findings section of a qualitative research paper

How To Write The Results/Findings Chapter

For qualitative studies (dissertations & theses).

By: Jenna Crossley (PhD). Expert Reviewed By: Dr. Eunice Rautenbach | August 2021

So, you’ve collected and analysed your qualitative data, and it’s time to write up your results chapter. But where do you start? In this post, we’ll guide you through the qualitative results chapter (also called the findings chapter), step by step. 

Overview: Qualitative Results Chapter

• What (exactly) the qualitative results chapter is
• What to include in your results chapter
• How to write up your results chapter
• A few tips and tricks to help you along the way
• Free results chapter template

What exactly is the results chapter?

The results chapter in a dissertation or thesis (or any formal academic research piece) is where you objectively and neutrally present the findings of your qualitative analysis (or analyses if you used multiple qualitative analysis methods ). This chapter can sometimes be combined with the discussion chapter (where you interpret the data and discuss its meaning), depending on your university’s preference.  We’ll treat the two chapters as separate, as that’s the most common approach.

In contrast to a quantitative results chapter that presents numbers and statistics, a qualitative results chapter presents data primarily in the form of words . But this doesn’t mean that a qualitative study can’t have quantitative elements – you could, for example, present the number of times a theme or topic pops up in your data, depending on the analysis method(s) you adopt.

Adding a quantitative element to your study can add some rigour, which strengthens your results by providing more evidence for your claims. This is particularly common when using qualitative content analysis. Keep in mind though that qualitative research aims to achieve depth, richness and identify nuances , so don’t get tunnel vision by focusing on the numbers. They’re just cream on top in a qualitative analysis.

So, to recap, the results chapter is where you objectively present the findings of your analysis, without interpreting them (you’ll save that for the discussion chapter). With that out the way, let’s take a look at what you should include in your results chapter.

What should you include in the results chapter?

As we’ve mentioned, your qualitative results chapter should purely present and describe your results , not interpret them in relation to the existing literature or your research questions . Any speculations or discussion about the implications of your findings should be reserved for your discussion chapter.

In your results chapter, you’ll want to talk about your analysis findings and whether or not they support your hypotheses (if you have any). Naturally, the exact contents of your results chapter will depend on which qualitative analysis method (or methods) you use. For example, if you were to use thematic analysis, you’d detail the themes identified in your analysis, using extracts from the transcripts or text to support your claims.

While you do need to present your analysis findings in some detail, you should avoid dumping large amounts of raw data in this chapter. Instead, focus on presenting the key findings and using a handful of select quotes or text extracts to support each finding . The reams of data and analysis can be relegated to your appendices.

While it’s tempting to include every last detail you found in your qualitative analysis, it is important to make sure that you report only that which is relevant to your research aims, objectives and research questions .  Always keep these three components, as well as your hypotheses (if you have any) front of mind when writing the chapter and use them as a filter to decide what’s relevant and what’s not.

Need a helping hand?

How do I write the results chapter?

Now that we’ve covered the basics, it’s time to look at how to structure your chapter. Broadly speaking, the results chapter needs to contain three core components – the introduction, the body and the concluding summary. Let’s take a look at each of these.

Section 1: Introduction

The first step is to craft a brief introduction to the chapter. This intro is vital as it provides some context for your findings. In your introduction, you should begin by reiterating your problem statement and research questions and highlight the purpose of your research . Make sure that you spell this out for the reader so that the rest of your chapter is well contextualised.

The next step is to briefly outline the structure of your results chapter. In other words, explain what’s included in the chapter and what the reader can expect. In the results chapter, you want to tell a story that is coherent, flows logically, and is easy to follow , so make sure that you plan your structure out well and convey that structure (at a high level), so that your reader is well oriented.

The introduction section shouldn’t be lengthy. Two or three short paragraphs should be more than adequate. It is merely an introduction and overview, not a summary of the chapter.

Pro Tip – To help you structure your chapter, it can be useful to set up an initial draft with (sub)section headings so that you’re able to easily (re)arrange parts of your chapter. This will also help your reader to follow your results and give your chapter some coherence.  Be sure to use level-based heading styles (e.g. Heading 1, 2, 3 styles) to help the reader differentiate between levels visually. You can find these options in Word (example below).

Section 2: Body

Before we get started on what to include in the body of your chapter, it’s vital to remember that a results section should be completely objective and descriptive, not interpretive . So, be careful not to use words such as, “suggests” or “implies”, as these usually accompany some form of interpretation – that’s reserved for your discussion chapter.

The structure of your body section is very important , so make sure that you plan it out well. When planning out your qualitative results chapter, create sections and subsections so that you can maintain the flow of the story you’re trying to tell. Be sure to systematically and consistently describe each portion of results. Try to adopt a standardised structure for each portion so that you achieve a high level of consistency throughout the chapter.

For qualitative studies, results chapters tend to be structured according to themes , which makes it easier for readers to follow. However, keep in mind that not all results chapters have to be structured in this manner. For example, if you’re conducting a longitudinal study, you may want to structure your chapter chronologically. Similarly, you might structure this chapter based on your theoretical framework . The exact structure of your chapter will depend on the nature of your study , especially your research questions.

As you work through the body of your chapter, make sure that you use quotes to substantiate every one of your claims . You can present these quotes in italics to differentiate them from your own words. A general rule of thumb is to use at least two pieces of evidence per claim, and these should be linked directly to your data. Also, remember that you need to include all relevant results , not just the ones that support your assumptions or initial leanings.

In addition to including quotes, you can also link your claims to the data by using appendices , which you should reference throughout your text. When you reference, make sure that you include both the name/number of the appendix , as well as the line(s) from which you drew your data.

As referencing styles can vary greatly, be sure to look up the appendix referencing conventions of your university’s prescribed style (e.g. APA , Harvard, etc) and keep this consistent throughout your chapter.

Section 3: Concluding summary

The concluding summary is very important because it summarises your key findings and lays the foundation for the discussion chapter . Keep in mind that some readers may skip directly to this section (from the introduction section), so make sure that it can be read and understood well in isolation.

In this section, you need to remind the reader of the key findings. That is, the results that directly relate to your research questions and that you will build upon in your discussion chapter. Remember, your reader has digested a lot of information in this chapter, so you need to use this section to remind them of the most important takeaways.

Importantly, the concluding summary should not present any new information and should only describe what you’ve already presented in your chapter. Keep it concise – you’re not summarising the whole chapter, just the essentials.

Tips for writing an A-grade results chapter

Now that you’ve got a clear picture of what the qualitative results chapter is all about, here are some quick tips and reminders to help you craft a high-quality chapter:

• Your results chapter should be written in the past tense . You’ve done the work already, so you want to tell the reader what you found , not what you are currently finding .
• Make sure that you review your work multiple times and check that every claim is adequately backed up by evidence . Aim for at least two examples per claim, and make use of an appendix to reference these.
• When writing up your results, make sure that you stick to only what is relevant . Don’t waste time on data that are not relevant to your research objectives and research questions.
• Use headings and subheadings to create an intuitive, easy to follow piece of writing. Make use of Microsoft Word’s “heading styles” and be sure to use them consistently.
• When referring to numerical data, tables and figures can provide a useful visual aid. When using these, make sure that they can be read and understood independent of your body text (i.e. that they can stand-alone). To this end, use clear, concise labels for each of your tables or figures and make use of colours to code indicate differences or hierarchy.
• Similarly, when you’re writing up your chapter, it can be useful to highlight topics and themes in different colours . This can help you to differentiate between your data if you get a bit overwhelmed and will also help you to ensure that your results flow logically and coherently.

If you have any questions, leave a comment below and we’ll do our best to help. If you’d like 1-on-1 help with your results chapter (or any chapter of your dissertation or thesis), check out our private dissertation coaching service here or book a free initial consultation to discuss how we can help you.

Psst... there’s more!

This post was based on one of our popular Research Bootcamps . If you're working on a research project, you'll definitely want to check this out ...

23 Comments

This was extremely helpful. Thanks a lot guys

Hi, thanks for the great research support platform created by the gradcoach team!

I wanted to ask- While “suggests” or “implies” are interpretive terms, what terms could we use for the results chapter? Could you share some examples of descriptive terms?

I think that instead of saying, ‘The data suggested, or The data implied,’ you can say, ‘The Data showed or revealed, or illustrated or outlined’…If interview data, you may say Jane Doe illuminated or elaborated, or Jane Doe described… or Jane Doe expressed or stated.

I found this article very useful. Thank you very much for the outstanding work you are doing.

What if i have 3 different interviewees answering the same interview questions? Should i then present the results in form of the table with the division on the 3 perspectives or rather give a results in form of the text and highlight who said what?

I think this tabular representation of results is a great idea. I am doing it too along with the text. Thanks

That was helpful was struggling to separate the discussion from the findings

this was very useful, Thank you.

Very helpful, I am confident to write my results chapter now.

It is so helpful! It is a good job. Thank you very much!

Very useful, well explained. Many thanks.

Hello, I appreciate the way you provided a supportive comments about qualitative results presenting tips

I loved this! It explains everything needed, and it has helped me better organize my thoughts. What words should I not use while writing my results section, other than subjective ones.

Thanks a lot, it is really helpful

Thank you so much dear, i really appropriate your nice explanations about this.

Thank you so much for this! I was wondering if anyone could help with how to prproperly integrate quotations (Excerpts) from interviews in the finding chapter in a qualitative research. Please GradCoach, address this issue and provide examples.

what if I’m not doing any interviews myself and all the information is coming from case studies that have already done the research.

Very helpful thank you.

This was very helpful as I was wondering how to structure this part of my dissertation, to include the quotes… Thanks for this explanation

This is very helpful, thanks! I am required to write up my results chapters with the discussion in each of them – any tips and tricks for this strategy?

For qualitative studies, can the findings be structured according to the Research questions? Thank you.

Do I need to include literature/references in my findings chapter?

This was very helpful

Submit a Comment Cancel reply

Your email address will not be published. Required fields are marked *

Save my name, email, and website in this browser for the next time I comment.

• Print Friendly

Have a language expert improve your writing

Run a free plagiarism check in 10 minutes, generate accurate citations for free.

• Knowledge Base
• Dissertation
• How to Write a Results Section | Tips & Examples

How to Write a Results Section | Tips & Examples

Published on August 30, 2022 by Tegan George . Revised on July 18, 2023.

A results section is where you report the main findings of the data collection and analysis you conducted for your thesis or dissertation . You should report all relevant results concisely and objectively, in a logical order. Don’t include subjective interpretations of why you found these results or what they mean—any evaluation should be saved for the discussion section .

Instantly correct all language mistakes in your text

Upload your document to correct all your mistakes in minutes

Table of contents

How to write a results section, reporting quantitative research results, reporting qualitative research results, results vs. discussion vs. conclusion, checklist: research results, other interesting articles, frequently asked questions about results sections.

When conducting research, it’s important to report the results of your study prior to discussing your interpretations of it. This gives your reader a clear idea of exactly what you found and keeps the data itself separate from your subjective analysis.

Here are a few best practices:

• Your results should always be written in the past tense.
• While the length of this section depends on how much data you collected and analyzed, it should be written as concisely as possible.
• Only include results that are directly relevant to answering your research questions . Avoid speculative or interpretative words like “appears” or “implies.”
• If you have other results you’d like to include, consider adding them to an appendix or footnotes.
• Always start out with your broadest results first, and then flow into your more granular (but still relevant) ones. Think of it like a shoe store: first discuss the shoes as a whole, then the sneakers, boots, sandals, etc.

Here's why students love Scribbr's proofreading services

Discover proofreading & editing

If you conducted quantitative research , you’ll likely be working with the results of some sort of statistical analysis .

Your results section should report the results of any statistical tests you used to compare groups or assess relationships between variables . It should also state whether or not each hypothesis was supported.

The most logical way to structure quantitative results is to frame them around your research questions or hypotheses. For each question or hypothesis, share:

• A reminder of the type of analysis you used (e.g., a two-sample t test or simple linear regression ). A more detailed description of your analysis should go in your methodology section.
• A concise summary of each relevant result, both positive and negative. This can include any relevant descriptive statistics (e.g., means and standard deviations ) as well as inferential statistics (e.g., t scores, degrees of freedom , and p values ). Remember, these numbers are often placed in parentheses.
• A brief statement of how each result relates to the question, or whether the hypothesis was supported. You can briefly mention any results that didn’t fit with your expectations and assumptions, but save any speculation on their meaning or consequences for your discussion  and conclusion.

A note on tables and figures

In quantitative research, it’s often helpful to include visual elements such as graphs, charts, and tables , but only if they are directly relevant to your results. Give these elements clear, descriptive titles and labels so that your reader can easily understand what is being shown. If you want to include any other visual elements that are more tangential in nature, consider adding a figure and table list .

As a rule of thumb:

• Tables are used to communicate exact values, giving a concise overview of various results
• Graphs and charts are used to visualize trends and relationships, giving an at-a-glance illustration of key findings

Don’t forget to also mention any tables and figures you used within the text of your results section. Summarize or elaborate on specific aspects you think your reader should know about rather than merely restating the same numbers already shown.

A two-sample t test was used to test the hypothesis that higher social distance from environmental problems would reduce the intent to donate to environmental organizations, with donation intention (recorded as a score from 1 to 10) as the outcome variable and social distance (categorized as either a low or high level of social distance) as the predictor variable.Social distance was found to be positively correlated with donation intention, t (98) = 12.19, p < .001, with the donation intention of the high social distance group 0.28 points higher, on average, than the low social distance group (see figure 1). This contradicts the initial hypothesis that social distance would decrease donation intention, and in fact suggests a small effect in the opposite direction.

Figure 1: Intention to donate to environmental organizations based on social distance from impact of environmental damage.

In qualitative research , your results might not all be directly related to specific hypotheses. In this case, you can structure your results section around key themes or topics that emerged from your analysis of the data.

For each theme, start with general observations about what the data showed. You can mention:

• Recurring points of agreement or disagreement
• Patterns and trends
• Particularly significant snippets from individual responses

Next, clarify and support these points with direct quotations. Be sure to report any relevant demographic information about participants. Further information (such as full transcripts , if appropriate) can be included in an appendix .

When asked about video games as a form of art, the respondents tended to believe that video games themselves are not an art form, but agreed that creativity is involved in their production. The criteria used to identify artistic video games included design, story, music, and creative teams.One respondent (male, 24) noted a difference in creativity between popular video game genres:

“I think that in role-playing games, there’s more attention to character design, to world design, because the whole story is important and more attention is paid to certain game elements […] so that perhaps you do need bigger teams of creative experts than in an average shooter or something.”

Responses suggest that video game consumers consider some types of games to have more artistic potential than others.

Your results section should objectively report your findings, presenting only brief observations in relation to each question, hypothesis, or theme.

It should not  speculate about the meaning of the results or attempt to answer your main research question . Detailed interpretation of your results is more suitable for your discussion section , while synthesis of your results into an overall answer to your main research question is best left for your conclusion .

Don't submit your assignments before you do this

The academic proofreading tool has been trained on 1000s of academic texts. Making it the most accurate and reliable proofreading tool for students. Free citation check included.

Try for free

I have completed my data collection and analyzed the results.

I have included all results that are relevant to my research questions.

I have concisely and objectively reported each result, including relevant descriptive statistics and inferential statistics .

I have stated whether each hypothesis was supported or refuted.

I have used tables and figures to illustrate my results where appropriate.

All tables and figures are correctly labelled and referred to in the text.

There is no subjective interpretation or speculation on the meaning of the results.

You've finished writing up your results! Use the other checklists to further improve your thesis.

If you want to know more about AI for academic writing, AI tools, or research bias, make sure to check out some of our other articles with explanations and examples or go directly to our tools!

Research bias

• Survivorship bias
• Self-serving bias
• Availability heuristic
• Halo effect
• Hindsight bias
• Deep learning
• Generative AI
• Machine learning
• Reinforcement learning
• Supervised vs. unsupervised learning

 (AI) Tools

• Grammar Checker
• Paraphrasing Tool
• Text Summarizer
• AI Detector
• Plagiarism Checker
• Citation Generator

The results chapter of a thesis or dissertation presents your research results concisely and objectively.

In quantitative research , for each question or hypothesis , state:

• The type of analysis used
• Relevant results in the form of descriptive and inferential statistics
• Whether or not the alternative hypothesis was supported

In qualitative research , for each question or theme, describe:

• Recurring patterns
• Significant or representative individual responses
• Relevant quotations from the data

Don’t interpret or speculate in the results chapter.

Results are usually written in the past tense , because they are describing the outcome of completed actions.

The results chapter or section simply and objectively reports what you found, without speculating on why you found these results. The discussion interprets the meaning of the results, puts them in context, and explains why they matter.

In qualitative research , results and discussion are sometimes combined. But in quantitative research , it’s considered important to separate the objective results from your interpretation of them.

Cite this Scribbr article

If you want to cite this source, you can copy and paste the citation or click the “Cite this Scribbr article” button to automatically add the citation to our free Citation Generator.

George, T. (2023, July 18). How to Write a Results Section | Tips & Examples. Scribbr. Retrieved September 9, 2024, from https://www.scribbr.com/dissertation/results/

Is this article helpful?

Tegan George

Other students also liked, what is a research methodology | steps & tips, how to write a discussion section | tips & examples, how to write a thesis or dissertation conclusion, what is your plagiarism score.

• Dissertation Coaching
• Qualitative Data Analysis
• Statistical Consulting
• Dissertation Editing
• On-Demand Courses

How To Write the Findings Chapter for Qualitative Studies

Writing the findings chapter for qualitative studies is a critical step in the research process. This chapter allows researchers to present their findings, analyze the data collected, and draw conclusions based on the study’s objectives. In this blog post, I’lll explore the purpose, key elements, preparation, writing, and presentation of the findings chapter in qualitative studies.

Introduction: Contextualizing Your Findings

The introductory section serves as the gateway to your qualitative findings chapter. Begin by reiterating your problem statement and research questions, setting the stage for the data that will be presented. Highlighting the purpose of your research is crucial at this point to give context to the reader.

Example: The primary aim of this case study is to explore how educators perceive the integration of artificial intelligence (AI) tools in K-12 education settings. This research seeks to understand the perceptions and experiences of educators who have implemented AI technologies in their classrooms, framed within the context of Technological Pedagogical Content Knowledge (TPACK). In this chapter, data are systematically organized into three overarching themes, each comprising sub-themes that provide a nuanced understanding of the participants’ perspectives. The research questions guiding this investigation were: (1) What are educators’ perceptions of the role of AI tools in K-12 classrooms? (2) How do educators navigate the challenges of integrating AI tools into their teaching practices? The answers to these questions are integral to understanding the complex dynamics of AI implementation in educational contexts.  

Overview of Findings

Following this, offer a brief overview of your main findings. While you should not delve into the details here, giving the reader an idea of what to expect can be helpful. Explain the overall structure of your results chapter and how you’ve organized it to maintain coherence and logical flow.

The Heart of the Matter: The Body of Your Chapter

Presentation.

The body of the chapter is where you lay out your data for the reader. In qualitative research, this usually means dividing your data into themes or categories, which should be clearly described and substantiated with quotes and examples from your dataset. These themes provide the skeletal framework upon which your narrative is built.

Structure and Flow

When planning your qualitative findings chapter, carefully outline the sections and subsections to maintain the flow of the writing and improve readability. You can structure your chapter based on themes, which is often the case in qualitative research, but other formats like chronological or framework-based structures may be more appropriate depending on your specific research design.

✅ Consistency is Key: Make sure each portion of findings adheres to a standardized structure. This enhances consistency and enables the reader to follow your line of reasoning.

Objective and Descriptive Language

While your narrative might touch upon individual experiences and perspectives, remember to maintain an objective tone. Your task is to describe, not interpret—that comes later, in the Discussion chapter. Thus, avoid phrases that suggest interpretation, such as “suggests” or “implies.”

Visual Aids

Tables, figures, and other visual aids can add another layer of comprehension and break up the text, but make sure they can be understood independently of your body text. Label them clearly and use color coding judiciously to indicate differences or hierarchy.

Data Analysis and Interpretation

As you delve into the data, aim to narrate a coherent story. Interpret your findings in light of the literature in the field and your theoretical framework, but remember to clearly differentiate between your descriptions and your interpretations.

✅ References and Appendices: When using quotes or data excerpts, reference them appropriately. Use appendices to present additional data and ensure that you cite them according to the referencing style prescribed by your institution (e.g., APA, Harvard).

Bringing It All Together: The Concluding Summary

This is the section where you summarize your key findings in a concise manner, reiterating points that directly relate to your research questions. It serves as a stepping stone to the Discussion chapter, providing the reader with the essential takeaways. As a rule of thumb, this section should contain no new information.

Additional Tips and Tricks

– Write in the past tense, as you present findings that have already been gathered.

– Review your work multiple times, ensuring each theme or finding is backed by sufficient data.

– Use Microsoft Word’s “heading styles” for consistency.

Final Thoughts

With the right approach, writing the Findings chapter can be an enriching experience that showcases your research and prepares you for discussions and conclusions that follow. The tips and guidelines presented here are meant to make this crucial chapter as clear and impactful as possible, helping you make a valuable contribution to your field of study.

Need Further Assistance?

Dissertation by Design is here to support you every step of the way. Our team of experienced academic coaches and methodologists are dedicated to helping you confidently navigate through each stage of your dissertation journey.  Book a free, 30-minute consult today.

Happy writing!

Author:  Jessica Parker, EdD

Related posts.

Download our free guide on how to overcome the top 10 challenges common to doctoral candidates and graduate sooner.

Thank You 🙌

• How it works

How to Write the Dissertation Findings or Results – Tips

Published by Grace Graffin at August 11th, 2021 , Revised On August 13, 2024

Each  part of the dissertation is unique, and some general and specific rules must be followed. The dissertation’s findings section presents the key results of your research without interpreting their meaning .

Theoretically, this is an exciting section of a dissertation because it involves writing what you have observed and found. However, it can be a little tricky if there is too much information to confuse the readers.

The goal is to include only the essential and relevant findings in this section. The results must be presented in an orderly sequence to provide clarity to the readers.

This section of the dissertation should be easy for the readers to follow, so you should avoid going into a lengthy debate over the interpretation of the results.

It is vitally important to focus only on clear and precise observations. The findings chapter of the  dissertation  is theoretically the easiest to write.

It includes  statistical analysis and a brief write-up about whether or not the results emerging from the analysis are significant. This segment should be written in the past sentence as you describe what you have done in the past.

This article will provide detailed information about  how to   write the findings of a dissertation .

When to Write Dissertation Findings Chapter

As soon as you have gathered and analysed your data, you can start to write up the findings chapter of your dissertation paper. Remember that it is your chance to report the most notable findings of your research work and relate them to the research hypothesis  or  research questions set out in  the introduction chapter of the dissertation .

You will be required to separately report your study’s findings before moving on to the discussion chapter  if your dissertation is based on the  collection of primary data  or experimental work.

However, you may not be required to have an independent findings chapter if your dissertation is purely descriptive and focuses on the analysis of case studies or interpretation of texts.

• Always report the findings of your research in the past tense.
• The dissertation findings chapter varies from one project to another, depending on the data collected and analyzed.
• Avoid reporting results that are not relevant to your research questions or research hypothesis.

Does your Dissertation Have the Following?

• Great Research/Sources
• Perfect Language
• Accurate Sources

If not, we can help. Our panel of experts makes sure to keep the 3 pillars of the Dissertation strong.

1. Reporting Quantitative Findings

The best way to present your quantitative findings is to structure them around the research  hypothesis or  questions you intend to address as part of your dissertation project.

Report the relevant findings for each research question or hypothesis, focusing on how you analyzed them.

Analysis of your findings will help you determine how they relate to the different research questions and whether they support the hypothesis you formulated.

While you must highlight meaningful relationships, variances, and tendencies, it is important not to guess their interpretations and implications because this is something to save for the discussion  and  conclusion  chapters.

Any findings not directly relevant to your research questions or explanations concerning the data collection process  should be added to the dissertation paper’s appendix section.

Use of Figures and Tables in Dissertation Findings

Suppose your dissertation is based on quantitative research. In that case, it is important to include charts, graphs, tables, and other visual elements to help your readers understand the emerging trends and relationships in your findings.

Repeating information will give the impression that you are short on ideas. Refer to all charts, illustrations, and tables in your writing but avoid recurrence.

The text should be used only to elaborate and summarize certain parts of your results. On the other hand, illustrations and tables are used to present multifaceted data.

It is recommended to give descriptive labels and captions to all illustrations used so the readers can figure out what each refers to.

How to Report Quantitative Findings

Here is an example of how to report quantitative results in your dissertation findings chapter;

Two hundred seventeen participants completed both the pretest and post-test and a Pairwise T-test was used for the analysis. The quantitative data analysis reveals a statistically significant difference between the mean scores of the pretest and posttest scales from the Teachers Discovering Computers course. The pretest mean was 29.00 with a standard deviation of 7.65, while the posttest mean was 26.50 with a standard deviation of 9.74 (Table 1). These results yield a significance level of .000, indicating a strong treatment effect (see Table 3). With the correlation between the scores being .448, the little relationship is seen between the pretest and posttest scores (Table 2). This leads the researcher to conclude that the impact of the course on the educators’ perception and integration of technology into the curriculum is dramatic.

Paired Samples

Paired Samples Correlation

Paired Samples Test

Also Read: How to Write the Abstract for the Dissertation.

2. Reporting Qualitative Findings

A notable issue with reporting qualitative findings is that not all results directly relate to your research questions or hypothesis.

The best way to present the results of qualitative research is to frame your findings around the most critical areas or themes you obtained after you examined the data.

In-depth data analysis will help you observe what the data shows for each theme. Any developments, relationships, patterns, and independent responses directly relevant to your research question or hypothesis should be mentioned to the readers.

Additional information not directly relevant to your research can be included in the appendix .

How to Report Qualitative Findings

Here is an example of how to report qualitative results in your dissertation findings chapter;

The last question of the interview focused on the need for improvement in Thai ready-to-eat products and the industry at large, emphasizing the need for enhancement in the current products being offered in the market. When asked if there was any particular need for Thai ready-to-eat meals to be improved and how to improve them in case of ‘yes,’ the males replied mainly by saying that the current products need improvement in terms of the use of healthier raw materials and preservatives or additives. There was an agreement amongst all males concerning the need to improve the industry for ready-to-eat meals and the use of more healthy items to prepare such meals. The females were also of the opinion that the fast-food items needed to be improved in the sense that more healthy raw materials such as vegetable oil and unsaturated fats, including whole-wheat products, to overcome risks associated with trans fat leading to obesity and hypertension should be used for the production of RTE products. The frozen RTE meals and packaged snacks included many preservatives and chemical-based flavouring enhancers that harmed human health and needed to be reduced. The industry is said to be aware of this fact and should try to produce RTE products that benefit the community in terms of healthy consumption.

Looking for dissertation help?

Research prospect to the rescue then.

We have expert writers on our team who are skilled at helping students with dissertations across a variety of disciplines. Guaranteeing 100% satisfaction!

What to Avoid in Dissertation Findings Chapter

• Avoid using interpretive and subjective phrases and terms such as “confirms,” “reveals,” “suggests,” or “validates.” These terms are more suitable for the discussion chapter , where you will be expected to interpret the results in detail.
• Only briefly explain findings in relation to the key themes, hypothesis, and research questions. You don’t want to write a detailed subjective explanation for any research questions at this stage.

The Do’s of Writing the Findings or Results Section

• Ensure you are not presenting results from other research studies in your findings.
• Observe whether or not your hypothesis is tested or research questions answered.
• Illustrations and tables present data and are labelled to help your readers understand what they relate to.
• Use software such as Excel, STATA, and SPSS to analyse results and important trends.

Essential Guidelines on How to Write Dissertation Findings

The dissertation findings chapter should provide the context for understanding the results. The research problem should be repeated, and the research goals should be stated briefly.

This approach helps to gain the reader’s attention toward the research problem. The first step towards writing the findings is identifying which results will be presented in this section.

The results relevant to the questions must be presented, considering whether the results support the hypothesis. You do not need to include every result in the findings section. The next step is ensuring the data can be appropriately organized and accurate.

You will need to have a basic idea about writing the findings of a dissertation because this will provide you with the knowledge to arrange the data chronologically.

Start each paragraph by writing about the most important results and concluding the section with the most negligible actual results.

A short paragraph can conclude the findings section, summarising the findings so readers will remember as they transition to the next chapter. This is essential if findings are unexpected or unfamiliar or impact the study.

Our writers can help you with all parts of your dissertation, including statistical analysis of your results . To obtain free non-binding quotes, please complete our online quote form here .

Be Impartial in your Writing

When crafting your findings, knowing how you will organize the work is important. The findings are the story that needs to be told in response to the research questions that have been answered.

Therefore, the story needs to be organized to make sense to you and the reader. The findings must be compelling and responsive to be linked to the research questions being answered.

Always ensure that the size and direction of any changes, including percentage change, can be mentioned in the section. The details of p values or confidence intervals and limits should be included.

The findings sections only have the relevant parts of the primary evidence mentioned. Still, it is a good practice to include all the primary evidence in an appendix that can be referred to later.

The results should always be written neutrally without speculation or implication. The statement of the results mustn’t have any form of evaluation or interpretation.

Negative results should be added in the findings section because they validate the results and provide high neutrality levels.

The length of the dissertation findings chapter is an important question that must be addressed. It should be noted that the length of the section is directly related to the total word count of your dissertation paper.

The writer should use their discretion in deciding the length of the findings section or refer to the dissertation handbook or structure guidelines.

It should neither belong nor be short nor concise and comprehensive to highlight the reader’s main findings.

Ethically, you should be confident in the findings and provide counter-evidence. Anything that does not have sufficient evidence should be discarded. The findings should respond to the problem presented and provide a solution to those questions.

Structure of the Findings Chapter

The chapter should use appropriate words and phrases to present the results to the readers. Logical sentences should be used, while paragraphs should be linked to produce cohesive work.

You must ensure all the significant results have been added in the section. Recheck after completing the section to ensure no mistakes have been made.

The structure of the findings section is something you may have to be sure of primarily because it will provide the basis for your research work and ensure that the discussions section can be written clearly and proficiently.

One way to arrange the results is to provide a brief synopsis and then explain the essential findings. However, there should be no speculation or explanation of the results, as this will be done in the discussion section.

Another way to arrange the section is to present and explain a result. This can be done for all the results while the section is concluded with an overall synopsis.

This is the preferred method when you are writing more extended dissertations. It can be helpful when multiple results are equally significant. A brief conclusion should be written to link all the results and transition to the discussion section.

Numerous data analysis dissertation examples are available on the Internet, which will help you improve your understanding of writing the dissertation’s findings.

Problems to Avoid When Writing Dissertation Findings

One of the problems to avoid while writing the dissertation findings is reporting background information or explaining the findings. This should be done in the introduction section .

You can always revise the introduction chapter based on the data you have collected if that seems an appropriate thing to do.

Raw data or intermediate calculations should not be added in the findings section. Always ask your professor if raw data needs to be included.

If the data is to be included, then use an appendix or a set of appendices referred to in the text of the findings chapter.

Do not use vague or non-specific phrases in the findings section. It is important to be factual and concise for the reader’s benefit.

The findings section presents the crucial data collected during the research process. It should be presented concisely and clearly to the reader. There should be no interpretation, speculation, or analysis of the data.

The significant results should be categorized systematically with the text used with charts, figures, and tables. Furthermore, avoiding using vague and non-specific words in this section is essential.

It is essential to label the tables and visual material properly. You should also check and proofread the section to avoid mistakes.

The dissertation findings chapter is a critical part of your overall dissertation paper. If you struggle with presenting your results and statistical analysis, our expert dissertation writers can help you get things right. Whether you need help with the entire dissertation paper or individual chapters, our dissertation experts can provide customized dissertation support .

FAQs About Findings of a Dissertation

How do i report quantitative findings.

The best way to present your quantitative findings is to structure them around the research hypothesis or research questions you intended to address as part of your dissertation project. Report the relevant findings for each of the research questions or hypotheses, focusing on how you analyzed them.

How do I report qualitative findings?

The best way to present the qualitative research results is to frame your findings around the most important areas or themes that you obtained after examining the data.

An in-depth analysis of the data will help you observe what the data is showing for each theme. Any developments, relationships, patterns, and independent responses that are directly relevant to your research question or hypothesis should be clearly mentioned for the readers.

Can I use interpretive phrases like ‘it confirms’ in the finding chapter?

No, It is highly advisable to avoid using interpretive and subjective phrases in the finding chapter. These terms are more suitable for the discussion chapter , where you will be expected to provide your interpretation of the results in detail.

Can I report the results from other research papers in my findings chapter?

NO, you must not be presenting results from other research studies in your findings.

You May Also Like

Table of contents is an essential part of dissertation paper. Here is all you need to know about how to create the best table of contents for dissertation.

Finding it difficult to maintain a good relationship with your supervisor? Here are some tips on ‘How to Deal with an Unhelpful Dissertation Supervisor’.

Writing a dissertation can be tough if this is the first time you are doing it. You need to look into relevant literature, analyze past researches, conduct surveys, interviews etc.

USEFUL LINKS

LEARNING RESOURCES

COMPANY DETAILS

• How It Works

• USC Libraries
• Research Guides

Organizing Your Social Sciences Research Paper

• 7. The Results
• Purpose of Guide
• Design Flaws to Avoid
• Independent and Dependent Variables
• Glossary of Research Terms
• Reading Research Effectively
• Narrowing a Topic Idea
• Broadening a Topic Idea
• Extending the Timeliness of a Topic Idea
• Academic Writing Style
• Applying Critical Thinking
• Choosing a Title
• Making an Outline
• Paragraph Development
• Research Process Video Series
• Executive Summary
• The C.A.R.S. Model
• Background Information
• The Research Problem/Question
• Theoretical Framework
• Citation Tracking
• Content Alert Services
• Evaluating Sources
• Primary Sources
• Secondary Sources
• Tiertiary Sources
• Scholarly vs. Popular Publications
• Qualitative Methods
• Quantitative Methods
• Insiderness
• Using Non-Textual Elements
• Limitations of the Study
• Common Grammar Mistakes
• Writing Concisely
• Avoiding Plagiarism
• Footnotes or Endnotes?
• Further Readings
• Generative AI and Writing
• USC Libraries Tutorials and Other Guides
• Bibliography

The results section is where you report the findings of your study based upon the methodology [or methodologies] you applied to gather information. The results section should state the findings of the research arranged in a logical sequence without bias or interpretation. A section describing results should be particularly detailed if your paper includes data generated from your own research.

Annesley, Thomas M. "Show Your Cards: The Results Section and the Poker Game." Clinical Chemistry 56 (July 2010): 1066-1070.

Importance of a Good Results Section

When formulating the results section, it's important to remember that the results of a study do not prove anything . Findings can only confirm or reject the hypothesis underpinning your study. However, the act of articulating the results helps you to understand the problem from within, to break it into pieces, and to view the research problem from various perspectives.

The page length of this section is set by the amount and types of data to be reported . Be concise. Use non-textual elements appropriately, such as figures and tables, to present findings more effectively. In deciding what data to describe in your results section, you must clearly distinguish information that would normally be included in a research paper from any raw data or other content that could be included as an appendix. In general, raw data that has not been summarized should not be included in the main text of your paper unless requested to do so by your professor.

Avoid providing data that is not critical to answering the research question . The background information you described in the introduction section should provide the reader with any additional context or explanation needed to understand the results. A good strategy is to always re-read the background section of your paper after you have written up your results to ensure that the reader has enough context to understand the results [and, later, how you interpreted the results in the discussion section of your paper that follows].

Bavdekar, Sandeep B. and Sneha Chandak. "Results: Unraveling the Findings." Journal of the Association of Physicians of India 63 (September 2015): 44-46; Brett, Paul. "A Genre Analysis of the Results Section of Sociology Articles." English for Specific Speakers 13 (1994): 47-59; Go to English for Specific Purposes on ScienceDirect;Burton, Neil et al. Doing Your Education Research Project . Los Angeles, CA: SAGE, 2008; Results. The Structure, Format, Content, and Style of a Journal-Style Scientific Paper. Department of Biology. Bates College; Kretchmer, Paul. Twelve Steps to Writing an Effective Results Section. San Francisco Edit; "Reporting Findings." In Making Sense of Social Research Malcolm Williams, editor. (London;: SAGE Publications, 2003) pp. 188-207.

Structure and Writing Style

I.  Organization and Approach

For most research papers in the social and behavioral sciences, there are two possible ways of organizing the results . Both approaches are appropriate in how you report your findings, but use only one approach.

• Present a synopsis of the results followed by an explanation of key findings . This approach can be used to highlight important findings. For example, you may have noticed an unusual correlation between two variables during the analysis of your findings. It is appropriate to highlight this finding in the results section. However, speculating as to why this correlation exists and offering a hypothesis about what may be happening belongs in the discussion section of your paper.
• Present a result and then explain it, before presenting the next result then explaining it, and so on, then end with an overall synopsis . This is the preferred approach if you have multiple results of equal significance. It is more common in longer papers because it helps the reader to better understand each finding. In this model, it is helpful to provide a brief conclusion that ties each of the findings together and provides a narrative bridge to the discussion section of the your paper.

NOTE:   Just as the literature review should be arranged under conceptual categories rather than systematically describing each source, you should also organize your findings under key themes related to addressing the research problem. This can be done under either format noted above [i.e., a thorough explanation of the key results or a sequential, thematic description and explanation of each finding].

II.  Content

In general, the content of your results section should include the following:

• Introductory context for understanding the results by restating the research problem underpinning your study . This is useful in re-orientating the reader's focus back to the research problem after having read a review of the literature and your explanation of the methods used for gathering and analyzing information.
• Inclusion of non-textual elements, such as, figures, charts, photos, maps, tables, etc. to further illustrate key findings, if appropriate . Rather than relying entirely on descriptive text, consider how your findings can be presented visually. This is a helpful way of condensing a lot of data into one place that can then be referred to in the text. Consider referring to appendices if there is a lot of non-textual elements.
• A systematic description of your results, highlighting for the reader observations that are most relevant to the topic under investigation . Not all results that emerge from the methodology used to gather information may be related to answering the " So What? " question. Do not confuse observations with interpretations; observations in this context refers to highlighting important findings you discovered through a process of reviewing prior literature and gathering data.
• The page length of your results section is guided by the amount and types of data to be reported . However, focus on findings that are important and related to addressing the research problem. It is not uncommon to have unanticipated results that are not relevant to answering the research question. This is not to say that you don't acknowledge tangential findings and, in fact, can be referred to as areas for further research in the conclusion of your paper. However, spending time in the results section describing tangential findings clutters your overall results section and distracts the reader.
• A short paragraph that concludes the results section by synthesizing the key findings of the study . Highlight the most important findings you want readers to remember as they transition into the discussion section. This is particularly important if, for example, there are many results to report, the findings are complicated or unanticipated, or they are impactful or actionable in some way [i.e., able to be pursued in a feasible way applied to practice].

NOTE:   Always use the past tense when referring to your study's findings. Reference to findings should always be described as having already happened because the method used to gather the information has been completed.

III.  Problems to Avoid

When writing the results section, avoid doing the following :

• Discussing or interpreting your results . Save this for the discussion section of your paper, although where appropriate, you should compare or contrast specific results to those found in other studies [e.g., "Similar to the work of Smith [1990], one of the findings of this study is the strong correlation between motivation and academic achievement...."].
• Reporting background information or attempting to explain your findings. This should have been done in your introduction section, but don't panic! Often the results of a study point to the need for additional background information or to explain the topic further, so don't think you did something wrong. Writing up research is rarely a linear process. Always revise your introduction as needed.
• Ignoring negative results . A negative result generally refers to a finding that does not support the underlying assumptions of your study. Do not ignore them. Document these findings and then state in your discussion section why you believe a negative result emerged from your study. Note that negative results, and how you handle them, can give you an opportunity to write a more engaging discussion section, therefore, don't be hesitant to highlight them.
• Including raw data or intermediate calculations . Ask your professor if you need to include any raw data generated by your study, such as transcripts from interviews or data files. If raw data is to be included, place it in an appendix or set of appendices that are referred to in the text.
• Be as factual and concise as possible in reporting your findings . Do not use phrases that are vague or non-specific, such as, "appeared to be greater than other variables..." or "demonstrates promising trends that...." Subjective modifiers should be explained in the discussion section of the paper [i.e., why did one variable appear greater? Or, how does the finding demonstrate a promising trend?].
• Presenting the same data or repeating the same information more than once . If you want to highlight a particular finding, it is appropriate to do so in the results section. However, you should emphasize its significance in relation to addressing the research problem in the discussion section. Do not repeat it in your results section because you can do that in the conclusion of your paper.
• Confusing figures with tables . Be sure to properly label any non-textual elements in your paper. Don't call a chart an illustration or a figure a table. If you are not sure, go here .

Annesley, Thomas M. "Show Your Cards: The Results Section and the Poker Game." Clinical Chemistry 56 (July 2010): 1066-1070; Bavdekar, Sandeep B. and Sneha Chandak. "Results: Unraveling the Findings." Journal of the Association of Physicians of India 63 (September 2015): 44-46; Burton, Neil et al. Doing Your Education Research Project . Los Angeles, CA: SAGE, 2008;  Caprette, David R. Writing Research Papers. Experimental Biosciences Resources. Rice University; Hancock, Dawson R. and Bob Algozzine. Doing Case Study Research: A Practical Guide for Beginning Researchers . 2nd ed. New York: Teachers College Press, 2011; Introduction to Nursing Research: Reporting Research Findings. Nursing Research: Open Access Nursing Research and Review Articles. (January 4, 2012); Kretchmer, Paul. Twelve Steps to Writing an Effective Results Section. San Francisco Edit ; Ng, K. H. and W. C. Peh. "Writing the Results." Singapore Medical Journal 49 (2008): 967-968; Reporting Research Findings. Wilder Research, in partnership with the Minnesota Department of Human Services. (February 2009); Results. The Structure, Format, Content, and Style of a Journal-Style Scientific Paper. Department of Biology. Bates College; Schafer, Mickey S. Writing the Results. Thesis Writing in the Sciences. Course Syllabus. University of Florida.

Writing Tip

Why Don't I Just Combine the Results Section with the Discussion Section?

It's not unusual to find articles in scholarly social science journals where the author(s) have combined a description of the findings with a discussion about their significance and implications. You could do this. However, if you are inexperienced writing research papers, consider creating two distinct sections for each section in your paper as a way to better organize your thoughts and, by extension, your paper. Think of the results section as the place where you report what your study found; think of the discussion section as the place where you interpret the information and answer the "So What?" question. As you become more skilled writing research papers, you can consider melding the results of your study with a discussion of its implications.

Driscoll, Dana Lynn and Aleksandra Kasztalska. Writing the Experimental Report: Methods, Results, and Discussion. The Writing Lab and The OWL. Purdue University.

• << Previous: Insiderness
• Next: Using Non-Textual Elements >>
• Last Updated: Sep 4, 2024 9:40 AM
• URL: https://libguides.usc.edu/writingguide

Have a language expert improve your writing

Run a free plagiarism check in 10 minutes, automatically generate references for free.

• Knowledge Base
• Dissertation
• How to Write a Results Section | Tips & Examples

How to Write a Results Section | Tips & Examples

Published on 27 October 2016 by Bas Swaen . Revised on 25 October 2022 by Tegan George.

A results section is where you report the main findings of the data collection and analysis you conducted for your thesis or dissertation . You should report all relevant results concisely and objectively, in a logical order. Don’t include subjective interpretations of why you found these results or what they mean – any evaluation should be saved for the discussion section .

Instantly correct all language mistakes in your text

Be assured that you'll submit flawless writing. Upload your document to correct all your mistakes.

Table of contents

How to write a results section, reporting quantitative research results, reporting qualitative research results, results vs discussion vs conclusion, checklist: research results, frequently asked questions about results sections.

When conducting research, it’s important to report the results of your study prior to discussing your interpretations of it. This gives your reader a clear idea of exactly what you found and keeps the data itself separate from your subjective analysis.

Here are a few best practices:

• Your results should always be written in the past tense.
• While the length of this section depends on how much data you collected and analysed, it should be written as concisely as possible.
• Only include results that are directly relevant to answering your research questions . Avoid speculative or interpretative words like ‘appears’ or ‘implies’.
• If you have other results you’d like to include, consider adding them to an appendix or footnotes.
• Always start out with your broadest results first, and then flow into your more granular (but still relevant) ones. Think of it like a shoe shop: first discuss the shoes as a whole, then the trainers, boots, sandals, etc.

The only proofreading tool specialized in correcting academic writing

The academic proofreading tool has been trained on 1000s of academic texts and by native English editors. Making it the most accurate and reliable proofreading tool for students.

Correct my document today

If you conducted quantitative research , you’ll likely be working with the results of some sort of statistical analysis .

Your results section should report the results of any statistical tests you used to compare groups or assess relationships between variables . It should also state whether or not each hypothesis was supported.

The most logical way to structure quantitative results is to frame them around your research questions or hypotheses. For each question or hypothesis, share:

• A reminder of the type of analysis you used (e.g., a two-sample t test or simple linear regression ). A more detailed description of your analysis should go in your methodology section.
• A concise summary of each relevant result, both positive and negative. This can include any relevant descriptive statistics (e.g., means and standard deviations ) as well as inferential statistics (e.g., t scores, degrees of freedom , and p values ). Remember, these numbers are often placed in parentheses.
• A brief statement of how each result relates to the question, or whether the hypothesis was supported. You can briefly mention any results that didn’t fit with your expectations and assumptions, but save any speculation on their meaning or consequences for your discussion  and conclusion.

A note on tables and figures

In quantitative research, it’s often helpful to include visual elements such as graphs, charts, and tables , but only if they are directly relevant to your results. Give these elements clear, descriptive titles and labels so that your reader can easily understand what is being shown. If you want to include any other visual elements that are more tangential in nature, consider adding a figure and table list .

As a rule of thumb:

• Tables are used to communicate exact values, giving a concise overview of various results
• Graphs and charts are used to visualise trends and relationships, giving an at-a-glance illustration of key findings

Don’t forget to also mention any tables and figures you used within the text of your results section. Summarise or elaborate on specific aspects you think your reader should know about rather than merely restating the same numbers already shown.

Figure 1: Intention to donate to environmental organisations based on social distance from impact of environmental damage.

In qualitative research , your results might not all be directly related to specific hypotheses. In this case, you can structure your results section around key themes or topics that emerged from your analysis of the data.

For each theme, start with general observations about what the data showed. You can mention:

• Recurring points of agreement or disagreement
• Patterns and trends
• Particularly significant snippets from individual responses

Next, clarify and support these points with direct quotations. Be sure to report any relevant demographic information about participants. Further information (such as full transcripts , if appropriate) can be included in an appendix .

‘I think that in role-playing games, there’s more attention to character design, to world design, because the whole story is important and more attention is paid to certain game elements […] so that perhaps you do need bigger teams of creative experts than in an average shooter or something.’

Responses suggest that video game consumers consider some types of games to have more artistic potential than others.

Your results section should objectively report your findings, presenting only brief observations in relation to each question, hypothesis, or theme.

It should not  speculate about the meaning of the results or attempt to answer your main research question . Detailed interpretation of your results is more suitable for your discussion section , while synthesis of your results into an overall answer to your main research question is best left for your conclusion .

Prevent plagiarism, run a free check.

I have completed my data collection and analyzed the results.

I have included all results that are relevant to my research questions.

I have concisely and objectively reported each result, including relevant descriptive statistics and inferential statistics .

I have stated whether each hypothesis was supported or refuted.

I have used tables and figures to illustrate my results where appropriate.

All tables and figures are correctly labelled and referred to in the text.

There is no subjective interpretation or speculation on the meaning of the results.

You've finished writing up your results! Use the other checklists to further improve your thesis.

The results chapter of a thesis or dissertation presents your research results concisely and objectively.

In quantitative research , for each question or hypothesis , state:

• The type of analysis used
• Relevant results in the form of descriptive and inferential statistics
• Whether or not the alternative hypothesis was supported

In qualitative research , for each question or theme, describe:

• Recurring patterns
• Significant or representative individual responses
• Relevant quotations from the data

Don’t interpret or speculate in the results chapter.

Results are usually written in the past tense , because they are describing the outcome of completed actions.

The results chapter or section simply and objectively reports what you found, without speculating on why you found these results. The discussion interprets the meaning of the results, puts them in context, and explains why they matter.

In qualitative research , results and discussion are sometimes combined. But in quantitative research , it’s considered important to separate the objective results from your interpretation of them.

Cite this Scribbr article

If you want to cite this source, you can copy and paste the citation or click the ‘Cite this Scribbr article’ button to automatically add the citation to our free Reference Generator.

Swaen, B. (2022, October 25). How to Write a Results Section | Tips & Examples. Scribbr. Retrieved 9 September 2024, from https://www.scribbr.co.uk/thesis-dissertation/results-section/

Is this article helpful?

Other students also liked

What is a research methodology | steps & tips, how to write a discussion section | tips & examples, how to write a thesis or dissertation conclusion.

• Affiliate Program

• UNITED STATES
• 台灣 (TAIWAN)
• TÜRKIYE (TURKEY)
• Academic Editing Services
• - Research Paper
• - Journal Manuscript
• - Dissertation
• - College & University Assignments
• Admissions Editing Services
• - Application Essay
• - Personal Statement
• - Recommendation Letter
• - Cover Letter
• - CV/Resume
• Business Editing Services
• - Business Documents
• - Report & Brochure
• - Website & Blog
• Writer Editing Services
• - Script & Screenplay
• Our Editors
• Client Reviews
• Editing & Proofreading Prices
• Wordvice Points
• Partner Discount
• Plagiarism Checker
• APA Citation Generator
• MLA Citation Generator
• Chicago Citation Generator
• Vancouver Citation Generator
• - APA Style
• - MLA Style
• - Chicago Style
• - Vancouver Style
• Writing & Editing Guide
• Academic Resources
• Admissions Resources

How to Write the Results/Findings Section in Research

What is the research paper Results section and what does it do?

The Results section of a scientific research paper represents the core findings of a study derived from the methods applied to gather and analyze information. It presents these findings in a logical sequence without bias or interpretation from the author, setting up the reader for later interpretation and evaluation in the Discussion section. A major purpose of the Results section is to break down the data into sentences that show its significance to the research question(s).

The Results section appears third in the section sequence in most scientific papers. It follows the presentation of the Methods and Materials and is presented before the Discussion section —although the Results and Discussion are presented together in many journals. This section answers the basic question “What did you find in your research?”

What is included in the Results section?

The Results section should include the findings of your study and ONLY the findings of your study. The findings include:

• Data presented in tables, charts, graphs, and other figures (may be placed into the text or on separate pages at the end of the manuscript)
• A contextual analysis of this data explaining its meaning in sentence form
• All data that corresponds to the central research question(s)
• All secondary findings (secondary outcomes, subgroup analyses, etc.)

If the scope of the study is broad, or if you studied a variety of variables, or if the methodology used yields a wide range of different results, the author should present only those results that are most relevant to the research question stated in the Introduction section .

As a general rule, any information that does not present the direct findings or outcome of the study should be left out of this section. Unless the journal requests that authors combine the Results and Discussion sections, explanations and interpretations should be omitted from the Results.

How are the results organized?

The best way to organize your Results section is “logically.” One logical and clear method of organizing research results is to provide them alongside the research questions—within each research question, present the type of data that addresses that research question.

Let’s look at an example. Your research question is based on a survey among patients who were treated at a hospital and received postoperative care. Let’s say your first research question is:

“What do hospital patients over age 55 think about postoperative care?”

This can actually be represented as a heading within your Results section, though it might be presented as a statement rather than a question:

Attitudes towards postoperative care in patients over the age of 55

Now present the results that address this specific research question first. In this case, perhaps a table illustrating data from a survey. Likert items can be included in this example. Tables can also present standard deviations, probabilities, correlation matrices, etc.

Following this, present a content analysis, in words, of one end of the spectrum of the survey or data table. In our example case, start with the POSITIVE survey responses regarding postoperative care, using descriptive phrases. For example:

“Sixty-five percent of patients over 55 responded positively to the question “ Are you satisfied with your hospital’s postoperative care ?” (Fig. 2)

Include other results such as subcategory analyses. The amount of textual description used will depend on how much interpretation of tables and figures is necessary and how many examples the reader needs in order to understand the significance of your research findings.

Next, present a content analysis of another part of the spectrum of the same research question, perhaps the NEGATIVE or NEUTRAL responses to the survey. For instance:

  “As Figure 1 shows, 15 out of 60 patients in Group A responded negatively to Question 2.”

After you have assessed the data in one figure and explained it sufficiently, move on to your next research question. For example:

  “How does patient satisfaction correspond to in-hospital improvements made to postoperative care?”

This kind of data may be presented through a figure or set of figures (for instance, a paired T-test table).

Explain the data you present, here in a table, with a concise content analysis:

“The p-value for the comparison between the before and after groups of patients was .03% (Fig. 2), indicating that the greater the dissatisfaction among patients, the more frequent the improvements that were made to postoperative care.”

Let’s examine another example of a Results section from a study on plant tolerance to heavy metal stress . In the Introduction section, the aims of the study are presented as “determining the physiological and morphological responses of Allium cepa L. towards increased cadmium toxicity” and “evaluating its potential to accumulate the metal and its associated environmental consequences.” The Results section presents data showing how these aims are achieved in tables alongside a content analysis, beginning with an overview of the findings:

“Cadmium caused inhibition of root and leave elongation, with increasing effects at higher exposure doses (Fig. 1a-c).”

The figure containing this data is cited in parentheses. Note that this author has combined three graphs into one single figure. Separating the data into separate graphs focusing on specific aspects makes it easier for the reader to assess the findings, and consolidating this information into one figure saves space and makes it easy to locate the most relevant results.

Following this overall summary, the relevant data in the tables is broken down into greater detail in text form in the Results section.

• “Results on the bio-accumulation of cadmium were found to be the highest (17.5 mg kgG1) in the bulb, when the concentration of cadmium in the solution was 1×10G2 M and lowest (0.11 mg kgG1) in the leaves when the concentration was 1×10G3 M.”

Captioning and Referencing Tables and Figures

Tables and figures are central components of your Results section and you need to carefully think about the most effective way to use graphs and tables to present your findings . Therefore, it is crucial to know how to write strong figure captions and to refer to them within the text of the Results section.

The most important advice one can give here as well as throughout the paper is to check the requirements and standards of the journal to which you are submitting your work. Every journal has its own design and layout standards, which you can find in the author instructions on the target journal’s website. Perusing a journal’s published articles will also give you an idea of the proper number, size, and complexity of your figures.

Regardless of which format you use, the figures should be placed in the order they are referenced in the Results section and be as clear and easy to understand as possible. If there are multiple variables being considered (within one or more research questions), it can be a good idea to split these up into separate figures. Subsequently, these can be referenced and analyzed under separate headings and paragraphs in the text.

To create a caption, consider the research question being asked and change it into a phrase. For instance, if one question is “Which color did participants choose?”, the caption might be “Color choice by participant group.” Or in our last research paper example, where the question was “What is the concentration of cadmium in different parts of the onion after 14 days?” the caption reads:

 “Fig. 1(a-c): Mean concentration of Cd determined in (a) bulbs, (b) leaves, and (c) roots of onions after a 14-day period.”

Steps for Composing the Results Section

Because each study is unique, there is no one-size-fits-all approach when it comes to designing a strategy for structuring and writing the section of a research paper where findings are presented. The content and layout of this section will be determined by the specific area of research, the design of the study and its particular methodologies, and the guidelines of the target journal and its editors. However, the following steps can be used to compose the results of most scientific research studies and are essential for researchers who are new to preparing a manuscript for publication or who need a reminder of how to construct the Results section.

Step 1 : Consult the guidelines or instructions that the target journal or publisher provides authors and read research papers it has published, especially those with similar topics, methods, or results to your study.

• The guidelines will generally outline specific requirements for the results or findings section, and the published articles will provide sound examples of successful approaches.
• Note length limitations on restrictions on content. For instance, while many journals require the Results and Discussion sections to be separate, others do not—qualitative research papers often include results and interpretations in the same section (“Results and Discussion”).
• Reading the aims and scope in the journal’s “ guide for authors ” section and understanding the interests of its readers will be invaluable in preparing to write the Results section.

Step 2 : Consider your research results in relation to the journal’s requirements and catalogue your results.

• Focus on experimental results and other findings that are especially relevant to your research questions and objectives and include them even if they are unexpected or do not support your ideas and hypotheses.
• Catalogue your findings—use subheadings to streamline and clarify your report. This will help you avoid excessive and peripheral details as you write and also help your reader understand and remember your findings. Create appendices that might interest specialists but prove too long or distracting for other readers.
• Decide how you will structure of your results. You might match the order of the research questions and hypotheses to your results, or you could arrange them according to the order presented in the Methods section. A chronological order or even a hierarchy of importance or meaningful grouping of main themes or categories might prove effective. Consider your audience, evidence, and most importantly, the objectives of your research when choosing a structure for presenting your findings.

Step 3 : Design figures and tables to present and illustrate your data.

• Tables and figures should be numbered according to the order in which they are mentioned in the main text of the paper.
• Information in figures should be relatively self-explanatory (with the aid of captions), and their design should include all definitions and other information necessary for readers to understand the findings without reading all of the text.
• Use tables and figures as a focal point to tell a clear and informative story about your research and avoid repeating information. But remember that while figures clarify and enhance the text, they cannot replace it.

Step 4 : Draft your Results section using the findings and figures you have organized.

• The goal is to communicate this complex information as clearly and precisely as possible; precise and compact phrases and sentences are most effective.
• In the opening paragraph of this section, restate your research questions or aims to focus the reader’s attention to what the results are trying to show. It is also a good idea to summarize key findings at the end of this section to create a logical transition to the interpretation and discussion that follows.
• Try to write in the past tense and the active voice to relay the findings since the research has already been done and the agent is usually clear. This will ensure that your explanations are also clear and logical.
• Make sure that any specialized terminology or abbreviation you have used here has been defined and clarified in the  Introduction section .

Step 5 : Review your draft; edit and revise until it reports results exactly as you would like to have them reported to your readers.

• Double-check the accuracy and consistency of all the data, as well as all of the visual elements included.
• Read your draft aloud to catch language errors (grammar, spelling, and mechanics), awkward phrases, and missing transitions.
• Ensure that your results are presented in the best order to focus on objectives and prepare readers for interpretations, valuations, and recommendations in the Discussion section . Look back over the paper’s Introduction and background while anticipating the Discussion and Conclusion sections to ensure that the presentation of your results is consistent and effective.
• Consider seeking additional guidance on your paper. Find additional readers to look over your Results section and see if it can be improved in any way. Peers, professors, or qualified experts can provide valuable insights.

One excellent option is to use a professional English proofreading and editing service  such as Wordvice, including our paper editing service . With hundreds of qualified editors from dozens of scientific fields, Wordvice has helped thousands of authors revise their manuscripts and get accepted into their target journals. Read more about the  proofreading and editing process  before proceeding with getting academic editing services and manuscript editing services for your manuscript.

As the representation of your study’s data output, the Results section presents the core information in your research paper. By writing with clarity and conciseness and by highlighting and explaining the crucial findings of their study, authors increase the impact and effectiveness of their research manuscripts.

For more articles and videos on writing your research manuscript, visit Wordvice’s Resources page.

Wordvice Resources

• How to Write a Research Paper Introduction 
• Which Verb Tenses to Use in a Research Paper
• How to Write an Abstract for a Research Paper
• How to Write a Research Paper Title
• Useful Phrases for Academic Writing
• Common Transition Terms in Academic Papers
• Active and Passive Voice in Research Papers
• 100+ Verbs That Will Make Your Research Writing Amazing
• Tips for Paraphrasing in Research Papers

Three principles for writing an effective qualitative results section

• Sayra Cristancho Centre for Education Research & Innovation. Western University
• Christopher Watling Centre for Education Research & Innovation. Western University
• Lorelei Lingard Centre for Education Research & Innovation. Western University

Apramian, T., Cristancho, S., Watling, C., Ott, M., & Lingard, L. (2015). Thresholds of principle and preference: Exploring procedural variation in postgraduate surgical education. Academic Medicine, 90, S70–S76. https://doi.org/10.1097/ACM.0000000000000909

Bynum, W. E., Varpio, L., Lagoo, J., & Teunissen, P. W. (2021). "I’m unworthy of being in this space": The origins of shame in medical students. Medical Education, 55(2), 185–197. https://doi.org/10.1111/medu.14354

Corden, A., & Sainsbury, R. (2006). Using verbatim quotations in reporting qualitative social research: Researchers’ views. University of York. http://www.york.ac.uk/inst/spru/pubs/pdf/verbquotresearch.pdf

Emmerton-Coughlin, H., Schlachta, C., & Lingard, L. (2017). "The other right": Control strategies and the role of language use in laparoscopic training. Medical Education, 51(12), 1269–1276. https://doi.org/10.1111/medu.13420

Ginsburg, S., Regehr, G., Lingard, L., & Eva, K. W. (2015). Reading between the lines: Faculty interpretations of narrative evaluation comments. Medical Education, 49(3), 296–306. https://doi.org/10.1111/medu.12637

Graff, G., & Birkenstein, C. (2018). “They say/I say”: The moves that matter in academic writing (4th ed.). W. W. Norton & Company.

Greenhalgh, T., Seyan, K., & Boynton, P. (2004). “Not a university type”: Focus group study of social class, ethnic, and sex differences in school pupils’ perceptions about medical school. BMJ, 328(7455), 1541. https://doi.org/10.1136/bmj.328.7455.1541

Lingard, L. (2004). Communication failures in the operating room: An observational classification of recurrent types and effects. Quality and Safety in Health Care, 13(5), 330–334. https://doi.org/10.1136/qshc.2003.008425

Lingard, L. (2019). Beyond the default colon: Effective use of quotes in qualitative research. Perspectives on Medical Education, 8, 360–364. https://doi.org/10.1007/s40037-019-00550-7

Lingard, L., & Watling, C. (2016). It’s a story, not a study: Writing an effective research paper. Academic Medicine, 91(12), e12. https://doi.org/10.1097/ACM.0000000000001389

McElhinney, Z., & Kennedy, C. (2021). By accident or design? An exploration of the career pathways, experiences and identities of academic GPs using composite narratives. Education for Primary Care, 32(5), 266–271. https://doi.org/10.1080/14739879.2021.1894991

Morrow, S. L. (2005). Quality and trustworthiness in qualitative research in counseling psychology. Journal of Counseling Psychology, 52(2), 250–260. https://doi.org/10.1037/0022-0167.52.2.250

Pack, R., Lingard, L., Watling, C., & Cristancho, S. (2020). Beyond summative decision making: Illuminating the broader roles of competence committees. Medical Education, 54(6), 517–527. https://doi.org/10.1111/medu.14072

Pratt, M. G. (2008). Fitting oval pegs into round holes: Tensions in evaluating and publishing qualitative research in top-tier North American journals. Organizational Research Methods, 11(3), 481–509. https://doi.org/10.1177/1094428107303349

Pratt, M. G. (2009). From the editors: For the lack of a boilerplate: Tips on writing up (and reviewing) qualitative research. Academy of Management Journal, 52(5), 856–862. https://doi.org/10.5465/amj.2009.44632557

Should scientists tell stories? (2013). Nature Methods, 10(11), 1037–1037. https://doi.org/10.1038/nmeth.2726

Simmons, A. (2019). The story factor: Inspiration, influence, and persuasion through the art of storytelling (Revised ed.). Basic Books.

Tottie, G. (2016). Planning what to say: Uh and um among the pragmatic markers. In G. Kaltenböck, E. Keizer, & A. Lohmann (Eds.), Studies in language companion series (Vol. 178, pp. 97–122). John Benjamins. https://doi.org/10.1075/slcs.178.04tot

Varpio, L., Ajjawi, R., Monrouxe, L. V., O’Brien, B. C., & Rees, C. E. (2017). Shedding the cobra effect: Problematising thematic emergence, triangulation, saturation and member checking. Medical Education, 51(1), 40–50. https://doi.org/10.1111/medu.13124

Watling, C., Driessen, E., van der Vleuten, C. P. M., & Lingard, L. (2012). Learning from clinical work: The roles of learning cues and credibility judgements. Medical Education, 46(2), 192–200. https://doi.org/10.1111/j.1365-2923.2011.04126.x

Willis, R. (2019). The use of composite narratives to present interview findings. Qualitative Research, 19(4), 471–480. https://doi.org/10.1177/1468794118787711

How to Cite

• Endnote/Zotero/Mendeley (RIS)

On acceptance for publication in  FoHPE the copyright of the manuscript is signed over to ANZAHPE, the publisher of  FoHPE.

Make a Submission

Anzahpe logo.

Tweets by fohpe_journal

The Australian & New Zealand Association for Health Professional Educators (ANZAHPE), is the peak organisation for practitioners who educate and train health professionals in Australia and New Zealand.

blog @ precision

Presenting your qualitative analysis findings: tables to include in chapter 4.

The earliest stages of developing a doctoral dissertation—most specifically the topic development  and literature review  stages—require that you immerse yourself in a ton of existing research related to your potential topic. If you have begun writing your dissertation proposal, you have undoubtedly reviewed countless results and findings sections of studies in order to help gain an understanding of what is currently known about your topic. 

In this process, we’re guessing that you observed a distinct pattern: Results sections are full of tables. Indeed, the results chapter for your own dissertation will need to be similarly packed with tables. So, if you’re preparing to write up the results of your statistical analysis or qualitative analysis, it will probably help to review your APA editing  manual to brush up on your table formatting skills. But, aside from formatting, how should you develop the tables in your results chapter?

In quantitative studies, tables are a handy way of presenting the variety of statistical analysis results in a form that readers can easily process. You’ve probably noticed that quantitative studies present descriptive results like mean, mode, range, standard deviation, etc., as well the inferential results that indicate whether significant relationships or differences were found through the statistical analysis . These are pretty standard tables that you probably learned about in your pre-dissertation statistics courses.

But, what if you are conducting qualitative analysis? What tables are appropriate for this type of study? This is a question we hear often from our dissertation assistance  clients, and with good reason. University guidelines for results chapters often contain vague instructions that guide you to include “appropriate tables” without specifying what exactly those are. To help clarify on this point, we asked our qualitative analysis experts to share their recommendations for tables to include in your Chapter 4.

Demographics Tables

As with studies using quantitative methods , presenting an overview of your sample demographics is useful in studies that use qualitative research methods. The standard demographics table in a quantitative study provides aggregate information for what are often large samples. In other words, such tables present totals and percentages for demographic categories within the sample that are relevant to the study (e.g., age, gender, job title). 

If conducting qualitative research  for your dissertation, however, you will use a smaller sample and obtain richer data from each participant than in quantitative studies. To enhance thick description—a dimension of trustworthiness—it will help to present sample demographics in a table that includes information on each participant. Remember that ethical standards of research require that all participant information be deidentified, so use participant identification numbers or pseudonyms for each participant, and do not present any personal information that would allow others to identify the participant (Blignault & Ritchie, 2009). Table 1 provides participant demographics for a hypothetical qualitative research study exploring the perspectives of persons who were formerly homeless regarding their experiences of transitioning into stable housing and obtaining employment.

Participant Demographics

Tables to Illustrate Initial Codes

Most of our dissertation consulting clients who are conducting qualitative research choose a form of thematic analysis . Qualitative analysis to identify themes in the data typically involves a progression from (a) identifying surface-level codes to (b) developing themes by combining codes based on shared similarities. As this process is inherently subjective, it is important that readers be able to evaluate the correspondence between the data and your findings (Anfara et al., 2002). This supports confirmability, another dimension of trustworthiness .

A great way to illustrate the trustworthiness of your qualitative analysis is to create a table that displays quotes from the data that exemplify each of your initial codes. Providing a sample quote for each of your codes can help the reader to assess whether your coding was faithful to the meanings in the data, and it can also help to create clarity about each code’s meaning and bring the voices of your participants into your work (Blignault & Ritchie, 2009).

Table 2 is an example of how you might present information regarding initial codes. Depending on your preference or your dissertation committee’s preference, you might also present percentages of the sample that expressed each code. Another common piece of information to include is which actual participants expressed each code. Note that if your qualitative analysis yields a high volume of codes, it may be appropriate to present the table as an appendix.

Initial Codes

Tables to Present the Groups of Codes That Form Each Theme

As noted previously, most of our dissertation assistance clients use a thematic analysis approach, which involves multiple phases of qualitative analysis  that eventually result in themes that answer the dissertation’s research questions. After initial coding is completed, the analysis process involves (a) examining what different codes have in common and then (b) grouping similar codes together in ways that are meaningful given your research questions. In other words, the common threads that you identify across multiple codes become the theme that holds them all together—and that theme answers one of your research questions.

As with initial coding, grouping codes together into themes involves your own subjective interpretations, even when aided by qualitative analysis software such as NVivo  or MAXQDA. In fact, our dissertation assistance clients are often surprised to learn that qualitative analysis software does not complete the analysis in the same ways that statistical analysis software such as SPSS does. While statistical analysis software completes the computations for you, qualitative analysis software does not have such analysis capabilities. Software such as NVivo provides a set of organizational tools that make the qualitative analysis far more convenient, but the analysis itself is still a very human process (Burnard et al., 2008).

Because of the subjective nature of qualitative analysis, it is important to show the underlying logic behind your thematic analysis in tables—such tables help readers to assess the trustworthiness of your analysis. Table 3 provides an example of how to present the codes that were grouped together to create themes, and you can modify the specifics of the table based on your preferences or your dissertation committee’s requirements. For example, this type of table might be presented to illustrate the codes associated with themes that answer each research question. 

Grouping of Initial Codes to Form Themes

Tables to Illustrate the Themes That Answer Each Research Question

Creating alignment throughout your dissertation is an important objective, and to maintain alignment in your results chapter, the themes you present must clearly answer your research questions. Conducting qualitative analysis is an in-depth process of immersion in the data, and many of our dissertation consulting  clients have shared that it’s easy to lose your direction during the process. So, it is important to stay focused on your research questions during the qualitative analysis and also to show the reader exactly which themes—and subthemes, as applicable—answered each of the research questions.

Below, Table 4 provides an example of how to display the thematic findings of your study in table form. Depending on your dissertation committee’s preference or your own, you might present all research questions and all themes and subthemes in a single table. Or, you might provide separate tables to introduce the themes for each research question as you progress through your presentation of the findings in the chapter.

Emergent Themes and Research Questions

Bonus Tip! Figures to Spice Up Your Results

Although dissertation committees most often wish to see tables such as the above in qualitative results chapters, some also like to see figures that illustrate the data. Qualitative software packages such as NVivo offer many options for visualizing your data, such as mind maps, concept maps, charts, and cluster diagrams. A common choice for this type of figure among our dissertation assistance clients is a tree diagram, which shows the connections between specified words and the words or phrases that participants shared most often in the same context. Another common choice of figure is the word cloud, as depicted in Figure 1. The word cloud simply reflects frequencies of words in the data, which may provide an indication of the importance of related concepts for the participants.

As you move forward with your qualitative analysis and development of your results chapter, we hope that this brief overview of useful tables and figures helps you to decide on an ideal presentation to showcase the trustworthiness your findings. Completing a rigorous qualitative analysis for your dissertation requires many hours of careful interpretation of your data, and your end product should be a rich and detailed results presentation that you can be proud of. Reach out if we can help  in any way, as our dissertation coaches would be thrilled to assist as you move through this exciting stage of your dissertation journey!

Anfara Jr., V. A., Brown, K. M., & Mangione, T. L. (2002). Qualitative analysis on stage: Making the research process more public.  Educational Researcher ,  31 (7), 28-38. https://doi.org/10.3102/0013189X031007028

Blignault, I., & Ritchie, J. (2009). Revealing the wood and the trees: Reporting qualitative research.  Health Promotion Journal of Australia ,  20 (2), 140-145. https://doi.org/10.1071/HE09140

Burnard, P., Gill, P., Stewart, K., Treasure, E., & Chadwick, B. (2008). Analysing and presenting qualitative data.  British Dental Journal ,  204 (8), 429-432. https://doi.org/10.1038/sj.bdj.2008.292

• Discoveries
• Right Journal
• Journal Metrics
• Journal Fit
• Abbreviation
• In-Text Citations
• Bibliographies
• Writing an Article
• Peer Review Types
• Acknowledgements
• Withdrawing a Paper
• Form Letter
• ISO, ANSI, CFR
• Google Scholar
• Journal Manuscript Editing
• Research Manuscript Editing

Book Editing

• Manuscript Editing Services

Medical Editing

• Bioscience Editing
• Physical Science Editing
• PhD Thesis Editing Services
• PhD Editing
• Master’s Proofreading
• Bachelor’s Editing
• Dissertation Proofreading Services
• Best Dissertation Proofreaders
• Masters Dissertation Proofreading
• PhD Proofreaders
• Proofreading PhD Thesis Price
• Journal Article Editing
• Book Editing Service
• Editing and Proofreading Services
• Research Paper Editing
• Medical Manuscript Editing
• Academic Editing
• Social Sciences Editing
• Academic Proofreading
• PhD Theses Editing
• Dissertation Proofreading
• Proofreading Rates UK
• Medical Proofreading
• PhD Proofreading Services UK
• Academic Proofreading Services UK

Medical Editing Services

• Life Science Editing
• Biomedical Editing
• Environmental Science Editing
• Pharmaceutical Science Editing
• Economics Editing
• Psychology Editing
• Sociology Editing
• Archaeology Editing
• History Paper Editing
• Anthropology Editing
• Law Paper Editing
• Engineering Paper Editing
• Technical Paper Editing
• Philosophy Editing
• PhD Dissertation Proofreading
• Lektorat Englisch
• Akademisches Lektorat
• Lektorat Englisch Preise
• Wissenschaftliches Lektorat
• Lektorat Doktorarbeit

PhD Thesis Editing

• Thesis Proofreading Services
• PhD Thesis Proofreading
• Proofreading Thesis Cost
• Proofreading Thesis
• Thesis Editing Services
• Professional Thesis Editing
• Thesis Editing Cost
• Proofreading Dissertation
• Dissertation Proofreading Cost
• Dissertation Proofreader
• Correção de Artigos Científicos
• Correção de Trabalhos Academicos
• Serviços de Correção de Inglês
• Correção de Dissertação
• Correção de Textos Precos
• 定額 ネイティブチェック
• Copy Editing
• FREE Courses
• Revision en Ingles
• Revision de Textos en Ingles
• Revision de Tesis
• Revision Medica en Ingles
• Revision de Tesis Precio
• Revisão de Artigos Científicos
• Revisão de Trabalhos Academicos
• Serviços de Revisão de Inglês
• Revisão de Dissertação
• Revisão de Textos Precos
• Corrección de Textos en Ingles
• Corrección de Tesis
• Corrección de Tesis Precio
• Corrección Medica en Ingles
• Corrector ingles

Select Page

How To Write the Findings Section of a Research Paper

Posted by Rene Tetzner | Sep 2, 2021 | Paper Writing Advice | 0 |

How To Write the Findings Section of a Research Paper Each research project is unique, so it is natural for one researcher to make use of somewhat different strategies than another when it comes to designing and writing the section of a research paper dedicated to findings. The academic or scientific discipline of the research, the field of specialisation, the particular author or authors, the targeted journal or other publisher and the editor making the decisions about publication can all have a significant impact. The practical steps outlined below can be effectively applied to writing about the findings of most advanced research, however, and will prove especially helpful for early-career scholars who are preparing a research paper for a first publication.

Step 1 : Consult the guidelines or instructions that the targeted journal (or other publisher) provides for authors and read research papers it has already published, particularly ones similar in topic, methods or results to your own. The guidelines will generally outline specific requirements for the results or findings section, and the published articles will provide sound examples of successful approaches. Watch particularly for length limitations and restrictions on content. Interpretation, for instance, is usually reserved for a later discussion section, though not always – qualitative research papers often combine findings and interpretation. Background information and descriptions of methods, on the other hand, almost always appear in earlier sections of a research paper. In most cases it is appropriate in a findings section to offer basic comparisons between the results of your study and those of other studies, but knowing exactly what the journal wants in the report of research findings is essential. Learning as much as you can about the journal’s aims and scope as well as the interests of its readers is invaluable as well.

Step 2 : Reflect at some length on your research results in relation to the journal’s requirements while planning the findings section of your paper. Choose for particular focus experimental results and other research discoveries that are particularly relevant to your research questions and objectives, and include them even if they are unexpected or do not support your ideas and hypotheses. Streamline and clarify your report, especially if it is long and complex, by using subheadings that will help you avoid excessive and peripheral details as you write and also help your reader understand and remember your findings. Consider appendices for raw data that might interest specialists but prove too long or distracting for other readers. The opening paragraph of a findings section often restates research questions or aims to refocus the reader’s attention, and it is always wise to summarise key findings at the end of the section, providing a smooth intellectual transition to the interpretation and discussion that follows in most research papers. There are many effective ways in which to organise research findings. The structure of your findings section might be determined by your research questions and hypotheses or match the arrangement of your methods section. A chronological order or hierarchy of importance or meaningful grouping of main themes or categories might prove effective. It may be best to present all the relevant findings and then explain them and your analysis of them, or explaining the results of each trial or test immediately after reporting it may render the material clearer and more comprehensible for your readers. Keep your audience, your most important evidence and your research goals in mind.

Step 3 : Design effective visual presentations of your research results to enhance the textual report of your findings. Tables of various styles and figures of all kinds such as graphs, maps and photos are used in reporting research findings, but do check the journal guidelines for instructions on the number of visual aids allowed, any required design elements and the preferred formats for numbering, labelling and placement in the manuscript. As a general rule, tables and figures should be numbered according to first mention in the main text of the paper, and each one should be clearly introduced and explained at least briefly in that text so that readers know what is presented and what they are expected to see in a particular visual element. Tables and figures should also be self-explanatory, however, so their design should include all definitions and other information necessary for a reader to understand the findings you intend to show without returning to your text. If you construct your tables and figures before drafting your findings section, they can serve as focal points to help you tell a clear and informative story about your findings and avoid unnecessary repetition. Some authors will even work on tables and figures before organising the findings section (Step 2), which can be an extremely effective approach, but it is important to remember that the textual report of findings remains primary. Visual aids can clarify and enrich the text, but they cannot take its place.

Step 4 : Write your findings section in a factual and objective manner. The goal is to communicate information – in some cases a great deal of complex information – as clearly, accurately and precisely as possible, so well-constructed sentences that maintain a simple structure will be far more effective than convoluted phrasing and expressions. The active voice is often recommended by publishers and the authors of writing manuals, and the past tense is appropriate because the research has already been done. Make sure your grammar, spelling and punctuation are correct and effective so that you are conveying the meaning you intend. Statements that are vague, imprecise or ambiguous will often confuse and mislead readers, and a verbose style will add little more than padding while wasting valuable words that might be put to far better use in clear and logical explanations. Some specialised terminology may be required when reporting findings, but anything potentially unclear or confusing that has not already been defined earlier in the paper should be clarified for readers, and the same principle applies to unusual or nonstandard abbreviations. Your readers will want to understand what you are reporting about your results, not waste time looking up terms simply to understand what you are saying. A logical approach to organising your findings section (Step 2) will help you tell a logical story about your research results as you explain, highlight, offer analysis and summarise the information necessary for readers to understand the discussion section that follows.

Step 5 : Review the draft of your findings section and edit and revise until it reports your key findings exactly as you would have them presented to your readers. Check for accuracy and consistency in data across the section as a whole and all its visual elements. Read your prose aloud to catch language errors, awkward phrases and abrupt transitions. Ensure that the order in which you have presented results is the best order for focussing readers on your research objectives and preparing them for the interpretations, speculations, recommendations and other elements of the discussion that you are planning. This will involve looking back over the paper’s introductory and background material as well as anticipating the discussion and conclusion sections, and this is precisely the right point in the process for reviewing and reflecting. Your research results have taken considerable time to obtain and analyse, so a little more time to stand back and take in the wider view from the research door you have opened is a wise investment. The opinions of any additional readers you can recruit, whether they are professional mentors and colleagues or family and friends, will often prove invaluable as well.

You might be interested in Services offered by Proof-Reading-Service.com

Journal editing.

Journal article editing services

PhD thesis editing services

Scientific Editing

Manuscript editing.

Manuscript editing services

Expert Editing

Expert editing for all papers

Research Editing

Research paper editing services

Professional book editing services

How To Write the Findings Section of a Research Paper These five steps will help you write a clear & interesting findings section for a research paper

Related Posts

How To Write a Journal Article

September 6, 2021

Tips on How To Write a Journal Article

August 30, 2021

How To Write Highlights for an Academic or Scientific Paper

September 7, 2021

Tips on How To Write an Effective Figure Legend

August 27, 2021

Our Recent Posts

Our review ratings

• Examples of Research Paper Topics in Different Study Areas Score: 98%
• Dealing with Language Problems – Journal Editor’s Feedback Score: 95%
• Making Good Use of a Professional Proofreader Score: 92%
• How To Format Your Journal Paper Using Published Articles Score: 95%
• Journal Rejection as Inspiration for a New Perspective Score: 95%

Explore our Categories

• Abbreviation in Academic Writing (4)
• Career Advice for Academics (5)
• Dealing with Paper Rejection (11)
• Grammar in Academic Writing (5)
• Help with Peer Review (7)
• How To Get Published (146)
• Paper Writing Advice (17)
• Referencing & Bibliographies (16)

• Translation

How to write the analysis and discussion chapters in qualitative (SSAH) research

By charlesworth author services.

• Charlesworth Author Services
• 11 November, 2021

While it is more common for Science, Technology, Engineering and Mathematics (STEM) researchers to write separate, distinct chapters for their data/ results and analysis/ discussion , the same sections can feel less clearly defined for a researcher in Social Sciences, Arts and Humanities (SSAH). This article will look specifically at some useful approaches to writing the analysis and discussion chapters in qualitative/SSAH research.

Note : Most of the differences in approaches to research, writing, analysis and discussion come down, ultimately, to differences in epistemology – how we approach, create and work with knowledge in our respective fields. However, this is a vast topic that deserves a separate discussion.

Look for emerging themes and patterns

The ‘results’ of qualitative research can sometimes be harder to pinpoint than in quantitative research. You’re not dealing with definitive numbers and results in the same way as, say, a scientist conducting experiments that produce measurable data. Instead, most qualitative researchers explore prominent, interesting themes and patterns emerging from their data – that could comprise interviews, textual material or participant observation, for example. 

You may find that your data presents a huge number of themes, issues and topics, all of which you might find equally significant and interesting. In fact, you might find yourself overwhelmed by the many directions that your research could take, depending on which themes you choose to study in further depth. You may even discover issues and patterns that you had not expected , that may necessitate having to change or expand the research focus you initially started off with.

It is crucial at this point not to panic. Instead, try to enjoy the many possibilities that your data is offering you. It can be useful to remind yourself at each stage of exactly what you are trying to find out through this research.

What exactly do you want to know? What knowledge do you want to generate and share within your field?

Then, spend some time reflecting upon each of the themes that seem most interesting and significant, and consider whether they are immediately relevant to your main, overarching research objectives and goals.

Suggestion: Don’t worry too much about structure and flow at the early stages of writing your discussion . It would be a more valuable use of your time to fully explore the themes and issues arising from your data first, while also reading widely alongside your writing (more on this below). As you work more intimately with the data and develop your ideas, the overarching narrative and connections between those ideas will begin to emerge. Trust that you’ll be able to draw those links and craft the structure organically as you write.

Let your data guide you

A key characteristic of qualitative research is that the researchers allow their data to ‘speak’ and guide their research and their writing. Instead of insisting too strongly upon the prominence of specific themes and issues and imposing their opinions and beliefs upon the data, a good qualitative researcher ‘listens’ to what the data has to tell them.

Again, you might find yourself having to address unexpected issues or your data may reveal things that seem completely contradictory to the ideas and theories you have worked with so far. Although this might seem worrying, discovering these unexpected new elements can actually make your research much richer and more interesting. 

Suggestion: Allow yourself to follow those leads and ask new questions as you work through your data. These new directions could help you to answer your research questions in more depth and with greater complexity; or they could even open up other avenues for further study, either in this or future research.

Work closely with the literature

As you analyse and discuss the prominent themes, arguments and findings arising from your data, it is very helpful to maintain a regular and consistent reading practice alongside your writing. Return to the literature that you’ve already been reading so far or begin to check out new texts, studies and theories that might be more appropriate for working with any new ideas and themes arising from your data.

Reading and incorporating relevant literature into your writing as you work through your analysis and discussion will help you to consistently contextualise your research within the larger body of knowledge. It will be easier to stay focused on what you are trying to say through your research if you can simultaneously show what has already been said on the subject and how your research and data supports, challenges or extends those debates. By drawing from existing literature , you are setting up a dialogue between your research and prior work, and highlighting what this research has to add to the conversation.

Suggestion : Although it might sometimes feel tedious to have to blend others’ writing in with yours, this is ultimately the best way to showcase the specialness of your own data, findings and research . Remember that it is more difficult to highlight the significance and relevance of your original work without first showing how that work fits into or responds to existing studies. 

In conclusion

The discussion chapters form the heart of your thesis and this is where your unique contribution comes to the forefront. This is where your data takes centre-stage and where you get to showcase your original arguments, perspectives and knowledge. To do this effectively needs you to explore the original themes and issues arising from and within the data, while simultaneously contextualising these findings within the larger, existing body of knowledge of your specialising field. By striking this balance, you prove the two most important qualities of excellent qualitative research : keen awareness of your field and a firm understanding of your place in it.

Charlesworth Author Services , a trusted brand supporting the world’s leading academic publishers, institutions and authors since 1928. 

To know more about our services, visit: Our Services

Visit our new Researcher Education Portal that offers articles and webinars covering all aspects of your research to publication journey! And sign up for our newsletter on the Portal to stay updated on all essential researcher knowledge and information!

Register now: Researcher Education Portal

Maximise your publication success with Charlesworth Author Services.

Share with your colleagues

Scientific Editing Services

Sign up – stay updated.

We use cookies to offer you a personalized experience. By continuing to use this website, you consent to the use of cookies in accordance with our Cookie Policy.

An official website of the United States government

The .gov means it’s official. Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

The site is secure. The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

• Publications
• Account settings

Preview improvements coming to the PMC website in October 2024. Learn More or Try it out now .

• Advanced Search
• Journal List
• Am J Pharm Educ
• v.74(8); 2010 Oct 11

Presenting and Evaluating Qualitative Research

The purpose of this paper is to help authors to think about ways to present qualitative research papers in the American Journal of Pharmaceutical Education . It also discusses methods for reviewers to assess the rigour, quality, and usefulness of qualitative research. Examples of different ways to present data from interviews, observations, and focus groups are included. The paper concludes with guidance for publishing qualitative research and a checklist for authors and reviewers.

INTRODUCTION

Policy and practice decisions, including those in education, increasingly are informed by findings from qualitative as well as quantitative research. Qualitative research is useful to policymakers because it often describes the settings in which policies will be implemented. Qualitative research is also useful to both pharmacy practitioners and pharmacy academics who are involved in researching educational issues in both universities and practice and in developing teaching and learning.

Qualitative research involves the collection, analysis, and interpretation of data that are not easily reduced to numbers. These data relate to the social world and the concepts and behaviors of people within it. Qualitative research can be found in all social sciences and in the applied fields that derive from them, for example, research in health services, nursing, and pharmacy. 1 It looks at X in terms of how X varies in different circumstances rather than how big is X or how many Xs are there? 2 Textbooks often subdivide research into qualitative and quantitative approaches, furthering the common assumption that there are fundamental differences between the 2 approaches. With pharmacy educators who have been trained in the natural and clinical sciences, there is often a tendency to embrace quantitative research, perhaps due to familiarity. A growing consensus is emerging that sees both qualitative and quantitative approaches as useful to answering research questions and understanding the world. Increasingly mixed methods research is being carried out where the researcher explicitly combines the quantitative and qualitative aspects of the study. 3 , 4

Like healthcare, education involves complex human interactions that can rarely be studied or explained in simple terms. Complex educational situations demand complex understanding; thus, the scope of educational research can be extended by the use of qualitative methods. Qualitative research can sometimes provide a better understanding of the nature of educational problems and thus add to insights into teaching and learning in a number of contexts. For example, at the University of Nottingham, we conducted in-depth interviews with pharmacists to determine their perceptions of continuing professional development and who had influenced their learning. We also have used a case study approach using observation of practice and in-depth interviews to explore physiotherapists' views of influences on their leaning in practice. We have conducted in-depth interviews with a variety of stakeholders in Malawi, Africa, to explore the issues surrounding pharmacy academic capacity building. A colleague has interviewed and conducted focus groups with students to explore cultural issues as part of a joint Nottingham-Malaysia pharmacy degree program. Another colleague has interviewed pharmacists and patients regarding their expectations before and after clinic appointments and then observed pharmacist-patient communication in clinics and assessed it using the Calgary Cambridge model in order to develop recommendations for communication skills training. 5 We have also performed documentary analysis on curriculum data to compare pharmacist and nurse supplementary prescribing courses in the United Kingdom.

It is important to choose the most appropriate methods for what is being investigated. Qualitative research is not appropriate to answer every research question and researchers need to think carefully about their objectives. Do they wish to study a particular phenomenon in depth (eg, students' perceptions of studying in a different culture)? Or are they more interested in making standardized comparisons and accounting for variance (eg, examining differences in examination grades after changing the way the content of a module is taught). Clearly a quantitative approach would be more appropriate in the last example. As with any research project, a clear research objective has to be identified to know which methods should be applied.

Types of qualitative data include:

• Audio recordings and transcripts from in-depth or semi-structured interviews
• Structured interview questionnaires containing substantial open comments including a substantial number of responses to open comment items.
• Audio recordings and transcripts from focus group sessions.
• Field notes (notes taken by the researcher while in the field [setting] being studied)
• Video recordings (eg, lecture delivery, class assignments, laboratory performance)
• Case study notes
• Documents (reports, meeting minutes, e-mails)
• Diaries, video diaries
• Observation notes
• Press clippings
• Photographs

RIGOUR IN QUALITATIVE RESEARCH

Qualitative research is often criticized as biased, small scale, anecdotal, and/or lacking rigor; however, when it is carried out properly it is unbiased, in depth, valid, reliable, credible and rigorous. In qualitative research, there needs to be a way of assessing the “extent to which claims are supported by convincing evidence.” 1 Although the terms reliability and validity traditionally have been associated with quantitative research, increasingly they are being seen as important concepts in qualitative research as well. Examining the data for reliability and validity assesses both the objectivity and credibility of the research. Validity relates to the honesty and genuineness of the research data, while reliability relates to the reproducibility and stability of the data.

The validity of research findings refers to the extent to which the findings are an accurate representation of the phenomena they are intended to represent. The reliability of a study refers to the reproducibility of the findings. Validity can be substantiated by a number of techniques including triangulation use of contradictory evidence, respondent validation, and constant comparison. Triangulation is using 2 or more methods to study the same phenomenon. Contradictory evidence, often known as deviant cases, must be sought out, examined, and accounted for in the analysis to ensure that researcher bias does not interfere with or alter their perception of the data and any insights offered. Respondent validation, which is allowing participants to read through the data and analyses and provide feedback on the researchers' interpretations of their responses, provides researchers with a method of checking for inconsistencies, challenges the researchers' assumptions, and provides them with an opportunity to re-analyze their data. The use of constant comparison means that one piece of data (for example, an interview) is compared with previous data and not considered on its own, enabling researchers to treat the data as a whole rather than fragmenting it. Constant comparison also enables the researcher to identify emerging/unanticipated themes within the research project.

STRENGTHS AND LIMITATIONS OF QUALITATIVE RESEARCH

Qualitative researchers have been criticized for overusing interviews and focus groups at the expense of other methods such as ethnography, observation, documentary analysis, case studies, and conversational analysis. Qualitative research has numerous strengths when properly conducted.

Strengths of Qualitative Research

• Issues can be examined in detail and in depth.
• Interviews are not restricted to specific questions and can be guided/redirected by the researcher in real time.
• The research framework and direction can be quickly revised as new information emerges.
• The data based on human experience that is obtained is powerful and sometimes more compelling than quantitative data.
• Subtleties and complexities about the research subjects and/or topic are discovered that are often missed by more positivistic enquiries.
• Data usually are collected from a few cases or individuals so findings cannot be generalized to a larger population. Findings can however be transferable to another setting.

Limitations of Qualitative Research

• Research quality is heavily dependent on the individual skills of the researcher and more easily influenced by the researcher's personal biases and idiosyncrasies.
• Rigor is more difficult to maintain, assess, and demonstrate.
• The volume of data makes analysis and interpretation time consuming.
• It is sometimes not as well understood and accepted as quantitative research within the scientific community
• The researcher's presence during data gathering, which is often unavoidable in qualitative research, can affect the subjects' responses.
• Issues of anonymity and confidentiality can present problems when presenting findings
• Findings can be more difficult and time consuming to characterize in a visual way.

PRESENTATION OF QUALITATIVE RESEARCH FINDINGS

The following extracts are examples of how qualitative data might be presented:

Data From an Interview.

The following is an example of how to present and discuss a quote from an interview.

The researcher should select quotes that are poignant and/or most representative of the research findings. Including large portions of an interview in a research paper is not necessary and often tedious for the reader. The setting and speakers should be established in the text at the end of the quote.

The student describes how he had used deep learning in a dispensing module. He was able to draw on learning from a previous module, “I found that while using the e learning programme I was able to apply the knowledge and skills that I had gained in last year's diseases and goals of treatment module.” (interviewee 22, male)

This is an excerpt from an article on curriculum reform that used interviews 5 :

The first question was, “Without the accreditation mandate, how much of this curriculum reform would have been attempted?” According to respondents, accreditation played a significant role in prompting the broad-based curricular change, and their comments revealed a nuanced view. Most indicated that the change would likely have occurred even without the mandate from the accreditation process: “It reflects where the profession wants to be … training a professional who wants to take on more responsibility.” However, they also commented that “if it were not mandated, it could have been a very difficult road.” Or it “would have happened, but much later.” The change would more likely have been incremental, “evolutionary,” or far more limited in its scope. “Accreditation tipped the balance” was the way one person phrased it. “Nobody got serious until the accrediting body said it would no longer accredit programs that did not change.”

Data From Observations

The following example is some data taken from observation of pharmacist patient consultations using the Calgary Cambridge guide. 6 , 7 The data are first presented and a discussion follows:

Pharmacist: We will soon be starting a stop smoking clinic. Patient: Is the interview over now? Pharmacist: No this is part of it. (Laughs) You can't tell me to bog off (sic) yet. (pause) We will be starting a stop smoking service here, Patient: Yes. Pharmacist: with one-to-one and we will be able to help you or try to help you. If you want it. In this example, the pharmacist has picked up from the patient's reaction to the stop smoking clinic that she is not receptive to advice about giving up smoking at this time; in fact she would rather end the consultation. The pharmacist draws on his prior relationship with the patient and makes use of a joke to lighten the tone. He feels his message is important enough to persevere but he presents the information in a succinct and non-pressurised way. His final comment of “If you want it” is important as this makes it clear that he is not putting any pressure on the patient to take up this offer. This extract shows that some patient cues were picked up, and appropriately dealt with, but this was not the case in all examples.

Data From Focus Groups

This excerpt from a study involving 11 focus groups illustrates how findings are presented using representative quotes from focus group participants. 8

Those pharmacists who were initially familiar with CPD endorsed the model for their peers, and suggested it had made a meaningful difference in the way they viewed their own practice. In virtually all focus groups sessions, pharmacists familiar with and supportive of the CPD paradigm had worked in collaborative practice environments such as hospital pharmacy practice. For these pharmacists, the major advantage of CPD was the linking of workplace learning with continuous education. One pharmacist stated, “It's amazing how much I have to learn every day, when I work as a pharmacist. With [the learning portfolio] it helps to show how much learning we all do, every day. It's kind of satisfying to look it over and see how much you accomplish.” Within many of the learning portfolio-sharing sessions, debates emerged regarding the true value of traditional continuing education and its outcome in changing an individual's practice. While participants appreciated the opportunity for social and professional networking inherent in some forms of traditional CE, most eventually conceded that the academic value of most CE programming was limited by the lack of a systematic process for following-up and implementing new learning in the workplace. “Well it's nice to go to these [continuing education] events, but really, I don't know how useful they are. You go, you sit, you listen, but then, well I at least forget.”

The following is an extract from a focus group (conducted by the author) with first-year pharmacy students about community placements. It illustrates how focus groups provide a chance for participants to discuss issues on which they might disagree.

Interviewer: So you are saying that you would prefer health related placements? Student 1: Not exactly so long as I could be developing my communication skill. Student 2: Yes but I still think the more health related the placement is the more I'll gain from it. Student 3: I disagree because other people related skills are useful and you may learn those from taking part in a community project like building a garden. Interviewer: So would you prefer a mixture of health and non health related community placements?

GUIDANCE FOR PUBLISHING QUALITATIVE RESEARCH

Qualitative research is becoming increasingly accepted and published in pharmacy and medical journals. Some journals and publishers have guidelines for presenting qualitative research, for example, the British Medical Journal 9 and Biomedcentral . 10 Medical Education published a useful series of articles on qualitative research. 11 Some of the important issues that should be considered by authors, reviewers and editors when publishing qualitative research are discussed below.

Introduction.

A good introduction provides a brief overview of the manuscript, including the research question and a statement justifying the research question and the reasons for using qualitative research methods. This section also should provide background information, including relevant literature from pharmacy, medicine, and other health professions, as well as literature from the field of education that addresses similar issues. Any specific educational or research terminology used in the manuscript should be defined in the introduction.

The methods section should clearly state and justify why the particular method, for example, face to face semistructured interviews, was chosen. The method should be outlined and illustrated with examples such as the interview questions, focusing exercises, observation criteria, etc. The criteria for selecting the study participants should then be explained and justified. The way in which the participants were recruited and by whom also must be stated. A brief explanation/description should be included of those who were invited to participate but chose not to. It is important to consider “fair dealing,” ie, whether the research design explicitly incorporates a wide range of different perspectives so that the viewpoint of 1 group is never presented as if it represents the sole truth about any situation. The process by which ethical and or research/institutional governance approval was obtained should be described and cited.

The study sample and the research setting should be described. Sampling differs between qualitative and quantitative studies. In quantitative survey studies, it is important to select probability samples so that statistics can be used to provide generalizations to the population from which the sample was drawn. Qualitative research necessitates having a small sample because of the detailed and intensive work required for the study. So sample sizes are not calculated using mathematical rules and probability statistics are not applied. Instead qualitative researchers should describe their sample in terms of characteristics and relevance to the wider population. Purposive sampling is common in qualitative research. Particular individuals are chosen with characteristics relevant to the study who are thought will be most informative. Purposive sampling also may be used to produce maximum variation within a sample. Participants being chosen based for example, on year of study, gender, place of work, etc. Representative samples also may be used, for example, 20 students from each of 6 schools of pharmacy. Convenience samples involve the researcher choosing those who are either most accessible or most willing to take part. This may be fine for exploratory studies; however, this form of sampling may be biased and unrepresentative of the population in question. Theoretical sampling uses insights gained from previous research to inform sample selection for a new study. The method for gaining informed consent from the participants should be described, as well as how anonymity and confidentiality of subjects were guaranteed. The method of recording, eg, audio or video recording, should be noted, along with procedures used for transcribing the data.

Data Analysis.

A description of how the data were analyzed also should be included. Was computer-aided qualitative data analysis software such as NVivo (QSR International, Cambridge, MA) used? Arrival at “data saturation” or the end of data collection should then be described and justified. A good rule when considering how much information to include is that readers should have been given enough information to be able to carry out similar research themselves.

One of the strengths of qualitative research is the recognition that data must always be understood in relation to the context of their production. 1 The analytical approach taken should be described in detail and theoretically justified in light of the research question. If the analysis was repeated by more than 1 researcher to ensure reliability or trustworthiness, this should be stated and methods of resolving any disagreements clearly described. Some researchers ask participants to check the data. If this was done, it should be fully discussed in the paper.

An adequate account of how the findings were produced should be included A description of how the themes and concepts were derived from the data also should be included. Was an inductive or deductive process used? The analysis should not be limited to just those issues that the researcher thinks are important, anticipated themes, but also consider issues that participants raised, ie, emergent themes. Qualitative researchers must be open regarding the data analysis and provide evidence of their thinking, for example, were alternative explanations for the data considered and dismissed, and if so, why were they dismissed? It also is important to present outlying or negative/deviant cases that did not fit with the central interpretation.

The interpretation should usually be grounded in interviewees or respondents' contributions and may be semi-quantified, if this is possible or appropriate, for example, “Half of the respondents said …” “The majority said …” “Three said…” Readers should be presented with data that enable them to “see what the researcher is talking about.” 1 Sufficient data should be presented to allow the reader to clearly see the relationship between the data and the interpretation of the data. Qualitative data conventionally are presented by using illustrative quotes. Quotes are “raw data” and should be compiled and analyzed, not just listed. There should be an explanation of how the quotes were chosen and how they are labeled. For example, have pseudonyms been given to each respondent or are the respondents identified using codes, and if so, how? It is important for the reader to be able to see that a range of participants have contributed to the data and that not all the quotes are drawn from 1 or 2 individuals. There is a tendency for authors to overuse quotes and for papers to be dominated by a series of long quotes with little analysis or discussion. This should be avoided.

Participants do not always state the truth and may say what they think the interviewer wishes to hear. A good qualitative researcher should not only examine what people say but also consider how they structured their responses and how they talked about the subject being discussed, for example, the person's emotions, tone, nonverbal communication, etc. If the research was triangulated with other qualitative or quantitative data, this should be discussed.

Discussion.

The findings should be presented in the context of any similar previous research and or theories. A discussion of the existing literature and how this present research contributes to the area should be included. A consideration must also be made about how transferrable the research would be to other settings. Any particular strengths and limitations of the research also should be discussed. It is common practice to include some discussion within the results section of qualitative research and follow with a concluding discussion.

The author also should reflect on their own influence on the data, including a consideration of how the researcher(s) may have introduced bias to the results. The researcher should critically examine their own influence on the design and development of the research, as well as on data collection and interpretation of the data, eg, were they an experienced teacher who researched teaching methods? If so, they should discuss how this might have influenced their interpretation of the results.

Conclusion.

The conclusion should summarize the main findings from the study and emphasize what the study adds to knowledge in the area being studied. Mays and Pope suggest the researcher ask the following 3 questions to determine whether the conclusions of a qualitative study are valid 12 : How well does this analysis explain why people behave in the way they do? How comprehensible would this explanation be to a thoughtful participant in the setting? How well does the explanation cohere with what we already know?

CHECKLIST FOR QUALITATIVE PAPERS

This paper establishes criteria for judging the quality of qualitative research. It provides guidance for authors and reviewers to prepare and review qualitative research papers for the American Journal of Pharmaceutical Education . A checklist is provided in Appendix 1 to assist both authors and reviewers of qualitative data.

ACKNOWLEDGEMENTS

Thank you to the 3 reviewers whose ideas helped me to shape this paper.

Appendix 1. Checklist for authors and reviewers of qualitative research.

Introduction

• □ Research question is clearly stated.
• □ Research question is justified and related to the existing knowledge base (empirical research, theory, policy).
• □ Any specific research or educational terminology used later in manuscript is defined.
• □ The process by which ethical and or research/institutional governance approval was obtained is described and cited.
• □ Reason for choosing particular research method is stated.
• □ Criteria for selecting study participants are explained and justified.
• □ Recruitment methods are explicitly stated.
• □ Details of who chose not to participate and why are given.
• □ Study sample and research setting used are described.
• □ Method for gaining informed consent from the participants is described.
• □ Maintenance/Preservation of subject anonymity and confidentiality is described.
• □ Method of recording data (eg, audio or video recording) and procedures for transcribing data are described.
• □ Methods are outlined and examples given (eg, interview guide).
• □ Decision to stop data collection is described and justified.
• □ Data analysis and verification are described, including by whom they were performed.
• □ Methods for identifying/extrapolating themes and concepts from the data are discussed.
• □ Sufficient data are presented to allow a reader to assess whether or not the interpretation is supported by the data.
• □ Outlying or negative/deviant cases that do not fit with the central interpretation are presented.
• □ Transferability of research findings to other settings is discussed.
• □ Findings are presented in the context of any similar previous research and social theories.
• □ Discussion often is incorporated into the results in qualitative papers.
• □ A discussion of the existing literature and how this present research contributes to the area is included.
• □ Any particular strengths and limitations of the research are discussed.
• □ Reflection of the influence of the researcher(s) on the data, including a consideration of how the researcher(s) may have introduced bias to the results is included.

Conclusions

• □ The conclusion states the main finings of the study and emphasizes what the study adds to knowledge in the subject area.

Information

• Author Services

Initiatives

You are accessing a machine-readable page. In order to be human-readable, please install an RSS reader.

All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess .

Feature papers represent the most advanced research with significant potential for high impact in the field. A Feature Paper should be a substantial original Article that involves several techniques or approaches, provides an outlook for future research directions and describes possible research applications.

Feature papers are submitted upon individual invitation or recommendation by the scientific editors and must receive positive feedback from the reviewers.

Editor’s Choice articles are based on recommendations by the scientific editors of MDPI journals from around the world. Editors select a small number of articles recently published in the journal that they believe will be particularly interesting to readers, or important in the respective research area. The aim is to provide a snapshot of some of the most exciting work published in the various research areas of the journal.

Original Submission Date Received: .

• Active Journals
• Find a Journal
• Proceedings Series
• For Authors
• For Reviewers
• For Editors
• For Librarians
• For Publishers
• For Societies
• For Conference Organizers
• Open Access Policy
• Institutional Open Access Program
• Special Issues Guidelines
• Editorial Process
• Research and Publication Ethics
• Article Processing Charges
• Testimonials
• Preprints.org
• SciProfiles
• Encyclopedia

Article Menu

• Subscribe SciFeed
• Google Scholar
• on Google Scholar
• Table of Contents

Find support for a specific problem in the support section of our website.

Please let us know what you think of our products and services.

Visit our dedicated information section to learn more about MDPI.

JSmol Viewer

Risk assessment of underground tunnel engineering based on pythagorean fuzzy sets and bayesian networks.

1. Introduction

2. risk evaluation methodology, 2.1. delphi method, 2.2. pythagorean fuzzy set theory, 2.3. bayesian network, 3. construction of underground tunnel engineering construction risk model, 3.1. risk assessment indicator system construction, 3.2. construction of a bayesian network risk assessment model based on pythagorean fuzzy sets, 4. practical engineering application and analysis, 4.1. project overview, 4.2. construction risk assessment, 4.2.1. application of pythagorean fuzzy numbers, 4.2.2. risk probability analysis of bayesian networks, 4.3. construction risk prevention and control measures, 5. conclusions and discussion, author contributions, data availability statement, conflicts of interest.

• Ameyaw, E.E.; Hu, Y.; Shan, M.; Chan, A.P.C.; Le, Y. Application of delphi method in construction engineering and management research: A quantitative perspective. J. Civ. Eng. Manag. 2016 , 22 , 991–1000. [ Google Scholar ] [ CrossRef ]
• Hesse, A.A.; Atadero, R.A.; Ozbek, M.E. Using Expert Opinion to Quantify Uncertainty in and Cost of Using Nondestructive Evaluation on Bridges. Adv. Civ. Eng. 2017 , 2017 , 7925193. [ Google Scholar ] [ CrossRef ]
• Zhang, L.; Wang, Y.; Zhang, J.; Zhang, S.; Guo, Q. Rockfall hazard assessment of the slope of Mogao Grottoes, China based on AHP, F-AHP and AHP-TOPSIS. Environ. Earth Sci. 2022 , 81 , 377. [ Google Scholar ] [ CrossRef ]
• Maiers, J.; Sherif, Y.S. Applications of fuzzy set theory. IEEE Trans. Syst. Man Cybern. 1985 , SMC-15 , 175–189. [ Google Scholar ] [ CrossRef ]
• Naji, K.K.; Gunduz, M.; Alhenzab, F.; Al-Hababi, H.; Al-Qahtani, A. Assessing the Digital Transformation Readiness of the Construction Industry Utiliz-ing the Delphi Method. Buildings 2024 , 14 , 601. [ Google Scholar ] [ CrossRef ]
• Abramov, I.; AlZaidi, Z.A.K. Evaluation of the Effective Functioning of Construction Enterprises in the Conditions of Occur-rence of Diverse Risk Factors. Buildings 2023 , 13 , 995. [ Google Scholar ] [ CrossRef ]
• Lapidus, A.; Abramov, I.; Kuzmina, T.; Abramova, A.; AlZaidi, Z.A.K. Study of the Sustainable Functioning of Construction Companies in the Conditions of Risk Factors. Buildings 2023 , 13 , 2282. [ Google Scholar ] [ CrossRef ]
• Zhu, Y. A Prediction Method of Enterprise Evaluation Based on Genetic Taboo Algorithm. In Proceedings of the 2023 IEEE 15th International Conference on Computational Intelligence and Communication Networks (CICN), Bangkok, Thailand, 22–23 December 2023; pp. 74–79. [ Google Scholar ]
• Khan, S.; Pervez, A.; Zhang, Y.; Ahmad, S.; Sharifzada, H.; Ismail, E.A.; Awwad, F.A. Comprehensive risk assessment of Pakistan railway network: A semi-quantitative risk matrix approach. Heliyon 2024 , 10 , e32682. [ Google Scholar ] [ CrossRef ]
• Wu, H.; Wang, J.; Feng, J.; Liu, D.; Liu, S. Research on the decision-making of flood prevention emergency plans during reservoir con-struction based on generalized intuitionistic fuzzy soft sets and TOPSIS. Water Supply 2020 , 20 , 3665–3675. [ Google Scholar ] [ CrossRef ]
• Ansari, R.; Dehghani, P.; Mahdikhani, M.; Jeong, J. A Novel Safety Risk Assessment Based on Fuzzy Set Theory and Decision Methods in High-Rise Buildings. Buildings 2022 , 12 , 2126. [ Google Scholar ] [ CrossRef ]
• Ilczuk, P.; Kycko, M. Risk Assessment in the Design of Railroad Control Command and Signaling Devices Using Fuzzy Sets. Appl. Sci. 2023 , 13 , 12460. [ Google Scholar ] [ CrossRef ]
• Gul, M. Application of Pythagorean fuzzy AHP and VIKOR methods in occupational health and safety risk assessment: The case of a gun and rifle barrel external surface oxidation and colouring unit. Int. J. Occup. Saf. Ergon. 2018 , 26 , 705–718. [ Google Scholar ] [ CrossRef ] [ PubMed ]
• Alık, A. A novel Pythagorean fuzzy AHP and fuzzy TOPSIS methodology for green supplier selection in the Industry 4.0 era. Soft Comput. 2021 , 25 , 2253–2265. [ Google Scholar ]
• Chen, Q.Y.; Liu, H.C.; Wang, J.H.; Shi, H. New model for occupational health and safety risk assessment based on Fermatean fuzzy linguistic sets and CoCoSo approach. Appl. Soft Comput. 2022 , 126 , 109262. [ Google Scholar ] [ CrossRef ]
• Shete, P.C.; Ansari, Z.N.; Kant, R. A Pythagorean fuzzy AHP approach and its application to evaluate the enablers of sustainable supply chain innovation. Sustain. Prod. Consum. 2020 , 23 , 77–93. [ Google Scholar ] [ CrossRef ]
• Ak, M.F.; Gul, M. AHP–TOPSIS integration extended with Pythagorean fuzzy sets for information security risk analysis. Com-Plex Intell. Syst. 2019 , 5 , 113–126. [ Google Scholar ] [ CrossRef ]
• Wang, L.; Wang, Y.-M.; Martínez, L. Fuzzy TODIM method based on alpha-level sets. Expert Syst. Appl. 2020 , 140 , 112899. [ Google Scholar ] [ CrossRef ]
• Zhang, Z.; Zhao, X.; Qin, Y.; Si, H.; Zhou, L. Interval type-2 fuzzy TOPSIS approach with utility theory for subway station operational risk evaluation. J. Ambient. Intell. Humaniz. Comput. 2012 , 13 , 4849–4863. [ Google Scholar ] [ CrossRef ]
• Wang, Y.M.; Elhag, T.M.S. Fuzzy TOPSIS method based on alpha level sets with an application to bridge risk assessment. Expert Syst. Appl. 2006 , 31 , 309–319. [ Google Scholar ] [ CrossRef ]
• Liu, P.; Ali, Z.; Mahmood, T. A method to multi-attribute group decision-making problem with complex q-rung orthopair lin-guistic information based on heronian mean operators. Int. J. Comput. Intell. Syst. 2019 , 12 , 1465–1496. [ Google Scholar ] [ CrossRef ]
• Al-shami, T.M. (2, 1)-Fuzzy sets: Properties, weighted aggregated operators and their applications to multi-criteria deci-sion-making methods. Complex Intell. Syst. 2023 , 9 , 1687–1705. [ Google Scholar ] [ CrossRef ]
• Mohamad, M.; Tran, D.Q. Risk-based prioritization approach to construction inspections for transportation projects. J. Constr. Eng. Manag. 2021 , 147 , 04020150. [ Google Scholar ] [ CrossRef ]
• Tian, Z.; Chen, Q.; Zhang, T. A method for assessing the crossed risk of construction safety. Saf. Sci. 2022 , 146 , 105531. [ Google Scholar ] [ CrossRef ]
• Nguyen, S.; Chen, P.S.-L.; Du, Y.; Thai, V.V. An Operational Risk Analysis Model for Container Shipping Systems considering Uncertainty Quantification. Reliab. Eng. Syst. Saf. 2021 , 209 , 107362. [ Google Scholar ] [ CrossRef ]
• Lu, X.; Phoon, K.K.; Xu, C.; Du, X.; Tang, C. A Probabilistic risk assessment approach for surface settlement caused by metro tunnel con-struction using credal network. ASCE-ASME J. Risk Uncertain. Eng. Syst. Part A Civ. Eng. 2022 , 8 , 04022040. [ Google Scholar ] [ CrossRef ]
• Duan, R.; Zhou, H.; Fan, J. Diagnosis strategy for complex systems based on reliability analysis and MA DM under epistemic uncertainty. Eksploat. I Niezawodn. 2015 , 17 . [ Google Scholar ] [ CrossRef ]
• Khalaj, M.; Tavakkoli-Moghaddam, R.; Khalaj, F.; Siadat, A. New definition of the cross entropy based on the Dempster-Shafer theory and its application in a decision-making process. Commun. Stat.–Theory Methods 2020 , 49 , 909–923. [ Google Scholar ] [ CrossRef ]
• Zhu, J.; Shuai, B.; Li, G.; Chin, K.S.; Wang, R. Failure mode and effect analysis using regret theory and PROMETHEE under linguistic neutro-sophic context. J. Loss Prev. Process Ind. 2020 , 64 , 104048. [ Google Scholar ] [ CrossRef ]
• Dabbagh, R.; Yousefi, S. A hybrid decision-making approach based on FCM and MOORA for occupational health and safety risk analysis. J. Saf. Res. 2019 , 71 , 111–123. [ Google Scholar ] [ CrossRef ]
• Wang, W.; Liu, X.; Qin, Y.; Fu, Y. A risk evaluation and prioritization method for FMEA with prospect theory and Choquet integral. Saf. Sci. 2018 , 110 , 152–163. [ Google Scholar ] [ CrossRef ]
• Okoli, C.; Pawlowski, S.D. The Delphi method as a research tool: An example, design considerations and applications. Inf. Manag. 2004 , 42 , 15–29. [ Google Scholar ] [ CrossRef ]
• Yager, R.R.; Abbasov, M.A. Pythagorean Membership Grades, Complex Numbers, and Decision Making. Int. J. Intell. Syst. 2013 , 28 , 436–452. [ Google Scholar ] [ CrossRef ]
• Zhang, C.; Hu, Q.; Zeng, S.; Su, W. IOWLAD-based MCDM model for the site assessment of a household waste processing plant under a Pythagorean fuzzy environment. Environ. Impact Assess. Rev. 2021 , 89 , 106579. [ Google Scholar ] [ CrossRef ]
• Zampieri, F.G.; Casey, J.D.; Shankar-Hari, M.; Harrell, F.E.; Harhay, M.O. Using Bayesian Methods to Augment the Interpretation of Critical Care Trials. An Overview of Theory and Example Reanalysis of the Alveolar Recruitment for Acute Respiratory Distress Syndrome Trial. Am. J. Respir. Crit. Care Med. 2021 , 203 , 543–552. [ Google Scholar ] [ CrossRef ] [ PubMed ]
• Nguyen, T.S.; Likitlersuang, S. Influence of the Spatial Variability of Soil Shear Strength on Deep Excavation: A Case Study of a Bangkok Underground MRT Station. Int. J. Géoméch. 2021 , 21 , 04020248. [ Google Scholar ] [ CrossRef ]
• Zhang, X.; Mahadevan, S. Bayesian network modeling of accident investigation reports for aviation safety assessment. Reliab. Eng. Syst. Saf. 2020 , 209 , 107371. [ Google Scholar ] [ CrossRef ]
• Abratenko, P.; An, R.; Anthony, J.; Arellano, L.; Asaadi, J.; Ashkenazi, A.; Spentzouris, P. New CC 0 π GENIE model tune for MicroBooNE. Phys. Rev. D 2022 , 105 , 072001. [ Google Scholar ] [ CrossRef ]
• Jia, Q.; Herrera-Viedma, E. Pythagorean Fuzzy Sets to Solve Z-Numbers in Decision-Making Model. IEEE Trans. Fuzzy Syst. 2022 , 31 , 890–904. [ Google Scholar ] [ CrossRef ]
• Meng, L.; Chonghui, Z.; Chenhong, Y.; Yujing, Y. Knowledge diffusion trajectories in the Pythagorean fuzzy field based on main path analysis. Int. J. Intell. Comput. Cybern. 2022 , 15 , 124–143. [ Google Scholar ] [ CrossRef ]
• Zhang, Y.; Jin, Z.; Mirjalili, S. Generalized normal distribution optimization and its applications in parameter extraction of pho-tovoltaic models. Energy Convers. Manag. 2020 , 224 , 113301. [ Google Scholar ] [ CrossRef ]
• Waldmann, M.R.; Martignon, L. A Bayesian network model of causal learning. In Proceedings of the Twentieth Annual Conference of the Cognitive Science Society ; Routledge: Routledge, UK, 2022; pp. 1102–1107. [ Google Scholar ]
• Guo, K.; Zhang, L. Multi-source information fusion for safety risk assessment in underground tunnels. Knowl.-Based Syst. 2021 , 227 , 107210. [ Google Scholar ] [ CrossRef ]
• Trzop, K.; Palka, D.; Szurgacz, D.; Sobik, L. Preventive measures to minimize natural hazards in the Polish underground mining in-dustry. In IOP Conference Series: Earth and Environmental Science ; IOP Publishing: Bristol, UK, 2021; Volume 684, p. 012009. [ Google Scholar ]
• Chen, H.; Li, H.; Goh, Y.M. A review of construction safety climate: Definitions, factors, relationship with safety behavior and research agenda. Saf. Sci. 2021 , 142 , 105391. [ Google Scholar ] [ CrossRef ]

Click here to enlarge figure

Share and Cite

Wang, Z.; Jiang, T.; Li, Z. Risk Assessment of Underground Tunnel Engineering Based on Pythagorean Fuzzy Sets and Bayesian Networks. Buildings 2024 , 14 , 2897. https://doi.org/10.3390/buildings14092897

Wang Z, Jiang T, Li Z. Risk Assessment of Underground Tunnel Engineering Based on Pythagorean Fuzzy Sets and Bayesian Networks. Buildings . 2024; 14(9):2897. https://doi.org/10.3390/buildings14092897

Wang, Zhenhua, Tiantian Jiang, and Zhiyong Li. 2024. "Risk Assessment of Underground Tunnel Engineering Based on Pythagorean Fuzzy Sets and Bayesian Networks" Buildings 14, no. 9: 2897. https://doi.org/10.3390/buildings14092897

Article Metrics

Article access statistics, further information, mdpi initiatives, follow mdpi.

Subscribe to receive issue release notifications and newsletters from MDPI journals

• Open access
• Published: 13 September 2024

The phenomenon of yoga in the imagination of Turkish nursing students: "The way to place goodness in the heart"

• Özüm Erki̇n 1 ,
• Aynur Çeti̇nkaya 2 &
• Begüm Güler 3  

BMC Nursing volume  23 , Article number:  655 ( 2024 ) Cite this article

Metrics details

The aim of the research is to shed light on the experiences of a group of nursing students enrolled in a yoga elective course who practiced yoga regularly for 14 weeks, regarding yoga and the phenomenon of doing yoga, with a qualitative approach.

This qualitative study was conducted at a public university in Izmir, Turkey. The study sample consisted of 61 students enrolled in the 1st-year yoga course at the Department of Nursing, Faculty of Health Sciences. Except for two students, 59 of them participated in the study. Participants attended a face-to-face yoga course once a week for 1.5 h over a 14-week period. Each session comprised 30 min of theoretical instruction and 60 min of practice. In data collection, an interview form containing five questions was used to understand nursing students' experiences and thoughts about practicing yoga. In addition, A4 sized papers in different colors were presented to the participants. The participants were asked to draw and/or cut a shape by choosing the paper in the color that most evokes yoga. Then they were asked to explain why they chose this color and why they drew this shape. Participants were given one hour. After the data were collected, the pictures drawn by the participants and their descriptions of their drawings were transferred to the computer and included in the analysis. Qualitative data were hand-coded by the researchers. Within in-vivo coding, code names were formed from the participants' expressions. The findings analyzed by content analysis were interpreted with the literature under the themes by presenting quotations.

It was determined that the participants used nature figures (sun, cloud, tree, sky, flower) (f = 75), people doing yoga (f = 12), and sound, light and other figures (bird sound, wave sound, candle, light bulb, traffic light, heart, eye, left key, peace, swing, India, circle, etc.) (f = 29) in the shapes they drew and cut out on A4 sized papers in different colors to describe their experiences and thoughts about practicing yoga. The participants mostly chose blue-green-yellow colors ( n  = 41). With qualitative question analysis, a list of codes was created from the answers given by the students to the questions for the phenomenon of “doing yoga” (number of codes = 98). After the analysis of the data, four categories were reached. The category names and frequency numbers explaining the phenomenon of practicing yoga were distributed as “symbol of health and serenity (f = 345)”, “the way to place goodness in your heart (f = 110)”, “the most effective way to meet the self (f = 93)” and “no guarantee of relaxation (f = 71)”, respectively.

Conclusions

The results indicate that yoga is perceived by nursing students as a multifaceted practice that evokes a range of emotional and physical responses. Most participants associate yoga with symbols of health, serenity, and self-awareness, often using natural elements and blue-green-yellow the colors to represent these feelings. However, there is also recognition that yoga may not guarantee relaxation for everyone, as some students reported difficulties in meditation, physical discomfort, and challenges in focusing. The study highlights the variability in how individuals experience yoga, emphasizing both its positive effects on well-being and the potential challenges in practice. These findings suggest that while yoga is widely valued for its calming and health-promoting benefits, it may not be universally effective in achieving relaxation or mindfulness.

Peer Review reports

Introduction

Yoga is a practice that has been subject to many different interpretations and translations over thousands of years. Patanjali's phrase "Yogas Chitta Vrittis Nirodha" translates to "Yoga is the cessation of the fluctuations of the mind" in English [ 1 ]. Hagen & Hagen (2024) have emphasized that yoga is commonly understood in society as a tool for mental calmness and balance[ 2 ]. This provides a comprehensive model for personal development, contributing to the individual's balanced harmony in every aspect—mental, physical, emotional, and spiritual [ 3 , 4 ]. By developing inner awareness as well as meta-awareness, yoga offers a roadmap for individuals to see and understand their own state and surroundings more clearly [ 5 ]. Yoga enhances physical functionality by alleviating pain and discomfort, thereby reducing physical ailments. Moreover, yoga offers physical health benefits, including increased strength and flexibility, as well as improved posture [ 6 , 7 , 8 , 9 , 10 ].

According to Bhavanani (2014), yoga extends beyond mere physical or mental health; it also addresses emotional, social, and spiritual needs [ 11 ]. By increasing personal awareness, it can strengthens both inner attachment and social connections [ 6 , 9 , 12 ]. Research shows that participants' self-confidence increases during yoga practice, and they might gain better skills to manage their mental health. This underscores not only the physical advantages of yoga but also its significant contributions to mental and emotional well-being [ 8 , 9 , 13 , 14 ]. Yoga can fosters heightened bodily awareness, elevates mood, and enhances overall well-being. It also promotes self-acceptance, personal fulfillment, and social harmony. This holistic process provides psychological relief and mental tranquility, aiding in the management of common mental health issues such as anxiety and depression [ 11 ].

Today, young adults increasingly experience stress, pressure, and mental health issues [ 15 ]. Research links young people's stress levels to high demands at school and the pressure to meet these demands [ 16 ]. Additionally, lack of physical activity and sleep problems also can contribute to their difficulties in coping with these issues [ 17 , 18 ]. Academic expectations from parents, especially those from middle-class families, can further increase the pressure on young people, leading them to evaluate their self-worth solely based on their achievements. This adds to the existing academic pressures, causing young people to worry more about future educational and career opportunities [ 19 ].

Yoga can physically contribute to nervous system balance by decreasing stress-related sympathetic activity and stimulating the parasympathetic system. Consequently, it can positively impact stress and mental health issues, particularly in young people. Nursing students, who often undergo a stressful educational period, can also benefit from these effects [ 20 , 21 , 22 , 23 , 24 ]. Therefore, it is recommended to integrate mindfulness programs, including breathing techniques, meditation, and yoga, into the nursing curriculum [ 21 , 22 ]. In the literature, a yoga course was integrated into the nursing curriculum in Turkey for the first time by Erkin and Aykar (2021) [ 20 ]. Most studies with students in the field of yoga in the literature are quantitative, although yoga has been studied in college students using qualitative methods, no studies found in nursing. This is one of the starting points of this research. The aim of the research is to shed light on the experiences of a group of nursing students enrolled in a yoga elective course who practiced yoga regularly for 14 weeks, regarding yoga and the phenomenon of doing yoga, with a qualitative approach. This qualitative study tries to fill this gap in the literature by explaining the imaginary meanings that nursing students attending yoga courses attribute to the yoga experience.

Design and participants

The research, designed in a qualitative type, was conducted during the 2018–2019 academic year. In line with the qualitative research approach, a purposeful sampling method was used. The qualitative method sees the experience of reality as subjective, varying from person to person. Moreover, it is a reliable method for studying a little known or understood area. Therefore, a qualitative descriptive design was adopted to explore students’ knowledge and perspectives [ 25 ].

Participants attended a face-to-face yoga course once a week for 1.5 h over a 14-week period. Each session comprised 30 min of theoretical instruction and 60 min of practice. The content of the yoga course is detailed in Table 1 . The theoretical component included a weekly 30-min PowerPoint presentation covering topics such as the history of yoga, meditation, breathing techniques (pranayama), yoga poses (asanas), chakras, mindfulness, and compassion. The practical sessions were conducted in a tranquil and dimly lit room, following a structured 60-min schedule: 15 min of pranayama (e.g., ocean breath, equal breathing, cooling breath, humming bee breath, alternate nostril breath, kapalbhati pranayama), 30 min of hatha yoga asanas involving gentle stretching and strengthening exercises with each pose held for 5–10 breaths and repeated five times, 5 min of meditation, and 10 min of shavasana. These sessions were led by a yoga instructor (first author) registered with the Yoga Alliance. No home practice was required. According to the course rules, students were allowed up to 20% absenteeism. At the end of the 14-week period, it was determined that students were absent for an average of 1.5 weeks. There was only one change in the planned yoga protocol. Although it was initially planned to use one breathing technique every two weeks, all breathing techniques were combined based on the students’ feedback and used in the sessions after students learned all the techniques (after the 6th week). Class attendance was encouraged through messages in a WhatsApp group. However, attendance was not included in the scoring.

The sample of the research was planned to consist of first-year students enrolled in the elective course "Yoga" in the Nursing Department of the Faculty of Health Sciences at İzmir Democracy University in Izmir ( N  = 61). Two students did not participate in the study because the topic and objectives did not interest them. Data were collected from a total of 59 nursing students on a voluntary basis. After the yoga course, the last week interviews were conducted with 59 participants who voluntarily agreed to participate in the study. Of the participants (n:59), 40 were female and 19 were male, with ages ranging from 18 to 21. Forty-six participants described their health perception as "good," nine as "very good," and four as "poor." (Appendix 1).

Data collection

Data collection was conducted using a structured interview form alongside a creative activity where participants were asked to draw a picture and write a text representing the concept of doing yoga. Data were collected through structured interviews guided by a pre-developed interview Schedule (see Appendix 1). The structured interview form developed for this study included seven open-ended questions and prompts designed to elicit detailed responses from the participants regarding their experiences with the yoga course. Prior to commencing data collection with the main participant group, the interview schedule was pilot tested with five nursing students who met the inclusion criteria but were not part of the final sample. This pilot testing allowed for refinement of the interview questions and ensured clarity and comprehensiveness.

After obtaining the necessary permissions for the research, the students engaged in the yoga course were comprehensively briefed on the study’s objectives, content, methodology, and the individuals responsible for its execution. The last week of "Yoga" course (14th week), students asked to draw a picture and write a text representing the concept of doing yoga. Each student was given colored A4 papers and, for those who wished to use them, colored pencils in the classroom environment. Before starting to draw, students were asked to write their gender on the back of the paper, but not their name or surname. In addition to the picture they drew, they were asked to write their thoughts about yoga and what they drew regarding the concept of doing yoga on a separate piece of paper or in appropriate spaces on their drawing paper. Besides students filled the interview form. They also filled out a structured interview form to capture their experiences and thoughts about practicing yoga. Participants were given one hour to complete the task. After the data were collected, the drawings and their related descriptions made by the participants were digitized and included in the analysis [ 26 ]. For security purposes, the data were stored in Google Drive™ accessible to authors.

To examine subjective experiences, the techniques of "drawing" and "description" were used together, attempting to integrate the strengths of both methods. Participants were provided with A4 papers in different colors and asked to choose the color that most reminded them of yoga. Starting from the theme of "The meaning of doing yoga for them," participants were asked to draw pictures representing their perceptions and to write descriptions related to their drawings. In a similar approach referred to as "projective technique" in the literature, the drawing is accepted as a tool for reflecting emotions. Projection means expression and is based on the assumption that "an individual's behavior is a reflection of their personality" [ 26 , 27 ].

Data analysis and interpretation process

The data were analyzed using an inductive approach. Inductive analysis involves coding the data to categorize it, identifying relationships between these categories, and reaching a holistic picture based on this. The key point in data analysis in this study was to create categorical labels embedded in the data [ 26 , 27 ]. In this study, a code list was developed, data were coded, categories were created, and data were reported within these categories. Data analysis was conducted by the researchers through coding. For some themes, in-vivo coding, which is included in the qualitative research methodology of grounded theory, was used as an inductive coding process. In vivo coding involves creating a theme tag using the code that comes directly from the data, i.e., the participant's own expressions [ 28 ].

All these processes were carried out in collaboration with two field experts (ÖE, AÇ). Similar codes were grouped together to form a certain number of categories and reported to establish the main idea in the data. Comparing codes and categories with the literature aimed to contribute to the validity of the data analysis. At the end of the data collection phase, a conceptual model related to the topic was developed by the researchers [ 26 ]

The research team acknowledges the importance of reflexivity in qualitative research. The first researcher, who has a PhD degree in public health nursing with 16 years of experience in nursing, is an instructor of yoga courses for undergraduate nursing students. The researcher maintained a critical awareness of their own biases and assumptions that could potentially influence the data analysis throughout the research process. We aimed to minimize bias by employing a systematic thematic analysis approach and by regularly discussing the emerging themes with a second author, who is a specialist on qualitative research and has a qualitative PhD thesis in public health nursing. This cooperation contributed to ensuring the findings’ objectivity and reliability. Regretfully, it was not possible to get direct participant input on the findings because of the anonymous nature of the data collection process. The third researcher, who is a master’s degree student in public health nursing with 3 years of clinical experience in nursing, is an instructor of yoga. Nonetheless, we think that the utilization of rich participant quotes in conjunction with the iterative analytic process guarantees that the results truly reflect the participants’ experiences with the yoga course.

Ethics approval and consent to participate

Before starting data collection, information about the research was provided to the school administration, permission was obtained, and contact was made with the participants. Approval was obtained from the Ethics Committee of Manisa Celal Bayar University (02/12/2019, no:20.478.486). Participation was based on voluntariness and willingness, and students were informed about sensitive points related to the teacher-student relationship (such as participation or non-participation in the research not affecting their performance evaluations, etc.). Written informed consent to participate was obtained from all of the participants in this study.

Research validity and reliability

In qualitative research, the researcher investigating the problem is at the center of the research. The main measurement tool in the research is the researcher themselves. Therefore, the issue of objectivity has always been at the center of methodological debates in social sciences. In qualitative research, the concept of "trustworthiness" is considered instead of validity and reliability [ 27 ]. Various criteria of trustworthiness were considered in the processes of this research.

During the data analysis phase, in the creation of the code list, and in the interpretation of the findings, a comprehensive perspective was attempted to be reflected through a thorough literature review on the subject. All records in the data collection and analysis processes were kept systematically. Quotations were made from all data sources. The frequencies of the drawings and descriptions were determined, and those with high frequencies and those that were strikingly related to the topic were included. The data collection and data analysis processes were reported in detail as far as space limitations allowed, and original quotations from the data were included. Furthermore, in the quotations, descriptions written by the participants in their own handwriting were also used.

The number of participants in the study was 56. This number is considered sufficient for an in-depth exploration of the research topic. Students were instructed to create an illustration and compose a text depicting the concept of practicing yoga. Each student received colored A4 paper, and colored pencils were provided for those who wished to use them within the classroom setting. Prior to beginning their drawings, students were asked to indicate their gender on the back of the paper, ensuring that they did not include their name or surname. Alongside their drawings, students were required to write their reflections on yoga and describe what they had drawn related to the practice of yoga, either on a separate sheet of paper or in suitable spaces on their drawing paper. Additionally, students completed an interview form. Participants were allotted one hour to finish the assignment. This approach allowed for a thorough and comprehensive examination of the participants’ perspectives. To enhance transferability, purposive sampling was employed in the study. In purposive sampling, participants are selected to have specific characteristics relevant to the research topic. This approach ensured that the participants’ perspectives would represent the research topic effectively. To ensure dependability, interview questions, data collection, and analysis were consistently applied throughout the entire research process. In this study, to achieve confirmability, all stages of the research were described openly and transparently, aiming to reduce the impact of researcher bias. All transcripts and notes used in the study were stored for reference.

The reporting process of the study adhered to the COREQ (CONsolidated criteria for Reporting Qualitative research) guidelines, as outlined by Tong et al. (2007) [ 29 ]. The study follows CLARIFY 2021 guidelines for reporting yoga research [ 30 ].

Participants expressed their experiences and thoughts about practicing yoga by drawing and cutting shapes on A4-sized papers of different colors. It was determined that they used nature figures (sun, cloud, tree, sky, flower) (f = 75), figures of people practicing yoga (f = 12), and other figures such as sound, light, and others (bird sound, wave sound, candle, light bulb, traffic light, heart, eye, key, peace, swing, India, circle, etc.) (f = 29). Participants mostly chose blue-green-yellow colors ( n  = 41).

A code list was created from the responses of students to questions about the concept of "practicing yoga" through qualitative question analysis (number of codes = 98). After analyzing the data, four categories were reached. The categories describing the concept of practicing yoga were distributed as follows in terms of symbols and frequency numbers: "symbol of health and tranquility (f = 345)", "the way to place goodness in your heart (f = 110)", "the most effective way to meet oneself (f = 93)", and "no guarantee of relaxation (f = 71)" (Fig. 1 ).

Concepts and codes identified in the qualitative analysis of nursing students' perception of the phenomenon of "practicing yoga"

Category 1. Symbol of health and serenity (f = 345)

The subcategories that received the most references from nursing students in explaining the phenomenon of practicing yoga under this category are "Serenity and Peace (f = 169)", "Comfort (f = 120)", "Health, Well-being, Happiness, and Energy (f = 56)". Below is the picture and description of the participant related to the subcategory "Symbol of Health and Serenity" (Fig. 2 ): "The reason for choosing the shape of a cloud and the color blue is that it brings me peace, reminds me to take deep breaths and be grateful. It reminds me that there are beautiful things in life and that I need to enjoy life." Additionally, "when you start doing yoga, your thoughts change, you feel rested, and your heart fills with peace." Participant 7, Female.

Cloud figure (blue) -participant 7

Participant 22 wrote the following in the interpretation of the figure they drew (Fig. 3 ): "The color blue always makes me feel happy and peaceful. I chose this color because yoga makes me feel peaceful and happy. For example, when I feel restless and unhappy, going to the beach, seeing the sea, seeing blue calms me down. Also, when I think of yoga, I imagine an endless deep blue sea. A sea with birds flying over it and a deep blue sky. A painting with sunny weather" Participant 22.

Interpretation by participant 22 (blue)

Participant 35's drawn figure is a butterfly, and their description is as follows (Fig. 4 ): “When I think of yoga, I think of a butterfly. Because when I do yoga, I feel as free and light as a butterfly. I imagine my wings taking me wherever I want inside. The green color relaxes me and makes me happy. The wings of the butterfly in my soul's greenery take me to purity…”.

Butterfly figure (green) -participant 35

Participant 9, in the chosen color and the comment on their drawing, expressed the following regarding the sub-category "Symbol of Health and Serenity" (Fig. 5 ): "I chose this color for its energy. Since energy is important in yoga, I chose orange. I chose this shape because I believe yoga is best done in a natural environment. Yoga reminds me of serenity, the feeling of being in emptiness, and relaxation (Fig. 5 )."

Tree figure and comment (orange) -participant 9

Participant 19, in the chosen figure and the comment on their drawing, stated the following (Fig. 6 ): "Because yoga reminds me of mental and physical health. In my opinion, health is manifested in the combination of blue and green colors. That is, balance in nature is something that exists in the soul and body." Participant 19 depicted a ladder figure in combination with blue and green, defining yoga as "soul and body therapy" (Fig. 6 ).

The place where the moon meets the sun (turquoise)-participant 19

Category 2. The way to place goodness in your heart (f = 110)

The meaning of the phenomenon of doing yoga by participant 11, an 18-year-old female nursing student, was labeled as "being aware of placing goodness in heart" as the category tag. This category, referred to 110 times by the participants, includes the subcategories of "Purification (f = 65)" and "Being a virtuous person (f = 45)". Participants mentioned virtues such as "patience, tolerance, love for all creatures, flexibility, equality, non-prejudice, peace, optimism, freedom" contributing to the concept.

Participant 51, an 18-year-old male who described his health as poor, used the light bulb figure to express "happiness, peace, security" and commented, "It causes positive effects on people" (Fig. 7 ). Participant 51 expressed the following regarding the subcategory " The way to place goodness in your heart" in the figure and comment (Fig. 7 ): "The light bulb illuminating the environment is connected to yoga. Yoga enlightens a person's mind."

Light bulb (yellow) -participant 51

Participant 39, a 19-year-old male, mentioned that practicing yoga leads to "thinking more compassionately." Participant 21, a female, stated, "Yoga is something that requires patience."

Here is the drawn peace figure and comment by participant 46, related to this category (Fig. 8 ). This participant said, "I chose pink because it opens up and gives peace. Of course, there is also light pink, not just dark pinks. I chose this sign because where there is yoga, there is love for all living beings, and where there is love, peace is inevitable."

Peace figure (pink) -participant 46

Category 3. The most effective way to meet yourself (f = 93)

For nursing students, practicing yoga means creating "awareness" and is the most effective way to meet oneself (f = 93). Participant 43, a 19-year-old female with a poor health perception, described feeling "calmer, more aware, and internally peaceful" when practicing yoga, as shown in Fig. 9 . Under the category of "the most effective way to meet oneself," Participant 43's figure and comment about yoga are as follows (Fig. 9 ): "…I chose this color because it gives me peace. The other colors make me restless, but this color makes me feel like I can breathe. Yellow is like an endless void to me. A color that makes me experience everything with all its reality. It's like a sky where you can escape from the chaos of the world and get lost in it…".

The world and heart (yellow) -participant 43

Participant 8 chose a cloud figure, describing yoga as "like rising above the clouds" and wrote the following about yoga practice: "Finding oneself in life, being at peace with oneself… [someone who starts practicing yoga] starts to know themselves, their love for life increases." Participant 8, Female.

Participant 33, a female who chose yellow for its calmness and non-straining quality, described the effect of yoga as "self-discovery" and wrote the following (Fig. 10 ): "You awaken your sleeping mind and body, and find the 'self' within you." Participant 33, Female.

Flower and human (yellow)- participant 33

The statement from participant 48 is as follows (Fig. 11 ): "In this image, what I want to convey is; the individual who practices yoga finds themselves, reaches their essence, and becomes aware of their own existence after a long and perhaps short journey. I chose the color orange because it reminds me that energy exists, is alive, and can be transmitted at any moment. For me, yoga is an indicator of energy. After yoga, the body revives and rejuvenates."

The road (orange)- participant 48

Category 4. No guarantee of relaxation (f = 71)

Among the nursing students ( n  = 59), 16 (27.1%) indicated that they do not recommend yoga. The subcategories of this category include "difficulty in relaxing during meditation/emptying the mind (f = 23)", physical complaints (f = 21)", "difficulty in focusing (f = 18)", and "negative perceptions (f = 9)". Participants used expressions such as "headache, neck pain, back pain, dizziness, exhausting, feeling bad, difficult, fear, nervousness, inability to relax, disbelief" in relation to this category. A 19-year-old male participant, participant 41, stated about yoga, "I cannot meditate, I do not feel comfortable." Participant 44, a 19-year-old female participant who rated her health as poor, stated during yoga, "I cannot fully control my breathing and do meditation, I cannot empty my mind, so I cannot achieve complete peace."

Yoga, often conceptualized in the Western world as a physical practice [ 31 ], is considered a practice that can calm the mind and access a higher state of consciousness where individual and universal consciousness merge, using the body [ 32 ], in yoga traditions, the physical, mental, and spiritual dimensions of the individual are intricately connected [ 1 ]. When we relate the benefits of yoga to traditional yoga theories and systems, it can be interesting to explore its connection with the chakra system and colors. The main focus of yoga can be to regulate the functioning of chakras while awakening the associated energies [ 33 , 34 ]. It was thought that the free association of the students' drawings and descriptions could provide guidance in determining their experiences related to the concept of yoga. In this study, where the experiences of nursing students who took the elective yoga course were evaluated with a qualitative approach, participants mostly chose blue, green, and yellow-colored papers, symbolizing nature. When viewed from the perspective of the chakra-yoga system explained in the yoga course, it was thought that the participants might have resonated with certain energy centers or chakras. Blue, green, and yellow colors are respectively associated with the throat chakra, heart chakra, and solar plexus chakra [ 35 ]. The throat chakra is associated with communication, speech power, intellectual development, creativity, and expression [ 36 ]. Participants 7 and 22, who currently perceive their health as good, and participant 19, who chose blue and turquoise colors, may reflect a desire for in-depth communication and original expression, or a need for improvement in these areas. During yoga practice, especially breathing exercises and poses focusing on the throat region can be worked on this chakra, thus enhancing students' capacity for clearer communication and expressing inner truths [ 37 , 38 ].

The philosophy of yoga emphasizes the importance of harmony and unity with nature, which is why many yoga asanas (poses) are named after elements from nature, such as the tree pose, which symbolizes the stability and balance of a tree through its strong roots and upward-reaching branches [ 39 ]. In this study, visuals related to yoga such as the sun, clouds, trees, sky, and flowers were found. Participant 9 recalling and drawing a tree figure during yoga experiences indicates their awareness of this symbolic relationship. Research has shown that spending time in nature has positive effects on people's mood and mental health [ 40 , 41 ]; similarly, many yoga philosophies emphasize the importance of being in harmony with nature [ 42 ]. Therefore, a student's preference for a natural environment while practicing yoga and associating this practice with a tree in nature is thought to reflect both the healing power of nature and the relationship of yoga poses with elements in nature. This symbiotic relationship reminds us of how interconnected humans are with nature and how yoga practice can strengthen this connection. This aspect of yoga can also encourage individuals to strengthen their relationship with nature and adopt a more respectful attitude towards the environment. This can be seen as a reflection of the principle of 'ahimsa' or non-harming, which is one of the foundational principles of yoga philosophy [ 43 ].

Deep breathing practices are fundamental components of yoga and meditation. Consciously controlling breathing can activate the parasympathetic nervous system and trigger the relaxation response [ 44 , 45 ]. Additionally, breath awareness is part of mindfulness practice and brings the individual into the present moment. Feeling gratitude helps a person recognize the positive aspects of their life and develop a more positive life perspective [ 46 ]. Gratitude practice can improve mental health and allow for greater enjoyment of life [ 47 ]. Participant 7's choice of a cloud shape and blue color is explained by the feeling of tranquility it brings, reminding them to take deep breaths and be thankful, and to remember that there are beautiful things in life that they should enjoy. Participant 7's statement confirms this. The shape of a cloud and the choice of the color blue directing them to take deep breaths, be thankful, remember that there are beautiful things in life, and enjoy life, can contribute to the participant's spirituality [ 48 ]. Such an approach can be balancing both mentally and emotionally, especially for students under academic pressure [ 49 ].

Yoga, meditation, and breathwork (pranayama) practices can be effective in creating a deep sense of peace by bringing individuals to the present moment and calming their inner dialogue [ 50 , 51 ]. Participant 22's statement, " The color blue always makes me feel happy and peaceful. I chose this color because yoga makes me feel peaceful and happy. For example, when I feel restless and unhappy, going to the beach, seeing the sea, and seeing blue calms me down ," also indicates the participant's association of yoga practice with feelings of peace and happiness, demonstrating the potential of yoga experience to provide inner tranquility and balance. Furthermore, the participant's desire to go to the beach and see the sea may refer to the healing and calming effect of nature [ 52 ]. Participant 19 states, " Yoga reminds me of spiritual and physical health. For me, health lives in the colors blue and green, meaning it is something in nature and in the spirit of nature ," and Participant 35 says, " When I think of yoga, I think of a butterfly because when I do yoga, I feel as light as a butterfly. I think my wings take me wherever I want inside me. The color green relaxes me, makes me happy, and the green inside me takes me to purity. " These statements may be associated with the heart chakra represented by the color green. This chakra is considered the center of love, compassion, and connection [ 36 ], and therefore, the association of green with this chakra may symbolize the participant's feelings of relaxation and happiness during yoga practice [ 48 ]. The phrase " the green inside me takes me to purity " in Participant 35's statement indicates that green represents purity and healing in the heart chakra, and the opening of this chakra allows the person to feel more peaceful and purer [ 53 ]. In this context, Participant 35's positive feelings toward green and the sense of relaxation may be a result of balancing and opening the heart chakra, contributing to their emotional experiences such as lightness and tranquility in yoga practices [ 54 ].

Participant 51, despite describing their health as poor, mentioning positive effects such as " Happiness, peace, trust " through the figure of a light bulb during yoga practices, can be explained by the illuminating effect of yoga on the mind. Just as a light bulb illuminates its surroundings, yoga enlightens the individual's mental and spiritual state, capable of transforming negative thoughts and emotions into positive ones. This contributes to achieving a general state of well-being and a positive mood by providing both physical and mental relaxation [ 55 ]. Participant 39 mentioned the effect of " thinking more humanely " while practicing yoga. Participant 21 commented that " yoga requires patience ." Participant 46 chose pink because " It opens up and gives peace within me, where there is yoga, there is love for all living beings, and where there is love, peace is inevitable. " Yoga can facilitates a tranquil mental state, reducing stress and tension, thereby promoting harmonious relationships and fostering peace within individuals and their social interactions. Central to yoga philosophy are humanism and the pursuit of a peaceful life [ 56 ] qualities reflected in participants' experiences, affirming yoga's role in cultivating positive personal and societal outcomes.

In the chakra system, colors and their associated energy centers are believed to promote balance and harmony in our daily lives and physical well-being [ 33 ]. Students' selection of these colors related to chakras may reflect their own energy balances and personal development needs, often unconsciously. Yoga practice can equips individuals with tools to enhance the harmony and integrity of these energy centers [ 57 ]. Participant 43, with a negative perception of health, reported becoming " A calmer person, awareness increases, and inner peace occurs; I chose this color (yellow) because it gives me peace. While other colors make me uneasy, when I look at this color, it feels like it gives me breath, and it continues to an endless void. Yellow, for me, is like escaping from the chaos of the world and getting lost in an endless sky ." Participants finding the color yellow soothing and describing it as providing a sense of freedom and freshness like an endless sky can be associated with the solar plexus chakra, typically represented by the color yellow [ 35 ]. This chakra is linked to self-confidence, willpower, and self-realization. [ 58 ]. Participant 33 described the experince of yoga with a flower and human figure as " Self-discovery ," stating, " you awaken your sleeping mind and body and find the 'self' within ." Participant 8 drawn a cloud figure, describing yoga as " like rising above the clouds," saying, "finding yourself in life, being at peace with yourself… [someone who starts practicing yoga] begins to know themselves, their love for life increases ."These statements and figures reinforce the basic themes of "self-discovery" and "being at peace with oneself" in yoga practice [ 59 ], indicating an important relationship between one's yoga practice, personal growth, and quest for inner peace [ 60 ]. Participant 48 believes that " After a long and perhaps short journey of practicing yoga, individuals find themselves, reach their essence, and become aware of their existence. I chose this color (orange) because it reminds me that energy exists, is alive, and can be transmitted at any moment. For me, yoga is a sign of energy; after yoga, the body revitalizes and refreshes. " The choice of orange suggests a strong relationship between yoga practice and energy, as this color, can be associated with the Sacral chakra, symbolizes vitality, creativity, and emotional balance [ 36 ].

In this study, there seem to be mixed views among some participants regarding yoga practice. While yoga and meditation are generally recommended as tools for reducing stress and enhancing personal well-being [ 24 , 61 , 62 ], some students (participants 41–44) have reported not finding this practice beneficial. For example, some participants have advised against practicing yoga due to physical discomfort (head, neck, and back pain, dizziness), inability to empty the mind during meditation, difficulty in focusing, and negative perceptions. The comments of participants 41 and 44 are thought to indicate their individual experiences regarding their inability to meditate and the discomfort they feel during yoga practice. Yoga and meditation practices can create different experiences in each individual; while they can be relaxing and healing for some, they can be challenging and discomforting for others [ 63 ]. This suggests that yoga and meditation can not universal solutions but practices that should be compatible with an individual's personal preferences, experiences, and health conditions [ 26 ].

Participants' health conditions can influence their experiences during yoga practice. Participants who feel unwell or have a specific health problem may find the practice challenging. This underscores the importance for educators and health professionals to provide stress management and relaxation techniques tailored to individual needs [ 64 ].

Limitations

The qualitative data collected in this study regarding the phenomenon of yoga is in Turkish. However, selecting an international journal for publication and translating the text into English may have limited the full conveyance of the figures and participants' expressions to the readers due to the unique cultural characteristics of the language. The concepts of yoga and chakras, meditation, and similar topics, which were theoretically as well as practically conveyed to the participants during the 14-week course content, may have influenced the participants' views on the phenomenon of yoga. The use of a qualitative design tradition in the research both limited the generalizability of the findings and contributed to the originality of the study.

This study has identified four themes that explain the phenomenon of practicing yoga. These are respectively; "symbol of health and tranquility", "way to place goodness in the heart", "most effective way to meet the self", and "no guarantee of relaxation" themes. The findings will contribute to a more comprehensive understanding of student experiences and ultimately understand their positive and negative experiences. By delving into the student perspective, this research aims to provide valuable insights for educators and healthcare professionals. Most of the research on the phenomenon of practicing yoga is conducted abroad, and it is a less studied area in Turkey. Although yoga, which is becoming increasingly popular in our country, is known to be a practice that makes a person feel good; research on how individuals feel about practicing yoga and how they think about it is specific to the subject. Participants associated practicing yoga with symbols and colors found in nature, emphasizing the importance of its effects on the body, mind, and spirituality. In addition, findings regarding the experiences of individuals practicing yoga, a practice that is also becoming increasingly popular in Turkey, have been obtained. Although it is seen that qualitative approaches such as in-depth interviews and content analysis are used in almost all of the qualitative studies on the subject [ 48 , 65 , 66 ], no study has been found that examines individuals' perceptions by drawing pictures and interpreting them. In this respect, the current research's unique research method can contribute to the literature.

Acknowledgements

The authors extend their sincere gratitude to the nursing students who willingly took part in this study. Their participation is greatly valued and appreciated.

Human ethics and consent to participate declarations

Applicable.

Not applicable.

Author information

Authors and affiliations.

Department of Public Health Nursing, Faculty of Health Sciences, Izmir Democracy University, Izmir, Turkey

Özüm Erki̇n

Department of Public Health Nursing, Faculty of Health Sciences, Manisa Celal Bayar University, Manisa, Turkey

Aynur Çeti̇nkaya

Begüm Güler

You can also search for this author in PubMed   Google Scholar

Contributions

ÖE and AÇ contributed to study design. AÇ contributed to analyze data. ÖE, AÇ and BG write the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Begüm Güler .

Ethics declarations

Ethical approval for the study was obtained from Manisa Celal Bayar University Non-invasive Clinical Research Ethics Committee (Decision no:20.478.486, Date:02/13/2019). We adhered to the principles of the Declaration of Helsinki and relevant guidelines. Written informed consent was obtained from all participants in this study. Participants were ensured to provide their consent voluntarily and without coercion. Written informed consent to participate was obtained from all of the participants in this study. Before the research, the purpose of the study was explained to the students and that they could leave the study at any time. At the beginning of the study, it was informed that participation in the study was voluntary and that no grade would be given. The evaluation of this course consisted of 10 open-ended questions as part of the year-end assessment. Students were asked to name 10 yoga poses they knew, describe the posture, explain the benefits, indicate the indications and contraindications, and identify the associated chakras. The grade distribution of the students was as follows: AA (n:31), BA (n:16), BB (n:6), CB (n:6).  Necessary precautions were taken to protect the confidentiality of the data, the identity information of the participants was not included in the data collection tools and all personal details in the data collection forms were kept confidential. The identifying images or other personal details of participants are presented in a way that does not compromise anonymity.

Consent for publication

Competing interests.

The authors declare no competing interests.

Additional information

Publisher’s note.

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Supplementary material 1. applicable (appendix 1)., rights and permissions.

Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/ .

Reprints and permissions

About this article

Cite this article.

Erki̇n, Ö., Çeti̇nkaya, A. & Güler, B. The phenomenon of yoga in the imagination of Turkish nursing students: "The way to place goodness in the heart". BMC Nurs 23 , 655 (2024). https://doi.org/10.1186/s12912-024-02288-y

Download citation

Received : 28 June 2024

Accepted : 23 August 2024

Published : 13 September 2024

DOI : https://doi.org/10.1186/s12912-024-02288-y

Share this article

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

• Nursing student
• Qualitative research

BMC Nursing

ISSN: 1472-6955

• General enquiries: [email protected]