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Advantages and disadvantages of literature review
This comprehensive article explores some of the advantages and disadvantages of literature review in research. Reviewing relevant literature is a key area in research, and indeed, it is a research activity in itself. It helps researchers investigate a particular topic in detail. However, it has some limitations as well.
What is literature review?
In order to understand the advantages and disadvantages of literature review, it is important to understand what a literature review is and how it differs from other methods of research. According to Jones and Gratton (2009) a literature review essentially consists of critically reading, evaluating, and organising existing literature on a topic to assess the state of knowledge in the area. It is sometimes called critical review.
A literature review is a select analysis of existing research which is relevant to a researcher’s selected topic, showing how it relates to their investigation. It explains and justifies how their investigation may help answer some of the questions or gaps in the chosen area of study (University of Reading, 2022).
A literature review is a term used in the field of research to describe a systematic and methodical investigation of the relevant literature on a particular topic. In other words, it is an analysis of existing research on a topic in order to identify any relevant studies and draw conclusions about the topic.
A literature review is not the same as a bibliography or a database search. Rather than simply listing references to sources of information, a literature review involves critically evaluating and summarizing existing research on a topic. As such, it is a much more detailed and complex process than simply searching databases and websites, and it requires a lot of effort and skills.
Advantages of literature review
Information synthesis
A literature review is a very thorough and methodical exercise. It can be used to synthesize information and draw conclusions about a particular topic. Through a careful evaluation and critical summarization, researchers can draw a clear and comprehensive picture of the chosen topic.
Familiarity with the current knowledge
According to the University of Illinois (2022), literature reviews allow researchers to gain familiarity with the existing knowledge in their selected field, as well as the boundaries and limitations of that field.
Creation of new body of knowledge
One of the key advantages of literature review is that it creates new body of knowledge. Through careful evaluation and critical summarisation, researchers can create a new body of knowledge and enrich the field of study.
Answers to a range of questions
Literature reviews help researchers analyse the existing body of knowledge to determine the answers to a range of questions concerning a particular subject.
Disadvantages of literature review
Time consuming
As a literature review involves collecting and evaluating research and summarizing the findings, it requires a significant amount of time. To conduct a comprehensive review, researchers need to read many different articles and analyse a lot of data. This means that their review will take a long time to complete.
Lack of quality sources
Researchers are expected to use a wide variety of sources of information to present a comprehensive review. However, it may sometimes be challenging for them to identify the quality sources because of the availability of huge numbers in their chosen field. It may also happen because of the lack of past empirical work, particularly if the selected topic is an unpopular one.
Descriptive writing
One of the major disadvantages of literature review is that instead of critical appreciation, some researchers end up developing reviews that are mostly descriptive. Their reviews are often more like summaries of the work of other writers and lack in criticality. It is worth noting that they must go beyond describing the literature.
Key features of literature review
Clear organisation
A literature review is typically a very critical and thorough process. Universities usually recommend students a particular structure to develop their reviews. Like all other academic writings, a review starts with an introduction and ends with a conclusion. Between the beginning and the end, researchers present the main body of the review containing the critical discussion of sources.
No obvious bias
A key feature of a literature review is that it should be very unbiased and objective. However, it should be mentioned that researchers may sometimes be influenced by their own opinions of the world.
Proper citation
One of the key features of literature review is that it must be properly cited. Researchers should include all the sources that they have used for information. They must do citations and provide a reference list by the end in line with a recognized referencing system such as Harvard.
To conclude this article, it can be said that a literature review is a type of research that seeks to examine and summarise existing research on a particular topic. It is an essential part of a dissertation/thesis. However, it is not an easy thing to handle by an inexperienced person. It also requires a lot of time and patience.
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Last update: 08 May 2022
References:
Jones, I., & Gratton, C. (2009) Research Methods for Sports Shttps://www.howandwhat.net/new/evaluate-website-content/tudies, 2 nd edition, London: Routledge
University of Illinois (2022) Literature review, available at: https://www.uis.edu/learning-hub/writing-resources/handouts/learning-hub/literature-review (accessed 08 May 2022)
University of Reading (2022) Literature reviews, available at: https://libguides.reading.ac.uk/literaturereview/starting (accessed 07 May 2022)
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What is the Purpose of a Literature Review?
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4-minute read
- 23rd October 2023
If you’re writing a research paper or dissertation , then you’ll most likely need to include a comprehensive literature review . In this post, we’ll review the purpose of literature reviews, why they are so significant, and the specific elements to include in one. Literature reviews can:
1. Provide a foundation for current research.
2. Define key concepts and theories.
3. Demonstrate critical evaluation.
4. Show how research and methodologies have evolved.
5. Identify gaps in existing research.
6. Support your argument.
Keep reading to enter the exciting world of literature reviews!
What is a Literature Review?
A literature review is a critical summary and evaluation of the existing research (e.g., academic journal articles and books) on a specific topic. It is typically included as a separate section or chapter of a research paper or dissertation, serving as a contextual framework for a study. Literature reviews can vary in length depending on the subject and nature of the study, with most being about equal length to other sections or chapters included in the paper. Essentially, the literature review highlights previous studies in the context of your research and summarizes your insights in a structured, organized format. Next, let’s look at the overall purpose of a literature review.
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Literature reviews are considered an integral part of research across most academic subjects and fields. The primary purpose of a literature review in your study is to:
Provide a Foundation for Current Research
Since the literature review provides a comprehensive evaluation of the existing research, it serves as a solid foundation for your current study. It’s a way to contextualize your work and show how your research fits into the broader landscape of your specific area of study.
Define Key Concepts and Theories
The literature review highlights the central theories and concepts that have arisen from previous research on your chosen topic. It gives your readers a more thorough understanding of the background of your study and why your research is particularly significant .
Demonstrate Critical Evaluation
A comprehensive literature review shows your ability to critically analyze and evaluate a broad range of source material. And since you’re considering and acknowledging the contribution of key scholars alongside your own, it establishes your own credibility and knowledge.
Show How Research and Methodologies Have Evolved
Another purpose of literature reviews is to provide a historical perspective and demonstrate how research and methodologies have changed over time, especially as data collection methods and technology have advanced. And studying past methodologies allows you, as the researcher, to understand what did and did not work and apply that knowledge to your own research.
Identify Gaps in Existing Research
Besides discussing current research and methodologies, the literature review should also address areas that are lacking in the existing literature. This helps further demonstrate the relevance of your own research by explaining why your study is necessary to fill the gaps.
Support Your Argument
A good literature review should provide evidence that supports your research questions and hypothesis. For example, your study may show that your research supports existing theories or builds on them in some way. Referencing previous related studies shows your work is grounded in established research and will ultimately be a contribution to the field.
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Conducting a Literature Review
Benefits of conducting a literature review.
- Steps in Conducting a Literature Review
- Summary of the Process
- Additional Resources
- Literature Review Tutorial by American University Library
- The Literature Review: A Few Tips On Conducting It by University of Toronto
- Write a Literature Review by UC Santa Cruz University Library
While there might be many reasons for conducting a literature review, following are four key outcomes of doing the review.
Assessment of the current state of research on a topic . This is probably the most obvious value of the literature review. Once a researcher has determined an area to work with for a research project, a search of relevant information sources will help determine what is already known about the topic and how extensively the topic has already been researched.
Identification of the experts on a particular topic . One of the additional benefits derived from doing the literature review is that it will quickly reveal which researchers have written the most on a particular topic and are, therefore, probably the experts on the topic. Someone who has written twenty articles on a topic or on related topics is more than likely more knowledgeable than someone who has written a single article. This same writer will likely turn up as a reference in most of the other articles written on the same topic. From the number of articles written by the author and the number of times the writer has been cited by other authors, a researcher will be able to assume that the particular author is an expert in the area and, thus, a key resource for consultation in the current research to be undertaken.
Identification of key questions about a topic that need further research . In many cases a researcher may discover new angles that need further exploration by reviewing what has already been written on a topic. For example, research may suggest that listening to music while studying might lead to better retention of ideas, but the research might not have assessed whether a particular style of music is more beneficial than another. A researcher who is interested in pursuing this topic would then do well to follow up existing studies with a new study, based on previous research, that tries to identify which styles of music are most beneficial to retention.
Determination of methodologies used in past studies of the same or similar topics. It is often useful to review the types of studies that previous researchers have launched as a means of determining what approaches might be of most benefit in further developing a topic. By the same token, a review of previously conducted studies might lend itself to researchers determining a new angle for approaching research.
Upon completion of the literature review, a researcher should have a solid foundation of knowledge in the area and a good feel for the direction any new research should take. Should any additional questions arise during the course of the research, the researcher will know which experts to consult in order to quickly clear up those questions.
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Literature reviews, what is a literature review, learning more about how to do a literature review.
- Planning the Review
- The Research Question
- Choosing Where to Search
- Organizing the Review
- Writing the Review
A literature review is a review and synthesis of existing research on a topic or research question. A literature review is meant to analyze the scholarly literature, make connections across writings and identify strengths, weaknesses, trends, and missing conversations. A literature review should address different aspects of a topic as it relates to your research question. A literature review goes beyond a description or summary of the literature you have read.
- Sage Research Methods Core This link opens in a new window SAGE Research Methods supports research at all levels by providing material to guide users through every step of the research process. SAGE Research Methods is the ultimate methods library with more than 1000 books, reference works, journal articles, and instructional videos by world-leading academics from across the social sciences, including the largest collection of qualitative methods books available online from any scholarly publisher. – Publisher
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- Literature Review: The What, Why and How-to Guide
- Introduction
Literature Review: The What, Why and How-to Guide — Introduction
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What are Literature Reviews?
So, what is a literature review? "A literature review is an account of what has been published on a topic by accredited scholars and researchers. In writing the literature review, your purpose is to convey to your reader what knowledge and ideas have been established on a topic, and what their strengths and weaknesses are. As a piece of writing, the literature review must be defined by a guiding concept (e.g., your research objective, the problem or issue you are discussing, or your argumentative thesis). It is not just a descriptive list of the material available, or a set of summaries." Taylor, D. The literature review: A few tips on conducting it . University of Toronto Health Sciences Writing Centre.
Goals of Literature Reviews
What are the goals of creating a Literature Review? A literature could be written to accomplish different aims:
- To develop a theory or evaluate an existing theory
- To summarize the historical or existing state of a research topic
- Identify a problem in a field of research
Baumeister, R. F., & Leary, M. R. (1997). Writing narrative literature reviews . Review of General Psychology , 1 (3), 311-320.
What kinds of sources require a Literature Review?
- A research paper assigned in a course
- A thesis or dissertation
- A grant proposal
- An article intended for publication in a journal
All these instances require you to collect what has been written about your research topic so that you can demonstrate how your own research sheds new light on the topic.
Types of Literature Reviews
What kinds of literature reviews are written?
Narrative review: The purpose of this type of review is to describe the current state of the research on a specific topic/research and to offer a critical analysis of the literature reviewed. Studies are grouped by research/theoretical categories, and themes and trends, strengths and weakness, and gaps are identified. The review ends with a conclusion section which summarizes the findings regarding the state of the research of the specific study, the gaps identify and if applicable, explains how the author's research will address gaps identify in the review and expand the knowledge on the topic reviewed.
- Example : Predictors and Outcomes of U.S. Quality Maternity Leave: A Review and Conceptual Framework: 10.1177/08948453211037398
Systematic review : "The authors of a systematic review use a specific procedure to search the research literature, select the studies to include in their review, and critically evaluate the studies they find." (p. 139). Nelson, L. K. (2013). Research in Communication Sciences and Disorders . Plural Publishing.
- Example : The effect of leave policies on increasing fertility: a systematic review: 10.1057/s41599-022-01270-w
Meta-analysis : "Meta-analysis is a method of reviewing research findings in a quantitative fashion by transforming the data from individual studies into what is called an effect size and then pooling and analyzing this information. The basic goal in meta-analysis is to explain why different outcomes have occurred in different studies." (p. 197). Roberts, M. C., & Ilardi, S. S. (2003). Handbook of Research Methods in Clinical Psychology . Blackwell Publishing.
- Example : Employment Instability and Fertility in Europe: A Meta-Analysis: 10.1215/00703370-9164737
Meta-synthesis : "Qualitative meta-synthesis is a type of qualitative study that uses as data the findings from other qualitative studies linked by the same or related topic." (p.312). Zimmer, L. (2006). Qualitative meta-synthesis: A question of dialoguing with texts . Journal of Advanced Nursing , 53 (3), 311-318.
- Example : Women’s perspectives on career successes and barriers: A qualitative meta-synthesis: 10.1177/05390184221113735
Literature Reviews in the Health Sciences
- UConn Health subject guide on systematic reviews Explanation of the different review types used in health sciences literature as well as tools to help you find the right review type
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Conducting a literature review: why do a literature review, why do a literature review.
- How To Find "The Literature"
- Found it -- Now What?
Besides the obvious reason for students -- because it is assigned! -- a literature review helps you explore the research that has come before you, to see how your research question has (or has not) already been addressed.
You identify:
- core research in the field
- experts in the subject area
- methodology you may want to use (or avoid)
- gaps in knowledge -- or where your research would fit in
It Also Helps You:
- Publish and share your findings
- Justify requests for grants and other funding
- Identify best practices to inform practice
- Set wider context for a program evaluation
- Compile information to support community organizing
Great brief overview, from NCSU
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- Steps in Conducting a Literature Review
What is a literature review?
A literature review is an integrated analysis -- not just a summary-- of scholarly writings and other relevant evidence related directly to your research question. That is, it represents a synthesis of the evidence that provides background information on your topic and shows a association between the evidence and your research question.
A literature review may be a stand alone work or the introduction to a larger research paper, depending on the assignment. Rely heavily on the guidelines your instructor has given you.
Why is it important?
A literature review is important because it:
- Explains the background of research on a topic.
- Demonstrates why a topic is significant to a subject area.
- Discovers relationships between research studies/ideas.
- Identifies major themes, concepts, and researchers on a topic.
- Identifies critical gaps and points of disagreement.
- Discusses further research questions that logically come out of the previous studies.
APA7 Style resources
APA Style Blog - for those harder to find answers
1. Choose a topic. Define your research question.
Your literature review should be guided by your central research question. The literature represents background and research developments related to a specific research question, interpreted and analyzed by you in a synthesized way.
- Make sure your research question is not too broad or too narrow. Is it manageable?
- Begin writing down terms that are related to your question. These will be useful for searches later.
- If you have the opportunity, discuss your topic with your professor and your class mates.
2. Decide on the scope of your review
How many studies do you need to look at? How comprehensive should it be? How many years should it cover?
- This may depend on your assignment. How many sources does the assignment require?
3. Select the databases you will use to conduct your searches.
Make a list of the databases you will search.
Where to find databases:
- use the tabs on this guide
- Find other databases in the Nursing Information Resources web page
- More on the Medical Library web page
- ... and more on the Yale University Library web page
4. Conduct your searches to find the evidence. Keep track of your searches.
- Use the key words in your question, as well as synonyms for those words, as terms in your search. Use the database tutorials for help.
- Save the searches in the databases. This saves time when you want to redo, or modify, the searches. It is also helpful to use as a guide is the searches are not finding any useful results.
- Review the abstracts of research studies carefully. This will save you time.
- Use the bibliographies and references of research studies you find to locate others.
- Check with your professor, or a subject expert in the field, if you are missing any key works in the field.
- Ask your librarian for help at any time.
- Use a citation manager, such as EndNote as the repository for your citations. See the EndNote tutorials for help.
Review the literature
Some questions to help you analyze the research:
- What was the research question of the study you are reviewing? What were the authors trying to discover?
- Was the research funded by a source that could influence the findings?
- What were the research methodologies? Analyze its literature review, the samples and variables used, the results, and the conclusions.
- Does the research seem to be complete? Could it have been conducted more soundly? What further questions does it raise?
- If there are conflicting studies, why do you think that is?
- How are the authors viewed in the field? Has this study been cited? If so, how has it been analyzed?
Tips:
- Review the abstracts carefully.
- Keep careful notes so that you may track your thought processes during the research process.
- Create a matrix of the studies for easy analysis, and synthesis, across all of the studies.
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The Literature Review: A Foundation for High-Quality Medical Education Research
a These are subscription resources. Researchers should check with their librarian to determine their access rights.
Despite a surge in published scholarship in medical education 1 and rapid growth in journals that publish educational research, manuscript acceptance rates continue to fall. 2 Failure to conduct a thorough, accurate, and up-to-date literature review identifying an important problem and placing the study in context is consistently identified as one of the top reasons for rejection. 3 , 4 The purpose of this editorial is to provide a road map and practical recommendations for planning a literature review. By understanding the goals of a literature review and following a few basic processes, authors can enhance both the quality of their educational research and the likelihood of publication in the Journal of Graduate Medical Education ( JGME ) and in other journals.
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The Literature Review Defined
In medical education, no organization has articulated a formal definition of a literature review for a research paper; thus, a literature review can take a number of forms. Depending on the type of article, target journal, and specific topic, these forms will vary in methodology, rigor, and depth. Several organizations have published guidelines for conducting an intensive literature search intended for formal systematic reviews, both broadly (eg, PRISMA) 5 and within medical education, 6 and there are excellent commentaries to guide authors of systematic reviews. 7 , 8
- A literature review forms the basis for high-quality medical education research and helps maximize relevance, originality, generalizability, and impact.
- A literature review provides context, informs methodology, maximizes innovation, avoids duplicative research, and ensures that professional standards are met.
- Literature reviews take time, are iterative, and should continue throughout the research process.
- Researchers should maximize the use of human resources (librarians, colleagues), search tools (databases/search engines), and existing literature (related articles).
- Keeping organized is critical.
Such work is outside the scope of this article, which focuses on literature reviews to inform reports of original medical education research. We define such a literature review as a synthetic review and summary of what is known and unknown regarding the topic of a scholarly body of work, including the current work's place within the existing knowledge . While this type of literature review may not require the intensive search processes mandated by systematic reviews, it merits a thoughtful and rigorous approach.
Purpose and Importance of the Literature Review
An understanding of the current literature is critical for all phases of a research study. Lingard 9 recently invoked the “journal-as-conversation” metaphor as a way of understanding how one's research fits into the larger medical education conversation. As she described it: “Imagine yourself joining a conversation at a social event. After you hang about eavesdropping to get the drift of what's being said (the conversational equivalent of the literature review), you join the conversation with a contribution that signals your shared interest in the topic, your knowledge of what's already been said, and your intention.” 9
The literature review helps any researcher “join the conversation” by providing context, informing methodology, identifying innovation, minimizing duplicative research, and ensuring that professional standards are met. Understanding the current literature also promotes scholarship, as proposed by Boyer, 10 by contributing to 5 of the 6 standards by which scholarly work should be evaluated. 11 Specifically, the review helps the researcher (1) articulate clear goals, (2) show evidence of adequate preparation, (3) select appropriate methods, (4) communicate relevant results, and (5) engage in reflective critique.
Failure to conduct a high-quality literature review is associated with several problems identified in the medical education literature, including studies that are repetitive, not grounded in theory, methodologically weak, and fail to expand knowledge beyond a single setting. 12 Indeed, medical education scholars complain that many studies repeat work already published and contribute little new knowledge—a likely cause of which is failure to conduct a proper literature review. 3 , 4
Likewise, studies that lack theoretical grounding or a conceptual framework make study design and interpretation difficult. 13 When theory is used in medical education studies, it is often invoked at a superficial level. As Norman 14 noted, when theory is used appropriately, it helps articulate variables that might be linked together and why, and it allows the researcher to make hypotheses and define a study's context and scope. Ultimately, a proper literature review is a first critical step toward identifying relevant conceptual frameworks.
Another problem is that many medical education studies are methodologically weak. 12 Good research requires trained investigators who can articulate relevant research questions, operationally define variables of interest, and choose the best method for specific research questions. Conducting a proper literature review helps both novice and experienced researchers select rigorous research methodologies.
Finally, many studies in medical education are “one-offs,” that is, single studies undertaken because the opportunity presented itself locally. Such studies frequently are not oriented toward progressive knowledge building and generalization to other settings. A firm grasp of the literature can encourage a programmatic approach to research.
Approaching the Literature Review
Considering these issues, journals have a responsibility to demand from authors a thoughtful synthesis of their study's position within the field, and it is the authors' responsibility to provide such a synthesis, based on a literature review. The aforementioned purposes of the literature review mandate that the review occurs throughout all phases of a study, from conception and design, to implementation and analysis, to manuscript preparation and submission.
Planning the literature review requires understanding of journal requirements, which vary greatly by journal ( table 1 ). Authors are advised to take note of common problems with reporting results of the literature review. Table 2 lists the most common problems that we have encountered as authors, reviewers, and editors.
Sample of Journals' Author Instructions for Literature Reviews Conducted as Part of Original Research Article a
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Common Problem Areas for Reporting Literature Reviews in the Context of Scholarly Articles
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Locating and Organizing the Literature
Three resources may facilitate identifying relevant literature: human resources, search tools, and related literature. As the process requires time, it is important to begin searching for literature early in the process (ie, the study design phase). Identifying and understanding relevant studies will increase the likelihood of designing a relevant, adaptable, generalizable, and novel study that is based on educational or learning theory and can maximize impact.
Human Resources
A medical librarian can help translate research interests into an effective search strategy, familiarize researchers with available information resources, provide information on organizing information, and introduce strategies for keeping current with emerging research. Often, librarians are also aware of research across their institutions and may be able to connect researchers with similar interests. Reaching out to colleagues for suggestions may help researchers quickly locate resources that would not otherwise be on their radar.
During this process, researchers will likely identify other researchers writing on aspects of their topic. Researchers should consider searching for the publications of these relevant researchers (see table 3 for search strategies). Additionally, institutional websites may include curriculum vitae of such relevant faculty with access to their entire publication record, including difficult to locate publications, such as book chapters, dissertations, and technical reports.
Strategies for Finding Related Researcher Publications in Databases and Search Engines
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Search Tools and Related Literature
Researchers will locate the majority of needed information using databases and search engines. Excellent resources are available to guide researchers in the mechanics of literature searches. 15 , 16
Because medical education research draws on a variety of disciplines, researchers should include search tools with coverage beyond medicine (eg, psychology, nursing, education, and anthropology) and that cover several publication types, such as reports, standards, conference abstracts, and book chapters (see the box for several information resources). Many search tools include options for viewing citations of selected articles. Examining cited references provides additional articles for review and a sense of the influence of the selected article on its field.
Box Information Resources
- Web of Science a
- Education Resource Information Center (ERIC)
- Cumulative Index of Nursing & Allied Health (CINAHL) a
- Google Scholar
Once relevant articles are located, it is useful to mine those articles for additional citations. One strategy is to examine references of key articles, especially review articles, for relevant citations.
Getting Organized
As the aforementioned resources will likely provide a tremendous amount of information, organization is crucial. Researchers should determine which details are most important to their study (eg, participants, setting, methods, and outcomes) and generate a strategy for keeping those details organized and accessible. Increasingly, researchers utilize digital tools, such as Evernote, to capture such information, which enables accessibility across digital workspaces and search capabilities. Use of citation managers can also be helpful as they store citations and, in some cases, can generate bibliographies ( table 4 ).
Citation Managers
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Knowing When to Say When
Researchers often ask how to know when they have located enough citations. Unfortunately, there is no magic or ideal number of citations to collect. One strategy for checking coverage of the literature is to inspect references of relevant articles. As researchers review references they will start noticing a repetition of the same articles with few new articles appearing. This can indicate that the researcher has covered the literature base on a particular topic.
Putting It All Together
In preparing to write a research paper, it is important to consider which citations to include and how they will inform the introduction and discussion sections. The “Instructions to Authors” for the targeted journal will often provide guidance on structuring the literature review (or introduction) and the number of total citations permitted for each article category. Reviewing articles of similar type published in the targeted journal can also provide guidance regarding structure and average lengths of the introduction and discussion sections.
When selecting references for the introduction consider those that illustrate core background theoretical and methodological concepts, as well as recent relevant studies. The introduction should be brief and present references not as a laundry list or narrative of available literature, but rather as a synthesized summary to provide context for the current study and to identify the gap in the literature that the study intends to fill. For the discussion, citations should be thoughtfully selected to compare and contrast the present study's findings with the current literature and to indicate how the present study moves the field forward.
To facilitate writing a literature review, journals are increasingly providing helpful features to guide authors. For example, the resources available through JGME include several articles on writing. 17 The journal Perspectives on Medical Education recently launched “The Writer's Craft,” which is intended to help medical educators improve their writing. Additionally, many institutions have writing centers that provide web-based materials on writing a literature review, and some even have writing coaches.
The literature review is a vital part of medical education research and should occur throughout the research process to help researchers design a strong study and effectively communicate study results and importance. To achieve these goals, researchers are advised to plan and execute the literature review carefully. The guidance in this editorial provides considerations and recommendations that may improve the quality of literature reviews.
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Literature Review - what is a Literature Review, why it is important and how it is done
What are literature reviews, goals of literature reviews, types of literature reviews, about this guide/licence.
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What is a literature review? "A literature review is an account of what has been published on a topic by accredited scholars and researchers. In writing the literature review, your purpose is to convey to your reader what knowledge and ideas have been established on a topic, and what their strengths and weaknesses are. As a piece of writing, the literature review must be defined by a guiding concept (e.g., your research objective, the problem or issue you are discussing, or your argumentative thesis). It is not just a descriptive list of the material available, or a set of summaries. " - Quote from Taylor, D. (n.d) "The literature review: A few tips on conducting it"
Source NC State University Libraries. This video is published under a Creative Commons 3.0 BY-NC-SA US license.
What are the goals of creating a Literature Review?
- To develop a theory or evaluate an existing theory
- To summarize the historical or existing state of a research topic
- Identify a problem in a field of research
- Baumeister, R.F. & Leary, M.R. (1997). "Writing narrative literature reviews," Review of General Psychology , 1(3), 311-320.
When do you need to write a Literature Review?
- When writing a prospectus or a thesis/dissertation
- When writing a research paper
- When writing a grant proposal
In all these cases you need to dedicate a chapter in these works to showcase what have been written about your research topic and to point out how your own research will shed a new light into these body of scholarship.
Literature reviews are also written as standalone articles as a way to survey a particular research topic in-depth. This type of literature reviews look at a topic from a historical perspective to see how the understanding of the topic have change through time.
What kinds of literature reviews are written?
- Narrative Review: The purpose of this type of review is to describe the current state of the research on a specific topic/research and to offer a critical analysis of the literature reviewed. Studies are grouped by research/theoretical categories, and themes and trends, strengths and weakness, and gaps are identified. The review ends with a conclusion section which summarizes the findings regarding the state of the research of the specific study, the gaps identify and if applicable, explains how the author's research will address gaps identify in the review and expand the knowledge on the topic reviewed.
- Book review essays/ Historiographical review essays : This is a type of review that focus on a small set of research books on a particular topic " to locate these books within current scholarship, critical methodologies, and approaches" in the field. - LARR
- Systematic review : "The authors of a systematic review use a specific procedure to search the research literature, select the studies to include in their review, and critically evaluate the studies they find." (p. 139). Nelson, L.K. (2013). Research in Communication Sciences and Disorders . San Diego, CA: Plural Publishing.
- Meta-analysis : "Meta-analysis is a method of reviewing research findings in a quantitative fashion by transforming the data from individual studies into what is called an effect size and then pooling and analyzing this information. The basic goal in meta-analysis is to explain why different outcomes have occurred in different studies." (p. 197). Roberts, M.C. & Ilardi, S.S. (2003). Handbook of Research Methods in Clinical Psychology . Malden, MA: Blackwell Pub.
- Meta-synthesis : "Qualitative meta-synthesis is a type of qualitative study that uses as data the findings from other qualitative studies linked by the same or related topic." (p.312). Zimmer, L. (2006). "Qualitative meta-synthesis: A question of dialoguing with texts," Journal of Advanced Nursing , 53(3), 311-318.
Guide adapted from "Literature Review" , a guide developed by Marisol Ramos used under CC BY 4.0 /modified from original.
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What is a literature review?
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A literature review is a critical analysis of the literature related to your research topic. It evaluates and critiques the literature to establish a theoretical framework for your research topic and/or identify a gap in the existing research that your research will address.
A literature review is not a summary of the literature. You need to engage deeply and critically with the literature. Your literature review should show your understanding of the literature related to your research topic and lead to presenting a rationale for your research.
A literature review focuses on:
- the context of the topic
- key concepts, ideas, theories and methodologies
- key researchers, texts and seminal works
- major issues and debates
- identifying conflicting evidence
- the main questions that have been asked around the topic
- the organisation of knowledge on the topic
- definitions, particularly those that are contested
- showing how your research will advance scholarly knowledge (generally referred to as identifying the ‘gap’).
This module will guide you through the functions of a literature review; the typical process of conducting a literature review (including searching for literature and taking notes); structuring your literature review within your thesis and organising its internal ideas; and styling the language of your literature review.
The purposes of a literature review
A literature review serves two main purposes:
1) To show awareness of the present state of knowledge in a particular field, including:
- seminal authors
- the main empirical research
- theoretical positions
- controversies
- breakthroughs as well as links to other related areas of knowledge.
2) To provide a foundation for the author’s research. To do that, the literature review needs to:
- help the researcher define a hypothesis or a research question, and how answering the question will contribute to the body of knowledge;
- provide a rationale for investigating the problem and the selected methodology;
- provide a particular theoretical lens, support the argument, or identify gaps.
Before you engage further with this module, try the quiz below to see how much you already know about literature reviews.
Research and Writing Skills for Academic and Graduate Researchers Copyright © 2022 by RMIT University is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License , except where otherwise noted.
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Frequently asked questions
What is the purpose of a literature review.
There are several reasons to conduct a literature review at the beginning of a research project:
- To familiarize yourself with the current state of knowledge on your topic
- To ensure that you’re not just repeating what others have already done
- To identify gaps in knowledge and unresolved problems that your research can address
- To develop your theoretical framework and methodology
- To provide an overview of the key findings and debates on the topic
Writing the literature review shows your reader how your work relates to existing research and what new insights it will contribute.
Frequently asked questions: Academic writing
A rhetorical tautology is the repetition of an idea of concept using different words.
Rhetorical tautologies occur when additional words are used to convey a meaning that has already been expressed or implied. For example, the phrase “armed gunman” is a tautology because a “gunman” is by definition “armed.”
A logical tautology is a statement that is always true because it includes all logical possibilities.
Logical tautologies often take the form of “either/or” statements (e.g., “It will rain, or it will not rain”) or employ circular reasoning (e.g., “she is untrustworthy because she can’t be trusted”).
You may have seen both “appendices” or “appendixes” as pluralizations of “ appendix .” Either spelling can be used, but “appendices” is more common (including in APA Style ). Consistency is key here: make sure you use the same spelling throughout your paper.
The purpose of a lab report is to demonstrate your understanding of the scientific method with a hands-on lab experiment. Course instructors will often provide you with an experimental design and procedure. Your task is to write up how you actually performed the experiment and evaluate the outcome.
In contrast, a research paper requires you to independently develop an original argument. It involves more in-depth research and interpretation of sources and data.
A lab report is usually shorter than a research paper.
The sections of a lab report can vary between scientific fields and course requirements, but it usually contains the following:
- Title: expresses the topic of your study
- Abstract: summarizes your research aims, methods, results, and conclusions
- Introduction: establishes the context needed to understand the topic
- Method: describes the materials and procedures used in the experiment
- Results: reports all descriptive and inferential statistical analyses
- Discussion: interprets and evaluates results and identifies limitations
- Conclusion: sums up the main findings of your experiment
- References: list of all sources cited using a specific style (e.g. APA)
- Appendices: contains lengthy materials, procedures, tables or figures
A lab report conveys the aim, methods, results, and conclusions of a scientific experiment . Lab reports are commonly assigned in science, technology, engineering, and mathematics (STEM) fields.
The abstract is the very last thing you write. You should only write it after your research is complete, so that you can accurately summarize the entirety of your thesis , dissertation or research paper .
If you’ve gone over the word limit set for your assignment, shorten your sentences and cut repetition and redundancy during the editing process. If you use a lot of long quotes , consider shortening them to just the essentials.
If you need to remove a lot of words, you may have to cut certain passages. Remember that everything in the text should be there to support your argument; look for any information that’s not essential to your point and remove it.
To make this process easier and faster, you can use a paraphrasing tool . With this tool, you can rewrite your text to make it simpler and shorter. If that’s not enough, you can copy-paste your paraphrased text into the summarizer . This tool will distill your text to its core message.
Revising, proofreading, and editing are different stages of the writing process .
- Revising is making structural and logical changes to your text—reformulating arguments and reordering information.
- Editing refers to making more local changes to things like sentence structure and phrasing to make sure your meaning is conveyed clearly and concisely.
- Proofreading involves looking at the text closely, line by line, to spot any typos and issues with consistency and correct them.
The literature review usually comes near the beginning of your thesis or dissertation . After the introduction , it grounds your research in a scholarly field and leads directly to your theoretical framework or methodology .
A literature review is a survey of scholarly sources (such as books, journal articles, and theses) related to a specific topic or research question .
It is often written as part of a thesis, dissertation , or research paper , in order to situate your work in relation to existing knowledge.
Avoid citing sources in your abstract . There are two reasons for this:
- The abstract should focus on your original research, not on the work of others.
- The abstract should be self-contained and fully understandable without reference to other sources.
There are some circumstances where you might need to mention other sources in an abstract: for example, if your research responds directly to another study or focuses on the work of a single theorist. In general, though, don’t include citations unless absolutely necessary.
An abstract is a concise summary of an academic text (such as a journal article or dissertation ). It serves two main purposes:
- To help potential readers determine the relevance of your paper for their own research.
- To communicate your key findings to those who don’t have time to read the whole paper.
Abstracts are often indexed along with keywords on academic databases, so they make your work more easily findable. Since the abstract is the first thing any reader sees, it’s important that it clearly and accurately summarizes the contents of your paper.
In a scientific paper, the methodology always comes after the introduction and before the results , discussion and conclusion . The same basic structure also applies to a thesis, dissertation , or research proposal .
Depending on the length and type of document, you might also include a literature review or theoretical framework before the methodology.
Whether you’re publishing a blog, submitting a research paper , or even just writing an important email, there are a few techniques you can use to make sure it’s error-free:
- Take a break : Set your work aside for at least a few hours so that you can look at it with fresh eyes.
- Proofread a printout : Staring at a screen for too long can cause fatigue – sit down with a pen and paper to check the final version.
- Use digital shortcuts : Take note of any recurring mistakes (for example, misspelling a particular word, switching between US and UK English , or inconsistently capitalizing a term), and use Find and Replace to fix it throughout the document.
If you want to be confident that an important text is error-free, it might be worth choosing a professional proofreading service instead.
Editing and proofreading are different steps in the process of revising a text.
Editing comes first, and can involve major changes to content, structure and language. The first stages of editing are often done by authors themselves, while a professional editor makes the final improvements to grammar and style (for example, by improving sentence structure and word choice ).
Proofreading is the final stage of checking a text before it is published or shared. It focuses on correcting minor errors and inconsistencies (for example, in punctuation and capitalization ). Proofreaders often also check for formatting issues, especially in print publishing.
The cost of proofreading depends on the type and length of text, the turnaround time, and the level of services required. Most proofreading companies charge per word or page, while freelancers sometimes charge an hourly rate.
For proofreading alone, which involves only basic corrections of typos and formatting mistakes, you might pay as little as $0.01 per word, but in many cases, your text will also require some level of editing , which costs slightly more.
It’s often possible to purchase combined proofreading and editing services and calculate the price in advance based on your requirements.
There are many different routes to becoming a professional proofreader or editor. The necessary qualifications depend on the field – to be an academic or scientific proofreader, for example, you will need at least a university degree in a relevant subject.
For most proofreading jobs, experience and demonstrated skills are more important than specific qualifications. Often your skills will be tested as part of the application process.
To learn practical proofreading skills, you can choose to take a course with a professional organization such as the Society for Editors and Proofreaders . Alternatively, you can apply to companies that offer specialized on-the-job training programmes, such as the Scribbr Academy .
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Ensuring sustainable digital inclusion among the elderly: a comprehensive analysis.
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1. Introduction
- To conduct a thorough literature review to discover factors influencing the adoption of digital technologies among the elderly, with a focus on the current state of digital exclusion.
- To explore the causes of the digital divide and identify key contributors that can lead to sustainable digital inclusion.
- To perform in-depth analysis of various data sources to investigate patterns and trends and to obtain a global perspective on socio-economic factors and their link to social sustainability.
- RQ1: What is the current state of digital exclusion among the elderly, particularly in terms of competency with devices such as computers, smartphones, and other digital tools?
- RQ2: What are the primary factors affecting the digital divide among elderly people, and how can these factors ensure sustainable digital inclusion among the elderly?
- RQ3: How does the digital exclusion vary among different countries and cultures, and are there any variations in digital exclusion in High-Income Countries (HICs) and Lower Middle-Income Countries (LMICs)?
- The HICs and LMICs selected for this study were analyzed independently to determine the differences in digital exclusion between them, taking into account how diverse social and economic conditions influence technology usage among older people. It describes how different country features influence digital exclusion.
- The list of factors influencing the digital divide among the elderly includes socio-economic factors, health-related issues, and age-related limitations. By connecting these characteristics to theories such as socio-economic and ecological systems [ 9 ], the research provides insights into how they interact and how they affect digital inclusion.
- This study examines the technological challenges faced by elderly people by considering the “Digital Divide Theory” [ 10 ] to assess how digital literacy factors influence digital exclusion.
- The analysis of five cohorts from diverse regions to identify how regional and environmental characteristics affect digital exclusion.
- Applying different statistical analyses, such as Principal Component Analysis (PCA), component matrix, and pattern matrix, to understand the major factors affecting digital exclusion. These methods help to analyze how diverse factors contribute to a better understanding of digital exclusion.
- The use of the factor analysis method identified the primary factors influencing digital exclusion among the elderly as socio-economic, age-related limitations and health-related issues. This finding supports the Ecological Systems Theory [ 9 ], providing evidence about how these factors affect digital exclusion among the elderly.
- Analyzing the linear trend in the association between digital exclusion and country type.
- The study identifies a linear trend in the relationship between age group and country type and illustrates the interaction between age and socio-economic factors in the context of digital exclusion. This finding supports the Ecological Systems Theory [ 9 ] showing how multiple factors like age- and country-specific factors impacts digital exclusion among elderly.
2. Research Background
2.1. current state of digital exclusion, 2.2. factors influencing the digital divide, 2.3. technological challenges faced by the elderly, 2.4. initiatives to reduce digital divide, 2.5. previous research studies.
- H1: There is a significant percentage of elderly people who lack the skills to use computers, smartphones, and digital tools.
- H2: Less access to digital devices and the internet, as well as lower education levels, are significantly associated with higher rates of digital exclusion among the elderly.
- H3: Digital exclusion is influenced by cultural settings, and the digital exclusion rate is higher in LMICs compared to HICs.
3. Research Strategy
3.1. data collection, 3.2. type of research design.
- Research journals, databases, academic sources and organizational websites, and newspapers were utilized to get the relevant information needed for the research. The Leeds Beckett Online Library, Google Scholar, PubMed, and SCOPUS were mainly considered to identify the research papers.
- The terms like “digital exclusion of the elderly”, “digital divide”, “older people digital needs”, “digital literacy among older adults” were used to search and identify the relevant knowledge.
- The initiatives to reduce digital exclusion in each country was identified through Google search and collecting details from the respective websites.
- The statistical data from government organizations such as Office for National Statistics were collected for providing insights.
3.3. Quantitative Analysis
3.3.1. data collection and transformation.
- Some records lacked age information but had year-of-birth information available. So, using Microsoft Excel (v2403), the actual age was calculated based on the year of birth and the year of the interview.
- As the research focused on older adults aged 55 and above, details for those under 55 were omitted.
- Some records with missing gender fields were updated to ‘Not known’.
- The null values for health issues (diabetes, high blood pressure, tumor, lungs, heart) were updated as ‘NA’.
- The digitally excluded persons were identified by analyzing the different values from each dataset, such as internet, mobile, and social media usage.
- A new field, “digitally excluded”, was created to represent people who had not used social media or the internet in over a month.
- After cleaning and transforming the dataset, the commonly available variables from these five datasets were merged.
- The records were then categorized according to different age groups (55–64, 65–74, and 75+) considering the age of each individual and a new field was given for representing the age group of each record. This was helpful to analyze the variations in digital exclusion between the different age groups.
- Finally, we introduced a new field to represent the country type (HICs and LMICs) and updated it according to the country.
3.3.2. Descriptive Statistics
- The details of age (mean, median, and standard deviation (SD)); age groups (55–64, 65–74, 75+); gender (male and female); and fields like age preventing the performance of actions, usually feel left out/lonely, feel lack of control, feel stressed/anxious, completed high school, living with partner, widowed, area lived (rural area or village, town, a big city/the suburbs or outskirts of big city, nursing home or care facility), reported poor health rating, health issues (diabetes, hypertension, tumor, lungs, heart), sight impaired, attended training courses within last 12 months, and digital exclusion rate was added in the descriptive statistics for each country.
- The descriptive analysis included factors such as health, education, family situation, wealth, and psychological well-being.
- The details for the area lived: a big city/the suburbs or outskirts of a big city was not available from the datasets for the UK, India, Brazil, and Mexico. Therefore, it is recorded as blank.
- Similarly, the details of attended training courses within the last 12 months are not recorded for India and Mexico since it was not available from the datasets.
3.3.3. Primary Factors Affecting Digital Exclusion
- All the available variables were taken for factor analysis, and the PCA analysis was conducted with the ‘factor’ option under Analyze > component reduction in SPSS.
- From the ‘Descriptives’ tab, KMO and Bartlett’s test of sphericity was chosen; we selected ‘Principal components’ as the extraction method, chose a correlation matrix for analysis, and selected scree plots, and extraction was performed based on an Eigenvalue > 1.
- The ‘Promax’ method was chosen for rotation, and the coefficients less than 0.3 were suppressed.
- The variables having commonalities of less than 0.3 were removed from factor analysis to focus on the variables which are more related to the underlying factors and to obtain clear and meaningful results.
3.4. Comparative Analysis
- Variations in digital exclusion.
- Variations in life satisfaction among digitally excluded people.
- Impact of health rating by the interaction of digital exclusion and country type.
4. Results and Discussion
4.1. statistical summary, 4.1.1. hics, 4.1.2. lmics, 4.2. rq1: what is the current state of digital exclusion among the elderly, particularly in terms of competency with devices such as computers, smartphones, and other digital tools, 4.2.1. internet usage vs. internet connection, 4.2.2. device ownership vs. internet use, 4.2.3. digital exclusion vs. age, 4.2.4. digital exclusion vs. country type, 4.2.5. digital exclusion vs. country type and age group, 4.2.6. digital exclusion vs. life satisfaction, 4.3. rq2: what are the primary factors affecting the digital divide among the elderly people, and how these factors can ensure sustainable digital inclusion among the elderly, 4.3.1. factor analysis using pca (principal component analysis), 4.3.2. total variance, 4.3.3. scree plot, 4.3.4. component matrices, 4.4. convergent and discriminant validity, 4.4.1. convergent validity, 4.4.2. discriminant validity, 4.4.3. factors affecting digital exclusion, 4.5. rq3: how does digital exclusion vary among different countries and cultures, and are there any variations in digital exclusion in high-income countries (hics) and lower middle-income countries (lmics), 4.5.1. variations of digital exclusion between hics and lmics.
- Pearson’s chi-square statistics are highly significant ( p < 0.001), which indicates that there is a strong association between country type and digital exclusion [ 63 ].
- Continuity correction is a modification of the chi-square test for 2 × 2 contingency tables, and the p -value (<0.001) confirms the strong association found in chi-square tests.
- Likelihood ratio compares how well the observed data fit the null hypothesis to a model in which the variables are independent, and the p -value (<0.001) explains that the data fit the model better than the null hypothesis [ 64 ].
- Fisher’s exact test is used for a small sample size, and it confirms that there is a strong association found in the above tests [ 65 ].
- Linear-by-linear association indicates the linear trend in the association between these variables, and the p -value is <0.001, indicating a significant linear trend in the association [ 66 ].
4.5.2. Variation of Digital Exclusion between Different Age Groups in HICs and LMICs
- Pearson’s chi-square statistics value of 4557.933 with a p -value (<0.001) suggests that there is a significant association between the age group and country types [ 63 ].
- The likelihood ratio also has a p -value (<0.001), which represents a highly significant association [ 64 ].
- The linear-by-linear association of chi-square statistics is 4000.725, which indicates there is a linear trend in the association between these variables [ 66 ].
4.5.3. Variation in Life Satisfaction among HIC and LMIC of Digitally Excluded People
4.5.4. how the health rating is impacted by the interaction of digital exclusion and hics and lmics, 5. conclusions and future work, author contributions, institutional review board statement, informed consent statement, data availability statement, conflicts of interest.
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Click here to enlarge figure
Country | 2024 | 2025 | 2026 | 2027 | 2050 | 2075 |
---|---|---|---|---|---|---|
Austria | 35.5 | 37.1 | 37.7 | 39 | 56 | 63.1 |
Brazil | 17.7 | 18.3 | 19 | 19.8 | 39.5 | 62.3 |
Bulgaria | 2.7 | 39.2 | 2.6 | 2.6 | 54.6 | 52.6 |
Estonia | 35.3 | 39.2 | 36.2 | 36.6 | 54.9 | 59 |
France | 39 | 40.9 | 40.4 | 41.2 | 54.5 | 55.8 |
Germany | 42.4 | 41.4 | 45.1 | 46.7 | 58.1 | 63.1 |
India | 11.9 | 12.7 | 12.4 | 12.7 | 22.5 | 37 |
Mexico | 15.7 | 14.8 | 16.7 | 17.2 | 28.9 | 53.7 |
Romania | 3.3 | 35.3 | 3.2 | 3.2 | 52.2 | 58 |
United Kingdom | 34.8 | 35.9 | 36.2 | 36.9 | 47.1 | 53 |
Factors | Theoretical Framework | Findings | References |
---|---|---|---|
Personal Factors | |||
Socio-economic Status | It indicates the social and financial well-being of a person (The Digital Divide Theory) | Individuals with high-income can buy digital gadgets and high-speed internet plans. The difference in income affects the digital adoption rates. | [ , , ] |
Level of Education | Refers to the highest level of education completed by an individual, which influences digital usage (Unified Theory of Acceptance and use of Technology) | Older people with higher educational qualifications use digital technologies more efficiently. | [ , , ] |
Disabilities | It describes the physical as well as mental ability of a person to use technology (Ecological Systems Theory) | The level of disability among older people has an impact on digital media utilization. | [ , , ] |
Environmental Factors | |||
Geographical Location | It refers to the location of a person, such as urban or rural, which can impact on how they use technology (Ecological Systems Theory) | Digital exclusion varies by location, and people from rural areas have less digital proficiency. | [ , , ] |
Access to Technologies | It indicates the user’s accessibility to digital technologies (Ecological Systems Theory) | Availability of resources is a factor causing digital exclusion. | [ , , ] |
Social Factors | |||
Marital Status | Describes whether a person is married, widowed, single, or divorced, which affects social support (Ecological Systems Theory) | Marital status is the main factor defining digital exclusion. | [ , , ] |
Social Networks | Having supported social networks helps people in using technology (Ecological Systems Theory) | Elderly individuals with less social networks are more digitally isolated. | [ , , ] |
Challenges | Findings | References |
---|---|---|
Lack of expertise | It can cause fear of breaking something or difficulty to follow instructions. | [ , , ] |
Privacy concerns | Privacy and security concerns for using digital technologies have a direct impact on digital exclusion. | [ , ] |
Usability concerns | Designing user interfaces without considering the needs of older people introduces usability concerns. | [ , ] |
Availability of resources | The availability of ICT devices like mobile phones, tablets, and computers and internet availability have an impact on digital exclusion rates. | [ , ] |
Country | Initiatives/Programs | Objective | Ref. |
---|---|---|---|
Austria | Digital Seniors | Encourage easier access to modern technologies for elderly | [ ] |
A1 Senior Academy | Provides free courses to seniors to develop digital skills | [ ] | |
Germany | Bildung und Lernen im Alter | Provide training and programs to promote digital inclusion among elderly | [ ] |
The BOOMER project | Reduce digital gap by providing educational resources and courses | [ ] | |
France | Digitruck | Provides basic digital skills | [ ] |
UK | One Digital | Provide training to candidates to provide support to elderly in higher digital exclusion areas | [ ] |
Bulgaria and Romania | DIGITOL project | Provide tailored digital literacy for senior citizens | [ ] |
India | Agewell Digital Literacy Program | Conduct digital literacy programs for senior citizens in Delhi | [ ] |
Brazil | MediaWise for Seniors | Improve digital skills among older adults | [ ] |
Mexico | Digital Literacy for Adults and Older Adults | Provide digital media classes for older people | [ ] |
Factors Contributing to Digital Exclusion | Research Objective | Methodology Used | Results | Limitations | Ref. |
---|---|---|---|---|---|
Socio-economic and Functional Dependence | Examine the relationship between digital exclusion and functional dependence | Longitudinal analysis of 23 countries using data from five cohorts, including the UK, USA, Mexico, China, and 19 European countries | [ ] | ||
Digital Skills and Literacy | Find the current status of digital exclusion among elderly in Korea | Statistical analysis using Korea Information Society Agency report from 2017 to 2022 | Digital divide is mainly caused by the lack of skills needed to install and use digital devices | [ ] | |
Cultural and Psychological Constraints | Identify the causes of digital exclusion among elderly people in Poland | Conducting interviews with 30 respondents in Poland who are not from older age group | Fear of digital gadgets, new features, learning mindsets, and economic issues contribute to digital exclusion. | [ ] | |
Access to Technologies | Identify and analyze the main factors contributing to digital exclusion | Systematic review of 50 articles | [ ] | ||
Social Relationships, Quality of Life | Analyze digital exclusion among elderly | Literature review using articles from the recent five years | Regardless of the adoption of ICT, elderly people still face digital exclusion | [ ] | |
Technological Engagements | Examine the technological practices of elderly digital non-users | Qualitative analysis of 15 interviews | Older people who identified themselves as a "non-user" were discovered to be using digital devices in varied ways | [ ] | |
Peer Influences | Analyze the effect of peer influences on digital use among elderly | Regression model with survey data from China | Older people are more likely to use internet with peer influences | [ ] | |
Digital Health usage Patterns | Examine the health usage habits among elderly in Hungary | Survey | Older people are highly interested in using digital healthcare | [ ] | |
Artificial Intelligence enabled Digital Transformation | Analyze AI-enabled healthcare transformation among elderly | Comprehensive review of 63 articles | AI helps the elderly in receiving better healthcare | [ ] | |
Healthcare Efficiency | Analyze impact of digital transformation on healthcare quality | Systematic review | Digital technologies can improve the quality and operational efficiency of healthcare | [ ] |
Austria N = 2821 | Germany N = 3138 | France N = 2726 | Estonia N = 4539 | United Kingdom N = 6821 | |
---|---|---|---|---|---|
Age Median (Q1–Q3), | 74 (55–102) | 71 (55–99) | 72 (55–104) | 72 (55–101) | 69 (55–89) |
Mean, | 74 | 71 | 72 | 72 | 69 |
Standard Deviation | 8 | 9 | 10 | 10 | 9 |
Age group 55–64 | 411 (15.0) | 548 (17.5) | 532 (20.0) | 1090 (24.0) | 2276 (33.4) |
Age group 65–74 | 992 (35.2) | 813 (26.0) | 1080 (40.0) | 1548 (34.1) | 2617 (38.4) |
Age group 75+ | 1207 (43.0) | 653 (21.0) | 999 (37.0) | 891 (20.0) | 1928 (28.3) |
Gender: Male | 1115 (40.0) | 931 (30.0) | 1086 (40.0) | 1691 (37.3) | 3097 (45.4) |
Gender: Female | 1653 (59.0) | 1083 (35.0) | 1525 (56.0) | 2838 (63.0) | 3734 (55.0) |
Age preventing performance of actions | 208 (7.4) | 351 (11.2) | 361 (13.2) | 704 (16.0) | 791 (12.0) |
Usually feel left out/lonely | 17 (1.0) | 65 (2.1) | 136 (5.0) | 194 (4.3) | 304 (5.0) |
Mostly feel lack of control | 77 (3.0) | 248 (8.0) | 187 (7.0) | 335 (7.4) | 423 (6.2) |
Feel stressed/anxious | 63 (2.2) | 232 (7.4) | 113 (4.1) | 91 (2.0) | 617 (9.0) |
Completed high school | 20 (1.0) | 39 (1.2) | 16 (1.0) | 23 (1.0) | 31 (1.0) |
Living with partner | 30 (1.1) | 96 (3.1) | 53 (2.0) | 47 (1.0) | 4239 (62.1) |
Widowed | 56 (2.0) | 95 (3.0) | 68 (2.5) | 157 (4.0) | 1560 (22.9) |
Area lived: Rural area or village | 89 (3.2) | 1023 (33.0) | 1179 (43.3) | 935 (21.0) | 1500 (22.0) |
Area lived: town | 33 (1.2) | 1051 (33.5) | 932 (34.2) | 1164 (26.0) | 1227 (18.0) |
Area lived: A big city/the suburbs or outskirts of big city | 60 (2.1) | 705 (22.5) | 298 (11.0) | 642 (14.1) | |
Living in nursing home/care facility | 31 (1.1) | 43 (1.4) | 41 (2.0) | 29 (1.0) | 29 (0.4) |
Health rating—poor | 184 (7.0) | 164 (5.2) | 172 (6.3) | 696 (15.3) | 532 (8.0) |
Health Issues—Diabetes | 352 (12.5) | 357 (11.4) | 253 (9.3) | 653 (14.4) | 884 (13.0) |
Health Issues—Hypertension | 1103 (39.1) | 973 (31.0) | 719 (26.4) | 2199 (48.4) | 2666 (39.1) |
Health Issues—Heart problems | 409 (14.5) | 303 (10.0) | 272 (10.0) | 948 (21.0) | 378 (6.0) |
Health issues—Lungs | 195 (7.0) | 208 (7.0) | 125 (5.0) | 299 (7.0) | 449 (7.0) |
Health issues—Tumor | 120 (4.3) | 184 (6.0) | 101 (4.0) | 236 (5.2) | 1017 (15.0) |
Sight impaired | 31 (1.1) | 49 (1.6) | 62 (2.3) | 167 (3.7) | 50 (1.0) |
Attended training courses within last 12 months | 179 (6.3) | 392 (12.5) | 207 (8.0) | 364 (8.0) | 359 (5.3) |
Shortage of money | 113 (4.0) | 253 (8.1) | 393 (14.4) | 605 (13.3) | 256 (4.0) |
Digitally excluded | 619 (22.0) | 875 (28.0) | 848 (31.1) | 1452 (32.0) | 724 (11.0) |
Bulgaria N = 1012 | Romania N = 1582 | Brazil N = 9045 | India N = 42,083 | Mexico N = 10,016 | |
---|---|---|---|---|---|
Age Median (Q1–Q3), | 70 (55–100) | 68 (55–98) | 66 (55–109) | 65(55–116) | 64 (55–105) |
Mean, | 70 | 69 | 68 | 66 | 66 |
Standard Deviation | 9 | 9 | 10 | 8 | 9 |
Age group 55–64 | 201 (20.0) | 514 (32.5) | 3850 (43.0) | 20437 (49.0) | 5144 (51.4) |
Age group 65–74 | 263 (26.0) | 625 (40.0) | 2928 (32.4) | 14763 (35.1) | 3141 (31.4) |
Age group 75+ | 217 (21.4) | 392 (25.0) | 2267 (25.1) | 6883 (16.4) | 1731 (17.3) |
Gender: Male | 279 (28.0) | 672 (42.5) | 4952 (55.0) | 19908 (47.3) | 4660 (47.0) |
Gender: Female | 402 (40.0 | 859 (54.3) | 4093 (45.3) | 22175 (53.0) | 5356 (53.5) |
Age preventing performance of actions | 197 (19.4) | 344 (22.0) | 1081 (12.0) | 9790 (23.3) | 3580 (36.0) |
usually feel left out/lonely | 98 (10.0) | 88 (6.0) | 848 (9.4) | 5263 (13.0) | 3307 (33.0) |
Mostly feel lack of control | 137 (14.0) | 163 (10.3) | 613 (7.0) | 8621 (20.5) | 3595 (36.0) |
Feel stressed/anxious | 47 (5.0) | 79 (5.0) | 721 (8.0) | 731 (2.0) | 3649 (36.4) |
Completed high school | 265 (26.2) | 342 (22.0) | 238 (3.0) | 3330 (8.0) | 158 (2.0) |
Living with spouse | 534 (53.0) | 851 (54.0) | 4785 (53.0) | 28438 (68.0) | 6227 (62.2) |
Widowed | 265 (26.2) | 280 (18.0) | 1097 (12.1) | 12373 (29.4) | 2313 (23.1) |
Area lived: Rural area or village | 417 (41.2) | 859 (54.3) | 1492 (16.5) | 27724 (66.0) | 2811 (28.1) |
Area lived: town | 263 (26.0) | 264 (17.0) | 7553 (84.0) | 14359 (34.1) | 7205 (72.0) |
Health rating—poor | 78 (8.0) | 243 (15.4) | 1515 (17.0) | 5208 (12.4) | 1730 (17.3) |
Health Issues—Diabetes | 132 (13.0) | 220 (14.0) | 900 (10.0) | 5197 (12.3) | 1406 (14.0) |
Health Issues—Hypertension | 416 (41.1) | 720 (46.0) | 2064 (23.0) | 10662 (25.3) | 2917 (29.1) |
Health Issues—Heart problems | 186 (18.4) | 289 (18.3) | 393 (4.3) | 1446 (3.4) | 276 (3.0) |
Health Issues—Lungs | 83 (8.2) | 55 (3.5) | 301 (3.3) | 1031 (2.4) | 316 (3.2) |
Health Issues—Tumor | 41 (4.1) | 37 (2.3) | 391 (4.3) | 81 (0.2) | 43 (0.4) |
Sight impaired | 22 (2.1) | 60 (3.7) | 1574 (17.4) | 7723 (18.4) | 1047 (10.5) |
Attended training courses within last 12 months | 9 (1.0) | 8 (1.0) | 21 (0.2) | ||
Currently working | 333 (33.0) | 574 (36.3) | 16750 (40.0) | 3863 (39.0) | |
Shortage of money | 271 (27.0) | 421 (27.0) | 1823 (20.2) | 7448 (18.0) | 104 (1.0) |
Digitally excluded | 689 (68.1) | 939 (59.4) | 4256 (47.0) | 38321 (91.1) | 3290 (33.0) |
KMO and Bartlett’s Test | ||
---|---|---|
Kaiser–Meyer–Olkin Measure of Sampling Adequacy | 0.541 | |
Bartlett’s Test of Sphericity | Approx. Chi-Square | 80,283.671 |
df | 36 | |
Sig. | <0.001 |
Total Variance Explained | |||||||
---|---|---|---|---|---|---|---|
Component | Initial Eigenvalues | Extraction Sums of Squared Loadings | Rotation Sums of Squared Loadings | ||||
Total | % of Variance | Cumulative % | Total | % of Variance | Cumulative % | Total | |
1.935 | 21.498 | 21.498 | 1.935 | 21.498 | 21.498 | 1.892 | |
1.477 | 16.410 | 37.908 | 1.477 | 16.410 | 37.908 | 1.525 | |
1.359 | 15.095 | 53.003 | 1.359 | 15.095 | 53.003 | 1.374 | |
0.908 | 10.087 | 63.090 | |||||
0.824 | 9.160 | 72.250 | |||||
0.819 | 9.101 | 81.351 | |||||
0.711 | 7.905 | 89.257 | |||||
0.633 | 7.029 | 96.286 | |||||
0.334 | 3.714 | 100.000 | |||||
Component Matrix | |||
---|---|---|---|
Component | |||
1 | 2 | 3 | |
−0.871 | |||
0.693 | |||
0.596 | −0.315 | ||
0.615 | |||
0.352 | 0.608 | ||
0.607 | |||
0.366 | 0.420 | ||
0.813 | |||
0.764 | |||
Pattern Matrix | |||
---|---|---|---|
Component | |||
1 | 2 | 3 | |
−0.889 | |||
0.709 | |||
0.656 | |||
0.695 | |||
0.646 | |||
0.551 | |||
0.520 | |||
0.825 | |||
0.794 | |||
|
Component Correlation Matrix | |||
---|---|---|---|
Component | 1 | 2 | 3 |
1.000 | 0.067 | 0.020 | |
0.067 | 1.000 | 0.011 | |
0.020 | 0.011 | 1.000 | |
|
Chi-Square Tests | |||||
---|---|---|---|---|---|
Value | df | Asymptotic Significance (2-Sided) | Exact Sig. (2-Sided) | Exact Sig. (1-Sided) | |
16,601.614 | 1 | 0.000 | |||
16,599.256 | 1 | 0.000 | |||
16,091.097 | 1 | 0.000 | |||
0.000 | 0.000 | ||||
16,601.405 | 1 | 0.000 | |||
79,241 |
Chi-Square Tests | |||
---|---|---|---|
Value | df | Asymptotic Significance (2-sided) | |
4557.933 | 2 | 0.000 | |
4043.413 | 2 | 0.000 | |
4000.725 | 1 | 0.000 | |
51,102 |
ANOVA | |||||
---|---|---|---|---|---|
life_satisfaction | |||||
Sum of Squares | df | Mean Square | F | Sig. | |
557.299 | 4 | 139.325 | 46.668 | 0.000 | |
7732.226 | 2590 | 2.985 | |||
8289.524 | 2594 |
ANOVA | |||||
---|---|---|---|---|---|
life_satisfaction | |||||
Sum of Squares | df | Mean Square | F | Sig. | |
3767.305 | 4 | 941.826 | 265.663 | 0.000 | |
216,791.962 | 61,151 | 3.545 | |||
220,559.267 | 61,155 |
Tests of Between-Subject Effects | |||||
---|---|---|---|---|---|
Dependent Variable: | |||||
Source | Type III Sum of Squares | df | Mean Square | F | Sig. |
6616.012 | 19 | 348.211 | 350.383 | 0.000 | |
76,513.696 | 1 | 76,513.696 | 76,990.914 | 0.000 | |
3345.504 | 9 | 371.723 | 374.041 | 0.000 | |
437.557 | 1 | 437.557 | 440.286 | 0.000 | |
185.155 | 9 | 20.573 | 20.701 | 0.000 | |
67,900.503 | 68,324 | 0.994 | |||
538,597.000 | 68,344 | ||||
74,516.515 | 68,343 |
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Mohan, R.; Saleem, F.; Voderhobli, K.; Sheikh-Akbari, A. Ensuring Sustainable Digital Inclusion among the Elderly: A Comprehensive Analysis. Sustainability 2024 , 16 , 7485. https://doi.org/10.3390/su16177485
Mohan R, Saleem F, Voderhobli K, Sheikh-Akbari A. Ensuring Sustainable Digital Inclusion among the Elderly: A Comprehensive Analysis. Sustainability . 2024; 16(17):7485. https://doi.org/10.3390/su16177485
Mohan, Rinku, Farrukh Saleem, Kiran Voderhobli, and Akbar Sheikh-Akbari. 2024. "Ensuring Sustainable Digital Inclusion among the Elderly: A Comprehensive Analysis" Sustainability 16, no. 17: 7485. https://doi.org/10.3390/su16177485
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Environmental Degradation and Financial Development Nexus in BRICS PLUS Countries: Do Financial Development Drivers Make a Difference?
- Published: 27 August 2024
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- Dhouha Dridi 1 ,
- Radhouane Hasni 1 , 2 &
- Montassar KahiA 3
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The BRICS group is striving to create a new economic and financial paradigm, thereby heightening the importance of financial issues among its members. This group has recently expanded to include new members, some of whom are among the top ten producers of fossil fuels, while others are densely populated. As a result, the BRICS nations face increased challenges and responsibilities regarding environmental degradation. Given this context, it is crucial to evaluate the influence of financial development and its main drivers on environmental outcomes. To achieve this, we have categorized the financial development drivers into three groups: economic, institutional, and productivity-related factors. We then explored how financial development interacts with environmental degradation, with a particular focus on the role of these drivers as effective moderators within the expanded BRICS group. Our analysis uses the cross-sectional autoregressive distributed lag (CS-ARDL) methodology for a period spanning from 2000 to 2021. The empirical results show that in all cases, the interaction between financial development and its drivers reduces CO 2 emissions. This interaction benefits from the direct negative effect of financial development. For instance, the interaction between economic growth or capital formation and financial development improves environmental quality, reversing the initially positive direct effect of these factors on emissions. Moreover, for other factors—such as trade openness, government expenditure, control of corruption, human development, and technological innovation—their interaction with financial development creates a synergy that enhances their initially positive direct effect on emission reduction, except for trade openness, which initially had no significant effect. Based on our empirical findings, we have formulated several policy recommendations to address these issues.
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Direct and indirect effects of financial development on CO2 emissions for BRICS PLUS countries in the long run.
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Our sample is based on the outcomes of the 15th BRICS Summit in Johannesburg, held in August 2023. From January 2024, the United Arab Emirates, Ethiopia, Argentina, Saudi Arabia, Iran, and Egypt will officially join the group’s former members: Russia, Brazil, India, China, and South Africa, although Argentina has officially not joined the bloc following the radical foreign and economic policy changes of the new president.’.
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Dhouha Dridi & Radhouane Hasni
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1. BRICS expansion includes major fossil fuel producers, heightening environmental challenges and the importance of financial development studies.
2. Financial development significantly mitigates CO2 emissions, illustrating beneficial integration of financial strategies with environmental policies in BRICS + .
3. Utilize CS-ARDL methodology to provide robust empirical evidence of the mitigating effects of financial development on environmental degradation.
4. Interactions between economic growth and financial development not only counteract direct environmental negatives but also enhance other emission-reducing factors.
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Dridi, D., Hasni, R. & KahiA, M. Environmental Degradation and Financial Development Nexus in BRICS PLUS Countries: Do Financial Development Drivers Make a Difference?. J Knowl Econ (2024). https://doi.org/10.1007/s13132-024-02266-4
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Received : 07 May 2024
Accepted : 28 July 2024
Published : 27 August 2024
DOI : https://doi.org/10.1007/s13132-024-02266-4
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Creation of new body of knowledge. One of the key advantages of literature review is that it creates new body of knowledge. Through careful evaluation and critical summarisation, researchers can create a new body of knowledge and enrich the field of study. Answers to a range of questions. Literature reviews help researchers analyse the existing ...
Writing an interdisciplinary literature review involves searching for possible points of overlap, identifying multiple different gaps, and unifying separate sets of ideas. The complexities of interdisciplinary research become more apparent the greater the distance between fields. Researchers are likely to find more similarities among literature ...
Examples of literature reviews. Step 1 - Search for relevant literature. Step 2 - Evaluate and select sources. Step 3 - Identify themes, debates, and gaps. Step 4 - Outline your literature review's structure. Step 5 - Write your literature review.
A literature review is a critical summary and evaluation of the existing research (e.g., academic journal articles and books) on a specific topic. It is typically included as a separate section or chapter of a research paper or dissertation, serving as a contextual framework for a study. Literature reviews can vary in length depending on the ...
Upon completion of the literature review, a researcher should have a solid foundation of knowledge in the area and a good feel for the direction any new research should take. Should any additional questions arise during the course of the research, the researcher will know which experts to consult in order to quickly clear up those questions.
A literature review is a review and synthesis of existing research on a topic or research question. A literature review is meant to analyze the scholarly literature, make connections across writings and identify strengths, weaknesses, trends, and missing conversations. A literature review should address different aspects of a topic as it ...
In writing the literature review, your purpose is to convey to your reader what knowledge and ideas have been established on a topic, and what their strengths and weaknesses are. As a piece of writing, the literature review must be defined by a guiding concept (e.g., your research objective, the problem or issue you are discussing, or your ...
Besides the obvious reason for students -- because it is assigned! -- a literature review helps you explore the research that has come before you, to see how your research question has (or has not) already been addressed. You identify: core research in the field. experts in the subject area. methodology you may want to use (or avoid)
A literature review in its most fundamental structure provides an account of what has already been published in the peer-reviewed literature [].The purpose of a literature review is to "convey to the reader what knowledge and ideas have been established on a topic, and what their strengths and weaknesses are" [].The primary purpose of a literature review is NOT to portray a list of what ...
When writing a literature review it is important to start with a brief introduction, followed by the text broken up into subsections and conclude with a summary to bring everything together. A summary table including title, author, publication date and key findings is a useful feature to present in your review (see Table 1 for an example).
The systematic literature review (SLR) is one of the important review methodologies which is increasingly becoming popular to synthesize literature in any discipline in general and management in particular. In this article, we explain the SLR methodology and provide guidelines for performing and documenting these studies. Through systematic ...
literature review and a larger area of study such as a discipline, a scientific endeavor, or a profession. ... impact; however, he fails to see the advantages of more publications being available in English. Despite the many interesting citations in support of his view, the citations are dated and are not ...
A formal literature review is an evidence-based, in-depth analysis of a subject. There are many reasons for writing one and these will influence the length and style of your review, but in essence a literature review is a critical appraisal of the current collective knowledge on a subject. Rather than just being an exhaustive list of all that ...
As mentioned previously, there are a number of existing guidelines for literature reviews. Depending on the methodology needed to achieve the purpose of the review, all types can be helpful and appropriate to reach a specific goal (for examples, please see Table 1).These approaches can be qualitative, quantitative, or have a mixed design depending on the phase of the review.
Mapping the gap. The purpose of the literature review section of a manuscript is not to report what is known about your topic. The purpose is to identify what remains unknown—what academic writing scholar Janet Giltrow has called the 'knowledge deficit'—thus establishing the need for your research study [].In an earlier Writer's Craft instalment, the Problem-Gap-Hook heuristic was ...
A literature review is a comprehensive summary of previous research on a topic. The literature review surveys scholarly articles, books, and other sources relevant to a particular area of research. The review should enumerate, describe, summarize, objectively evaluate and clarify this previous research. It should give a theoretical base for the ...
A literature review is an integrated analysis-- not just a summary-- of scholarly writings and other relevant evidence related directly to your research question. That is, it represents a synthesis of the evidence that provides background information on your topic and shows a association between the evidence and your research question.
Purpose and Importance of the Literature Review. An understanding of the current literature is critical for all phases of a research study. Lingard 9 recently invoked the "journal-as-conversation" metaphor as a way of understanding how one's research fits into the larger medical education conversation. As she described it: "Imagine yourself joining a conversation at a social event.
"A literature review is an account of what has been published on a topic by accredited scholars and researchers. In writing the literature review, your purpose is to convey to your reader what knowledge and ideas have been established on a topic, and what their strengths and weaknesses are. As a piece of writing, the literature review must be ...
A literature review serves two main purposes: 1) To show awareness of the present state of knowledge in a particular field, including: seminal authors. the main empirical research. theoretical positions. controversies. breakthroughs as well as links to other related areas of knowledge. 2) To provide a foundation for the author's research.
There are several reasons to conduct a literature review at the beginning of a research project: To familiarize yourself with the current state of knowledge on your topic. To ensure that you're not just repeating what others have already done. To identify gaps in knowledge and unresolved problems that your research can address.
The purpose of a literature review is to: Provide a foundation of knowledge on a topic; Identify areas of prior scholarship to prevent duplication and give credit to other researchers; Identify inconstancies: gaps in research, conflicts in previous studies, open questions left from other research;
The review must have a detailed study protocol, with detailed definitions of the exposures and outcomes under study, inclusion and exclusion criteria for studies, the search strategy, the information abstraction strategy, and the summarization process. ... but they are available in internal reports and other 'grey literature' documents ...
A literature review reporting strategies to prevent type 2 diabetes among youth ( Brackney & Cutshall, 2015) is included and addresses the second priority to address obesity. The National Association of School Nurses (NASN) research priorities focus on the impact of school nursing in a number of areas. NASN also recommends systematic reviews as ...
Advancements in digital technologies have transformed the world by providing more opportunities and possibilities. However, elderly persons have several challenges utilizing modern technology, leading to digital exclusion, which can negatively impact sustainable development. This research attempts to address the current digital exclusion by addressing the challenges older people face ...
The BRICS group is striving to create a new economic and financial paradigm, thereby heightening the importance of financial issues among its members. This group has recently expanded to include new members, some of whom are among the top ten producers of fossil fuels, while others are densely populated. As a result, the BRICS nations face increased challenges and responsibilities regarding ...