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Lean six sigma in the healthcare sector: A systematic literature review

Rajeev rathi.

a School of Mechanical Engineering, Lovely Professional University, Phagwara 144001, India

Ammar Vakharia

b School of Electrical and Electronics Engineering, Lovely Professional University, Phagwara 144001, India

Mohd Shadab

Healthcare is a very important sector as our lives depend on it. During the novel corona virus pandemic, it was evident that our healthcare organizations still lack in terms of efficiency and productivity. Especially in the developing nations, the problems were much bigger. Lean Six Sigma (LSS) is a methodology which when implemented in an organization, helps to increase the process capability and the efficiency, by reducing the defects and wastes. The present study systematically reviews the research studies conducted on LSS in the healthcare sector. It was found that comparatively less studies are focused on improving the medical processes, most of the studies targeted the management processes. Moreover, lesser number of studies were being conducted for developing nations, but now it seems that the focus of research scholars has shifted towards the developing nations also. But it was observed that the studies in these nations were majorly empirical in nature, very few studies were conceptual or exploratory. There is a need for guiding healthcare professionals on creating a continuous improvement environment, which sustains the improvements achieved after LSS implementation.

1. Introduction

There is little room for error when it comes to healthcare. Simple mistakes can impact hundreds of people and can lead to fatalities. According to the journal of healthcare finance, medical errors cost the US over nineteen point five billion dollars in 2008. The Institute of Medicine in 1998 estimated that 98 thousand deaths could have been prevented that year due to medical errors. While in 2008 that figure had ballooned to 200 thousand deaths a year, that’s five hundred and forty-eight deaths a day or 1 death almost every two minutes in the US alone [1] . Lean Six Sigma can go in a long way in reducing these devastating preventable deaths. A healthcare practitioner who understands how to use the tools and methodology to systematically resolve problems and improve the quality of care is well-positioned to become a highly valued asset to their organization [2] . They not only prevent deaths but also improve the quality of patient care and reduce operating costs. There are plenty of opportunities for improvement in healthcare. Lean Six Sigma combines the strategies of Lean and Six sigma. Lean is famous for its ability to handle waste and Six sigma is known for process improvement [3] . It is well known that six sigma stands for standard deviation. Therefore, to improve the efficiency and quality of the process combining these philosophies will eliminate waste and reduce variability [4] . First lean methodology is used to eliminates the waste then through six sigma tools we can improve process variation so these two methods go hand in hand in today’s time [5] . Combination of lean and six sigma also gives good results in improving the process flow [6] . Principles of six sigma and lean have a lot of similarities, and that’s why lean and six sigma has been practiced together. Both of them, at the end of the day deliver the same kind of value to the customer and to the businesses [7] . We know that lean and six sigma both sort of originated out of manufacturing, a lot of it from manufacturing of automotive. But today it’s used in the public sector, in customer service, in healthcare and can be used everywhere. Lean thinking goes back a long way. Henry Ford kind of established it early on the first mass production system by combining standard parts conveyors and workflow. Later on, Kiichiro Toyota implemented new concepts, like they came up with things like value stream and Kanban, which become to known as Toyota production system in the 90 s [8] . It became more extensively recognized as a solution that works. Lean in manufacturing was introduced by James Womack who works at the lean institute. When taking a lean approach, the general focus is on the qualitative tools. This is one of the reasons that most lean six sigma activity begin with lean, as qualitative tools are little more intuitive. The concept of lean and six sigma is a little easier to understand then to implement [9] .

Day to day rising in cost of healthcare and decrease in reimbursement rates what can hospitals do to ensure operational efficiencies, quality patient safety, and employee engagement while still meeting the bottom line. Lean and Six Sigma have a combine relationship with each other in improving the quality of services by reducing costs and wastes and gives a good result in healthcare improvement [10] . Lean six sigma is not just a methodology or not just having tools that are needed to make an improvement but it is having mentality and psychology to make change happen. As healthcare is people intensive and process driven industry so this is the perfect environment for lean and six sigma. Worldwide, LSS is being implemented in various service as well as manufacturing organisations. Still, healthcare sector is not much familiar with the sustainable benefits of LSS strategy, especially in developing nation like India, Pakistan, Sri Lanka etc. This study has presented a systematic literature review of LSS in developing nations healthcare organisations and the opportunities was explored. With this study, the healthcare professionals will be able to focus on grey areas to effectively improve their organization performance.

2. Literature review

Exploring the literature for a topic or a field is a very essential process. As soon as a person starts with reviewing the literature, a picture forms slowly with each step ahead. It represents all the major contributions for developing the field. Knowledge of various techniques, scientific methodologies and new technologies is gained as a result of the literature review [11] . Further, it navigates towards the direction where more research work and study are required, in order to achieve advancements in the sector. There are three steps in the research methodology for the current study. In the first step, the SLR is conducted. It includes three sub steps of accessing the articles from various sources, then excluding the articles according to the exclusion criteria of SLR and then finally categorizing them according to various parameters. In the second step, the articles are analysed and some of the trends are observed, like which department of a healthcare organization is given an utmost importance in research perspective. Lastly, the future implications are noted, which can act as a useful guide for healthcare professionals to look for in the upcoming time.

2.1. Systematic literature review

Systematic Literature Review (SLR) on the other hand, is different from the traditional literature review method. It is an exhaustive process, where the literature is explored in a systematic manner, as represented in Fig. 1 . It was first introduced by Tranfield, Denyer, & Smart in their research paper published in the year 2003 [12] . SLR is carried out in 3 phases. The first phase deals with planning of the review, while in the second phase the review is conducted after defining few inclusion criteria. Finally, the articles are reviewed in the third phase [13] .To search for the articles, there is a criterion which is mainly focused on the topic related to lean six sigma methodology implication, LSS framework in healthcare and healthcare sector itself to include/exclude the articles. Moreover, the language of the articles is also considered for the inclusion/extrusion of the articles. In spite of this formal search and collection strategy, was needed to ensure the thoroughness of the literature review which is mainly focused on the topic (healthcare sector). As a result, articles that simply did not discuss the issue of lean six sigma in the healthcare sector were excluded. So, for the current study, hundred and forty articles were analysed but some of them were extruded due to the following barriers:

  • • Language of the article (means articles must be only in English).
  • • Article must have the concept of lean six sigma.
  • • Article must be on healthcare sector.

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Systematic Literature Review.

The research articles can be identified according to three main characteristics, namely place, research category and time, as shown in Fig. 2 . Place depicts the country where the research study is focused on. A country can be a developed nation, or a developing nation. While the research category means the type of article or the method used in the article. Research category can be categorized further into 4 types, namely conceptual, descriptive, empirical and exploratory. A conceptual research represents theories and ideas, which are developed using observations. A scholar may introduce a new concept or upgrade an existing methodology, but no experimentation work is generally required here [14] . Whereas a descriptive research study is an inclusive research work which represents all the major contributions, changes or things happening in relation to the field under scope of the project [15] . In order to collect data, surveys are conducted which makes it's obvious that the whole study is navigated solely by the data received and the research scholars have no control over it. Empirical research study is more of an experimental study, which uses observational methods to collect data and then experimentation is done to verify that observations [16] . While an exploratory study tries to address a new topic or a problem whose solution is not yet obtained or is at preliminary stage of development. Exploratory study helps in designing methods which may lead towards a solution or help better understand the field [17] . The time indicates the year in which the study was conducted or published.

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Characteristics of research papers.

2.2. Systematic literature review of LSS in healthcare

Healthcare is categorized as a service sector, where service in the form of medical aid is provided. It is very important to rigorously upgrade the healthcare system, in terms of efficiency and productivity. As the healthcare is not just merely a business, but a system which has an impact on all lives. After the introduction of Six Sigma (SS) methodology in 1986 by Bill Smith, and Lean methodology in 1988 by John Krafcik, it took nearly a decade for these individual methodologies to be introduced in the healthcare sector [18] . Very few research studies were conducted for the Lean and SS in healthcare during the early days. In the year 2001, Lean and Six Sigma integration was in the trend. Yet, the use of LSS methodology in healthcare was not seen before the year 2005 [19] . The integration of Lean with Six Sigma results in a method which can reduce wastes and improve productivity, as well as reduce errors and improve patient satisfaction level [20] .A total of 80 articles are considered for the present study. Table 1 lists 47 articles which addresses the developed nations, and the articles which were not written specifically for any nation. While Table 2 contains 33 articles whose main focus was on developing nations, and the healthcare organizations in that countries.

LSS in Healthcare: Developed Nations and Global.

ReferenceSr.FindingsResearch TypeCountry
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2. LSS in Healthcare: Developing Nations.

ReferenceSr.FindingsResearch TypeCountry
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Empirical studies were conducted while focusing on a particular hospital or a particular department in a hospital, like Usha Manjunath et. al. 2007 [64] implemented LSS methodology in an Indian hospital, while Giovanni Improta et al 2019 [59] implemented LSS to reduce the length of stay of patients in an Italian hospital, as listed in the table 1 . Research studies focusing on reviewing the literature plays a crucial part in the development of a field, because it shows the complete picture which tells about the overall advancements and the areas where still more study is required. Similarly, for the healthcare sector studies have been conducted to review the literature available. For an example, Peimbert-García et al 2019 [ 55 ] conducted a review and directed the research scholars towards the areas in healthcare which required more focus. Whereas, the scholars have also focused on topics which makes the implementation of LSS in healthcare much easier. Like, V. Vaishnavi et al 2020 [ 90 ] identified 16 readiness factors for LSS implementation in healthcare. These factors should be fulfilled by a healthcare organization before starting with the implementation phase of LSS [96] .Certain crucial factors which affect the implementation of LSS are -:

  • • Management willingness and effective leadership
  • • Resource capabilities
  • • Employee training and trust
  • • Financial capabilities
  • • Availability of expertise and knowledge

3. Results and discussions

LSS implementation in the healthcare began not earlier than 2005. A lot of research has already been done on LSS in healthcare all over the world, but when it comes to developing nations like India and Brazil, comparatively less research has been conducted [97] .The time constraint trend in catagorisation of the articles, is crucial to indicates how the trends is changing over the year and how many researches are conducted in a year to overcome the problem. Moreover, the time also indicates the change of area of focus of the researchers with changing time. Until the year 2013, research scholars focused majorly on improving the healthcare sector of developed nations, as evident from Fig. 3 .However, commencing from 2014 the focus shifted to developing nations, as they are the ones which require more efficient systems.41 percent of the studies targeted the organizations in developing nations, and further 30 percent of articles from the developing nations category addressed the Indian healthcare organizations, as shown in Fig. 4 .It is important to note this trend because a study related to a particular place demonstrates the importance and need of the study for a unique problem and its solution related to that place. Because as the places differ problems also varies. So that it could be defined as per the requirement related to that particular place.

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Year wise distribution of the research articles.

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Categorization of the articles according to place.

Fig. 5 helps to distribute the articles according to the type of process in the healthcare organization they target, namely medical processes, management processes and general processes. Further, the articles are also divided according to the place they have focused on. It is evident from the Fig. 5 that comparatively less articles have addressed the medical processes. Most of the research studies conducted in the developing nations were empirical, as depicted in Fig. 6 . Whereas, there is a gap when it comes to exploratory studies and conceptual studies. This trend is significant because, if in a particular country there are less exploratory studies carried out, than the problems unique to that particular country won’t be decomposed. So, there must be an exploratory study to demonstrate the simple and feasible solution. The researchers need to devise new concepts and address the problems which are still not solved yet, while targeting not just one organization but the whole nation. For an example, Sreeranga Bhatt et al 2014 [73] implemented the LSS methodology using DMAIC in a hospital, similarly some other researchers have successfully implemented LSS in one or in some cases up to five hospitals. But this successful research work method cannot be applied to all the hospitals, as all have their own unique problems.

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Characteristics of articles according to process.

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Research category in developing nations.

3.1. Implications and future opportunities

After analysing the articles included for the current study, some areas or topics were found which lacked in terms of research. Moreover, these can be taken as future opportunities for the research scholar and the healthcare professionals to work on. Healthcare practitioners may be able to identify fields that need more study and, as a result, better strengthen their organizations. The following are the topics which will set direction for future research:

  • 1. Medical process: More study is needed to apply the LSS approach in order to minimize defects and wastes associated with surgical procedures such as therapies and operating rooms. The majority of studies were found to be either for managerial processes or were conducted aiming the whole organizational structure.
  • 2. Continuous improvement culture: After the implementation of the LSS approach, healthcare managers must be motivated in developing a continuous improvement philosophy in order to sustain the gains made and identify potential prospects. As per the research done by the authors, no studies were found to address this topic.
  • 3. Sustainability: It is important to understand environmental factors as well, as the healthcare industry generates bio hazardous wastes that harm the ecosystem. LSS can be integrated with green technologies to have a sustainable improvement framework.
  • 4. Supply chain: As evident during the pandemic, the supply chain of the healthcare sector was not quite effective and ready for these kinds of uncertain situations. But the bad times always gives a lesson, and hence it is the best time to reflect on the problems and build an LSS framework which can help even during pandemic.
  • 5. More research work is required in developing nations. Moreover, most of the studies were conducted in India, very less aimed at other developing nations like Sri Lanka, Pakistan, Bhutan, and Bangladesh.
  • 6. Most of the studies in the developing nations were empirical in nature, more conceptual and exploratory are required. Because these types of studies have the potential to address the unique problems for each individual country. As each country has their own policies and rules, which could produce a challenge for a LSS model which was successful in other nation.

There is a need for improving the performance of healthcare organizations. These organizations faced a lot of difficulty during the corona virus pandemic. Therefore, to avoid such situations in future it has become very critical for the healthcare managers to implement the process improvement methodologies like Lean Six Sigma. Moreover, the managers and their staff are motivated to implement LSS to reduce the defects and wastes related to medical processes like during the surgeries and in operation theatres. After the initiation of LSS methodology, the healthcare managers need to create a continuous improvement culture in their organization, so as to maintain the improvements done and find new opportunities. Lastly, the healthcare professionals and managers need to consider the environmental aspects too, as healthcare sector has bio hazardous wastes which has damaging effects on environment. Lean Six Sigma can be combined with green methodology in order to deal with this [98] . The integrated green lean six sigma could become an effective booster to enhance the quality, effectiveness and efficiency of a particular organisation. Therefore, the management of the healthcare organizations are motivated to implement this method to develop their organization in a sustainable manner [99] . Yet, it is evident that still the journey for LSS implementation in the healthcare sector is a long way ahead, especially for the developing nations.

4. Conclusion

Healthcare is a very crucial and complex sector, it involves several departments, and a failure in one department may have a negative impact on patient's care. It was also evident during the pandemic due to the Covid-19, that we need an operational excellence in healthcare operations. Lean Six Sigma is a methodology which can reduce wastes and variation in an organization with the help of lean and six sigma tool set. Lean Six Sigma is a well-established methodology, mostly used in the manufacturing sector [100] . However, in the past decade it is being extensively used for the non-manufacturing industry also, like the service sector. There has been a shift in number of studies being conducted according to place. The researchers have acknowledged the gap, when it comes to developing nations, and the number of studies conducted has increased for these nations [101] . Present study shows that till, in healthcare sector, LSS is mainly limited in management of operations, and more research is needed in eliminating waste and defects in surgical and operation theatre activities. Furthermore, guidance should be provided to the healthcare professionals on how to create a continuous improvement culture, and then sustain the environment and the improved processes. Researchers are working tirelessly in order to make the healthcare organizations perfect and efficient, so that everyone's life can be improved. Indeed, it is the healthcare sector on which we are dependant for life support.

5. Limitations

An exhaustive systematic literature review was conducted for the present study. The major limitation of this study is that during the exhaustive literature review a number of articles were filtered out which are in language other than English, not related to the healthcare sector, not using the LSS methodology, and not yet published. As a result, a very clear scenario of LSS in the healthcare sector might not be presented. Secondly, the study has not included a LSS framework which can guide the healthcare professionals to implement the LSS methodology in their organizations, but this can be a part in a consecutive paper.

CRediT authorship contribution statement

Rajeev Rathi: Supervision, Conceptualization, Resources, Writing - review & editing. Ammar Vakharia: Conceptualization, Formal analysis, Investigation, Visualization, Validation, Writing - original draft. Mohd. Shadab: Data curation, Formal analysis, Investigation, Visualization, Validation, Writing - original draft.

Declaration of Competing Interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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 Focuses on developing hypotheses and is usually discursive. Covers philosophical discussions and comparative studies of other authors’ work and thinking.

 Describes actual interventions or experiences within organizations. It can be subjective and doesn’t generally report on research. Also covers a description of a legal case or a hypothetical case study used as a teaching exercise.

 This category should only be used if the main purpose of the paper is to annotate and/or critique the literature in a particular field. It could be a selective bibliography providing advice on information sources, or the paper may aim to cover the main contributors to the development of a topic and explore their different views.

 Provides an overview or historical examination of some concept, technique or phenomenon. Papers are likely to be more descriptive or instructional (‘how to’ papers) than discursive.

Headings must be concise, with a clear indication of the required hierarchy. 

The preferred format is for first level headings to be in bold, and subsequent sub-headings to be in medium italics.

Notes or endnotes should only be used if absolutely necessary. They should be identified in the text by consecutive numbers enclosed in square brackets. These numbers should then be listed, and explained, at the end of the article.

All figures (charts, diagrams, line drawings, webpages/screenshots, and photographic images) should be submitted electronically. Both colour and black and white files are accepted.

There are a few other important points to note:

Tables should be typed and submitted in a separate file to the main body of the article. The position of each table should be clearly labelled in the main body of the article with corresponding labels clearly shown in the table file. Tables should be numbered consecutively in Roman numerals (e.g. I, II, etc.).

Give each table a brief title. Ensure that any superscripts or asterisks are shown next to the relevant items and have explanations displayed as footnotes to the table, figure or plate.

Where tables, figures, appendices, and other additional content are supplementary to the article but not critical to the reader’s understanding of it, you can choose to host these supplementary files alongside your article on Insight, Emerald’s content-hosting platform (this is Emerald's recommended option as we are able to ensure the data remain accessible), or on an alternative trusted online repository. All supplementary material must be submitted prior to acceptance.

Emerald recommends that authors use the following two lists when searching for a suitable and trusted repository:

   

, you must submit these as separate files alongside your article. Files should be clearly labelled in such a way that makes it clear they are supplementary; Emerald recommends that the file name is descriptive and that it follows the format ‘Supplementary_material_appendix_1’ or ‘Supplementary tables’. All supplementary material must be mentioned at the appropriate moment in the main text of the article; there is no need to include the content of the file only the file name. A link to the supplementary material will be added to the article during production, and the material will be made available alongside the main text of the article at the point of EarlyCite publication.

Please note that Emerald will not make any changes to the material; it will not be copy-edited or typeset, and authors will not receive proofs of this content. Emerald therefore strongly recommends that you style all supplementary material ahead of acceptance of the article.

Emerald Insight can host the following file types and extensions:

, you should ensure that the supplementary material is hosted on the repository ahead of submission, and then include a link only to the repository within the article. It is the responsibility of the submitting author to ensure that the material is free to access and that it remains permanently available. Where an alternative trusted online repository is used, the files hosted should always be presented as read-only; please be aware that such usage risks compromising your anonymity during the review process if the repository contains any information that may enable the reviewer to identify you; as such, we recommend that all links to alternative repositories are reviewed carefully prior to submission.

Please note that extensive supplementary material may be subject to peer review; this is at the discretion of the journal Editor and dependent on the content of the material (for example, whether including it would support the reviewer making a decision on the article during the peer review process).

All references in your manuscript must be formatted using one of the recognised Harvard styles. You are welcome to use the Harvard style Emerald has adopted – we’ve provided a detailed guide below. Want to use a different Harvard style? That’s fine, our typesetters will make any necessary changes to your manuscript if it is accepted. Please ensure you check all your citations for completeness, accuracy and consistency.

References to other publications in your text should be written as follows:

, 2006) Please note, ‘ ' should always be written in italics.

A few other style points. These apply to both the main body of text and your final list of references.

At the end of your paper, please supply a reference list in alphabetical order using the style guidelines below. Where a DOI is available, this should be included at the end of the reference.

Surname, initials (year),  , publisher, place of publication.

e.g. Harrow, R. (2005),  , Simon & Schuster, New York, NY.

Surname, initials (year), "chapter title", editor's surname, initials (Ed.), , publisher, place of publication, page numbers.

e.g. Calabrese, F.A. (2005), "The early pathways: theory to practice – a continuum", Stankosky, M. (Ed.),  , Elsevier, New York, NY, pp.15-20.

Surname, initials (year), "title of article",  , volume issue, page numbers.

e.g. Capizzi, M.T. and Ferguson, R. (2005), "Loyalty trends for the twenty-first century",  , Vol. 22 No. 2, pp.72-80.

Surname, initials (year of publication), "title of paper", in editor’s surname, initials (Ed.),  , publisher, place of publication, page numbers.

e.g. Wilde, S. and Cox, C. (2008), “Principal factors contributing to the competitiveness of tourism destinations at varying stages of development”, in Richardson, S., Fredline, L., Patiar A., & Ternel, M. (Ed.s),  , Griffith University, Gold Coast, Qld, pp.115-118.

Surname, initials (year), "title of paper", paper presented at [name of conference], [date of conference], [place of conference], available at: URL if freely available on the internet (accessed date).

e.g. Aumueller, D. (2005), "Semantic authoring and retrieval within a wiki", paper presented at the European Semantic Web Conference (ESWC), 29 May-1 June, Heraklion, Crete, available at: http://dbs.uni-leipzig.de/file/aumueller05wiksar.pdf (accessed 20 February 2007).

Surname, initials (year), "title of article", working paper [number if available], institution or organization, place of organization, date.

e.g. Moizer, P. (2003), "How published academic research can inform policy decisions: the case of mandatory rotation of audit appointments", working paper, Leeds University Business School, University of Leeds, Leeds, 28 March.

 (year), "title of entry", volume, edition, title of encyclopaedia, publisher, place of publication, page numbers.

e.g.   (1926), "Psychology of culture contact", Vol. 1, 13th ed., Encyclopaedia Britannica, London and New York, NY, pp.765-771.

(for authored entries, please refer to book chapter guidelines above)

Surname, initials (year), "article title",  , date, page numbers.

e.g. Smith, A. (2008), "Money for old rope",  , 21 January, pp.1, 3-4.

 (year), "article title", date, page numbers.

e.g.   (2008), "Small change", 2 February, p.7.

Surname, initials (year), "title of document", unpublished manuscript, collection name, inventory record, name of archive, location of archive.

e.g. Litman, S. (1902), "Mechanism & Technique of Commerce", unpublished manuscript, Simon Litman Papers, Record series 9/5/29 Box 3, University of Illinois Archives, Urbana-Champaign, IL.

If available online, the full URL should be supplied at the end of the reference, as well as the date that the resource was accessed.

Surname, initials (year), “title of electronic source”, available at: persistent URL (accessed date month year).

e.g. Weida, S. and Stolley, K. (2013), “Developing strong thesis statements”, available at: https://owl.english.purdue.edu/owl/resource/588/1/ (accessed 20 June 2018)

Standalone URLs, i.e. those without an author or date, should be included either inside parentheses within the main text, or preferably set as a note (Roman numeral within square brackets within text followed by the full URL address at the end of the paper).

Surname, initials (year),  , name of data repository, available at: persistent URL, (accessed date month year).

e.g. Campbell, A. and Kahn, R.L. (2015),  , ICPSR07218-v4, Inter-university Consortium for Political and Social Research (distributor), Ann Arbor, MI, available at: https://doi.org/10.3886/ICPSR07218.v4 (accessed 20 June 2018)

Submit your manuscript

There are a number of key steps you should follow to ensure a smooth and trouble-free submission.

Double check your manuscript

Before submitting your work, it is your responsibility to check that the manuscript is complete, grammatically correct, and without spelling or typographical errors. A few other important points:

  • Give the journal aims and scope a final read. Is your manuscript definitely a good fit? If it isn’t, the editor may decline it without peer review.
  • Does your manuscript comply with our research and publishing ethics guidelines ?
  • Have you cleared any necessary publishing permissions ?
  • Have you followed all the formatting requirements laid out in these author guidelines?
  • If you need to refer to your own work, use wording such as ‘previous research has demonstrated’ not ‘our previous research has demonstrated’.
  • If you need to refer to your own, currently unpublished work, don’t include this work in the reference list.
  • Any acknowledgments or author biographies should be uploaded as separate files.
  • Carry out a final check to ensure that no author names appear anywhere in the manuscript. This includes in figures or captions.

You will find a helpful submission checklist on the website Think.Check.Submit .

The submission process

All manuscripts should be submitted through our editorial system by the corresponding author.

The only way to submit to the journal is through the journal’s ScholarOne site as accessed via the Emerald website, and not by email or through any third-party agent/company, journal representative, or website. Submissions should be done directly by the author(s) through the ScholarOne site and not via a third-party proxy on their behalf.

A separate author account is required for each journal you submit to. If this is your first time submitting to this journal, please choose the Create an account or Register now option in the editorial system. If you already have an Emerald login, you are welcome to reuse the existing username and password here.

Please note, the next time you log into the system, you will be asked for your username. This will be the email address you entered when you set up your account.

Don't forget to add your  ORCiD ID during the submission process. It will be embedded in your published article, along with a link to the ORCiD registry allowing others to easily match you with your work.

Don’t have one yet? It only takes a few moments to register for a free ORCiD identifier .

Visit the ScholarOne support centre  for further help and guidance.

What you can expect next

You will receive an automated email from the journal editor, confirming your successful submission. It will provide you with a manuscript number, which will be used in all future correspondence about your submission. If you have any reason to suspect the confirmation email you receive might be fraudulent, please contact the journal editor in the first instance.

Post submission

Review and decision process.

Each submission is checked by the editor. At this stage, they may choose to decline or unsubmit your manuscript if it doesn’t fit the journal aims and scope, or they feel the language/manuscript quality is too low.

If they think it might be suitable for the publication, they will send it to at least two independent referees for double anonymous peer review.  Once these reviewers have provided their feedback, the editor may decide to accept your manuscript, request minor or major revisions, or decline your work.

While all journals work to different timescales, the goal is that the editor will inform you of their first decision within 60 days.

During this period, we will send you automated updates on the progress of your manuscript via our submission system, or you can log in to check on the current status of your paper.  Each time we contact you, we will quote the manuscript number you were given at the point of submission. If you receive an email that does not match these criteria, it could be fraudulent and we recommend you contact the journal editor in the first instance.

Manuscript transfer service

Emerald’s manuscript transfer service takes the pain out of the submission process if your manuscript doesn’t fit your initial journal choice. Our team of expert Editors from participating journals work together to identify alternative journals that better align with your research, ensuring your work finds the ideal publication home it deserves. Our dedicated team is committed to supporting authors like you in finding the right home for your research.

If a journal is participating in the manuscript transfer program, the Editor has the option to recommend your paper for transfer. If a transfer decision is made by the Editor, you will receive an email with the details of the recommended journal and the option to accept or reject the transfer. It’s always down to you as the author to decide if you’d like to accept. If you do accept, your paper and any reviewer reports will automatically be transferred to the recommended journals. Authors will then confirm resubmissions in the new journal’s ScholarOne system.

Our Manuscript Transfer Service page has more information on the process.

If your submission is accepted

Open access.

Once your paper is accepted, you will have the opportunity to indicate whether you would like to publish your paper via the gold open access route.

If you’ve chosen to publish gold open access, this is the point you will be asked to pay the APC (article processing charge).  This varies per journal and can be found on our APC price list or on the editorial system at the point of submission. Your article will be published with a Creative Commons CC BY 4.0 user licence , which outlines how readers can reuse your work.

For UK journal article authors - if you wish to submit your work accepted by Emerald to REF 2021, you must make a ‘closed deposit’ of your accepted manuscript to your respective institutional repository upon acceptance of your article. Articles accepted for publication after 1st April 2018 should be deposited as soon as possible, but no later than three months after the acceptance date. For further information and guidance, please refer to the REF 2021 website.

All accepted authors are sent an email with a link to a licence form.  This should be checked for accuracy, for example whether contact and affiliation details are up to date and your name is spelled correctly, and then returned to us electronically. If there is a reason why you can’t assign copyright to us, you should discuss this with your journal content editor. You will find their contact details on the editorial team section above.

Proofing and typesetting

Once we have received your completed licence form, the article will pass directly into the production process. We will carry out editorial checks, copyediting, and typesetting and then return proofs to you (if you are the corresponding author) for your review. This is your opportunity to correct any typographical errors, grammatical errors or incorrect author details. We can’t accept requests to rewrite texts at this stage.

When the page proofs are finalised, the fully typeset and proofed version of record is published online. This is referred to as the EarlyCite version. While an EarlyCite article has yet to be assigned to a volume or issue, it does have a digital object identifier (DOI) and is fully citable. It will be compiled into an issue according to the journal’s issue schedule, with papers being added by chronological date of publication.

How to share your paper

Visit our author rights page  to find out how you can reuse and share your work.

To find tips on increasing the visibility of your published paper, read about  how to promote your work .

Correcting inaccuracies in your published paper

Sometimes errors are made during the research, writing and publishing processes. When these issues arise, we have the option of withdrawing the paper or introducing a correction notice. Find out more about our  article withdrawal and correction policies .

Need to make a change to the author list? See our frequently asked questions (FAQs) below.

Frequently asked questions

The only time we will ever ask you for money to publish in an Emerald journal is if you have chosen to publish via the gold open access route. You will be asked to pay an APC (article-processing charge) once your paper has been accepted (unless it is a sponsored open access journal), and never at submission.

At no other time will you be asked to contribute financially towards your article’s publication, processing, or review. If you haven’t chosen gold open access and you receive an email that appears to be from Emerald, the journal, or a third party, asking you for payment to publish, please contact our support team via .

Please contact the editor for the journal, with a copy of your CV. You will find their contact details on the editorial team tab on this page.

Typically, papers are added to an issue according to their date of publication. If you would like to know in advance which issue your paper will appear in, please contact the content editor of the journal. You will find their contact details on the editorial team tab on this page. Once your paper has been published in an issue, you will be notified by email.

Please email the journal editor – you will find their contact details on the editorial team tab on this page. If you ever suspect an email you’ve received from Emerald might not be genuine, you are welcome to verify it with the content editor for the journal, whose contact details can be found on the editorial team tab on this page.

If you’ve read the aims and scope on the journal landing page and are still unsure whether your paper is suitable for the journal, please email the editor and include your paper's title and structured abstract. They will be able to advise on your manuscript’s suitability. You will find their contact details on the Editorial team tab on this page.

Authorship and the order in which the authors are listed on the paper should be agreed prior to submission. We have a right first time policy on this and no changes can be made to the list once submitted. If you have made an error in the submission process, please email the Journal Editorial Office who will look into your request – you will find their contact details on the editorial team tab on this page.

  • Professor Jiju Antony Newcastle Business School at Northumbria University - UK [email protected]

Associate Editors

  • Professor Ida Gremyr Chalmers University - Sweden
  • Dr Bart Lameijer Amsterdam Business School - Netherlands
  • Dr Chad Laux Purdue University - USA
  • Dr Alireza Shokri Northumbria University - UK
  • Dr Guilherme Tortorella University of Melbourne - Australia

Book Review Editor

  • Mr Kasturi Narasimhan The University of Bolton (Retired) - UK
  • Joseph Johnson Emerald Publishing - UK [email protected]

Journal Editorial Office (For queries related to pre-acceptance)

  • Sharon Sebastian Kanappally Emerald Publishing [email protected]

Supplier Project Manager (For queries related to post-acceptance)

  • Sagar Gaikwad Emerald Publishing [email protected]

Editorial Advisory Board

  • Dr. G. Anand Indian Institute of Management Kozhikode - India
  • Professor Gabriele Arcidiacono Marconi University - Italy
  • Dr Shreeranga Bhat St Joseph Engineering College - India
  • Tasseda Boukherroub Université du Québec - Canada
  • Professor Federico Brunetti University of Verona - Italy
  • Dr. Ayon Chakraborty Indian Institute of Management Tiruchirapalli - India
  • Andrea Chiarini University of Ferrara and MD at Chiarini & Associates - Italy
  • Dr Kathryn Cormican National University of Ireland - Ireland
  • Jennifer Cross Texas Tech University - USA
  • Dr. Elizabeth Cudney Missouri University of Science and Technology - USA
  • Professor Alex Douglas The Management University of Africa - Kenya
  • Dr Chinweike Eseonu Oregon State University - USA
  • Dr Marcelo Machado Fernandes Nielsen - Brazil
  • Professor Franceschini Fiorenzo Politecnico di Torino - It
  • Professor Fiorenzo Franceschini Politecnico di Torino - Italy
  • Dr Sandy Furterer University of Dayton - USA
  • Professor Paolo Gaiardelli Università degli studi di Bergamo - Italy
  • Prof. Jose Arturo Garza-Reyes University of Derby, UK
  • Dr. E. V. Gijo Indian Statistical Institute - India
  • Professor Thong Ngee Goh National University of Singapore - Singapore
  • Professor Ida Gremyr Chalmers University of Technology - Sweden
  • Dr Shivam Gupta NEOMA Business School - France
  • Professor Leopoldo Gutierrez University of Granada - Spain
  • Dr. Peter Hammersberg Chalmers University of Technology - Sweden
  • Professor Zhen He Tianjin University - People's Republic of China
  • Dr Joe Healy University College Cork - Ireland
  • Dr Roger Hoerl GE Global Research - USA
  • Professor Sung Hyun Park Seoul National University - South Korea
  • Dr Raja Jayaraman Khalifa University - United Arab Emirates
  • Professor Bert Leyendecker Koblenz University of Applied Sciences - Germany
  • Dr Fabiane Leticia Lizarelli Federal University of São Carlos - Brazil
  • Dr Pedro José Martínez Jurado Centro Universitario de la Defensa de Zaragoza - Spain
  • Professor Rodney McAdam Ulster Business School - UK
  • Dr. Olivia McDermott National University of Ireland - Ireland
  • Professor Douglas Montgomery Arizona State University - USA
  • Dr. Dag Naslund University of North Florida - USA
  • Professor S.K Neogy Indian Statistical Institute - India
  • Professor Fatma Pakdil Eastern Connecticut State University - USA
  • Dr Matthew Pepper University of Wollongong - Australia
  • Dr. Daryl John Powell Kongsberg Maritime Subsea - Norway
  • Dr. Evangelos Psomas University of Patras - Greece
  • Dr Alexandros Psychogios Birmingham City Business School, Birmingham City University - UK
  • Dr Byung Rae Cho Clemson University - USA
  • Professor Angelo Rosa Rosa Università LUM – LBSC - Italy
  • Willem Salentijn VU Amsterdam - Netherlands
  • Professor Paulo Sampaio University of Minho - Portugal
  • Professor Arash Shahin University of Isfahan - Iran
  • Mr Larry Smith Ford Motor Company (Retired) - USA
  • Dr Ronald D. Snee Snee Associates, LLC - USA
  • Dr Michael Sony Wits Buisness School - South Africa
  • Dr Raja Sreedharan Rabat Business School, International University of Rabat - Morocco
  • Mr Vijaya Sunder M. World Bank - India
  • Professor Benny Tjahjono Coventry University - UK
  • Dr Guilherme Tortorella Melbourne University - Australia
  • Professor Elisabeth Viles Universidad de Navarro - Spain
  • Dr S. Vinodh National Institute of Technology, Tiruchirappalli - India

Citation metrics

CiteScore 2023

Further information

CiteScore is a simple way of measuring the citation impact of sources, such as journals.

Calculating the CiteScore is based on the number of citations to documents (articles, reviews, conference papers, book chapters, and data papers) by a journal over four years, divided by the number of the same document types indexed in Scopus and published in those same four years.

For more information and methodology visit the Scopus definition

CiteScore Tracker 2024

(updated monthly)

CiteScore Tracker is calculated in the same way as CiteScore, but for the current year rather than previous, complete years.

The CiteScore Tracker calculation is updated every month, as a current indication of a title's performance.

2023 Impact Factor

The Journal Impact Factor is published each year by Clarivate Analytics. It is a measure of the number of times an average paper in a particular journal is cited during the preceding two years.

For more information and methodology see Clarivate Analytics

5-year Impact Factor (2023)

A base of five years may be more appropriate for journals in certain fields because the body of citations may not be large enough to make reasonable comparisons, or it may take longer than two years to publish and distribute leading to a longer period before others cite the work.

Actual value is intentionally only displayed for the most recent year. Earlier values are available in the Journal Citation Reports from Clarivate Analytics .

Publication timeline

Time to first decision

Time to first decision , expressed in days, the "first decision" occurs when the journal’s editorial team reviews the peer reviewers’ comments and recommendations. Based on this feedback, they decide whether to accept, reject, or request revisions for the manuscript.

Data is taken from submissions between 1st June 2023 and 31st May 2024

Acceptance to publication

Acceptance to publication , expressed in days, is the average time between when the journal’s editorial team decide whether to accept, reject, or request revisions for the manuscript and the date of publication in the journal. 

Data is taken from the previous 12 months (Last updated July 2024)

Acceptance rate

The acceptance rate is a measurement of how many manuscripts a journal accepts for publication compared to the total number of manuscripts submitted expressed as a percentage %

Data is taken from submissions between 1st June 2023 and 31st May 2024 .

This figure is the total amount of downloads for all articles published early cite in the last 12 months

(Last updated: July 2024)

This journal is abstracted and indexed by

  • British Library
  • Cabell's Directories of Publishing Opportunities
  • ReadCube Discover.

This journal is ranked by

  •  Chartered Association of Business Schools (CABS UK)
  • Publication Forum (Finland)
  •  Scrimago Q1
  • Social Sciences Citation Index (SSCI) Clarivate Analytics.

Reviewer information

Peer review process.

This journal engages in a double-anonymous peer review process, which strives to match the expertise of a reviewer with the submitted manuscript. Reviews are completed with evidence of thoughtful engagement with the manuscript, provide constructive feedback, and add value to the overall knowledge and information presented in the manuscript.

The mission of the peer review process is to achieve excellence and rigour in scholarly publications and research.

Our vision is to give voice to professionals in the subject area who contribute unique and diverse scholarly perspectives to the field.

The journal values diverse perspectives from the field and reviewers who provide critical, constructive, and respectful feedback to authors. Reviewers come from a variety of organizations, careers, and backgrounds from around the world.

All invitations to review, abstracts, manuscripts, and reviews should be kept confidential. Reviewers must not share their review or information about the review process with anyone without the agreement of the editors and authors involved, even after publication. This also applies to other reviewers’ “comments to author” which are shared with you on decision.

lean six sigma research paper

Resources to guide you through the review process

Discover practical tips and guidance on all aspects of peer review in our reviewers' section. See how being a reviewer could benefit your career, and discover what's involved in shaping a review.

More reviewer information

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Literati awards

2023 literati award winners banner

International Journal of Lean Six Sigma - Literati Award Winners 2023

We are pleased to announce our 2023 Literati Award winners. Outstanding Paper Using Lean Six Sigma to improve timeli...

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International Journal of Lean Six Sigma - Literati Award Winners 2022

We are pleased to announce our 2022 Literati Award winners. Outstanding Paper Critical review of literatur...

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International Journal of Lean Six Sigma - Literati Award Winners 2021

We are pleased to announce our 2021 Literati Award winners. Outstanding Paper Digitalizing supply chains p...

The purpose of International Journal of Lean Six Sigma is to bridge the gap between the theory and practice of Lean Six Sigma (an integrated approach of Lean and Six Sigma) and to publish the latest trends and research developments in both fields.

Signatory of DORA logo

Aims and scope

Launched in 2010, International Journal of Lean Six Sigma (IJLSS) publishes original, empirical and review papers, case studies and theoretical frameworks or models related to Lean and Six Sigma methodologies. High quality submissions are sought from academics, researchers, practitioners and leading management consultants from around the world. Research, case studies and examples can be cited from manufacturing, service and public sectors. This includes manufacturing, health, financial services, local government, education, professional services, IT Services, transport, etc. Topics covered in IJLSS include but are not limited to:

  • Six Sigma and its link to other quality management initiatives (e.g. ISO 9001:2000)
  • Best practise Lean six sigma
  • Development of new Six Sigma tools and techniques
  • Design for Lean Six Sigma
  • Lean Production System
  • Statistical Thinking
  • Application of tools and techniques of Six Sigma
  • Application of tools and techniques of Design for Six Sigma
  • Quality improvement initiatives in manufacturing, service, and transactional processes
  • Big data and Industry 4.0
  • Six Sigma case studies
  • Lean case studies
  • Six Sigma in Supply Chain
  • Lean Thinking in Supply Chain
  • Statistical Thinking and its link to Six Sigma
  • Leadership for Six Sigma
  • Strategic Six Sigma
  • Project Selection and Prioritisation in Six Sigma
  • Lean for Healthcare
  • Lean Six Sigma for Healthcare
  • Lean in Higher Education
  • Lean Six Sigma in Higher Education
  • Lean for Public Sector
  • Lean Six Sigma for Public Sector
  • Lean Leadership
  • Lean and Green
  • Lean and Sustainability
  • Lean Six Sigma and Sustainability

Latest articles

These are the latest articles published in this journal (Last updated: July 2024)

Systematic Literature Review of Lean Management in Local Government Organizations

Combining lean six sigma and agile approach to optimize order management: action research in a brazilian company, a framework to assess industry 4.0 readiness in brazilian small and medium service enterprises, top downloaded articles.

These are the most downloaded articles over the last 12 months for this journal (Last updated: July 2024)

Utilising a Hybrid DMAIC/TAM model to Optimise Annual Maintenance Shutdown Performance in the Dairy Industry: A Case Study

Designing online delivery of lean education during covid-19, lean six sigma 4.0 methodology for optimizing occupational exams in operations management.

These are the top cited articles for this journal, from the last 12 months according to Crossref (Last updated: July 2024)

Integrated Green Lean Six Sigma-Industry 4.0 approach to combat COVID-19: from literature review to framework development

Lean monitoring: action research in manufacturing.

lean six sigma research paper

This title is aligned with our responsible management goal

We aim to champion researchers, practitioners, policymakers and organisations who share our goals of contributing to a more ethical, responsible and sustainable way of working.

SDG 2 Zero hunger

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Applying lean six sigma methodology to a pharmaceutical manufacturing facility: a case study.

lean six sigma research paper

1. Introduction

2. materials and methods, 2.1. loss identification, 2.2. loss stratification, 3. project selection.

  • Within the packaging area line being reviewed, tablet feed issues are the highest cause of downtime within the short stop category.
  • The impact is 335 h of downtime over a 4-month period at an average 20 h per week with an upward trend observed in downtime for tablet feed of which one fifth (72 h) is being contributed by packaging line C80/2.

3.1. Team Creation

3.2. problem solving, 3.3. problem-solving approach, 3.4. coating department, 3.5. refined problem statement, 3.6. analysis of robustness of the tablets.

  • It will take 2 years to implement a change as a 2-year stability reference will need to be established for dissolution for regulatory authorities.
  • Increased hardness affects dissolution time. As can be seen below in Figure 18 , an increase of 1 KP to the product SKU 10C821 (currently at 10 KP) will mean the tablet product will fail on dissolution testing. An increase to 12 KP ensured over 50% sampled failed batch testing for dissolution of the tablet.

3.7. Benefits Realization and Results

3.8. future value stream map.

  • Product backlog into the packaging area reduced by 84%
  • The cycle per batch improved by 8.3%.
  • The line changeover time reduced by 25%
  • The line availability improved by 11%.

3.9. Roll out and Share

4. conclusions.

  • The project demonstrated the benefits of implementing change through effective and structured problem solving by eliminating downtime, improving product flow, reducing backlog, eliminating product wastage, increasing productivity and ultimately enhancing customer experience by reducing the backlog for the product to leave the factory.
  • This project successfully utilized the Lean Six Sigma methodologies to determine root causes and implement corrective actions. This resulted in eliminating the problems under investigation without negatively impacting manufacturing cost, production time or product quality.

Author Contributions

Institutional review board statement, informed consent statement, data availability statement, acknowledgments, conflicts of interest.

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Click here to enlarge figure

Process StepWork PerformedAverage Time Taken (s)
1Operator removes broken half tablet from feed chute line using a spatula tool20
2Operator gets tablets from feed bowl to use to fill empty tablet pockets10
3Operator refills empty tablet pockets manually20
4Operator resets and restarts production line10
ActionWhy?
Conduct diasorting
Trial on riddle plate
Potential to remove 79% of broken tablets found on the packaging line
Complete maintenance
check to get specific
plattens in place and
allocate storage areas
Incorrect sized plattens will not remove defects (half tablets) effectively. There is no area to store plattens to ease changeover
Agree storage for plattens
to enable changeover
when running different
size tablets
Current system not working. Plattens being cross shared between lines. Sets being mixed up
Create standard settings
to the packaging line
transportation system
No standard settings in place. Standard optimized settings will reduce variation output from setups to improve quality of production outputs
Minutes
Downtime
20,888
Projected Blisters
Lost per year
7,912,200
Projected Blisters rejected on restart180,000
Contingency of 20%6,473,760
Recovery cost per Blister(£0.06)
LineMinutes LostTotal Blisters
Lost
C80/24189418,900
C80/63662439,440
C95/53605612,850
C65/13347267,760
C95/43210545,700
C95/32075352,750
Measure (Waste)Current VSM
(Before)
Future VSM
(After)
%
Improvement
Backlog into Packaging
(in days)
11.61.884
Cycle Time per batch in Packaging
(in hours)
24228.3
Line changeover time in Packaging
(in minutes)
1209025
Packaging Line availability
(in seconds)
81,00072,00011
Overall Factory Lead Time
(in days)
60.118.8569
Overall Factory Value Added
Activity (in days)
2.82.414
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Byrne, B.; McDermott, O.; Noonan, J. Applying Lean Six Sigma Methodology to a Pharmaceutical Manufacturing Facility: A Case Study. Processes 2021 , 9 , 550. https://doi.org/10.3390/pr9030550

Byrne B, McDermott O, Noonan J. Applying Lean Six Sigma Methodology to a Pharmaceutical Manufacturing Facility: A Case Study. Processes . 2021; 9(3):550. https://doi.org/10.3390/pr9030550

Byrne, Brian, Olivia McDermott, and John Noonan. 2021. "Applying Lean Six Sigma Methodology to a Pharmaceutical Manufacturing Facility: A Case Study" Processes 9, no. 3: 550. https://doi.org/10.3390/pr9030550

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Lean Six Sigma for the automotive industry through the tools and aspects within metrics: a literature review

  • Critical Review
  • Published: 22 November 2021
  • Volume 119 , pages 1357–1383, ( 2022 )

Cite this article

lean six sigma research paper

  • Iris Bento da Silva 1 ,
  • Marcio Gonçalves Cabeça 2 ,
  • Gustavo Franco Barbosa 3 &
  • Sidney Bruce Shiki 3  

2193 Accesses

5 Citations

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Nowadays, the automotive industries seek to consider increasingly higher standards of competitiveness. This sector is looking for a proper management methodology to solve a given problem in its kind of organization. In this sense, continuous improvement is essential for any business environment, due to provide conditions for getting excellence levels. Based on this strategy, the Lean Six Sigma (LSS) appears as an option to be applied. Although Lean was originated in the automotive industry, systematic review about Lean Six Sigma in this industry has a lack of research, considering tools and aspects within metrics. For that, the objective of this work is to carry out a literature review on the implementation of Lean Six Sigma in the automotive industry. The databases adopted for this research were Web of Science and Google Scholar, resulting in 69 selected articles. The results indicated that the implementation of this methodology contributes to the continuous improvement process and problem-solving in the automotive branch.

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da Silva, I.B., Cabeça, M.G., Barbosa, G.F. et al. Lean Six Sigma for the automotive industry through the tools and aspects within metrics: a literature review. Int J Adv Manuf Technol 119 , 1357–1383 (2022). https://doi.org/10.1007/s00170-021-08336-0

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Logistics Services and Lean Six Sigma Implementation: A Case Study

International Journal of Lean Six Sigma, Vol. 7, n.3, pp.324-342, 2016

28 Pages Posted: 13 Jul 2021

Leopoldo Gutierrez

University of Granada

Sander de Leeuw

Vu university amsterdam.

Date Written: 2016

Purpose: This paper analyses the application of Lean Six Sigma framework for supporting continuous improvement in logistics services. Both the lean philosophy and the Six Sigma methodology have become two of the most important initiatives for continuous improvement in organizations. The combination of both alternatives - Lean Six Sigma (LSS) - brings significant benefits for companies applying this method and its influence in logistics services can be relevant. Design/methodology/approach: A case study on the logistics services of a large consumer electronics company is performed. In this sector, high quality in logistics services is crucial. Using within-case and cross-case analyses, the paper discusses the implementation of LSS in two internal logistics processes. Findings: The paper identifies important implementation aspects when applying LSS to logistics services, such as continuous improvement structure, strategic analysis, crossfunctional teams, and process management. Furthermore, the paper discusses the potential in logistics services of the DMAIC approach and tools like VSM, SIPOC and Process Mapping. Practical implications: The paper analyses two logistics processes where LSS has been applied – a payment process and a request-to-ship process. The analysis of both processes offers relevant information about organizational implementation in a logistics services environment, about process improvement and about the use of LSS tools. Originality/value: Firstly, this paper addresses the gap in literature about LSS and logistics’ activities. Furthermore, the case company, with more than 9.000 employees and distributing its products to more than 100 countries, constitutes a valuable source of information to obtain insights in the implications of implementing LSS in logistics services.

Keywords: Lean Six Sigma, continuous improvement, logistics service, case study, supply chain

JEL Classification: M11

Suggested Citation: Suggested Citation

Leopoldo Gutierrez (Contact Author)

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Sander De Leeuw

Vu university amsterdam ( email ).

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Research Papers related to Lean Six Sigma and Operational Excellence

ILSSI is committed to education and research. This section is devoted to communicating research papers related to Lean Six Sigma and Operational Excellence.

Jiju Antony : Professor of Quality Management, Heriot Watt University

ILSSI Director for Research and Education Services is :

Professor of Quality Management and LSS Master Black Belt.

Professor Jiju Antony,  Heriot Watt University, Edinburgh, UK

Professor Antony is a Fellow of the Royal Statistical Society (UK), Fellow of the Chartered Quality Institute (CQI), Fellow of the Institute of Operations Management (FIOM), Fellow of the American Society of Quality (FASQ), Fellow of the International Lean Six Sigma Institute (ILSSI).  He has recently been elected to the International Academy of Quality.

Leadership characteristics for Lean Six Sigma

Alessandro Laureani & Jiju Antony

In this paper, we explore the relation between Leadership and Lean Six Sigmadeployment in organisations: as leadership has been identified as a critical success factor for Lean Six Sigma deployment in organisations, this paper sets out to determine the characteristics of leadership that are more conducive to a successful implementation.

Critical failure factors of Lean Six Sigma

There are 34 common failure factors of LSS cited in this paper. There are some common factors for failure, such as a lack of top management commitment and involvement, lack of communication, lack of training and education, limited resources and others. Many gaps and limitations are discussed in this paper and need to be explored in future research.

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What is Lean Six Sigma?

Lean Six Sigma combines the best of lean manufacturing with Six Sigma process improvement principles to help companies minimise waste and maximise quality. Want to find out more? Read our guide.

lean six sigma

Reviewed by Karl Ralph, Technical Support Engineer (August 2024)

If you want to reduce waste in your business and make processes more efficient, Lean Six Sigma can help. This business improvement methodology combines the best of lean manufacturing with Six Sigma process improvement principles to help companies minimise waste and maximise quality. Want to find out what Lean Six Sigma is and how it works? Read on.

Lean Six Sigma Definition

What is Lean Six Sigma? We can turn to the American Society for Quality for a definition: “Lean Six Sigma is a… philosophy of improvement that values defect prevention over defect detection. It drives customer satisfaction and bottom-line results by reducing variation, waste, and cycle time, while promoting the use of work standardization and flow, thereby creating a competitive advantage. It applies anywhere variation and waste exist, and every employee should be involved.”

Simply put, Lean Six Sigma combines the focus on waste reduction that is the essence of lean manufacturing with Six Sigma’s relentless focus on reducing variation and controlling processes effectively. By improving processes, the methodology makes a business more efficient and profitable.

Six Sigma vs Lean

What’s the difference between lean and Six Sigma? Six Sigma is a data-driven method for eliminating defects in manufacturing that was developed at Motorola more than 40 years ago. The aim is to create manufacturing processes that are near perfect – or to be specific, limited to 3.4 defects per million opportunities for a defect. Six Sigma employs a framework – define, measure, analyse, improve, control (DMAIC) – that improves manufacturing processes by eliminating variation.

When it comes to Six Sigma vs lean, lean manufacturing principles focus on waste reduction and continuous improvement rather than eliminating defects. Lean and Six Sigma are nonetheless highly complementary.

Six Sigma vs Lean Six Sigma

Measurement using Six Sigma is different from Lean Six Sigma in that it focuses purely on quality (the elimination of defects in the manufacturing process). By contrast, Lean Six Sigma focuses on not only quality but also waste reduction and continuous improvement.

lean six sigma definition

Learning Lean Six Sigma

Lean Six Sigma is fun and challenging to learn and can help drive major improvements in your business. There is a wide range of Lean Six Sigma training courses out there. Some of the key elements of these courses include:

Lean Six Sigma Principles

Training will introduce you to Lean Six Sigma principles. These include the traditional principles of Six Sigma’s DMAIC framework: define, measure, analyse, improve, and control . These principles can be understood as:

  • Define . Decide what problem you want to solve.
  • Measure . Determine how the process is currently performing.
  • Analyse . Understand what’s causing the problem.
  • Improve . Implement a plan to resolve it.
  • Control . Once an improvement has been made, sustain it.

A lean and Six Sigma approach will also incorporate elements of lean manufacturing principles. While Six Sigma has a firm eye on defects, lean is about reducing waste and making processes more efficient. The engineer implementing lean hopes ultimately to be able to do much more with fewer resources, while serving customers better than ever.

Like Six Sigma, lean has five principles at its heart. These begin with ‘value’ – creating as much value for the customer as possible while also boosting profits for the manufacturer – and ‘mapping the value stream’ – analysing the entire lifecycle of the product from design through to disposal at end of life and identifying any means possible of reducing waste.

storage bins

The other three key lean manufacturing principles are: ‘flow’; establishing a ‘pull system’; and ‘perfection’. Flow is about making the manufacturing process as smooth and efficient as possible, which helps to reduce time to market. Practitioners of lean recognise that disruptions to production flow are expensive, so lean aims to eliminate any disruption. Establishing a pull system, meanwhile, means manufacturing when there is demand for the product rather than manufacturing in response to a forecast, which may prove to be inaccurate. Rather than stocking a lot of unused inventory or creating products that are then just stockpiled, pull manufacturing is efficient because only resources that are needed are used.

Finally, much like Six Sigma, lean sets the bar very high when it comes to overall performance: the aim is continuous improvement for a ‘perfect’ process. This culture of continuous improvement in manufacturing is known as a ‘Kaizen’ approach. The aim with lean is always to eliminate waste and continue to eliminate waste – from transportation and inventory to time, quality, and human resources.

Lean Six Sigma Phases

Using the DMAIC Lean Six Sigma methodology provides the five key phases of a Lean Six Sigma project. Some companies also employ a preliminary ‘recognise’ phase to ensure that DMAIC is the right approach to the problem.

Lean Six Sigma Belts

Lean Six Sigma certification comes in the form of Lean Six Sigma belts. These are colour-coded in the manner of martial arts belts: white, yellow, green, black, and master black. White, yellow, and green belts represent beginner and intermediate levels, which focus on learning the basic Lean Six Sigma tools and then using them on a project. The black and master black levels are more time-consuming to attain and add leadership, mentoring, and coaching abilities for Lean Six Sigma programmes.

Also as in martial arts, attaining one Lean Six Sigma belt provides the foundation for the next. Where Lean Six Sigma differs is that it is also possible to start at black and move on to master black belt. This may be appropriate for people who have experience of lean manufacturing or quality and are comfortable with using statistics for quantitative analysis. Either way, there is a huge range of organisations out there providing Lean Six Sigma certification and training.

Implementing Lean Six Sigma

Implementing Lean Six Sigma can be challenging. It’s important there is buy-in from management for a Lean Six Sigma programme. It’s also important to train the employees involved in Lean Six Sigma methodology, whether that’s at white belt, green belt, yellow belt, or black belt level. Ideally, there should be awareness of the project throughout the business, and everyone should get involved.

Lean Six Sigma Examples

Lean Six Sigma principles can be applied to business in any industry, not just manufacturing. Examples of programme successes might include reducing time to market for the production of wind turbine blades, cutting downtime caused by problems with an IT system, or reducing defects in welding in an oil and gas application.

Adidas has reportedly cut manufacturing times by 30% by implementing Lean Six Sigma techniques. Lean Six Sigma is also being used in education, government, the military, healthcare, retail, hospitality, and many other sectors to improve processes, productivity, and profitability.

Benefits of Lean Six Sigma

Benefits of Lean Six Sigma include:

  • Cutting costs . Less waste in the business means lower costs. For example, only producing what is needed when it is needed is more financially prudent than churning out products to meet a hypothetical forecast.
  • Reducing waste . Optimising processes helps to both identify sources of waste and decrease waste within the business. That’s especially beneficial at a time when resources are under pressure and sustainability is a key goal.
  • Improved productivity . Lean Six Sigma not only helps reduce waste but also helps establish more effective manufacturing processes, which in turns means better productivity.
  • Elimination of errors . Because Lean Six Sigma includes Six Sigma’s focus on quality and reducing variation in manufacturing, it’s possible to entirely eradicate errors in production.
  • Better quality . Improved quality of product is a fundamental aim of Lean Six Sigma, so manufacturers adopting a programme can expect to iron out any problems in production that are affecting the quality of the final product.
  • Improved employee engagement . Employee engagement can also be boosted. Employees often find the quest for continuous improvement motivating.
  • Enhanced profitability . Companies that successfully adopt Lean Six Sigma should make more money.

Lean and Six Sigma have come a long way from their original origins in manufacturing. Combining the benefits of both is helping companies to improve performance, cut waste, and eliminate defects.

If you haven’t considered the benefits of Lean Six Sigma for your manufacturing, now’s a great time to start.

The 5S Pillars of Lean

5S is a lean method that encourages employees to improve their working conditions by reducing waste, unplanned downtime and in-process inventory. The 5S pillars are the following: 

  • Sort : Focuses on separating required and unnecessary items from the workplace and removing anything that’s not needed. An example of sort is ‘red tagging’, which involves placing a red tag on any surplus items.
  • Set in order : This step can only be done after unrequired objects have been removed and involves developing practical and efficient solutions to mark and arrange goods in a way that makes them easy to store and find.
  • Shine : After the clutter has been removed and remaining items have been organised, the next step is to give the work area a thorough clean.
  • Standardise : Once the first three steps have been implemented, now it’s all about maintaining these standards, ensuring that a consistent approach to tasks is followed.
  • Sustain : The final step is to sustain. This equates to making a habit of carrying out the correct procedures on a regular basis.

Did you know RS stocks a huge range of systems for storing inventory efficiently? Explore our range here . 

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  1. Lean six sigma in the healthcare sector: A systematic literature review

    Lean Six Sigma (LSS) is a methodology which when implemented in an organization, helps to increase the process capability and the efficiency, by reducing the defects and wastes. The present study systematically reviews the research studies conducted on LSS in the healthcare sector. ... & Smart in their research paper published in the year 2003 ...

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    Lean Six Sigma (LSS) is a method that has been widely used in research in various fields and continues to grow, to get the most common solution it is necessary to review the method. This research ...

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    Outstanding Paper Digitalizing supply chains p... The purpose of International Journal of Lean Six Sigma is to bridge the gap between the theory and practice of Lean Six Sigma (an integrated approach of Lean and Six Sigma) and to publish the latest trends and research developments in both fields. ISSN: 2040-4166.

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    Introduction. Both Lean and Six Sigma have gained acceptance as industry recognised business improvement methods and their popularity has grown significantly (Nonthaleerak & Hendry, Citation 2006; Schroeder et al., Citation 2008).The Six Sigma approach is aimed at achieving sustained customer satisfaction through its continual focus on customer needs (Seth & Rastogi, Citation 2004).

  5. (PDF) A Systematic Literature Review of Lean Six Sigma in Various

    The Lean Six Sigma approach introduced and implemented for a long time is DMAIC (Define, Measure, Analyze, Improve, and control). This paper discusses the published literature related to Six Sigma ...

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    The paper is structured as follows: Section 2 depicts the theoretical background, describing the merging of Lean Production and Six Sigma and defining the critical success factors of lean six sigma implementation; Section 3 defines the methodology used, Section 4 presents and discusses the results of the case study while the last section draws ...

  7. Full article: Industry 4.0 and Lean Six Sigma integration in

    Papers identification. The research of the keywords in titles, abstracts and full article text was carried out from 2011 to May 2022 using Boolean operators (AND and OR) in database queries. ... Her research interests include Lean Six Sigma, industry 4.0, operational excellence, sustainibility in the 4.0 era, circular economy and digital ...

  8. Critical review of literature on Lean Six Sigma methodology

    The second part of the study examines the dimensions associated with Lean Six Sigma such as frameworks, critical success factors, critical failure factors, type of industry, performance metric, year, publisher and journal, based on a total of 223 articles published in 72 reputed journals from the year 2000 to 2019 as a literature review.

  9. Role of Lean Six Sigma in manufacturing setting: a systematic

    Role of Lean Six Sigma in manufacturing setting: a systematic literature review and agenda for future research - Author: Sandeep Kumar, Vikas Swarnakar, Rakesh Kumar Phanden, Dinesh Khanduja, Ayon Chakraborty ... this paper is one of the first SLRs which explore current developments and future requirements to implement LSS from sustainability ...

  10. A systematic literature review of lean six sigma

    Lean Six Sigma is a combination of two methods of improvement. Lean is a philosophy to reduce or eliminate unnecessary time, materials, and activities, while Six Sigma is a concept designed to increase overall effectiveness by defining, measuring, analyzing, improving, and controlling processes. Both the Lean's philosophy and Six Sigma ...

  11. Applications and future perspectives of integrating Lean Six Sigma and

    Detailed analysis of Six Sigma, Lean and TQM tools combined with a focus on the human factor and the necessary corporate culture: Literature research and comparative analysis complemented with a Danish case on waste - High concentration on training tools and techniques - Little focus on understanding the human factor (Bhat & Jnanesh, 2014) India

  12. Lean Six Sigma: Yesterday, Today and Tomorrow

    The authors of the paper have each been working on the topic of LSS over the past 15 years and have contributed over 150 journal and conference papers to the topics of lean and Six Sigma.

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    This research examines a case study on the implementation of an effective approach to advanced Lean Six Sigma problem-solving within a pharmaceutical manufacturing site which manufactures acetaminophen (paracetamol containing pain relief) tablets. Though this study was completed in a single manufacturing company, the implementation of this study delivers important application and results that ...

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    The research involved basically constructs of Lean values and practices and questions related to the effectiveness of processes in the routine activities of these servants. This study brings as its main innovation a theoretical model to measure the impact of essential elements of the Lean system on the measurement of process effectiveness.

  15. A Framework of Lean-Six Sigma: An Evolutionary Approach

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  16. Application of Lean Six Sigma for sustainable ...

    3. SIX SIGMA METHODOLOGY IMPLEMENTATION FOR PROCESS ANALYZES - CASE STUDY 3.1 Six Sigma project - Define Phase The aim of the SS project was to find the possibilities of elimination of one-off and chronic failures, which will have impact on a reduction of the number of failures on machines by 40% within 6 months.

  17. Revealing research trends and themes in Lean Six Sigma: from 2000 to

    Revealing research trends and themes in Lean Six Sigma: from 2000 to 2016 - Author: Shruti J. Raval, Ravi Kant, Ravi Shankar ... The purpose of this paper is to examine and introduce comprehensive insights into the field of Lean Six Sigma (LSS) by reviewing the existing literature and identifying the research gap. The state of LSS research is ...

  18. Lean Six Sigma for the automotive industry through the tools and

    Originality highlights the paper's innovation in its description as follows: leadership, competency, changes obstacles, project selection, commitment, and digital technologies. ... Rodgers B, Antony J, Gupta S (2019) A critical perspective on the changing patterns of lean six sigma research. Int J Product Perform Manag 68(1):248-258.

  19. Big data in lean six sigma: a review and further research directions

    They use lean six sigma (LSS) projects for process improvement. Therefore, this study aims to investigate the existing literature in LSS and the application of big data analytics (BDA) to have more confident and predictable decisions in each phase of LSS.

  20. Logistics Services and Lean Six Sigma Implementation: A Case Study

    Both the lean philosophy and the Six Sigma methodology have become two of the most important initiatives for continuous improvement in organizations. The combination of both alternatives - Lean Six Sigma (LSS) - brings significant benefits for companies applying this method and its influence in logistics services can be relevant.

  21. The performance improvement analysis using Six Sigma ...

    The case study presented in this present research paper showed the achievement of a sigma level from 3.9 to 4.45 within three months with the implementation of one Six Sigma project solution. ... 5S, Lean, and Six Sigma. Six Sigma is one of the emerging approaches which were first executed by the company name Motorola in the 1980s. Six Sigma is ...

  22. Lean Six Sigma Academic Research Papers International Lean Six Sigma

    Please send your research paper and a brief cover email to [email protected] and it will be considered for publishing on this site. Submit a Paper. ILSSI.org is committed to publishing value-added academic research papers related to Lean Six Sigma. Our moderator is Professor Jiju Antony. Inquires welcome.

  23. A systematic review of Lean Six Sigma for the manufacturing industry

    The purpose of this paper is to explore the most common themes within Lean Six Sigma (LSS) in the manufacturing sector, and to identify any gaps in those themes that may be preventing users from getting the most benefit from their LSS strategy. This paper also identifies the gaps in current literature and develops an agenda for future research ...

  24. Lean Six Sigma and How it Differs From Six Sigma

    What is Lean Six Sigma? We can turn to the American Society for Quality for a definition: "Lean Six Sigma is a… philosophy of improvement that values defect prevention over defect detection. It drives customer satisfaction and bottom-line results by reducing variation, waste, and cycle time, while promoting the use of work standardization and flow, thereby creating a competitive advantage.