THE RESEARCH PORTFOLIO OF LEAN PRODUCTION FROM THE WEB OF SCIENCE FILTER: WHERE SHOULD WE START?

Öz

Purpose: The aim of this study is to show how to use analytical tools to evaluate a portfolio of publications in the international literature on lean production and to discuss the findings on specific dimensions.

Methodology: As data sources, Web of Science databases and text data provided by these databases were used. The dataset consists of a total of 1941 research articles published until 17 June 2021. With the sciometric and bibliometric approaches, clustering was used in text and network analytics, along with tables, to infer patterns and trends among publications, fields, citations, and journals.

Findings: Within this vast portfolio, researchers can see which publications should be prioritized. Considering the total number of publications and citations, US universities, Brazil and India stand out according to individual evaluations. Although subjects and journals are clustered in the fields of production and operations, they also show an increasing trend in fields such as health, materials science and environmental science. The portfolio of Turkey-related studies is ranked 13th.

Originality: The study draws the bigger picture of the existing literature by analyzing the relationships between bibliometric dimensions such as journals and references and their change over time through research on lean production with an analytical approach. This method also streamlines the preliminary literature review process.

Anahtar Kelimeler

• Lean Production
• Bibliometrics
• Scientometrics
• Text Analytics
• Citation Networks

WEB OF SCIENCE SÜZGECİNDEN YALIN ÜRETİM ARAŞTIRMA PORTFÖYÜ: NEREDEN BAŞLAMALIYIZ?

Öz

Amaç: Bu çalışmanın amacı, yalın üretim konusunda uluslararası literatürde oluşan yayın portföyünün analitik araçlar eşliğinde nasıl incelenebileceğini açıklamak ve bulguları belirli boyutlar üzerinden tartışmaktır.

Yöntem: Veri kaynağı olarak Web of Science veri tabanları ve bu veri tabanlarının sağladığı metin türünde veriler kullanılmıştır. Veri seti, 17 Haziran 2021 tarihine kadar yayınlanmış toplam 1941 araştırma makalesinden oluşmaktadır. Bilimetri ve bibliyometri yaklaşımlarıyla, yayınlar, alanlar, atıflar ve dergiler arasındaki örüntülerin ve eğilimlerin çıkarımında tablolar ile birlikte metin ve ağ analitiğinde kümelemeden yararlanılmıştır.

Bulgular: Bu geniş portföy içerisinde, araştırmacılar hangi yayınlara öncelik verebileceğini görebilmektedir. Toplam yayın ve atıf sayısına bakıldığında ABD üniversiteleri, bireysel değerlendirmelere göre Brezilya ve Hindistan öne çıkmaktadır. Konular ve dergiler üretim ve yöneylem alanlarında kümelenmiş olsa da sağlık, malzeme bilimi ve çevre bilimi gibi alanlarda da artan bir eğilim göstermektedir. Türkiye adresli çalışmaların oluşturduğu portföy, 13. sırada yer almaktadır.

Özgünlük: Çalışma, yalın üretim konusundaki araştırmalar üzerinden, dergiler ve referanslar gibi bibliyometrik boyutlar arasındaki ilişkileri ve bunların zaman boyunca değişimini analitik bir yaklaşımla inceleyerek, mevcut literatürün büyük resmini çizmektedir. Bu yaklaşım, aynı zamanda, öncül literatür araştırma sürecini yalınlaştırma özelliği de taşımaktadır.

Anahtar Kelimeler

• Yalın Üretim
• Bibliyometri
• Bilimetri
• Metin Analitiği
• Atıf Ağları

Kaynakça

1. Abdulmalek, F.A. ve Rajgopal, J. (2007). “Analyzing the Benefits of Lean Manufacturing and Value Stream Mapping Via Simulation: A Process Sector Case Study”, International Journal of Production Economics, 107(1), 223-236.
2. Abideen, A.Z., Mohamad, F.B. ve Fernando, Y. (2020). “Lean Simulations in Production and Operations Management - A Systematic Literature Review and Bibliometric Analysis”, Journal of Modelling in Management, 16(2),623-650.
3. Akmal, A., Greatbanks, R. ve Foote, J. (2020). “Lean Thinking in Healthcare-Findings from a Systematic Literature Network and Bibliometric Analysis”, Health Policy, 124(6), 615-627.
4. Al, U. (2008). “Türkiye’nin Bilimsel Yayın Politikası: Atıf Dizinlerine Dayalı Bibliyometrik Bir Yaklaşım”, http://bby.hacettepe.edu.tr/yayinlar/133.pdf, (Erişim Tarihi: 19.03.2021).
5. Björneborn, L. ve Ingwersen, P. (2004). “Toward A Basic Framework for Webometrics”, Journal of the American Society for Information Science and Technology, 55(14), 1216-1227.
6. Bozarth, C.C., Warsing, D.P., Flynn, B.B. ve Flynn, E.J. (2009). “The Impact of Supply Chain Complexity on Manufacturing Plant Performance”, Journal of Operations Management, 27(1), 78-93.
7. Cooper, R.G. (2008). “Perspective: The Stage-Gate (R) Idea-To-Launch Process-Update, What’s New, and Nexgen Systems”, Journal of Product Innovation Management, 25(3),213-232.
8. Da Silva, F.F., Filser, L.D., Juliani, F. ve De Oliveira, O.J. (2018). “Where to Direct Research in Lean Six Sigma? Bibliometric Analysis, Scientific Gaps and Trends on Literature”, International Journal of Lean Six Sigma, 9(3), 324-350.

9. De Oliveira, R.I., Sousa, S.O. ve De Campos, F.C. (2019). “Lean Manufacturing Implementation: Bibliometric Analysis 2007-2018”, The International Journal of Advanced Manufacturing Technology, 101(1), 979-988.
10. Filser, L.D., Da Silva, F.F., ve De Oliveira, O.J. (2017). “State of Research and Future Research Tendencies in Lean Healthcare: A Bibliometric Analysis”, Scientometrics, 112(2), 799-816.
11. Furstenau, L.B., Sott, M.K., Homrich, A.J.O., Kipper, L.M., Dohan, M.S., López-Robles, J.R. ve Tortorella, G.L. (2021). “An Overview of 42 Years of Lean Production: Applying Bibliometric Analysis to Investigate Strategic Themes and Scientific Evolution Structure”, Technology Analysis & Strategic Management, 33(9), 1068-1087.
12. Garcia-Buendia, N., Moyano-Fuentes, J., Maqueira-Marin, J.M. ve Cobo, M.J. (2020). “22 Years of Lean Supply Chain Management: A Science Mapping-Based Bibliometric Analysis”, International Journal of Production Research, 1-21.
13. Garfield, E. (2009). “From the Science of Science to Scientometrics Visualizing the History of Science with Histcite Software”, Journal of Informetrics, 3(3), 173-179.
14. Gonçales Filho, M., Campos, F.C.D. ve Assumpção, M.R.P. (2016). “Systematic Literature Review with Bibliometric Analysis on Lean Strategy and Manufacturing in Industry Segments”, Gestão & Produção, 23(2), 408-418.
15. Gonçales Filho, M., Carraro, N.C., Machado, L., De Oliveira, R., Maria Das Graças, J.M. ve De Campos, F.C. (2014). “Bibliometrics about Lean Manufacturing”, International Refereed Journal of Engineering and Science, 3(10), 29-34.
16. Hiena, T.N.T. (2020). “Bibliometric Analysis of Research Trends on Lean in Vietnam”, Dalat University Journal of Science, 10(4), 157-167.
17. Hines, P., Holweg, M. ve Rich, N. (2004). “Learning to Evolve: A Review of Contemporary Lean Thinking”, International Journal of Operations & Production Management, 24(10), 994-1011.
18. Hirsch, J.E. (2005). “An Index to Quantify an Individual’s Scientific Research Output”, Proceedings of the National Academy of Sciences, USA, 102(46), 16569-16572.
19. Holweg, M. (2007). “The Genealogy of Lean Production”, Journal of Operations Management, 25(2), 420-437.
20. Hood, W.W. ve Wilson, C.S. (2001). “The Literature of Bibliometrics, Scientometrics, and Informetrics”, Scientometrics, 52(2), 291-314.
21. Hosseini, M.R., Martek, I., Zavadskas, E.K., Aibinu, A.A., Arashpour, M. ve Chileshe, N. (2018), “Critical Evaluation of Off-Site Construction Research: A Scientometric Analysis”, Automation in Construction, 87, 235-247.
22. King, A.A. ve Lenox, M.J. (2001). “Lean and Green? An Empirical Examination of the Relationship between Lean Production and Environmental Performance”, Production and Operations Management, 10(3), 244-256.
23. Krafcik, J.F. (1988). “Triumph of the Lean Production System”, Sloan Management Review, 30(1), 41-52.
24. Liker, J.K. ve Meier, D. (2006). “The Toyota Way Fieldbook: A Practical Guide for Implementing Toyota’s 4ps”, Bok-Mcgraw-Hill Professional, New York.
25. Macduffie, J.P., Sethuraman, K. ve Fisher, M.L. (1996). “Product Variety and Manufacturing Performance: Evidence from The International Automotive Assembly Plant Study”, Management Science, 42(3), 350-369.
26. Narasimhan, R., Swink, M. ve Kim, S.W. (2006). “Disentangling Leanness and Agility: An Empirical Investigation”, Journal of Operations Management, 24(5), 440-457.
27. Naylor, J.B., Naim, M.M. ve Berry, D. (1999). “Leagility: Integrating the Lean and Agile Manufacturing Paradigms in The Total Supply Chain”, International Journal of Production Economics, 62(1-2), 107-118.
28. Radnor, Z.J., Holweg, M. ve Waring, J. (2012). “Lean in Healthcare: The Unfilled Promise?”, Social Science & Medicine, 74(3), 364-371.
29. Shah, R. ve Ward, P.T. (2007). “Defining and Developing Measures of Lean Production”, Journal of Operations Management, 25(4), 785-805.
30. Shah, R. ve Ward, P.T. (2003). “Lean Manufacturing: Context, Practice Bundles, and Performance”, Journal of Operations Management, 21(2),129-149.
31. Sordan, J.E., Oprime, P.C., Pimenta, M.L., Chiabert, P. ve Lombardi, F. (2020). “Lean Six Sigma in Manufacturing Process: A Bibliometric Study and Research Agenda”, The TQM Journal, 32(3),381-399.
32. Van Eck, N.J. ve Waltman, L. (2010). “Software Survey: Vosviewer, A Computer Program for Bibliometric Mapping”, Scientometrics, 84(2), 523-538.
33. Waltman, L. ve Van Eck, N.J. (2013). “A Smart Local Moving Algorithm for Large-Scale Modularity-Based Community Detection”, The European Physical Journal B, 86(11), 1-14.
34. Waltman, L., Van Eck, N.J. ve Noyons, E.C. (2010). “A Unified Approach to Mapping and Clustering of Bibliometric Networks”, Journal of Informetrics, 4(4), 629-635.
35. Womack, J.P. ve Jones, D.T. (2008). “Lean Thinking”, Banish Waste and Create Wealth in Your Corporation, Prodpress, Wroclaw.
36. Womack, J.P., Jones, D.T., Roos, D. ve Carpenter, D.S. (1991). “The Machine That Changed the World: [Based on The Massachusetts Institute of Technology 5-Million-Dollar 5-Year Study on the Future of The Automobile]”, Rawson Associates, Amerika Birleşik Devletleri.
37. Womack, J.P. (2004). “A Century of Lean Thinking”, Lean Manufacturing Conference”, 11 Mayıs 2004, Deaborn, Mi.
38. Yang, M.G.M., Hong, P. ve Modi, S.B. (2011). “Impact of Lean Manufacturing and Environmental Management on Business Performance: An Empirical Study of Manufacturing Firms”, International Journal of Production Economics, 129(2), 251-261.
39. Yang, S. ve Yuan, Q. (2017). “Are Scientometrics, Informetrics, and Bibliometrics Different?”, 16th International Conference of The International Society for Scientometrics and Informetrics, Wuhan, China.
40. Zhu, Q. ve Sarkis, J. (2004). “Relationships Between Operational Practices and Performance Among Early Adopters of Green Supply Chain Management Practices in Chinese Manufacturing Enterprises”, Journal of Operations Management, 22(3), 265-289.