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Understanding Lean—Statistical Analysis of Perceptions and Self-Deception Regarding Lean Management

Author

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  • Antony Pearce

    (University of Canterbury)

  • Dirk Pons

    (University of Canterbury
    University of Canterbury)

  • Thomas Neitzert

    (Auckland University of Technology)

Abstract

Despite the benefits of a lean business system, many organisations struggle to implement and sustain lean initiatives. The purpose of this work was to explore in what way a leader’s deeper knowledge or different understandings of lean affects the lean implementation and its outcomes. The research methodology incorporated a survey of 757 participants. How respondents understood lean was assessed and later correlated to their extent of lean knowledge and specific understanding. This was supported by exploratory factor analysis and structural equation modelling. What caused participants to pursue lean knowledge was also assessed. Low lean knowledge and experience correlated with a system, tools and processes perspective of lean that was perceived to provide a low competitive advantage. Those of high lean knowledge had a much more holistic view of lean that encompassed both socio and technical aspects and also perceived greater competitive advantages from lean. Results showed 88% of people were (are) not at all familiar with lean, 9% of low knowledge and 3% of high knowledge. This paper promotes the importance of management knowledge in establishing a lean business system and exposes that many are actually self-deceived regarding their knowledge of lean. It identifies the need to develop lean education and recommends further research in this area. It also provides a conceptual framework for the implementation of lean with an emphasis on leadership learning. This paper contributes statistical evidence and a new perspective on the cause of lean success and failure.

Suggested Citation

  • Antony Pearce & Dirk Pons & Thomas Neitzert, 2023. "Understanding Lean—Statistical Analysis of Perceptions and Self-Deception Regarding Lean Management," SN Operations Research Forum, Springer, vol. 4(2), pages 1-43, June.
  • Handle: RePEc:spr:snopef:v:4:y:2023:i:2:d:10.1007_s43069-023-00198-4
    DOI: 10.1007/s43069-023-00198-4
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    1. Robert M. Grant, 1996. "Prospering in Dynamically-Competitive Environments: Organizational Capability as Knowledge Integration," Organization Science, INFORMS, vol. 7(4), pages 375-387, August.
    2. Peter Hines & Sarah Lethbridge, 2008. "New Development: Creating a Lean University," Public Money & Management, Taylor & Francis Journals, vol. 28(1), pages 53-56, February.
    3. Joseph F. Hair & G. Tomas M. Hult & Christian M. Ringle & Marko Sarstedt & Kai Oliver Thiele, 2017. "Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods," Journal of the Academy of Marketing Science, Springer, vol. 45(5), pages 616-632, September.
    4. Sungho Park & Sachin Gupta, 2012. "Handling Endogenous Regressors by Joint Estimation Using Copulas," Marketing Science, INFORMS, vol. 31(4), pages 567-586, July.
    5. Danny Samson & Matteo Kalchschmidt, 2019. "Looking forward in operations management research," Operations Management Research, Springer, vol. 12(1), pages 1-3, June.
    6. John Antonakis & Samuel Bendahan & Philippe Jacquart & Rafael Lalive, 2010. "On making causal claims : A review and recommendations," Post-Print hal-02313119, HAL.
    7. Marcel F. Assen, 2018. "The moderating effect of management behavior for Lean and process improvement," Operations Management Research, Springer, vol. 11(1), pages 1-13, June.
    8. Balzer, William K. & Brodke, Michelle H. & Kluse, Christopher & Zickar, Michael J., 2019. "Revolution or 30-year fad? A role for I-O psychology in Lean management," Industrial and Organizational Psychology, Cambridge University Press, vol. 12(3), pages 215-233, September.
    9. Jörg Henseler & Marko Sarstedt, 2013. "Goodness-of-fit indices for partial least squares path modeling," Computational Statistics, Springer, vol. 28(2), pages 565-580, April.
    10. Jarl Kampen & Marc Swyngedouw, 2000. "The Ordinal Controversy Revisited," Quality & Quantity: International Journal of Methodology, Springer, vol. 34(1), pages 87-102, February.
    11. Cox, Andrew & Chicksand, Dan, 2005. "The Limits of Lean Management Thinking:: Multiple Retailers and Food and Farming Supply Chains," European Management Journal, Elsevier, vol. 23(6), pages 648-662, December.
    12. Claire McInerney, 2002. "Knowledge management and the dynamic nature of knowledge," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 53(12), pages 1009-1018, October.
    13. Farrell, Andrew M., 2010. "Insufficient discriminant validity: A comment on Bove, Pervan, Beatty, and Shiu (2009)," Journal of Business Research, Elsevier, vol. 63(3), pages 324-327, March.
    14. Naga Vamsi Krishna Jasti & Rambabu Kodali, 2015. "Lean production: literature review and trends," International Journal of Production Research, Taylor & Francis Journals, vol. 53(3), pages 867-885, February.
    15. Maurizio Zollo & Sidney G. Winter, 2002. "Deliberate Learning and the Evolution of Dynamic Capabilities," Organization Science, INFORMS, vol. 13(3), pages 339-351, June.
    16. Sarstedt, Marko & Hair, Joseph F. & Ringle, Christian M. & Thiele, Kai O. & Gudergan, Siegfried P., 2016. "Estimation issues with PLS and CBSEM: Where the bias lies!," Journal of Business Research, Elsevier, vol. 69(10), pages 3998-4010.
    17. Fuller, Christie M. & Simmering, Marcia J. & Atinc, Guclu & Atinc, Yasemin & Babin, Barry J., 2016. "Common methods variance detection in business research," Journal of Business Research, Elsevier, vol. 69(8), pages 3192-3198.
    18. Pearce, Antony & Pons, Dirk, 2019. "Advancing lean management: The missing quantitative approach," Operations Research Perspectives, Elsevier, vol. 6(C).
    19. Marko Sarstedt & Erik Mooi, 2014. "A Concise Guide to Market Research," Springer Texts in Business and Economics, Springer, edition 2, number 978-3-642-53965-7, October.
    20. Hicks, B.J., 2007. "Lean information management: Understanding and eliminating waste," International Journal of Information Management, Elsevier, vol. 27(4), pages 233-249.
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