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Linking learning and knowledge creation to project success in Six Sigma projects: An empirical investigation

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  • Arumugam, V.
  • Antony, Jiju
  • Kumar, Maneesh

Abstract

This study investigates the impact of two organizational antecedents, (1) Six Sigma resources (technical) and (2) team psychological safety (social), on learning behaviour and knowledge creation and, in turn, on the success of Six Sigma process improvement projects. The paper proposes an integrated model to explain process improvement implementation success through two learning activities undertaken by Six Sigma project teams: Knowing-what and Knowing-how. The conceptualization of these knowledge types in this research is different from usual conceptualization as it represents the knowledge brought into projects through various phases of Six Sigma projects. The three hypotheses proposed in the model were tested using the data collected from 52 Six Sigma project teams from a single organization. Regression analysis showed psychological safety affects project performance through knowing-how. Regression and bootstrapping analyses showed resources influence project performance through the combined mediation of knowing-what and knowing-how.

Suggested Citation

  • Arumugam, V. & Antony, Jiju & Kumar, Maneesh, 2013. "Linking learning and knowledge creation to project success in Six Sigma projects: An empirical investigation," International Journal of Production Economics, Elsevier, vol. 141(1), pages 388-402.
    • Handle: RePEc:eee:proeco:v:141:y:2013:i:1:p:388-402
    DOI: 10.1016/j.ijpe.2012.09.003
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    as
    1. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    2. Anita L. Tucker & Ingrid M. Nembhard & Amy C. Edmondson, 2007. "Implementing New Practices: An Empirical Study of Organizational Learning in Hospital Intensive Care Units," Management Science, INFORMS, vol. 53(6), pages 894-907, June.
    3. Anil K. Gupta & Vijay Govindarajan, 2000. "Knowledge flows within multinational corporations," Strategic Management Journal, Wiley Blackwell, vol. 21(4), pages 473-496, April.
    4. Scott D. N. Cook & John Seely Brown, 1999. "Bridging Epistemologies: The Generative Dance Between Organizational Knowledge and Organizational Knowing," Organization Science, INFORMS, vol. 10(4), pages 381-400, August.
    5. Deborah Gladstein Ancona & David F. Caldwell, 1992. "Demography and Design: Predictors of New Product Team Performance," Organization Science, INFORMS, vol. 3(3), pages 321-341, August.
    6. Kingshuk K. Sinha & Andrew H. Van de Ven, 2005. "Designing Work Within and Between Organizations," Organization Science, INFORMS, vol. 16(4), pages 389-408, August.
    7. Enno Siemsen & Aleda V. Roth & Sridhar Balasubramanian & Gopesh Anand, 2009. "The Influence of Psychological Safety and Confidence in Knowledge on Employee Knowledge Sharing," Manufacturing & Service Operations Management, INFORMS, vol. 11(3), pages 429-447, April.
    8. Rahman, Shams-ur & Bullock, Philip, 2005. "Soft TQM, hard TQM, and organisational performance relationships: an empirical investigation," Omega, Elsevier, vol. 33(1), pages 73-83, February.
    9. Gary P. Pisano & Richard M.J. Bohmer & Amy C. Edmondson, 2001. "Organizational Differences in Rates of Learning: Evidence from the Adoption of Minimally Invasive Cardiac Surgery," Management Science, INFORMS, vol. 47(6), pages 752-768, June.
    10. Sze-Sze Wong, 2004. "Distal and Local Group Learning: Performance Trade-offs and Tensions," Organization Science, INFORMS, vol. 15(6), pages 645-656, December.
    11. Dorothy Leonard-Barton, 1990. "A Dual Methodology for Case Studies: Synergistic Use of a Longitudinal Single Site with Replicated Multiple Sites," Organization Science, INFORMS, vol. 1(3), pages 248-266, August.
    12. George Huber, 1982. "Organizational Information Systems: Determinants of Their Performance and Behavior," Management Science, INFORMS, vol. 28(2), pages 138-155, February.
    13. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    14. Rajiv Sabherwal & Anand Jeyaraj & Charles Chowa, 2006. "Information System Success: Individual and Organizational Determinants," Management Science, INFORMS, vol. 52(12), pages 1849-1864, December.
    15. Ikujiro Nonaka, 1994. "A Dynamic Theory of Organizational Knowledge Creation," Organization Science, INFORMS, vol. 5(1), pages 14-37, February.
    16. Brun, Alessandro, 2011. "Critical success factors of Six Sigma implementations in Italian companies," International Journal of Production Economics, Elsevier, vol. 131(1), pages 158-164, May.
    17. Adrian S. Choo & Kevin W. Linderman & Roger G. Schroeder, 2007. "Method and Psychological Effects on Learning Behaviors and Knowledge Creation in Quality Improvement Projects," Management Science, INFORMS, vol. 53(3), pages 437-450, March.
    18. Mohan V. Tatikonda & Mitzi M. Montoya-Weiss, 2001. "Integrating Operations and Marketing Perspectives of Product Innovation: The Influence of Organizational Process Factors and Capabilities on Development Performance," Management Science, INFORMS, vol. 47(1), pages 151-172, January.
    19. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    20. Karen Hopper Wruck & Michael C. jensen, 1997. "Science, Specific Knowledge, And Total Quality Management," Journal of Applied Corporate Finance, Morgan Stanley, vol. 10(2), pages 8-23, June.
    21. Ferdinand K. Levy, 1965. "Adaptation in the Production Process," Management Science, INFORMS, vol. 11(6), pages 136-154, April.
    22. Michael A. Lapré & Luk N. Van Wassenhove, 2001. "Creating and Transferring Knowledge for Productivity Improvement in Factories," Management Science, INFORMS, vol. 47(10), pages 1311-1325, October.
    23. George P. Huber, 1991. "Organizational Learning: The Contributing Processes and the Literatures," Organization Science, INFORMS, vol. 2(1), pages 88-115, February.
    24. Maurizio Zollo & Sidney G. Winter, 2002. "Deliberate Learning and the Evolution of Dynamic Capabilities," Organization Science, INFORMS, vol. 13(3), pages 339-351, June.
    25. Paul S. Adler & Kim B. Clark, 1991. "Behind the Learning Curve: A Sketch of the Learning Process," Management Science, INFORMS, vol. 37(3), pages 267-281, March.
    26. Ingrid M. Nembhard & Anita L. Tucker, 2011. "Deliberate Learning to Improve Performance in Dynamic Service Settings: Evidence from Hospital Intensive Care Units," Organization Science, INFORMS, vol. 22(4), pages 907-922, August.
    27. Janice Nadler & Leigh Thompson & Leaf Van Boven, 2003. "Learning Negotiation Skills: Four Models of Knowledge Creation and Transfer," Management Science, INFORMS, vol. 49(4), pages 529-540, April.
    28. Frans A. J. Van den Bosch & Henk W. Volberda & Michiel de Boer, 1999. "Coevolution of Firm Absorptive Capacity and Knowledge Environment: Organizational Forms and Combinative Capabilities," Organization Science, INFORMS, vol. 10(5), pages 551-568, October.
    29. John Boudreau & Wallace Hopp & John O. McClain & L. Joseph Thomas, 2003. "On the Interface Between Operations and Human Resources Management," Manufacturing & Service Operations Management, INFORMS, vol. 5(3), pages 179-202, September.
    30. Amit Shankar Mukherjee & Michael A. Lapré & Luk N. Van Wassenhove, 1998. "Knowledge Driven Quality Improvement," Management Science, INFORMS, vol. 44(11-Part-2), pages 35-49, November.
    31. Karen Hopper Wruck & Michael C. Jensen, 1998. "The Two Key Principles Behind Effective TQM Programs," European Financial Management, European Financial Management Association, vol. 4(3), pages 401-423, November.
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