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Accumulating a Portfolio of Experience: The Effect of Focal and Related Experience on Surgeon Performance

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  • Diwas Singh KC

    (Goizueta Business School, Emory University, Atlanta, Georgia 30322)

  • Bradley R. Staats

    (Kenan-Flagler Business School, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599)

Abstract

One key driver of improvement in surgical outcomes is a surgeon's prior experience. However, research notes that not all experience provides equal value for performance. How, then, should surgeons accumulate experience to improve quality outcomes? In this paper, we investigate the differential effects of focal and related (i.e., tasks similar to, but not identical to, the focal task) experience. We open up the black box of the volume-outcome relationship by going beyond just dividing experience into focal and related categories, but also considering how subtasks and context (i.e., the organization in which the work takes place) affect performance. To understand these issues, we assemble a novel data set on 71 cardiothoracic surgeons who performed more than 6,500 procedures during a period of 10 years after the introduction of a breakthrough surgical procedure. We find that, as compared to related experience, surgeon focal experience has a greater effect on surgeon performance. We also demonstrate that subtask experience has different, nonlinear performance relationships for focal and related experience. Finally, we find that focal experience is more firm specific than related experience and that nonfirm experience reduces the learning rate for both focal and related experience. We discuss implications of our findings for healthcare delivery and operations management.

Suggested Citation

  • Diwas Singh KC & Bradley R. Staats, 2012. "Accumulating a Portfolio of Experience: The Effect of Focal and Related Experience on Surgeon Performance," Manufacturing & Service Operations Management, INFORMS, vol. 14(4), pages 618-633, October.
  • Handle: RePEc:inm:ormsom:v:14:y:2012:i:4:p:618-633
    DOI: 10.1287/msom.1120.0385
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    as
    1. Boris Groysberg & Linda-Eling Lee & Ashish Nanda, 2008. "Can They Take It With Them? The Portability of Star Knowledge Workers' Performance," Management Science, INFORMS, vol. 54(7), pages 1213-1230, July.
    2. Michael A. Lapré & Nikos Tsikriktsis, 2006. "Organizational Learning Curves for Customer Dissatisfaction: Heterogeneity Across Airlines," Management Science, INFORMS, vol. 52(3), pages 352-366, March.
    3. Wai Fong Boh & Sandra A. Slaughter & J. Alberto Espinosa, 2007. "Learning from Experience in Software Development: A Multilevel Analysis," Management Science, INFORMS, vol. 53(8), pages 1315-1331, August.
    4. Naomi R. Lamoreauxn & Daniel M.G. Raff & Peter Temin, 1999. "Review article – Learning by Doing in Markets, Firms and Countries," Journal of Economic Studies, Emerald Group Publishing, vol. 26(6), pages 497-509, October.
    5. 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.
    6. Robert S. Huckman & Bradley R. Staats, 2011. "Fluid Tasks and Fluid Teams: The Impact of Diversity in Experience and Team Familiarity on Team Performance," Manufacturing & Service Operations Management, INFORMS, vol. 13(3), pages 310-328, July.
    7. Naomi R. Lamoreaux & Daniel M. G. Raff & Peter Temin, 1999. "Learning by Doing in Markets, Firms, and Countries," NBER Books, National Bureau of Economic Research, Inc, number lamo99-1.
    8. Robert S. Huckman, 2003. "The Utilization of Competing Technologies Within the Firm: Evidence from Cardiac Procedures," Management Science, INFORMS, vol. 49(5), pages 599-617, May.
    9. Naomi R. Lamoreaux & Daniel Raff & Peter Temin, 1999. "Introduction to "Learning by Doing in Markets, Firms, and Countries"," NBER Chapters, in: Learning by Doing in Markets, Firms, and Countries, pages 1-18, National Bureau of Economic Research, Inc.
    10. Linda Argote & Ella Miron-Spektor, 2011. "Organizational Learning: From Experience to Knowledge," Organization Science, INFORMS, vol. 22(5), pages 1123-1137, October.
    11. Ray Reagans & Linda Argote & Daria Brooks, 2005. "Individual Experience and Experience Working Together: Predicting Learning Rates from Knowing Who Knows What and Knowing How to Work Together," Management Science, INFORMS, vol. 51(6), pages 869-881, June.
    12. Nikos Tsikriktsis, 2007. "The Effect of Operational Performance and Focus on Profitability: A Longitudinal Study of the U.S. Airline Industry," Manufacturing & Service Operations Management, INFORMS, vol. 9(4), pages 506-517, April.
    13. Diwas S. Kc & Christian Terwiesch, 2009. "Impact of Workload on Service Time and Patient Safety: An Econometric Analysis of Hospital Operations," Management Science, INFORMS, vol. 55(9), pages 1486-1498, September.
    14. Kazuhiro Mishina, 1999. "Learning by New Experiences: Revisiting the Flying Fortress Learning Curve," NBER Chapters, in: Learning by Doing in Markets, Firms, and Countries, pages 145-184, National Bureau of Economic Research, Inc.
    15. Clark, Kim B., 1985. "The interaction of design hierarchies and market concepts in technological evolution," Research Policy, Elsevier, vol. 14(5), pages 235-251, October.
    16. Amy C. Edmondson, 2002. "The Local and Variegated Nature of Learning in Organizations: A Group-Level Perspective," Organization Science, INFORMS, vol. 13(2), pages 128-146, April.
    17. 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.
    18. Robert S. Huckman & Gary P. Pisano, 2006. "The Firm Specificity of Individual Performance: Evidence from Cardiac Surgery," Management Science, INFORMS, vol. 52(4), pages 473-488, April.
    19. Robert S. Huckman & Bradley R. Staats & David M. Upton, 2009. "Team Familiarity, Role Experience, and Performance: Evidence from Indian Software Services," Management Science, INFORMS, vol. 55(1), pages 85-100, January.
    20. Robert S. Huckman & Darren E. Zinner, 2008. "Does focus improve operational performance? Lessons from the management of clinical trials," Strategic Management Journal, Wiley Blackwell, vol. 29(2), pages 173-193, February.
    21. Bradley R. Staats & Francesca Gino, 2012. "Specialization and Variety in Repetitive Tasks: Evidence from a Japanese Bank," Management Science, INFORMS, vol. 58(6), pages 1141-1159, June.
    22. Sriram Narayanan & Sridhar Balasubramanian & Jayashankar M. Swaminathan, 2009. "A Matter of Balance: Specialization, Task Variety, and Individual Learning in a Software Maintenance Environment," Management Science, INFORMS, vol. 55(11), pages 1861-1876, November.
    23. Taylor, Frederick Winslow, 1911. "The Principles of Scientific Management," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number taylor1911.
    24. Melissa A. Schilling & Patricia Vidal & Robert E. Ployhart & Alexandre Marangoni, 2003. "Learning by Doing Something Else: Variation, Relatedness, and the Learning Curve," Management Science, INFORMS, vol. 49(1), pages 39-56, January.
    25. Bohn, Roger E., 2005. "From Art to Science in Manufacturing: The Evolution of Technological Knowledge," Foundations and Trends(R) in Technology, Information and Operations Management, now publishers, vol. 1(2), pages 1-82, October.
    26. Daniel Levinthal & Claus Rerup, 2006. "Crossing an Apparent Chasm: Bridging Mindful and Less-Mindful Perspectives on Organizational Learning," Organization Science, INFORMS, vol. 17(4), pages 502-513, August.
    27. Jonathan R. Clark & Robert S. Huckman, 2012. "Broadening Focus: Spillovers, Complementarities, and Specialization in the Hospital Industry," Management Science, INFORMS, vol. 58(4), pages 708-722, April.
    28. 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.
    29. John Paul MacDuffie & Kannan Sethuraman & Marshall L. Fisher, 1996. "Product Variety and Manufacturing Performance: Evidence from the International Automotive Assembly Plant Study," Management Science, INFORMS, vol. 42(3), pages 350-369, March.
    30. Diwas Singh KC & Christian Terwiesch, 2011. "The Effects of Focus on Performance: Evidence from California Hospitals," Management Science, INFORMS, vol. 57(11), pages 1897-1912, November.
    31. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
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    3. Stock, Gregory N. & McDermott, Christopher & Anand, Gopesh, 2016. "Average surgeon-level volume and hospital performance," International Journal of Production Economics, Elsevier, vol. 182(C), pages 253-262.

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