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Eigenvalue Productivity: Measurement of Individual Contributions in Teams

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  • Julia Müller
  • Thorsten Upmann

Abstract

While the output of a team is evident, the productivity of each team member is typically not readily identifiable. In this paper we consider the problem of measuring the productivity of team members. We propose a new concept of coworker productivity, which we refer to as eigenvalue productivity (EVP). We demonstrate the existence and uniqueness of our concept and show that it possesses several desirable properties. Also, we suggest a procedure for specifying the required productivity matrix of a team, and illustrate the operational practicability of EVP by means of three examples representing different types of the available data.

Suggested Citation

  • Julia Müller & Thorsten Upmann, 2017. "Eigenvalue Productivity: Measurement of Individual Contributions in Teams," CESifo Working Paper Series 6679, CESifo.
    • Handle: RePEc:ces:ceswps:_6679
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    1. Boris Maciejovsky & Matthias Sutter & David V. Budescu & Patrick Bernau, 2013. "Teams Make You Smarter: How Exposure to Teams Improves Individual Decisions in Probability and Reasoning Tasks," Management Science, INFORMS, vol. 59(6), pages 1255-1270, June.
    2. Martin G. Kocher & Matthias Sutter, 2005. "The Decision Maker Matters: Individual Versus Group Behaviour in Experimental Beauty-Contest Games," Economic Journal, Royal Economic Society, vol. 115(500), pages 200-223, January.
    3. Galeotti, Andrea & Goyal, Sanjeev & Kamphorst, Jurjen, 2006. "Network formation with heterogeneous players," Games and Economic Behavior, Elsevier, vol. 54(2), pages 353-372, February.
    4. Oriana Bandiera & Iwan Barankay & Imran Rasul, 2010. "Social Incentives in the Workplace," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(2), pages 417-458.
    5. Allouch, Nizar, 2015. "On the private provision of public goods on networks," Journal of Economic Theory, Elsevier, vol. 157(C), pages 527-552.
    6. Alexandre Mas & Enrico Moretti, 2009. "Peers at Work," American Economic Review, American Economic Association, vol. 99(1), pages 112-145, March.
    7. Matthias Sutter, 2009. "Individual Behavior and Group Membership: Comment," American Economic Review, American Economic Association, vol. 99(5), pages 2247-2257, December.
    8. Todd Idson & Leo Kahane, 2004. "Teammate effects on pay," Applied Economics Letters, Taylor & Francis Journals, vol. 11(12), pages 731-733.
    9. Simmons, Rob & Berri, David J., 2011. "Mixing the princes and the paupers: Pay and performance in the National Basketball Association," Labour Economics, Elsevier, vol. 18(3), pages 381-388, June.
    10. Corbae, Dean & Duffy, John, 2008. "Experiments with network formation," Games and Economic Behavior, Elsevier, vol. 64(1), pages 81-120, September.
    11. Adrian Alter & Ben R. Craig & Peter Raupach, 2015. "Centrality-Based Capital Allocations," International Journal of Central Banking, International Journal of Central Banking, vol. 11(3), pages 329-377, June.
    12. Guido Friebel & Matthias Heinz & Miriam Krueger & Nikolay Zubanov, 2017. "Team Incentives and Performance: Evidence from a Retail Chain," American Economic Review, American Economic Association, vol. 107(8), pages 2168-2203, August.
    13. Tröster, Christian & Mehra, Ajay & van Knippenberg, Daan, 2014. "Structuring for team success: The interactive effects of network structure and cultural diversity on team potency and performance," Organizational Behavior and Human Decision Processes, Elsevier, vol. 124(2), pages 245-255.
    14. Gary Charness & Luca Rigotti & Aldo Rustichini, 2007. "Individual Behavior and Group Membership," American Economic Review, American Economic Association, vol. 97(4), pages 1340-1352, September.
    15. Kandel, Eugene & Lazear, Edward P, 1992. "Peer Pressure and Partnerships," Journal of Political Economy, University of Chicago Press, vol. 100(4), pages 801-817, August.
    16. Siegfried Berninghaus & Karl-Martin Ehrhart & Marion Ott, 2006. "A network experiment in continuous time: The influence of link costs," Experimental Economics, Springer;Economic Science Association, vol. 9(3), pages 237-251, September.
    17. Coralio Ballester & Antoni Calvó-Armengol & Yves Zenou, 2006. "Who's Who in Networks. Wanted: The Key Player," Econometrica, Econometric Society, vol. 74(5), pages 1403-1417, September.
    18. de Martí, Joan & Zenou, Yves, 2015. "Network games with incomplete information," Journal of Mathematical Economics, Elsevier, vol. 61(C), pages 221-240.
    19. Alvarez, J. & Forrest, D. & Sanz, I. & Tena, J.D., 2011. "Impact of importing foreign talent on performance levels of local co-workers," Labour Economics, Elsevier, vol. 18(3), pages 287-296, June.
    20. Qiang Fu & Jingfeng Lu & Yue Pan, 2015. "Team Contests with Multiple Pairwise Battles," American Economic Review, American Economic Association, vol. 105(7), pages 2120-2140, July.
    21. Gary Charness & Francesco Feri & Miguel A. Meléndez‐Jiménez & Matthias Sutter, 2014. "Experimental Games on Networks: Underpinnings of Behavior and Equilibrium Selection," Econometrica, Econometric Society, vol. 82(5), pages 1615-1670, September.
    22. Ichniowski, Casey & Shaw, Kathryn & Prennushi, Giovanna, 1997. "The Effects of Human Resource Management Practices on Productivity: A Study of Steel Finishing Lines," American Economic Review, American Economic Association, vol. 87(3), pages 291-313, June.
    23. Alper, Steve & Tjosvold, Dean & Law, Kenneth S., 1998. "Interdependence and Controversy in Group Decision Making: Antecedents to Effective Self-Managing Teams," Organizational Behavior and Human Decision Processes, Elsevier, vol. 74(1), pages 33-52, April.
    24. Matthew O. Jackson, 2014. "Networks in the Understanding of Economic Behaviors," Journal of Economic Perspectives, American Economic Association, vol. 28(4), pages 3-22, Fall.
    25. Goeree, Jacob K. & Riedl, Arno & Ule, Aljaz, 2009. "In search of stars: Network formation among heterogeneous agents," Games and Economic Behavior, Elsevier, vol. 67(2), pages 445-466, November.
    26. Matthew O. Jackson & Brian W. Rogers & Yves Zenou, 2017. "The Economic Consequences of Social-Network Structure," Journal of Economic Literature, American Economic Association, vol. 55(1), pages 49-95, March.
    27. Belhaj, Mohamed & Bramoullé, Yann & Deroïan, Frédéric, 2014. "Network games under strategic complementarities," Games and Economic Behavior, Elsevier, vol. 88(C), pages 310-319.
    28. Sander Hoogendoorn & Hessel Oosterbeek & Mirjam van Praag, 2013. "The Impact of Gender Diversity on the Performance of Business Teams: Evidence from a Field Experiment," Management Science, INFORMS, vol. 59(7), pages 1514-1528, July.
    29. Idson, Todd L & Kahane, Leo H, 2000. "Team Effects on Compensation: An Application to Salary Determination in the National Hockey League," Economic Inquiry, Western Economic Association International, vol. 38(2), pages 345-357, April.
    30. Gruenfeld, Deborah H & Martorana, Paul V. & Fan, Elliott T., 2000. "What Do Groups Learn from Their Worldliest Members? Direct and Indirect Influence in Dynamic Teams," Organizational Behavior and Human Decision Processes, Elsevier, vol. 82(1), pages 45-59, May.
    31. Andrea Galeotti & Sanjeev Goyal & Matthew O. Jackson & Fernando Vega-Redondo & Leeat Yariv, 2010. "Network Games," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(1), pages 218-244.
    32. Jose Apesteguia & Ghazala Azmat & Nagore Iriberri, 2012. "The Impact of Gender Composition on Team Performance and Decision Making: Evidence from the Field," Management Science, INFORMS, vol. 58(1), pages 78-93, January.
    33. Eric D. Gould & Eyal Winter, 2009. "Interactions between Workers and the Technology of Production: Evidence from Professional Baseball," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 188-200, February.
    34. Francesco Feri & Bernd Irlenbusch & Matthias Sutter, 2010. "Efficiency Gains from Team-Based Coordination—Large-Scale Experimental Evidence," American Economic Review, American Economic Association, vol. 100(4), pages 1892-1912, September.
    35. ,, 2015. "Social activity and network formation," Theoretical Economics, Econometric Society, vol. 10(2), May.
    36. Franck, Egon & Nüesch, Stephan, 2010. "The effect of talent disparity on team productivity in soccer," Journal of Economic Psychology, Elsevier, vol. 31(2), pages 218-229, April.
    37. Nikolaus Beck & Mark Meyer, 2012. "Modeling team performance," Empirical Economics, Springer, vol. 43(1), pages 335-356, August.
    38. Siegfried Berninghaus & Karl-Martin Ehrhart & Marion Ott & Bodo Vogt, 2007. "Evolution of networks—an experimental analysis," Journal of Evolutionary Economics, Springer, vol. 17(3), pages 317-347, June.
    39. Craig A. Depken II & Lisa E. Haglund, 2011. "Peer Effects in Team Sports: Empirical Evidence From NCAA Relay Teams," Journal of Sports Economics, , vol. 12(1), pages 3-19, February.
    40. Federico Echenique & Roland G. Fryer, 2007. "A Measure of Segregation Based on Social Interactions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 441-485.
    41. Tamar Kugler & Edgar E. Kausel & Martin G. Kocher, 2012. "Are Groups more Rational than Individuals? A Review of Interactive Decision Making in Groups," CESifo Working Paper Series 3701, CESifo.
    42. Rockenbach, Bettina & Sadrieh, Abdolkarim & Mathauschek, Barbara, 2007. "Teams take the better risks," Journal of Economic Behavior & Organization, Elsevier, vol. 63(3), pages 412-422, July.
    43. Rodrigo Harrison & Roberto Muñoz, 2008. "Stability and equilibrium selection in a link formation game," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 37(2), pages 335-345, November.
    44. Yeon-Koo Che & Seung-Weon Yoo, 2001. "Optimal Incentives for Teams," American Economic Review, American Economic Association, vol. 91(3), pages 525-541, June.
    45. Iris Wanzenb�ck & Thomas Scherngell & Rafael Lata, 2015. "Embeddedness of European Regions in European Union-Funded Research and Development (R&D) Networks: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 49(10), pages 1685-1705, October.
    46. Ray Reagans & Ezra W. Zuckerman, 2001. "Networks, Diversity, and Productivity: The Social Capital of Corporate R&D Teams," Organization Science, INFORMS, vol. 12(4), pages 502-517, August.
    47. David J. Cooper & John H. Kagel, 2005. "Are Two Heads Better Than One? Team versus Individual Play in Signaling Games," American Economic Review, American Economic Association, vol. 95(3), pages 477-509, June.
    48. Tat Y. Chan & Jia Li & Lamar Pierce, 2014. "Compensation and Peer Effects in Competing Sales Teams," Management Science, INFORMS, vol. 60(8), pages 1965-1984, August.
    49. Leo Katz, 1953. "A new status index derived from sociometric analysis," Psychometrika, Springer;The Psychometric Society, vol. 18(1), pages 39-43, March.
    50. Kim, Chongmin & Wong, Kam-Chau, 2007. "Network formation and stable equilibrium," Journal of Economic Theory, Elsevier, vol. 133(1), pages 536-549, March.
    51. Venkatesh Bala & Sanjeev Goyal, 2000. "A Noncooperative Model of Network Formation," Econometrica, Econometric Society, vol. 68(5), pages 1181-1230, September.
    52. Mary-Anne Holfve-Sabel, 2015. "Students’ Individual Choices of Peers to Work with During Lessons May Counteract Segregation," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 122(2), pages 577-594, June.
    53. Kelly, Janice R. & Barsade, Sigal G., 2001. "Mood and Emotions in Small Groups and Work Teams," Organizational Behavior and Human Decision Processes, Elsevier, vol. 86(1), pages 99-130, September.
    54. Gary Charness & Matthias Sutter, 2012. "Groups Make Better Self-Interested Decisions," Journal of Economic Perspectives, American Economic Association, vol. 26(3), pages 157-176, Summer.
    55. De Sinopoli, Francesco & Pimienta, Carlos, 2010. "Costly network formation and regular equilibria," Games and Economic Behavior, Elsevier, vol. 69(2), pages 492-497, July.
    56. Markose, Sheri & Giansante, Simone & Shaghaghi, Ali Rais, 2012. "‘Too interconnected to fail’ financial network of US CDS market: Topological fragility and systemic risk," Journal of Economic Behavior & Organization, Elsevier, vol. 83(3), pages 627-646.
    57. David J. Berri, 1999. "Who is 'most valuable'? Measuring the player's production of wins in the National Basketball Association," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 20(8), pages 411-427.
    58. Todd D. Kendall, 2003. "Spillovers, Complementarities, and Sorting in Labor Markets with an Application to Professional Sports," Southern Economic Journal, John Wiley & Sons, vol. 70(2), pages 389-402, October.
    59. Erjia Yan & Ying Ding, 2009. "Applying centrality measures to impact analysis: A coauthorship network analysis," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 60(10), pages 2107-2118, October.
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    More about this item

    Keywords

    coworker productivity; eigenvalue productivity; centrality; team production;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production

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