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Insider econometrics: A roadmap with stops along the way

  • Shaw, Kathryn

For the past twenty five years, economists have been building theories of the optimal management of firms. For example, economic models suggest that under some conditions, piece rate pay raises performance, and under other conditions, promotions tournaments raise performance. Some of these theories have been tested, others have not. Economists are now using new empirical research tools, that we label "insider econometrics," to test the impact of management practices on productivity: to model how much productivity changes; to model why management practices raise productivity; and to examine which firms benefit and why from alternative management practices. The methodology we describe is "insider" because it uses inside knowledge and data from within firms. It is "econometrics" because the methodology is often the application of treatment effects methods to modeling changing management practices within firms. However, the methods and challenges of insider econometrics are unique, and we identify several key features that are important in undertaking empirical studies of workers' productivity. Now that more firms are keeping data on employees, it is time to improve our analysis of the empirical study of the productivity of workers within firms.

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Article provided by Elsevier in its journal Labour Economics.

Volume (Year): 16 (2009)
Issue (Month): 6 (December)
Pages: 607-617

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Handle: RePEc:eee:labeco:v:16:y:2009:i:6:p:607-617
Contact details of provider: Web page: http://www.elsevier.com/locate/labeco

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  1. Oriana Bandiera & Imran Rasul & Iwan Baranky, 2011. "Team incentives: evidence from a firm level experiment," LSE Research Online Documents on Economics 58193, London School of Economics and Political Science, LSE Library.
  2. Krueger, Alan B. & Mas, Alexandre, 2003. "Strikes, Scabs and Tread Separations: Labor Strife and the Production of Defective Bridgestone/Firestone Tires," IZA Discussion Papers 869, Institute for the Study of Labor (IZA).
  3. Caroline M. Hoxby, 2002. "Would School Choice Change the Teaching Profession?," Journal of Human Resources, University of Wisconsin Press, vol. 37(4), pages 846-891.
  4. Eric A. Hanushek & John F. Kain & Steven G. Rivkin, 1998. "Teachers, Schools, and Academic Achievement," NBER Working Papers 6691, National Bureau of Economic Research, Inc.
  5. Bandiera, Oriana & Barankay, Iwan & Rasul, Imran, 2006. "Incentives for Managers and Inequality Among Workers: Evidence from a Firm Level Experiment," IZA Discussion Papers 2062, Institute for the Study of Labor (IZA).
  6. Martin Gaynor & James Rebitzer & Lowell Taylor, "undated". "Incentives in HMOs," GSIA Working Papers 2003-E21, Carnegie Mellon University, Tepper School of Business.
  7. Encinosa III, William E. & Gaynor, Martin & Rebitzer, James B., 2005. "The Sociology of Groups and the Economics of Incentives: Theory and Evidence on Compensation Systems," IZA Discussion Papers 1851, Institute for the Study of Labor (IZA).
  8. Nick Bloom & Mark Schankerman & John Van Reenen, 2005. "Identifying technology spillovers and product market rivalry," STICERD - Economics of Industry Papers 40, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
  9. Alexandre Mas & Enrico Moretti, 2009. "Peers at Work," American Economic Review, American Economic Association, vol. 99(1), pages 112-145, March.
  10. Randall Eberts & Kevin Hollenbeck & Joe Stone, 2002. "Teacher Performance Incentives and Student Outcomes," Journal of Human Resources, University of Wisconsin Press, vol. 37(4), pages 913-927.
  11. Bloom, Nicholas & Van Reenen, John, 2006. "Measuring and Explaining Management Practices Across Firms and Countries," CEPR Discussion Papers 5581, C.E.P.R. Discussion Papers.
  12. Brent Boning & Casey Ichniowski & Kathryn Shaw, 2001. "Opportunity Counts: Teams and the Effectiveness of Production Incentives," NBER Working Papers 8306, National Bureau of Economic Research, Inc.
  13. Francine Lafontaine & Kathryn L. Shaw, 2001. "Targeting Managerial Control: Evidence from Franchising," NBER Working Papers 8416, National Bureau of Economic Research, Inc.
  14. Garicano, Luis & Heaton, Paul, 2006. "Computing Crime: Information Technology, Police Effectiveness and the Organization of Policing," CEPR Discussion Papers 5837, C.E.P.R. Discussion Papers.
  15. Ann P. Bartel, 2004. "Human Resource Management and Organizational Performance: Evidence from Retail Banking," ILR Review, Cornell University, ILR School, vol. 57(2), pages 181-203, January.
  16. Francine Lafontaine & Kathryn L. Shaw, 1999. "The Dynamics of Franchise Contracting: Evidence from Panel Data," Journal of Political Economy, University of Chicago Press, vol. 107(5), pages 1041-1080, October.
  17. Edward P. Lazear, 1999. "Personnel Economics: Past Lessons and Future Directions," NBER Working Papers 6957, National Bureau of Economic Research, Inc.
  18. Alan B. Krueger, 1999. "Experimental Estimates of Education Production Functions," The Quarterly Journal of Economics, Oxford University Press, vol. 114(2), pages 497-532.
  19. Milgrom, Paul & Roberts, John, 1995. "Complementarities and fit strategy, structure, and organizational change in manufacturing," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 179-208, April.
  20. Brian A. Jacob & Steven D. Levitt, 2003. "Rotten Apples: An Investigation of the Prevalence and Predictors of Teacher Cheating," NBER Working Papers 9413, National Bureau of Economic Research, Inc.
  21. Thomas Lemieux & W. Bentley MacLeod & Daniel Parent, 2009. "Performance Pay and Wage Inequality," The Quarterly Journal of Economics, Oxford University Press, vol. 124(1), pages 1-49.
  22. Kim B. Clark, 1980. "The Impact of Unionization on Productivity: A Case Study," ILR Review, Cornell University, ILR School, vol. 33(4), pages 451-469, July.
  23. Lucia Foster & John Haltiwanger & Chad Syverson, 2005. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," NBER Working Papers 11555, National Bureau of Economic Research, Inc.
  24. Edward P. Lazear & Kathryn L. Shaw, 2007. "Personnel Economics: The Economist's View of Human Resources," NBER Working Papers 13653, National Bureau of Economic Research, Inc.
  25. Ann Bartel & Casey Ichniowski & Kathryn Shaw, 2007. "How Does Information Technology Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement, and Worker Skills," The Quarterly Journal of Economics, Oxford University Press, vol. 122(4), pages 1721-1758.
  26. Daron Acemoglu, 2003. "Patterns of Skill Premia," Review of Economic Studies, Oxford University Press, vol. 70(2), pages 199-230.
  27. Jones, Derek & Kato, Takao, 2007. "The Impact of Teams on Output, Quality and Downtime: An Empirical Analysis Using Individual Panel Data," Working Papers 104-24, Department of Economics, Colgate University.
  28. Duflo, Esther & Hanna, Rema, 2005. "Monitoring Works: Getting Teachers to Come to School," CEPR Discussion Papers 5426, C.E.P.R. Discussion Papers.
  29. Alexandre Mas, 2006. "Pay, Reference Points, and Police Performance," NBER Working Papers 12202, National Bureau of Economic Research, Inc.
  30. Oriana Bandiera & Iwan Barankay & Imran Rasul, 2005. "Social Preferences and the Response to Incentives: Evidence from Personnel Data," The Quarterly Journal of Economics, Oxford University Press, vol. 120(3), pages 917-962.
  31. Bhattacherjee, Debashish, 2003. "The Effects of Group Incentives in an Indian Firm - Evidence from Payroll Data," Working Papers 03-14, University of Aarhus, Aarhus School of Business, Department of Economics.
  32. Barton H. Hamilton & Jack A. Nickerson & Hideo Owan, 2003. "Team Incentives and Worker Heterogeneity: An Empirical Analysis of the Impact of Teams on Productivity and Participation," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 465-497, June.
  33. Landers, Renee M & Rebitzer, James B & Taylor, Lowell J, 1996. "Rat Race Redux: Adverse Selection in the Determination of Work Hours in Law Firms," American Economic Review, American Economic Association, vol. 86(3), pages 329-348, June.
  34. Rachel Griffith & Andrew Neely, 2006. "Incentives and managerial experience in multi-task teams: evidence from within a firm," IFS Working Papers W06/22, Institute for Fiscal Studies.
  35. Edward P. Lazear, 1995. "Personnel Economics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262121883.
  36. Fredrik Andersson & Matthew Freedman & John Haltiwanger & Julia Lane & Kathryn Shaw, 2009. "Reaching for the Stars: Who Pays for Talent in Innovative Industries?," Economic Journal, Royal Economic Society, vol. 119(538), pages F308-F332, 06.
  37. 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.
  38. David H. Autor & David Scarborough, 2008. "Does Job Testing Harm Minority Workers? Evidence from Retail Establishments," The Quarterly Journal of Economics, Oxford University Press, vol. 123(1), pages 219-277.
  39. Johannes Van Biesebroeck, 2006. "Complementarities in Automobile Production," NBER Working Papers 12131, National Bureau of Economic Research, Inc.
  40. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2007. "A retrospective look at the U.S. productivity growth resurgence," Staff Reports 277, Federal Reserve Bank of New York.
  41. Douglas L. Kruse, 1993. "Profit Sharing: Does It Make a Difference?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number ps, November.
  42. Kim B. Clark, 1980. "Unionization and Productivity: Micro-Econometric Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 95(4), pages 613-639.
  43. Bandiera, Oriana & Barankay, Iwan & Rasul, Imran, 2009. "Social Connections and Incentives in the Workplace: Evidence from Personnel Data," CEPR Discussion Papers 7114, C.E.P.R. Discussion Papers.
  44. Casey Ichniowski & Kathryn Shaw, 2003. "Beyond Incentive Pay: Insiders' Estimates of the Value of Complementary Human Resource Management Practices," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 155-180, Winter.
  45. Thomas N. Hubbard, 2003. "Information, Decisions, and Productivity: On-Board Computers and Capacity Utilization in Trucking," American Economic Review, American Economic Association, vol. 93(4), pages 1328-1353, September.
  46. Arturs Kalnins & Wilbur Chung, 2006. "Social Capital, Geography, and Survival: Gujarati Immigrant Entrepreneurs in the U.S. Lodging Industry," Management Science, INFORMS, vol. 52(2), pages 233-247, February.
  47. Susan Helper, 2000. "Economists and Field Research: "You Can Observe a Lot Just by Watching."," American Economic Review, American Economic Association, vol. 90(2), pages 228-232, May.
  48. Clark, Kim B, 1984. "Unionization and Firm Performance: The Impact on Profits, Growth, and Productivity," American Economic Review, American Economic Association, vol. 74(5), pages 893-919, December.
  49. repec:sae:ilrrev:v:43:y:1990:i:3:p:89-106 is not listed on IDEAS
  50. George P. Baker & Thomas N. Hubbard, 2003. "Make Versus Buy in Trucking: Asset Ownership, Job Design, and Information," American Economic Review, American Economic Association, vol. 93(3), pages 551-572, June.
  51. Rosemary Batt, 1999. "Work Organization, Technology, and Performance in Customer Service and Sales," ILR Review, Cornell University, ILR School, vol. 52(4), pages 539-564, July.
  52. Francisco Pérez-González, 2006. "Inherited Control and Firm Performance," American Economic Review, American Economic Association, vol. 96(5), pages 1559-1588, December.
  53. Edward P. Lazear, 1996. "Performance Pay and Productivity," NBER Working Papers 5672, National Bureau of Economic Research, Inc.
  54. Knoeber, Charles R & Thurman, Walter N, 1994. "Testing the Theory of Tournaments: An Empirical Analysis of Broiler Production," Journal of Labor Economics, University of Chicago Press, vol. 12(2), pages 155-179, April.
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