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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. Duflo, Esther & Hanna, Rema, 2005. "Monitoring Works: Getting Teachers to Come to School," CEPR Discussion Papers 5426, C.E.P.R. Discussion Papers.
  2. Bloom, Nicholas & Schankerman, Mark & Van Reenen, John, 2005. "Identifying Technology Spillovers and Product Market Rivalry," CEPR Discussion Papers 4912, C.E.P.R. Discussion Papers.
  3. 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.
  4. Martin Gaynor & James B Rebitzer & Lowell J Taylor, 2002. "Incentives in HMO's," The Centre for Market and Public Organisation 03/089, Department of Economics, University of Bristol, UK.
  5. 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.
  6. Nick Bloom & John Van Reenen, 2006. "Measuring and explaining management practices across firms and countries," LSE Research Online Documents on Economics 733, London School of Economics and Political Science, LSE Library.
  7. Edward P. Lazear & Kathryn L. Shaw, 2007. "Personnel Economics: The Economist's View of Human Resources," Journal of Economic Perspectives, American Economic Association, vol. 21(4), pages 91-114, Fall.
  8. Alexandre Mas & Enrico Moretti, 2006. "Peers at Work," NBER Working Papers 12508, National Bureau of Economic Research, Inc.
  9. Brian A. Jacob & Steven D. Levitt, 2003. "Rotten Apples: An Investigation of the Prevalence and Predictors of Teacher Cheating," The Quarterly Journal of Economics, Oxford University Press, vol. 118(3), pages 843-877.
  10. Alan B. Krueger & Alexandre Mas, 2002. "Strikes, Scabs and Tread Separations: Labor Strife and the Production of Defective Bridgestone/Firestone Tires," Working Papers 125, Princeton University, Department of Economics, Center for Economic Policy Studies..
  11. Edward P. Lazear, 2000. "Performance Pay and Productivity," American Economic Review, American Economic Association, vol. 90(5), pages 1346-1361, December.
  12. Derek C. Jones & Takao Kato, 2011. "The Impact of Teams on Output, Quality, and Downtime: An Empirical Analysis Using Individual Panel Data," ILR Review, Cornell University, ILR School, vol. 64(2), pages 215-240, January.
  13. Edward P. Lazear & Paul Oyer, 2007. "Personnel Economics," NBER Working Papers 13480, National Bureau of Economic Research, Inc.
  14. Lucia Foster & John Haltiwanger & Chad Syverson, 2005. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," Working Papers 05-11, Center for Economic Studies, U.S. Census Bureau.
  15. Francine Lafontaine & Kathryn L. Shaw, 2001. "Targeting Managerial Control: Evidence from Franchising," NBER Working Papers 8416, National Bureau of Economic Research, Inc.
  16. Bandiera, Oriana & Barankay, Iwan & Rasul, Imran, 2012. "Team Incentives: Evidence from a Firm Level Experiment," CEPR Discussion Papers 8776, C.E.P.R. Discussion Papers.
  17. 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.
  18. 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 329-48, June.
  19. 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.
  20. 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.
  21. Alexandre Mas, 2006. "Pay, Reference Points, and Police Performance," NBER Working Papers 12202, National Bureau of Economic Research, Inc.
  22. 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.
  23. 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.
  24. Thomas Lemieux & W. Bentley Macleod & Daniel Parent, 2006. "Performance Pay And Wage Inequality," Departmental Working Papers 2006-08, McGill University, Department of Economics.
  25. Johannes Van Biesebroeck, 2006. "Complementarities in Automobile Production," NBER Working Papers 12131, National Bureau of Economic Research, Inc.
  26. 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.
  27. Randall Eberts & Kevin Hollenbeck & Joe Stone, 2000. "Teacher Performance Incentives and Student Outcomes," Upjohn Working Papers and Journal Articles 00-65, W.E. Upjohn Institute for Employment Research.
  28. 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.
  29. Orana Bandiera & Iwan Barankay & Imran Rasul, 2005. "Social preferences and the response to incentives: Evidence from personnel data," Natural Field Experiments 00212, The Field Experiments Website.
  30. 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).
  31. Steven G. Rivkin & Eric A. Hanushek & John F. Kain, 2005. "Teachers, Schools, and Academic Achievement," Econometrica, Econometric Society, vol. 73(2), pages 417-458, 03.
  32. 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.
  33. 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.
  34. Debashish Bhattacherjee, 2005. "The Effects of Group Incentives in an Indian Firm: Evidence from Payroll Data," LABOUR, CEIS, vol. 19(1), pages 147-173, 03.
  35. 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.
  36. Alan B. Krueger, 1999. "Experimental Estimates of Education Production Functions," The Quarterly Journal of Economics, Oxford University Press, vol. 114(2), pages 497-532.
  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. 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.
  39. Daron Acemoglu, 2003. "Patterns of Skill Premia," Review of Economic Studies, Oxford University Press, vol. 70(2), pages 199-230.
  40. Edward P. Lazear, 1999. "Personnel Economics: Past Lessons and Future Directions," NBER Working Papers 6957, National Bureau of Economic Research, Inc.
  41. 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.
  42. Caroline Hoxby, 2000. "Would School Choice Change the Teaching Profession?," NBER Working Papers 7866, National Bureau of Economic Research, Inc.
  43. William E. Encinosa III & Martin Gaynor & James B. Rebitzer, 1997. "The Sociology of Groups and the Economics of Incentives: Theory and Evidence on Compensation Systems," NBER Working Papers 5953, National Bureau of Economic Research, Inc.
  44. 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.
  45. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2008. "A Retrospective Look at the U.S. Productivity Growth Resurgence," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 3-24, Winter.
  46. 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.
  47. 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 155-79, April.
  48. 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.
  49. 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.
  50. 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.
  51. Kim B. Clark, 1980. "Unionization and Productivity: Micro-Econometric Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 95(4), pages 613-639.
  52. repec:sae:ilrrev:v:43:y:1990:i:3:p:89-106 is not listed on IDEAS
  53. 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.
  54. Francisco Pérez-González, 2006. "Inherited Control and Firm Performance," American Economic Review, American Economic Association, vol. 96(5), pages 1559-1588, December.
  55. 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.
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