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Achievement Effects of Individual Performance Incentives in a Teacher Merit Pay Tournament

Author

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  • Margaret Brehm
  • Scott A. Imberman
  • Michael F. Lovenheim
Abstract
This paper estimates the effect of the individual incentives teachers face in a teacher-based value-added merit pay tournament on student achievement. We first build an illustrative model in which teachers use proximity to an award threshold to update their information about their own ability, which informs their expected marginal return to effort. The model predicts that those who are closer to an award cutoff in a given year will increase effort and thus will have higher achievement gains in the subsequent year. However, if value-added scores are too noisy, teachers will not respond. Using administrative teacher-student linked data, we test this prediction employing a method akin to the bunching estimator of Saez (2010). Specifically, we examine whether teachers who are proximal to a cutoff in one year exhibit excess gains in test score growth in the next year. Our results show consistent evidence that teachers do not respond to the incentives they face under this program. In line with our model, we argue that a likely reason for the lack of responsiveness is that the value-added measures used to determine awards were too noisy to provide informative feedback about one's ability. This highlights the importance of value-added precision in the design of incentive pay systems.

Suggested Citation

  • Margaret Brehm & Scott A. Imberman & Michael F. Lovenheim, 2015. "Achievement Effects of Individual Performance Incentives in a Teacher Merit Pay Tournament," NBER Working Papers 21598, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:21598
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    1. Steven G. Rivkin & Eric A. Hanushek & John F. Kain, 2005. "Teachers, Schools, and Academic Achievement," Econometrica, Econometric Society, vol. 73(2), pages 417-458, March.
    2. Tom Ahn & Jacob L. Vigdor, 2021. "When Incentives Matter Too Much: Explaining Significant Responses to Irrelevant Information," Journal of Human Capital, University of Chicago Press, vol. 15(4), pages 629-664.
    3. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    4. Petri Böckerman & Pekka Ilmakunnas, 2012. "The Job Satisfaction-Productivity Nexus: A Study Using Matched Survey and Register Data," ILR Review, Cornell University, ILR School, vol. 65(2), pages 244-262, April.
    5. Thomas J. Kane & Douglas O. Staiger, 2008. "Estimating Teacher Impacts on Student Achievement: An Experimental Evaluation," NBER Working Papers 14607, National Bureau of Economic Research, Inc.
    6. Canice Prendergast, 1999. "The Provision of Incentives in Firms," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 7-63, March.
    7. Bastani, Spencer & Selin, Håkan, 2014. "Bunching and non-bunching at kink points of the Swedish tax schedule," Journal of Public Economics, Elsevier, vol. 109(C), pages 36-49.
    8. Roland Fryer & Steven Levitt & John List & Sally Sadoff, 2012. "Enhancing the Efficacy of Teacher Incentives through Loss Aversion: A Field Experiment," Framed Field Experiments 00591, The Field Experiments Website.
    9. Cassandra M. Guarino & Mark D. Reckase & Jeffrey M. Woolrdige, 2014. "Can Value-Added Measures of Teacher Performance Be Trusted?," Education Finance and Policy, MIT Press, vol. 10(1), pages 117-156, November.
    10. Raj Chetty & John N. Friedman & Emmanuel Saez, 2013. "Using Differences in Knowledge across Neighborhoods to Uncover the Impacts of the EITC on Earnings," American Economic Review, American Economic Association, vol. 103(7), pages 2683-2721, December.
    11. Florian Ederer, 2010. "Feedback and Motivation in Dynamic Tournaments," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 19(3), pages 733-769, September.
    12. Steven Glazerman & Allison McKie & Nancy Carey & Dominic Harris, "undated". "Evaluation of the Teacher Advancement Program (TAP) in the Chicago Public Schools: Study Design Report," Mathematica Policy Research Reports c4b086efcd42433691ba264b8, Mathematica Policy Research.
    13. Scott A. Imberman & Michael F. Lovenheim, 2015. "Incentive Strength and Teacher Productivity: Evidence from a Group-Based Teacher Incentive Pay System," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 364-386, May.
    14. Victor Lavy, 2009. "Performance Pay and Teachers' Effort, Productivity, and Grading Ethics," American Economic Review, American Economic Association, vol. 99(5), pages 1979-2011, December.
    15. Sallee, James M. & Slemrod, Joel, 2012. "Car notches: Strategic automaker responses to fuel economy policy," Journal of Public Economics, Elsevier, vol. 96(11), pages 981-999.
    16. Stone, Dianna L. & Stone, Eugene F., 1985. "The effects of feedback consistency and feedback favorability on self-perceived task competence and perceived feedback accuracy," Organizational Behavior and Human Decision Processes, Elsevier, vol. 36(2), pages 167-185, October.
    17. Dale Ballou & William Sanders & Paul Wright, 2004. "Controlling for Student Background in Value-Added Assessment of Teachers," Journal of Educational and Behavioral Statistics, , vol. 29(1), pages 37-65, March.
    18. Reback, Randall, 2008. "Teaching to the rating: School accountability and the distribution of student achievement," Journal of Public Economics, Elsevier, vol. 92(5-6), pages 1394-1415, June.
    19. Melanie K. Jones & Richard J. Jones & Paul L. Latreille & Peter J. Sloane, 2009. "Training, Job Satisfaction, and Workplace Performance in Britain: Evidence from WERS 2004," LABOUR, CEIS, vol. 23(s1), pages 139-175, March.
    20. Victor Lavy, 2013. "Gender Differences in Market Competitiveness in a Real Workplace: Evidence from Performance‐based Pay Tournaments among Teachers," Economic Journal, Royal Economic Society, vol. 123(569), pages 540-573, June.
    21. Emmanuel Saez, 2010. "Do Taxpayers Bunch at Kink Points?," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 180-212, August.
    22. Podsakoff, Philip M. & Farh, Jiing-Lih, 1989. "Effects of feedback sign and credibility on goal setting and task performance," Organizational Behavior and Human Decision Processes, Elsevier, vol. 44(1), pages 45-67, August.
    23. Thomas S. Dee & James Wyckoff, 2015. "Incentives, Selection, and Teacher Performance: Evidence from IMPACT," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 34(2), pages 267-297, March.
    24. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers II: Teacher Value-Added and Student Outcomes in Adulthood," American Economic Review, American Economic Association, vol. 104(9), pages 2633-2679, September.
    25. Sarena F. Goodman & Lesley J. Turner, 2013. "The Design of Teacher Incentive Pay and Educational Outcomes: Evidence from the New York City Bonus Program," Journal of Labor Economics, University of Chicago Press, vol. 31(2), pages 409-420.
    26. Thomas S. Dee & Benjamin J. Keys, 2004. "Does merit pay reward good teachers? Evidence from a randomized experiment," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 23(3), pages 471-488.
    27. Ballou, Dale, 2001. "Pay for performance in public and private schools," Economics of Education Review, Elsevier, vol. 20(1), pages 51-61, February.
    28. Derek Neal & Diane Whitmore Schanzenbach, 2010. "Left Behind by Design: Proficiency Counts and Test-Based Accountability," The Review of Economics and Statistics, MIT Press, vol. 92(2), pages 263-283, May.
    29. Roland G. Fryer, 2013. "Teacher Incentives and Student Achievement: Evidence from New York City Public Schools," Journal of Labor Economics, University of Chicago Press, vol. 31(2), pages 373-407.
    30. repec:mpr:mprres:7391 is not listed on IDEAS
    31. Steven Glazerman & Allison Seifullah, "undated". "An Evaluation of the Chicago Teacher Advancement Program (Chicago TAP) After Four Years," Mathematica Policy Research Reports 0d1cb089f9ae47349715889e1, Mathematica Policy Research.
    32. Aaron J. Sojourner & Elton Mykerezi, 2014. "Teacher Pay Reform and Productivity: Panel Data Evidence from Adoptions of Q-Comp in Minnesota," Journal of Human Resources, University of Wisconsin Press, vol. 49(4), pages 945-981.
    33. Helen F. Ladd & Douglas L. Lauen, 2010. "Status versus growth: The distributional effects of school accountability policies," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 29(3), pages 426-450.
    34. Jones, Derek C & Kato, Takao, 1995. "The Productivity Effects of Employee Stock-Ownership Plans and Bonuses: Evidence from Japanese Panel Data," American Economic Review, American Economic Association, vol. 85(3), pages 391-414, June.
    35. Uri Gneezy & Muriel Niederle & Aldo Rustichini, 2003. "Performance in Competitive Environments: Gender Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1049-1074.
    36. Jonah E. Rockoff, 2004. "The Impact of Individual Teachers on Student Achievement: Evidence from Panel Data," American Economic Review, American Economic Association, vol. 94(2), pages 247-252, May.
    37. Cassandra M. Guarino & Michelle Maxfield & Mark D. Reckase & Paul N. Thompson & Jeffrey M. Wooldridge, 2015. "An Evaluation of Empirical Bayes’s Estimation of Value-Added Teacher Performance Measures," Journal of Educational and Behavioral Statistics, , vol. 40(2), pages 190-222, April.
    38. Neal, Derek, 2011. "The Design of Performance Pay in Education," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 495-550, Elsevier.
    39. Henrik Jacobsen Kleven & Martin B. Knudsen & Claus Thustrup Kreiner & Søren Pedersen & Emmanuel Saez, 2011. "Unwilling or Unable to Cheat? Evidence From a Tax Audit Experiment in Denmark," Econometrica, Econometric Society, vol. 79(3), pages 651-692, May.
    40. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    41. Henrik J. Kleven & Mazhar Waseem, 2013. "Using Notches to Uncover Optimization Frictions and Structural Elasticities: Theory and Evidence from Pakistan," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 669-723.
    42. Karthik Muralidharan & Venkatesh Sundararaman, 2011. "Teacher Performance Pay: Experimental Evidence from India," Journal of Political Economy, University of Chicago Press, vol. 119(1), pages 39-77.
    43. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 3, number 3, June.
    44. Derek Neal, 2011. "The Design of Performance Pay in Education," NBER Working Papers 16710, National Bureau of Economic Research, Inc.
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    Cited by:

    1. David J. Deming & David Figlio, 2016. "Accountability in US Education: Applying Lessons from K-12 Experience to Higher Education," Journal of Economic Perspectives, American Economic Association, vol. 30(3), pages 33-56, Summer.
    2. Julie Berry Cullen & Cory Koedel & Eric Parsons, 2021. "The Compositional Effect of Rigorous Teacher Evaluation on Workforce Quality," Education Finance and Policy, MIT Press, vol. 16(1), pages 7-41, Winter.
    3. Martins, Pedro S. & Ferreira, João R., 2024. "Effects of Individual Incentive Reforms in the Public Sector: The Case of Teachers," GLO Discussion Paper Series 1441, Global Labor Organization (GLO).
    4. Marx, Benjamin M., 2018. "Dynamic Bunching Estimation with Panel Data," MPRA Paper 88647, University Library of Munich, Germany.
    5. Gershenson, Seth, 2021. "Identifying and Producing Effective Teachers," IZA Discussion Papers 14096, Institute of Labor Economics (IZA).
    6. Fangzhou Hao & Jieran Ma & Linhuan Luo & Weijun Dang & Yiwei Xue, 2023. "Power distribution network inspection vision system based on bionic vision image processing," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 14(2), pages 568-577, April.
    7. Bjork, Christopher & Susanti, Dewi, 2023. "Can community participation leverage changes in teacher behavior? Evidence from remote areas of Indonesia," International Journal of Educational Development, Elsevier, vol. 102(C).

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    More about this item

    JEL classification:

    • H75 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Government: Health, Education, and Welfare
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J33 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Compensation Packages; Payment Methods
    • J38 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Public Policy

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