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Incentives, Selection, and Teacher Performance: Evidence from IMPACT

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  • Thomas Dee
  • James Wyckoff

Abstract

Teachers in the United States are compensated largely on the basis of fixed schedules that reward experience and credentials. However, there is a growing interest in whether performance-based incentives based on rigorous teacher evaluations can improve teacher retention and performance. The evidence available to date has been mixed at best. This study presents novel evidence on this topic based on IMPACT, the controversial teacher-evaluation system introduced in the District of Columbia Public Schools by then-Chancellor Michelle Rhee. IMPACT implemented uniquely high-powered incentives linked to multiple measures of teacher performance (i.e., several structured observational measures as well as test performance). We present regression-discontinuity (RD) estimates that compare the retention and performance outcomes among low-performing teachers whose ratings placed them near the threshold that implied a strong dismissal threat. We also compare outcomes among high-performing teachers whose rating placed them near a threshold that implied an unusually large financial incentive. Our RD results indicate that dismissal threats increased the voluntary attrition of low-performing teachers by 11 percentage points (i.e., more than 50 percent) and improved the performance of teachers who remained by 0.27 of a teacher-level standard deviation. We also find evidence that financial incentives further improved the performance of high-performing teachers (effect size = 0.24).

Suggested Citation

  • Thomas Dee & James Wyckoff, 2013. "Incentives, Selection, and Teacher Performance: Evidence from IMPACT," NBER Working Papers 19529, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:19529
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    1. David S. Lee & Thomas Lemieux, 2009. "Regression Discontinuity Designs In Economics," Working Papers 1118, Princeton University, Department of Economics, Industrial Relations Section..
    2. Camerer, Colin F & Hogarth, Robin M, 1999. "The Effects of Financial Incentives in Experiments: A Review and Capital-Labor-Production Framework," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 7-42, December.
    3. Jesse Rothstein, 2015. "Teacher Quality Policy When Supply Matters," American Economic Review, American Economic Association, vol. 105(1), pages 100-130, January.
    4. Clotfelter, Charles & Glennie, Elizabeth & Ladd, Helen & Vigdor, Jacob, 2008. "Would higher salaries keep teachers in high-poverty schools? Evidence from a policy intervention in North Carolina," Journal of Public Economics, Elsevier, vol. 92(5-6), pages 1352-1370, June.
    5. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2011. "The Long-Term Impacts of Teachers: Teacher Value-Added and Student Outcomes in Adulthood," NBER Working Papers 17699, National Bureau of Economic Research, Inc.
    6. 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.
    7. Eric S. Taylor & John H. Tyler, 2012. "The Effect of Evaluation on Teacher Performance," American Economic Review, American Economic Association, vol. 102(7), pages 3628-3651, December.
    8. Charles T. Clotfelter & Helen F. Ladd & Jacob L. Vigdor, 2006. "Teacher-Student Matching and the Assessment of Teacher Effectiveness," Journal of Human Resources, University of Wisconsin Press, vol. 41(4).
    9. Murnane, Richard J & Olsen, Randall J, 1989. "Will There Be Enough Teachers?," American Economic Review, American Economic Association, vol. 79(2), pages 242-246, May.
    10. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    11. repec:mpr:mprres:4761 is not listed on IDEAS
    12. Don Boyd & Hamp Lankford & Susanna Loeb & Matthew Ronfeldt & Jim Wyckoff, 2011. "The role of teacher quality in retention and hiring: Using applications to transfer to uncover preferences of teachers and schools," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 30(1), pages 88-110, December.
    13. P. Schochet & T. Cook & J. Deke & G. Imbens & J.R. Lockwood & J. Porter & J. Smith, "undated". "Standards for Regression Discontinuity Designs," Mathematica Policy Research Reports e5d6da12fbe441b88cb04013d, Mathematica Policy Research.
    14. Eric A. Hanushek & John F. Kain & Daniel M. O'Brien & Steven G. Rivkin, 2005. "The Market for Teacher Quality," NBER Working Papers 11154, National Bureau of Economic Research, Inc.
    15. Jesse Rothstein, 2015. "Teacher Quality Policy When Supply Matters," American Economic Review, American Economic Association, vol. 105(1), pages 100-130, January.
    16. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    17. Allison Atteberry & Susanna Loeb & James Wyckoff, 2013. "Do First Impressions Matter? Improvement in Early Career Teacher Effectiveness," NBER Working Papers 19096, National Bureau of Economic Research, Inc.
    18. 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.
    19. 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.
    20. 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.
    21. repec:mpr:mprres:6683 is not listed on IDEAS
    22. Daniel Aaronson & Lisa Barrow & William Sander, 2007. "Teachers and Student Achievement in the Chicago Public High Schools," Journal of Labor Economics, University of Chicago Press, vol. 25(1), pages 95-135.
    23. Steven Glazerman & Daniel Mayer & Paul Decker, 2006. "Alternative routes to teaching: The impacts of Teach for America on student achievement and other outcomes," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 25(1), pages 75-96.
    24. repec:mpr:mprres:7080 is not listed on IDEAS
    25. 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.
    26. repec:mpr:mprres:7391 is not listed on IDEAS
    27. repec:mpr:mprres:6811 is not listed on IDEAS
    28. Murnane, Richard J, 1984. "Selection and Survival in the Teacher Labor Market," The Review of Economics and Statistics, MIT Press, vol. 66(3), pages 513-518, August.
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    More about this item

    JEL classification:

    • I2 - Health, Education, and Welfare - - Education
    • J45 - Labor and Demographic Economics - - Particular Labor Markets - - - Public Sector Labor Markets

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