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Beyond Incentives: Do Schools use Accountability Rewards Productively?

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  • Marigee Bacolod
  • John DiNardo
  • Mireille Jacobson

Abstract

"Accountability mandates" -- the explicit linking of school funding, resources, and autonomy to student performance on standardized exams -- have proliferated in the last 10 years. In this paper, we examine California's accountability system, which for several years financially rewarded schools based on a deterministic function of test scores. The sharp discontinuity in the assignment rule -- schools that barely missed their target received no funding -- generates "as good as random" assignment of awards for schools near their eligibility threshold and enables us to estimate the (local average) treatment effect of California's financial award program. This design allows us to explore an understudied aspect of accountability systems -- how schools use their financial rewards. Our findings indicate that California's accountability system significantly increased resources allocated to some schools. In the 2000 school year, the average value of the award was about 60 dollars per student and 50 dollars in 2001. Moreover, we find that the total resources flowing to districts with schools that received awards increased more than dollar for dollar. This resource shift was greatest for districts with schools that qualified for awards in the 2000 school year,the first year of the program, increasing total per pupil revenues by roughly 5 percent. Despite the increase in revenues, we find no evidence that these resources increased student achievement. Schools that won awards did not purchase more instructional material, such as computers, which may be inputs into achievement. Although the awards were likely paid out as teacher bonuses, we cannot detect any effect of these bonuses on test scores or other measures of achievement. More worrisome, we also find a practical effect of assigning the award based in part on the performance of "numerically significant subgroups" within a school was to reduce the relative resources of schools attended by traditionally disadvantaged students.

Suggested Citation

  • Marigee Bacolod & John DiNardo & Mireille Jacobson, 2009. "Beyond Incentives: Do Schools use Accountability Rewards Productively?," NBER Working Papers 14775, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:14775
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    References listed on IDEAS

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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. 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.
    3. Baicker, Katherine & Jacobson, Mireille, 2007. "Finders keepers: Forfeiture laws, policing incentives, and local budgets," Journal of Public Economics, Elsevier, vol. 91(11-12), pages 2113-2136, December.
    4. Kenneth Y. Chay & Patrick J. McEwan & Miguel Urquiola, 2005. "The Central Role of Noise in Evaluating Interventions That Use Test Scores to Rank Schools," American Economic Review, American Economic Association, vol. 95(4), pages 1237-1258, September.
    5. Cecilia Elena Rouse & Jane Hannaway & Dan Goldhaber & David Figlio, 2013. "Feeling the Florida Heat? How Low-Performing Schools Respond to Voucher and Accountability Pressure," American Economic Journal: Economic Policy, American Economic Association, vol. 5(2), pages 251-281, May.
    6. Marigee Bacolod & John DiNardo & Mireille Jacobson, 2012. "Beyond Incentives: Do Schools Use Accountability Rewards Productively?," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 149-163.
    7. Cecilia Elena Rouse & Jane Hannaway & Dan Goldhaber & David Figlio, 2013. "Feeling the Florida Heat? How Low-Performing Schools Respond to Voucher and Accountability Pressure," American Economic Journal: Economic Policy, American Economic Association, vol. 5(2), pages 251-281, May.
    8. repec:pri:edures:24ers.pdf is not listed on IDEAS
    9. repec:mpr:mprres:4987 is not listed on IDEAS
    10. repec:pri:cepsud:156rouse is not listed on IDEAS
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    Cited by:

    1. Camargo, Braz & Camelo, Rafael & Firpo, Sergio & Ponczek, Vladimir, 2014. "Information, Market Incentives, and Student Performance," IZA Discussion Papers 7941, Institute of Labor Economics (IZA).
    2. Susanna Loeb & Patrick J. McEwan, 2010. "Education Reforms," NBER Chapters, in: Targeting Investments in Children: Fighting Poverty When Resources Are Limited, pages 145-178, National Bureau of Economic Research, Inc.
    3. Pierre Koning & Karen Wiel, 2012. "School Responsiveness to Quality Rankings: An Empirical Analysis of Secondary Education in the Netherlands," De Economist, Springer, vol. 160(4), pages 339-355, December.
    4. Marigee Bacolod & John DiNardo & Mireille Jacobson, 2012. "Beyond Incentives: Do Schools Use Accountability Rewards Productively?," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 149-163.
    5. Rebecca Allen & Simon Burgess & Leigh McKenna, 2010. "How should we treat under-performing schools? A regression discontinuity analysis of school inspections in England," DoQSS Working Papers 10-20, Quantitative Social Science - UCL Social Research Institute, University College London.
    6. Ginger Zhe Jin & Alex Whalley, 2007. "The Power of Attention: Do Rankings Affect the Financial Resources of Public Colleges?," NBER Working Papers 12941, National Bureau of Economic Research, Inc.
    7. Holbein, John B. & Ladd, Helen F., 2017. "Accountability pressure: Regression discontinuity estimates of how No Child Left Behind influenced student behavior," Economics of Education Review, Elsevier, vol. 58(C), pages 55-67.
    8. Craig, Steven G. & Imberman, Scott A. & Perdue, Adam, 2013. "Does it pay to get an A? School resource allocations in response to accountability ratings," Journal of Urban Economics, Elsevier, vol. 73(1), pages 30-42.
    9. Craig, Steven G. & Imberman, Scott A. & Perdue, Adam, 2013. "Does it pay to get an A? School resource allocations in response to accountability ratings," Journal of Urban Economics, Elsevier, vol. 73(1), pages 30-42.
    10. Chakrabarti, Rajashri, 2014. "Incentives and responses under No Child Left Behind: Credible threats and the role of competition," Journal of Public Economics, Elsevier, vol. 110(C), pages 124-146.
    11. Craig, Steven G. & Imberman, Scott A. & Perdue, Adam, 2015. "Do administrators respond to their accountability ratings? The response of school budgets to accountability grades," Economics of Education Review, Elsevier, vol. 49(C), pages 55-68.
    12. Seunghoon Han & Hosung Sohn, 2020. "Impact of the Simultaneous Use of the Stigmatization and Categorical School Funding Policy on the Test and Post-Secondary Outcomes of Lower-Achieving Students," Korean Economic Review, Korean Economic Association, vol. 36, pages 319-352.

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    More about this item

    JEL classification:

    • H0 - Public Economics - - General
    • I0 - Health, Education, and Welfare - - General
    • I2 - Health, Education, and Welfare - - Education
    • J0 - Labor and Demographic Economics - - General
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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