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An Empirical Framework for Large-Scale Policy Analysis, with an Application to School Finance Reform in Michigan

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  • Maria Marta Ferreyra

Abstract

In this paper, I develop an empirical framework for the analysis of large-scale policies, and apply it to study the effects of school finance reform on the Detroit metropolitan area. Exploiting school finance reform in Michigan in 1994, I estimate a general equilibrium model of multiple jurisdictions with 1990 data from Detroit, predict the 2000 equilibrium, and compare this prediction with 2000 data to validate the model. I conduct counterfactual simulations using the estimates. According to my analysis, feasible revenue-based reforms that ensure spending equity or adequacy have little impact on school quality or household demographics in Detroit. (JEL H75, I22)

Suggested Citation

  • Maria Marta Ferreyra, 2009. "An Empirical Framework for Large-Scale Policy Analysis, with an Application to School Finance Reform in Michigan," American Economic Journal: Economic Policy, American Economic Association, vol. 1(1), pages 147-180, February.
  • Handle: RePEc:aea:aejpol:v:1:y:2009:i:1:p:147-80
    Note: DOI: 10.1257/pol.1.1.147
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    1. Calabrese, Stephen & Epple, Dennis & Romer, Thomas & Sieg, Holger, 2006. "Local public good provision: Voting, peer effects, and mobility," Journal of Public Economics, Elsevier, vol. 90(6-7), pages 959-981, August.
    2. Maria Marta Ferreyra, 2007. "Estimating the Effects of Private School Vouchers in Multidistrict Economies," American Economic Review, American Economic Association, vol. 97(3), pages 789-817, June.
    3. Raquel Fernandez & Richard Rogerson, 2003. "Equity and Resources: An Analysis of Education Finance Systems," Journal of Political Economy, University of Chicago Press, vol. 111(4), pages 858-897, August.
    4. David A. Wise, 1994. "Studies in the Economics of Aging," NBER Books, National Bureau of Economic Research, Inc, number wise94-1, March.
    5. Card, David & Payne, A. Abigail, 2002. "School finance reform, the distribution of school spending, and the distribution of student test scores," Journal of Public Economics, Elsevier, vol. 83(1), pages 49-82, January.
    6. 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.
    7. Kenneth I. Wolpin & Petra E. Todd, 2006. "Assessing the Impact of a School Subsidy Program in Mexico: Using a Social Experiment to Validate a Dynamic Behavioral Model of Child Schooling and Fertility," American Economic Review, American Economic Association, vol. 96(5), pages 1384-1417, December.
    8. Jeffrey Smith & Jeremy Lise & Shannon N. Seitz, 2003. "Equilibrium Policy Experiments And The Evaluation Of Social Programs," Working Paper 1012, Economics Department, Queen's University.
    9. Dee, Thomas S, 2000. "The Capitalization of Education Finance Reforms," Journal of Law and Economics, University of Chicago Press, vol. 43(1), pages 185-214, April.
    10. Petra E. Todd & Kenneth I. Wolpin, 2007. "The Production of Cognitive Achievement in Children: Home, School, and Racial Test Score Gaps," Journal of Human Capital, University of Chicago Press, vol. 1(1), pages 91-136.
    11. Thomas J. Nechyba, 1999. "School Finance Induced Migration and Stratification Patterns: The Impact of Private School Vouchers," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 1(1), pages 5-50, January.
    12. Daniel M. Koretz, 2002. "Limitations in the Use of Achievement Tests as Measures of Educators' Productivity," Journal of Human Resources, University of Wisconsin Press, vol. 37(4), pages 752-777.
    13. Downes, Thomas A., 1992. "Evaluating the Impact of School Finance Reform on the Provision of Public Education: The California Case," National Tax Journal, National Tax Association;National Tax Journal, vol. 45(4), pages 405-419, December.
    14. Thomas J. Kane & Douglas O. Staiger, 2002. "The Promise and Pitfalls of Using Imprecise School Accountability Measures," Journal of Economic Perspectives, American Economic Association, vol. 16(4), pages 91-114, Fall.
    15. Patrick Bayer & Robert McMillan & Kim Rueben, 2004. "An Equilibrium Model of Sorting in an Urban Housing Market," NBER Working Papers 10865, National Bureau of Economic Research, Inc.
    16. Holger Sieg & V. Kerry Smith & H. Spencer Banzhaf & Randy Walsh, 2004. "Estimating The General Equilibrium Benefits Of Large Changes In Spatially Delineated Public Goods," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(4), pages 1047-1077, November.
    17. Duncombe, William & Yinger, John, 1998. "School Finance Reform: Aid Formulas and Equity Objectives," National Tax Journal, National Tax Association, vol. 51(n. 2), pages 239-62, June.
    18. John Yinger (ed.), 2004. "Helping Children Left Behind: State Aid and the Pursuit of Educational Equity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262240467, December.
    19. Epple, Dennis & Ferreyra, Maria Marta, 2008. "School finance reform: Assessing general equilibrium effects," Journal of Public Economics, Elsevier, vol. 92(5-6), pages 1326-1351, June.
    20. Joydeep Roy, 2011. "Impact of School Finance Reform on Resource Equalization and Academic Performance: Evidence from Michigan," Education Finance and Policy, MIT Press, vol. 6(2), pages 137-167, April.
    21. Joydeep Roy, 2004. "Effect of a School Finance Reform on Housing Stock and Residential Segregation: Evidence from Proposal A in Michigan," Public Economics 0412004, University Library of Munich, Germany.
    22. Papke, Leslie E., 2005. "The effects of spending on test pass rates: evidence from Michigan," Journal of Public Economics, Elsevier, vol. 89(5-6), pages 821-839, June.
    23. Michael P. Keane & Kenneth I. Wolpin, 2007. "Exploring The Usefulness Of A Nonrandom Holdout Sample For Model Validation: Welfare Effects On Female Behavior," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 48(4), pages 1351-1378, November.
    24. repec:pri:cepsud:156rouse is not listed on IDEAS
    25. Duncombe, William & Yinger, John, 1998. "School Finance Reform: Aid Formulas and Equity Objectives," National Tax Journal, National Tax Association;National Tax Journal, vol. 51(2), pages 239-262, June.
    26. Hanley Chiang, "undated". "How Accountability Pressure on Failing Schools Affects Student Achievement," Mathematica Policy Research Reports c58a3b537e324447b94a2bd41, Mathematica Policy Research.
    27. Jacob, Brian A., 2005. "Accountability, incentives and behavior: the impact of high-stakes testing in the Chicago Public Schools," Journal of Public Economics, Elsevier, vol. 89(5-6), pages 761-796, June.
    28. Downes, Thomas A., 1992. "Evaluating the Impact of School Finance Reform on the Provision of Public Education: The California Case," National Tax Journal, National Tax Association, vol. 45(4), pages 405-19, December.
    29. Loeb, Susanna, 2001. "Estimating the effects of school finance reform: a framework for a federalist system," Journal of Public Economics, Elsevier, vol. 80(2), pages 225-247, May.
    30. Stiglitz, J. E., 1974. "The demand for education in public and private school systems," Journal of Public Economics, Elsevier, vol. 3(4), pages 349-385, November.
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    Citations

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    Cited by:

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    2. H. Allen Klaiber & V. Kerry Smith, 2013. "Developing general equilibrium benefit analyses for social programs: an introduction and example," Chapters, in: Scott O. Farrow & Richard Zerbe, Jr. (ed.), Principles and Standards for Benefit–Cost Analysis, chapter 6, pages 194-246, Edward Elgar Publishing.
    3. Johnson, Erik & Walsh, Randall, 2013. "The effect of property taxes on vacation home growth rates: Evidence from Michigan," Regional Science and Urban Economics, Elsevier, vol. 43(5), pages 740-750.
    4. Tomoaki Kotera & Ananth Seshadri, 2017. "Educational Policy and Intergenerational Policy," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 25, pages 187-207, April.
    5. Rosenthal, Stuart S. & Ross, Stephen L., 2015. "Change and Persistence in the Economic Status of Neighborhoods and Cities," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 1047-1120, Elsevier.
    6. Jeffrey P. Cohen & Cletus C. Coughlin & Jonas C. Crews & Stephen L. Ross, 2020. "The Closing of a Major Airport: Immediate and Longer-Term Housing Market Effects," Working Papers 2020-001, Federal Reserve Bank of St. Louis, revised 19 Jan 2021.
    7. Debra Hevenstone & Ben Jann, 2016. "Fiscal Federalism and Tax Equalization: The potential for progressive local taxes," University of Bern Social Sciences Working Papers 19, University of Bern, Department of Social Sciences.
    8. Chakrabarti, Rajashri & Roy, Joydeep, 2015. "Housing markets and residential segregation: Impacts of the Michigan school finance reform on inter- and intra-district sorting," Journal of Public Economics, Elsevier, vol. 122(C), pages 110-132.
    9. Constant Tra, 2009. "Title: A Discrete Choice Equilibrium Approach to Valuing Large Environmental Changes," Working Papers 0922, University of Nevada, Las Vegas , Department of Economics.
    10. Il Hwan Chung & William Duncombe & John Yinger, 2018. "The Impact of State Aid Reform on Property Values: A Case Study of Maryland's Bridge to Excellence in Public Schools Act," Education Finance and Policy, MIT Press, vol. 13(3), pages 369-394, Summer.
    11. Rajashri Chakrabarti & Joydeep Roy, 2017. "Effect of constraints on Tiebout competition: evidence from a school finance reform," Regional Studies, Taylor & Francis Journals, vol. 51(5), pages 765-785, May.
    12. Chakrabarti, Rajashri & Roy, Joydeep, 2016. "Do charter schools crowd out private school enrollment? Evidence from Michigan," Journal of Urban Economics, Elsevier, vol. 91(C), pages 88-103.
    13. Ana Figueiredo, 2018. "Information Frictions in Education and Inequality," 2018 Meeting Papers 804, Society for Economic Dynamics.
    14. Tra, Constant I., 2010. "A discrete choice equilibrium approach to valuing large environmental changes," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 183-196, February.
    15. Nicolai V. Kuminoff & V. Kerry Smith & Christopher Timmins, 2010. "The New Economics of Equilibrium Sorting and its Transformational Role for Policy Evaluation," NBER Working Papers 16349, National Bureau of Economic Research, Inc.

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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
    • I22 - Health, Education, and Welfare - - Education - - - Educational Finance; Financial Aid

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    1. An Empirical Framework for Large-Scale Policy Analysis, with an Application to School Finance Reform in Michigan (American Economic Journal: Economic Policy 2009) in ReplicationWiki

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