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When Does Money Stick in Education? Evidence from A Kinked Grant Rule

Author

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  • Antti Saastamoinen

    (Finnish Competition and Consumer Authority Helsinki, Finland)

  • Mika Kortelainen

    (VATT Institute for Economic Research and University of Turku Helsinki, Finland)

Abstract

We study the effects of intergovernmental grants on school spending within the Finnish system of high school education funding. Using a kinked grant rule, the system allocates lump-sum intergovernmental grants to local high school education providers. Utilizing the quasi-experimental variation in grants given by the rule, we identify the effects of the grants on municipal high school education expenditures. Our results indicate that the grants stimulate spending, while local tax rates or revenues do not seem to be responsive to the grants, suggesting the presence of a typical flypaper effect. However, we also consider the possibility that the grant responses might be heterogeneous among municipalities. Based on our heterogeneity results, the grant response is positively associated with the share of the high school age population, and a higher share of elderly persons is related to a lower propensity to spend on education out of grant funding. This result is in line with the idea of intergenerational conflict in education spending preferences presented in education finance literature.

Suggested Citation

  • Antti Saastamoinen & Mika Kortelainen, 2020. "When Does Money Stick in Education? Evidence from A Kinked Grant Rule," Education Finance and Policy, MIT Press, vol. 15(4), pages 708-735, Fall.
  • Handle: RePEc:tpr:edfpol:v:15:y:2020:i:4:p:708-735
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    1. Petri Böckerman & Ohto Kanninen & Ilpo Suoniemi, 2018. "A kink that makes you sick: The effect of sick pay on absence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(4), pages 568-579, June.
    2. Gordon, Nora, 2004. "Do federal grants boost school spending? Evidence from Title I," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1771-1792, August.
    3. Cattaneo, M. Alejandra & Wolter, Stefan C., 2009. "Are the elderly a threat to educational expenditures?," European Journal of Political Economy, Elsevier, vol. 25(2), pages 225-236, June.
    4. Elena Gennari & Giovanna Messina, 2014. "How sticky are local expenditures in Italy? Assessing the relevance of the flypaper effect through municipal data," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 21(2), pages 324-344, April.
    5. David Card & Andrew Johnston & Pauline Leung & Alexandre Mas & Zhuan Pei, 2015. "The Effect of Unemployment Benefits on the Duration of Unemployment Insurance Receipt: New Evidence from a Regression Kink Design in Missouri, 2003-2013," American Economic Review, American Economic Association, vol. 105(5), pages 126-130, May.
    6. Singhal, Monica, 2008. "Special interest groups and the allocation of public funds," Journal of Public Economics, Elsevier, vol. 92(3-4), pages 548-564, April.
    7. Heléne Lundqvist, 2015. "Granting public or private consumption? Effects of grants on local public spending and income taxes," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 22(1), pages 41-72, February.
    8. Michihito Ando, 2017. "How much should we trust regression-kink-design estimates?," Empirical Economics, Springer, vol. 53(3), pages 1287-1322, November.
    9. Baicker, Katherine & Gordon, Nora, 2006. "The effect of state education finance reform on total local resources," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1519-1535, September.
    10. Johannes Becker & Clemens Fuest, 2011. "Optimal tax policy when firms are internationally mobile," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 18(5), pages 580-604, October.
    11. Heléne Lundqvist & Matz Dahlberg & Eva Mörk, 2014. "Stimulating Local Public Employment: Do General Grants Work?," American Economic Journal: Economic Policy, American Economic Association, vol. 6(1), pages 167-192, February.
    12. David Card & David S. Lee & Zhuan Pei & Andrea Weber, 2017. "Regression Kink Design: Theory and Practice," Advances in Econometrics, in: Regression Discontinuity Designs, volume 38, pages 341-382, Emerald Group Publishing Limited.
    13. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/GMM estimation and testing," CERT Discussion Papers 0706, Centre for Economic Reform and Transformation, Heriot Watt University.
    14. Fisher, Ronald C. & Papke, Leslie E., 2000. "Local Government Responses to Education Grants," National Tax Journal, National Tax Association;National Tax Journal, vol. 53(1), pages 153-168, March.
    15. Bev Dahlby & Ergete Ferede, 2016. "The stimulative effects of intergovernmental grants and the marginal cost of public funds," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 23(1), pages 114-139, February.
    16. Carlos A. Vegh y Guillermo Vuletin, 2016. "Unsticking the flypaper effect using distortionary taxation," Económica, Departamento de Economía, Facultad de Ciencias Económicas, Universidad Nacional de La Plata, vol. 62, pages 185-237, January-D.
    17. Petri Bockerman & Ohto Kanninen & Ilpo Suoniemi, 2014. "A Kink that Makes you Sick: the Effect of Sick Pay on Absence in a Social Insurance System," Discussion Papers 97, Aboa Centre for Economics.
    18. Geys, Benny & Heinemann, Friedrich & Kalb, Alexander, 2010. "Voter involvement, fiscal autonomy and public sector efficiency: Evidence from German municipalities," European Journal of Political Economy, Elsevier, vol. 26(2), pages 265-278, June.
    19. Richard H. Thaler, 2008. "Mental Accounting and Consumer Choice," Marketing Science, INFORMS, vol. 27(1), pages 15-25, 01-02.
    20. A. Abigail Payne, 2009. "Does Government Funding Change Behavior? An Empirical Analysis of Crowd-Out," NBER Chapters, in: Tax Policy and the Economy, Volume 23, pages 159-184, National Bureau of Economic Research, Inc.
    21. Poterba, James M, 1998. "Demographic Change, Intergenerational Linkages, and Public Education," American Economic Review, American Economic Association, vol. 88(2), pages 315-320, May.
    22. Luiz Mello & Simone Schotte & Erwin R. Tiongson & Hernan Winkler, 2017. "Greying the Budget: Ageing and Preferences over Public Policies," Kyklos, Wiley Blackwell, vol. 70(1), pages 70-96, February.
    23. Strumpf, Koleman S., 1998. "A predictive index for the flypaper effect," Journal of Public Economics, Elsevier, vol. 69(3), pages 389-412, September.
    24. Hyytinen, Ari & Merilã„Inen, Jaakko & Saarimaa, Tuukka & Toivanen, Otto & Tukiainen, Janne, 2018. "Public Employees as Politicians: Evidence from Close Elections," American Political Science Review, Cambridge University Press, vol. 112(1), pages 68-81, February.
    25. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/generalized method of moments estimation and testing," Stata Journal, StataCorp LP, vol. 7(4), pages 465-506, December.
    26. Fisher, Ronald C., 1982. "Income and grant effects on local expenditure: The flypaper effect and other difficulties," Journal of Urban Economics, Elsevier, vol. 12(3), pages 324-345, November.
    27. 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.
    28. Figlio, David N. & Fletcher, Deborah, 2012. "Suburbanization, demographic change and the consequences for school finance," Journal of Public Economics, Elsevier, vol. 96(11), pages 1144-1153.
    29. Caroline M. Hoxby, 2001. "All School Finance Equalizations are Not Created Equal," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1189-1231.
    30. Peter Egger & Marko Koethenbuerger, 2010. "Government Spending and Legislative Organization: Quasi-experimental Evidence from Germany," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 200-212, October.
    31. Brunner, Eric & Balsdon, Ed, 2004. "Intergenerational conflict and the political economy of school spending," Journal of Urban Economics, Elsevier, vol. 56(2), pages 369-388, September.
    32. David Card & David S. Lee & Zhuan Pei & Andrea Weber, 2015. "Inference on Causal Effects in a Generalized Regression Kink Design," Econometrica, Econometric Society, vol. 83, pages 2453-2483, November.
    33. Deborah Fletcher & Lawrence W. Kenny, 2008. "The Influence of the Elderly on School Spending in a Median Voter Framework," Education Finance and Policy, MIT Press, vol. 3(3), pages 283-315, July.
    34. Fisher, Ronald C. & Papke, Leslie E., 2000. "Local Government Responses to Education Grants," National Tax Journal, National Tax Association, vol. 53(n. 1), pages 153-68, March.
    35. Camille Landais, 2015. "Assessing the Welfare Effects of Unemployment Benefits Using the Regression Kink Design," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 243-278, November.
    36. Tomi Kyyrä & Hanna Pesola, 2020. "The Effects of UI Benefits on Unemployment and Subsequent Outcomes: Evidence from a Kinked Benefit Rule," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(5), pages 1135-1160, October.
    37. James M. Poterba, 1997. "Demographic structure and the political economy of public education," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 16(1), pages 48-66.
    38. Hakkinen, Iida & Kirjavainen, Tanja & Uusitalo, Roope, 2003. "School resources and student achievement revisited: new evidence from panel data," Economics of Education Review, Elsevier, vol. 22(3), pages 329-335, June.
    39. Jonathan Guryan, 2001. "Does Money Matter? Regression-Discontinuity Estimates from Education Finance Reform in Massachusetts," NBER Working Papers 8269, National Bureau of Economic Research, Inc.
    40. Byron Lutz, 2010. "Taxation with Representation: Intergovernmental Grants in a Plebiscite Democracy," The Review of Economics and Statistics, MIT Press, vol. 92(2), pages 316-332, May.
    41. Lars-Erik Borge & Torberg Falch & Per Tovmo, 2008. "Public sector efficiency: the roles of political and budgetary institutions, fiscal capacity, and democratic participation," Public Choice, Springer, vol. 136(3), pages 475-495, September.
    42. Helena Skyt Nielsen & Torben Sørensen & Christopher Taber, 2010. "Estimating the Effect of Student Aid on College Enrollment: Evidence from a Government Grant Policy Reform," NBER Chapters, in: Income Taxation, Trans-Atlantic Public Economics Seminar (TAPES), pages 185-215, National Bureau of Economic Research, Inc.
    43. Robin Boadway & Anwar Shah, 2007. "Intergovernmental Fiscal Transfers : Principles and Practice," World Bank Publications - Books, The World Bank Group, number 7171, December.
    44. Randall Reback, 2015. "Buying Their Votes? A Study Of Local Tax-Price Discrimination," Economic Inquiry, Western Economic Association International, vol. 53(3), pages 1451-1469, July.
    45. Ahlin, Åsa & Mörk, Eva, 2008. "Effects of decentralization on school resources," Economics of Education Review, Elsevier, vol. 27(3), pages 276-284, June.
    46. Brunner, Eric J. & Johnson, Erik B., 2016. "Intergenerational conflict and the political economy of higher education funding," Journal of Urban Economics, Elsevier, vol. 91(C), pages 73-87.
    47. Melo, Ligia, 2002. "The Flypaper Effect under Different Institutional Contexts: The Colombian Case," Public Choice, Springer, vol. 111(3-4), pages 317-345, June.
    48. Paul S. Martin, 2003. "Voting's Rewards: Voter Turnout, Attentive Publics, and Congressional Allocation of Federal Money," American Journal of Political Science, John Wiley & Sons, vol. 47(1), pages 110-127, January.
    49. Elizabeth U. Cascio & Nora Gordon & Sarah Reber, 2013. "Local Responses to Federal Grants: Evidence from the Introduction of Title I in the South," American Economic Journal: Economic Policy, American Economic Association, vol. 5(3), pages 126-159, August.
    50. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    51. Oulasvirta, Lasse, 1997. "Real and Perceived Effects of Changing the Grant System from Specific to General Grants," Public Choice, Springer, vol. 91(3-4), pages 397-416, June.
    52. Enlinson Mattos & Ricardo Politi & Afonso Yamaguchi, 2018. "Grants and dispersion of local education spending in Brazil," Regional Studies, Taylor & Francis Journals, vol. 52(2), pages 239-249, February.
    53. Moisio, Antti, 2002. "Essays on Finnish Municipal Finance and Intergovernmental Grants," Research Reports 93, VATT Institute for Economic Research.
    54. Worthington, Andrew C & Dollery, Brian E, 1999. "Fiscal Illusion and the Australian Local Government Grants Process: How Sticky Is the Flypaper Effect?," Public Choice, Springer, vol. 99(1-2), pages 1-13, April.
    55. Thushyanthan Baskaran, 2016. "Intergovernmental Transfers, Local Fiscal Policy, and the Flypaper Effect: Evidence from a German State," FinanzArchiv: Public Finance Analysis, Mohr Siebeck, Tübingen, vol. 72(1), pages 1-40, March.
    56. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Roc ́ıo Titiunik, 2017. "rdrobust: Software for regression-discontinuity designs," Stata Journal, StataCorp LP, vol. 17(2), pages 372-404, June.
    57. Ergete Ferede & Shahidul Islam, 2016. "Block Grants and Education Expenditure," Public Finance Review, , vol. 44(5), pages 635-659, September.
    58. Becker, Elizabeth, 1996. "The Illusion of Fiscal Illusion: Unsticking the Flypaper Effect," Public Choice, Springer, vol. 86(1-2), pages 85-102, January.
    59. Robert P. Inman, 2008. "The Flypaper Effect," NBER Working Papers 14579, National Bureau of Economic Research, Inc.
    60. Rockoff, Jonah E., 2010. "Local response to fiscal incentives in heterogeneous communities," Journal of Urban Economics, Elsevier, vol. 68(2), pages 138-147, September.
    61. Neumann, Rebecca & Holman, Jill & Alm, James, 2009. "Globalization and tax policy," The North American Journal of Economics and Finance, Elsevier, vol. 20(2), pages 193-211, August.
    62. James R. Hines & Richard H. Thaler, 1995. "The Flypaper Effect," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 217-226, Fall.
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    JEL classification:

    • I22 - Health, Education, and Welfare - - Education - - - Educational Finance; Financial Aid
    • H75 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Government: Health, Education, and Welfare
    • H73 - Public Economics - - State and Local Government; Intergovernmental Relations - - - Interjurisdictional Differentials and Their Effects

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