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Does additional spending help urban schools? An evaluation using boundary discontinuities

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  • Gibbons, Stephen
  • McNally, Sandra
  • Viarengo, Martina

Abstract

This study exploits spatial anomalies in school funding policy in England to provide new evidence on the impact of resources on student achievement in urban areas. Anomalies arise because the funding allocated to Local Education Authorities (LEA) depends, through a funding formula, on the ‘additional educational needs’ of its population and prices in the district. However, the money each school receives from its LEA is not necessarily related to the school’s own specific local conditions and constraints. This implies that neighbouring schools with similar intakes, operating in the same labour market, facing similar prices, but in different LEAs, can receive very different incomes. We find that these funding disparities give rise to sizeable differences in pupil attainment in national tests at the end of primary school, showing that school resources have an important role to play in improving educational attainment, especially for lower socio-economic groups. The design is geographical boundary discontinuity design which compares neighbouring schools, matched on a proxy for additional educational needs of its students (free school meal entitlement – FSM), in adjacent districts. The key identification requirement is one of conditional ignorability of the level of LEA grant, where conditioning is on geographical location of schools and their proportion of FSM children.

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  • Gibbons, Stephen & McNally, Sandra & Viarengo, Martina, 2018. "Does additional spending help urban schools? An evaluation using boundary discontinuities," LSE Research Online Documents on Economics 84213, London School of Economics and Political Science, LSE Library.
  • Handle: RePEc:ehl:lserod:84213
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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. Roy Roy, 2004. "Impact of School Finance Reform on Resource Equalization and Academic Performance: Evidence from Michigan," Working Papers 8, Princeton University, School of Public and International Affairs, Education Research Section..
    3. Sandra E. Black, 1999. "Do Better Schools Matter? Parental Valuation of Elementary Education," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 577-599.
    4. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    5. Jo Blanden, 2009. "How Much Can We Learn from International Comparisons of Intergenerational Mobility?," CEE Discussion Papers 0111, Centre for the Economics of Education, LSE.
    6. Raj Chetty & John N. Friedman & Nathaniel Hilger & Emmanuel Saez & Diane Whitmore Schanzenbach & Danny Yagan, 2011. "How Does Your Kindergarten Classroom Affect Your Earnings? Evidence from Project Star," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1593-1660.
    7. Gilles Duranton & Laurent Gobillon & Henry G. Overman, 2011. "Assessing the Effects of Local Taxation using Microgeographic Data," Economic Journal, Royal Economic Society, vol. 121(555), pages 1017-1046, September.
    8. Fack, Gabrielle & Grenet, Julien, 2010. "When do better schools raise housing prices? Evidence from Paris public and private schools," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 59-77, February.
    9. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, August.
    10. Cushing, Brian J., 1984. "Capitalization of interjurisdictional fiscal differentials: An alternative approach," Journal of Urban Economics, Elsevier, vol. 15(3), pages 317-326, May.
    11. Richard B. Freeman & Martina Viarengo, 2014. "School and family effects on educational outcomes across countries [Teaching practices and social capital]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 29(79), pages 395-446.
    12. 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.
    13. West, Anne, 2009. "Redistribution and financing schools in England under Labour: are resources going where needs are greatest?," LSE Research Online Documents on Economics 23893, London School of Economics and Political Science, LSE Library.
    14. Alan Krueger & Diane Whitmore, 1999. "The Effect of Attending a Small Class in the Early Grades on College-Test Taking and Middle School Test Results: Evidence from Project STAR," Working Papers 806, Princeton University, Department of Economics, Industrial Relations Section..
    15. Krueger, Alan B & Whitmore, Diane M, 2001. "The Effect of Attending a Small Class in the Early Grades on College-Test Taking and Middle School Test Results: Evidence from Project STAR," Economic Journal, Royal Economic Society, vol. 111(468), pages 1-28, January.
    16. Alan B. Krueger, 1999. "Experimental Estimates of Education Production Functions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 497-532.
    17. Gabriela Schütz & Heinrich W. Ursprung & Ludger Wößmann, 2008. "Education Policy and Equality of Opportunity," Kyklos, Wiley Blackwell, vol. 61(2), pages 279-308, May.
    18. Holmlund, Helena & McNally, Sandra & Viarengo, Martina, 2010. "Does money matter for schools?," Economics of Education Review, Elsevier, vol. 29(6), pages 1154-1164, December.
    19. Stephen Machin & Sandra McNally & Costas Meghir, 2010. "Resources and Standards in Urban Schools," Journal of Human Capital, University of Chicago Press, vol. 4(4), pages 365-393.
    20. 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.
    21. Joshua D. Angrist & Victor Lavy, 1999. "Using Maimonides' Rule to Estimate the Effect of Class Size on Scholastic Achievement," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 533-575.
    22. C. Kirabo Jackson & Rucker C. Johnson & Claudia Persico, 2016. "The Effects of School Spending on Educational and Economic Outcomes: Evidence from School Finance Reforms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(1), pages 157-218.
    23. Cho, Hyunkuk & Glewwe, Paul & Whitler, Melissa, 2012. "Do reductions in class size raise students’ test scores? Evidence from population variation in Minnesota's elementary schools," Economics of Education Review, Elsevier, vol. 31(3), pages 77-95.
    24. Gibbons, Stephen & Machin, Stephen & Silva, Olmo, 2013. "Valuing school quality using boundary discontinuity," LSE Research Online Documents on Economics 45246, London School of Economics and Political Science, LSE Library.
    25. Caroline M. Hoxby, 2000. "The Effects of Class Size on Student Achievement: New Evidence from Population Variation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(4), pages 1239-1285.
    26. Joshua Hyman, 2017. "Does Money Matter in the Long Run? Effects of School Spending on Educational Attainment," American Economic Journal: Economic Policy, American Economic Association, vol. 9(4), pages 256-280, November.
    27. Patrick J. Bayer & Robert McMillan, 2010. "Choice and Competition in Education Markets," Working Papers 10-47, Duke University, Department of Economics.
    28. David Bell & Robert F. Elliott & Ada Ma & Anthony Scott & Elizabeth Roberts, 2007. "The Pattern And Evolution Of Geographical Wage Differentials In The Public And Private Sectors In Great Britain," Manchester School, University of Manchester, vol. 75(4), pages 386-421, July.
    29. Simon Burgess & Ellen Greaves & Anna Vignoles & Deborah Wilson, 2009. "Parental choice of primary school in England: what ‘type’ of school do parents choose?," The Centre for Market and Public Organisation 09/224, The Centre for Market and Public Organisation, University of Bristol, UK.
    30. Luke Keele & Rocío Titiunik & José R. Zubizarreta, 2015. "Enhancing a geographic regression discontinuity design through matching to estimate the effect of ballot initiatives on voter turnout," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 178(1), pages 223-239, January.
    31. Stephen Gibbons & Sandra McNally, 2013. "The Effects of Resources Across School Phases: A Summary of Recent Evidence," CEP Discussion Papers dp1226, Centre for Economic Performance, LSE.
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    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Four concerns about schools at the top of the election agenda
      by Sandra McNally, Professor in the School of Economics at University of Surrey in The Conversation on 2015-03-24 11:23:12

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    Cited by:

    1. Gibbons, Stephen & Silva, Olmo & Weinhardt, Felix, 2017. "Neighbourhood Turnover and Teenage Attainment," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 15(4), pages 746-783.
    2. Stephen Gibbons & Henry G. Overman, 2012. "Mostly Pointless Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 172-191, May.
    3. Eyles, Andrew & Machin, Stephen & McNally, Sandra, 2017. "Unexpected school reform: Academisation of primary schools in England," Journal of Public Economics, Elsevier, vol. 155(C), pages 108-121.
    4. Gibbons, Steve & Overman, Henry G. & Patacchini, Eleonora, 2015. "Spatial Methods," 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 115-168, Elsevier.
    5. Monique De Haan, 2017. "The Effect of Additional Funds for Low‐ability Pupils: A Non‐parametric Bounds Analysis," Economic Journal, Royal Economic Society, vol. 127(599), pages 177-198, February.
    6. Nicolai T. Borgen & Lars J. Kirkebøen & Andreas Kotsadam & Oddbjørn Raaum, 2022. "Do funds for more teachers improve student outcomes?," Discussion Papers 982, Statistics Norway, Research Department.
    7. Rabe, Birgitta & Nicoletti, Cheti, 2012. "The effect of school resources on test scores in England," ISER Working Paper Series 2012-13, Institute for Social and Economic Research.
    8. Bassey Okon Ebi & Peter Samuel Ubi, 2017. "Education Expenditure and Access to Education: Case Study of United Nations Educational, Scientific and Cultural Organization Declaration in Nigeria," International Journal of Economics and Financial Issues, Econjournals, vol. 7(5), pages 290-298.
    9. Stephen Machin & Sandra McNally, 2012. "The Evaluation of English Education Policies," National Institute Economic Review, National Institute of Economic and Social Research, vol. 219(1), pages 15-25, January.
    10. Jules Gazeaud & Claire Ricard, 2021. "Conditional Cash Transfers and the Learning Crisis : Evidence from Tayssir Scale-up in Morocco," Working Papers hal-03137463, HAL.
    11. Stephen Machin & Sandra McNally & Gill Wyness, 2013. "Education in a Devolved Scotland: A Quantitative Analysis," CEP Reports 30, Centre for Economic Performance, LSE.
    12. D’Inverno, Giovanna & Smet, Mike & De Witte, Kristof, 2021. "Impact evaluation in a multi-input multi-output setting: Evidence on the effect of additional resources for schools," European Journal of Operational Research, Elsevier, vol. 290(3), pages 1111-1124.
    13. Gibbons, Stephen & Overman, Henry G. & Nathan, Max, 2014. "Evaluating spatial policies," LSE Research Online Documents on Economics 59230, London School of Economics and Political Science, LSE Library.
    14. Silliman, Mikko, 2017. "Targeted Funding, Immigrant Background, and Educational Outcomes: Evidence from Helsinki's “Positive Discrimination†Policy," Working Papers 91, VATT Institute for Economic Research.
    15. Deborah A. Cobb-Clark & Nikhil Jha, 2016. "Educational Achievement and the Allocation of School Resources," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 49(3), pages 251-271, September.
    16. Ficus Gyasi & Bedu-Addo, P.K.A. (Ph.D), 2023. "Determinants of Test Anxiety Among Undergraduate Students in Ghana," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 7(1), pages 1281-1288, January.
    17. Ruth Lupton & Polina Obolenskaya, 2013. "Labour's Record on Education: Policy, Spending and Outcomes 1997-2010," CASE - Social Policy in a Cold Climate Working Paper 03, Centre for Analysis of Social Exclusion, LSE.
    18. Gordon L. Clark, 2014. "Roepke Lecture in Economic Geography—Financial Literacy in Context," Economic Geography, Clark University, vol. 90(1), pages 1-23, January.
    19. Andrew Eyles & Stephen Gibbons & Piero Montebruno, 2020. "Covid-19 school shutdowns: what will they do to our children's education?," CEP Covid-19 Analyses cepcovid-19-001, Centre for Economic Performance, LSE.
    20. Greaves, Ellen & Sibieta, Luke, 2019. "Constrained optimisation? Teacher salaries, school resources and student achievement," Economics of Education Review, Elsevier, vol. 73(C).
    21. Stephen Gibbons & Sandra McNally, 2013. "The Effects of Resources Across School Phases: A Summary of Recent Evidence," CEP Discussion Papers dp1226, Centre for Economic Performance, LSE.
    22. repec:cep:spccrr:01 is not listed on IDEAS
    23. Lupton, Ruth & Hills, John & Stewart, Kitty & Vizard, Polly, 2013. "Labour’s social policy record: policy, spending and outcomes 1997-2010," LSE Research Online Documents on Economics 51070, London School of Economics and Political Science, LSE Library.

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    Keywords

    urban schools; education; resources;
    All these keywords.

    JEL classification:

    • N0 - Economic History - - General

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