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Widening Participation in Higher Education: Analysis Using Linked Administrative Data

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  • Haroon Chowdry

    ()
    (Institute for Fiscal Studies, 7 Ridgmount Street, London, WC1E 7AE)

  • Claire Crawford

    ()
    (Institute for Fiscal Studies, 7 Ridgmount Street, London, WC1E 7AE; Institute of Education, University of London, 20 Bedford Way, London WC1H 0AL, UK.)

  • Lorraine Dearden

    ()
    (Institute for Fiscal Studies, 7 Ridgmount Street, London, WC1E 7AE; Institute of Education, University of London, 20 Bedford Way, London WC1H 0AL, UK.)

  • Alissa Goodman

    ()
    (Institute for Fiscal Studies, 7 Ridgmount Street, London, WC1E 7AE)

  • Anna Vignoles

    ()
    (Department of Quantitative Social Science, Institute of Education, University of London. 20 Bedford Way, London WC1H 0AL, UK.)

Abstract

Accurate estimates of the extent of ethnic parity amongst benefit claimants are very important for policymakers who provide interventions for these groups. We use new administrative data on benefit claimants in Great Britain to document differences in labour market outcomes between Ethnic Minority and White claimants, both before and after controlling for rich observable characteristics. We do so using a variety of methods, from OLS to propensity score matching to difference-in-differences. We find that, in many cases, Minorities and Whites are simply too different for satisfactory estimates to be calculated, and that results are sensitive to the methodology used. This calls into question previous results based on simple regression techniques, which may hide the fact that observationally different ethnic groups are being compared by parametric extrapolation. For Income Support and Incapacity Benefit claimants, however, we could calculate satisfactory results. For these groups, large and significant raw penalties almost always disappear once we appropriately control for pre-inflow characteristics.

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Bibliographic Info

Paper provided by Department of Quantitative Social Science - Institute of Education, University of London in its series DoQSS Working Papers with number 10-08.

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Length: 31 pages
Date of creation: 18 Jun 2010
Date of revision:
Handle: RePEc:qss:dqsswp:1008

Contact details of provider:
Postal: Department of Quantitative Social Science. 20 Bedford Way London WC1H 0AL
Phone: (44) (0)20 7612 6654. Eliminate (44) and add (0) if calling from inside the UK. Add (44) and eliminate (0) if calling from abroad.
Fax: (44) (0)20 7612 6686
Web page: http://www.ioe.ac.uk/research/departments/qss/35445.html
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Keywords: higher education; widening participation; socio-economic disadvantage; administrative data;

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References

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  1. James Heckman & Pedro Carneiro, 2003. "Human Capital Policy," NBER Working Papers 9495, National Bureau of Economic Research, Inc.
  2. Costas Meghir & Mårten Palme, 2005. "Educational Reform, Ability, and Family Background," American Economic Review, American Economic Association, vol. 95(1), pages 414-424, March.
  3. Flavio Cunha & James J. Heckman & Lance Lochner & Dimitriy V. Masterov, 2005. "Interpreting the Evidence on Life Cycle Skill Formation," NBER Working Papers 11331, National Bureau of Economic Research, Inc.
  4. Cunha, Flavio & Heckman, James J., 2007. "The Technology of Skill Formation," IZA Discussion Papers 2550, Institute for the Study of Labor (IZA).
  5. Jo Blanden & Stephen Machin, 2013. "Educational Inequality and The Expansion of UK Higher Education," Scottish Journal of Political Economy, Scottish Economic Society, vol. 60(5), pages 578-596, November.
  6. Jo Blanden & Paul Gregg, 2004. "Family income and educational attainment: a review of approaches and evidence for Britain," LSE Research Online Documents on Economics 19461, London School of Economics and Political Science, LSE Library.
  7. Belley, Phillippe & Lochner, Lance, 2009. "The Changing Role of Family Income and Ability in Determining Educational Achievement," CLSSRN working papers clsrn_admin-2009-9, Vancouver School of Economics, revised 02 Feb 2009.
  8. Fernando Galindo-Rueda & Oscar Marcenaro-Gutierrez & Anna Vignoles, 2004. "The Widening Socio-Economic Gap in UK Higher Education," National Institute Economic Review, National Institute of Economic and Social Research, vol. 190(1), pages 75-88, October.
  9. Jo Blanden, 2004. "Family Income and Educational Attainment: A Review of Approaches and Evidence for Britain," Oxford Review of Economic Policy, Oxford University Press, vol. 20(2), pages 245-263, Summer.
  10. Andrew Jenkins & Anna Vignoles & Alison Wolf & Fernando Galindo-Rueda, 2003. "The determinants and labour market effects of lifelong learning," Applied Economics, Taylor & Francis Journals, vol. 35(16), pages 1711-1721.
  11. Pedro Carneiro & James J. Heckman, 2002. "The Evidence on Credit Constraints in Post--secondary Schooling," Economic Journal, Royal Economic Society, vol. 112(482), pages 705-734, October.
  12. Lorraine Dearden & Leslie McGranahan & Barbara Sianesi, 2004. "The role of credit constraints in educational choices: evidence from NCDS and BCS70," LSE Research Online Documents on Economics 19447, London School of Economics and Political Science, LSE Library.
  13. Steve Machin & Anna Vignoles, 2004. "Educational inequality: the widening socio-economic gap," Fiscal Studies, Institute for Fiscal Studies, vol. 25(2), pages 107-128, June.
  14. Vignoles Anna F & Powdthavee Nattavudh, 2009. "The Socioeconomic Gap in University Dropouts," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-36, April.
  15. Graham Hobbs & Anna Vignoles, 2007. "Is Free School Meal Status a Valid Proxy for Socio-Economic Status (in Schools Research)?," CEE Discussion Papers 0084, Centre for the Economics of Education, LSE.
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Cited by:
  1. Arnaud Chevalier & Colm Harmon & Vincent O'Sullivan & Ian Walker, 2010. "The Impact of Parental Income and Education on the Schooling of their Children," Working Papers 201032, Geary Institute, University College Dublin.
  2. Dickson, Matt, 2009. "The Causal Effect of Education on Wages Revisited," IZA Discussion Papers 4419, Institute for the Study of Labor (IZA).
  3. Jake Anders, 2012. "What's the link between household income and going to university?," DoQSS Working Papers 12-01, Department of Quantitative Social Science - Institute of Education, University of London.
  4. Devereux, Paul J. & Fan, Wen, 2011. "Earnings returns to the British education expansion," Economics of Education Review, Elsevier, vol. 30(6), pages 1153-1166.
  5. Flannery, Darragh & O’Donoghue, Cathal, 2013. "The demand for higher education: A static structural approach accounting for individual heterogeneity and nesting patterns," Economics of Education Review, Elsevier, vol. 34(C), pages 243-257.
  6. Arnaud Chevalier & Colm Harmon & Vincent O'Sullivan & Ian Walker, 2011. "The Impact of Parental Earnings and Education on the Schooling of Children," Working Papers 201112, Geary Institute, University College Dublin.
  7. Denny, Kevin, 2014. "The effect of abolishing university tuition costs: Evidence from Ireland," Labour Economics, Elsevier, vol. 26(C), pages 26-33.
  8. Jake Anders & John Micklewright, 2013. "Teenagers' expectations of applying to university: how do they change?," DoQSS Working Papers 13-13, Department of Quantitative Social Science - Institute of Education, University of London.
  9. Lorraine Dearden & Emla Fitzsimons & Gill Wyness, 2011. "The Impact of Tuition Fees and Support on University Participation in the UK," CEE Discussion Papers 0126, Centre for the Economics of Education, LSE.

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