IDEAS home Printed from https://ideas.repec.org/p/fer/wpaper/91.html
   My bibliography  Save this paper

Targeted Funding, Immigrant Background, and Educational Outcomes: Evidence from Helsinki's “Positive Discrimination†Policy

Author

Listed:
  • Silliman, Mikko

Abstract

I estimate the impact of a targeted funding policy that provides disadvantaged schools in Helsinki with extra resources for hiring additional staff. Using a differences-in-differences strategy, I identify significant improvement in transitions to secondary education for low-performing native students and students from an immigrant background. As a result of the policy native students are 3 percentage points less likely to drop out of education after middle school, and students from immigrant backgrounds are 6 percentage points less likely to drop out of education after middle school as well as 7 percentage points more likely to attend the academic track of upper-secondary school. The impacts of the policy are particularly large for male native students and female students from an immigrant background. The analysis suggests that these results are driven by improvements in non-academic skills rather than only in academic coursework. The results, robust to various checks, provide evidence that extra resources can be particularly effective when targeted towards students from an immigrant background.

Suggested Citation

  • 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.
  • Handle: RePEc:fer:wpaper:91
    as

    Download full text from publisher

    File URL: https://www.doria.fi/handle/10024/148929
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Joshua D. Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 3-30, Spring.
    2. Erik Hanushek & F. Welch (ed.), 2006. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 1, number 1, June.
    3. Hægeland, Torbjørn & Raaum, Oddbjørn & Salvanes, Kjell G., 2012. "Pennies from heaven? Using exogenous tax variation to identify effects of school resources on pupil achievement," Economics of Education Review, Elsevier, vol. 31(5), pages 601-614.
    4. Edwin Leuven & Mikael Lindahl & Hessel Oosterbeek & Dinand Webbink, 2007. "The Effect of Extra Funding for Disadvantaged Pupils on Achievement," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 721-736, November.
    5. David J. Deming, 2017. "The Growing Importance of Social Skills in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1593-1640.
    6. Stephen Gibbons & Sandra McNally & Martina Viarengo, 2018. "Does Additional Spending Help Urban Schools? An Evaluation Using Boundary Discontinuities," Journal of the European Economic Association, European Economic Association, vol. 16(5), pages 1618-1668.
    7. Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
    8. Holmlund, Helena & McNally, Sandra & Viarengo, Martina, 2010. "Does money matter for schools?," Economics of Education Review, Elsevier, vol. 29(6), pages 1154-1164, December.
    9. 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.
    10. Angrist, Joshua D. & Krueger, Alan B., 1999. "Empirical strategies in labor economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 23, pages 1277-1366, Elsevier.
    11. 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.
    12. Kautz, Tim & Heckman, James J. & Diris, Ron & ter Weel, Bas & Borghans, Lex, 2014. "Fostering and Measuring Skills: Improving Cognitive and Non-Cognitive Skills to Promote Lifetime Success," IZA Discussion Papers 8696, Institute of Labor Economics (IZA).
    13. Caroline Hoxby & Christopher Avery, 2013. "The Missing "One-Offs": The Hidden Supply of High-Achieving, Low-Income Students," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 1-65.
    14. Bénabou, Roland & Kramarz, Francis & Prost, Corinne, 2009. "The French zones d'éducation prioritaire: Much ado about nothing?," Economics of Education Review, Elsevier, vol. 28(3), pages 345-356, June.
    15. Erik Hanushek & F. Welch (ed.), 2006. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 2, number 2, June.
    16. 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.
    17. Brian Jacob & Jens Ludwig, 2008. "Improving Educational Outcomes for Poor Children," NBER Working Papers 14550, National Bureau of Economic Research, Inc.
    18. Will Dobbie & Roland G. Fryer Jr., 2015. "The Medium-Term Impacts of High-Achieving Charter Schools," Journal of Political Economy, University of Chicago Press, vol. 123(5), pages 985-1037.
    19. Brunello, Giorgio & Schlotter, Martin, 2011. "Non Cognitive Skills and Personality Traits: Labour Market Relevance and their Development in Education & Training Systems," IZA Discussion Papers 5743, Institute of Labor Economics (IZA).
    20. Yona Rubinstein & James J. Heckman, 2001. "The Importance of Noncognitive Skills: Lessons from the GED Testing Program," American Economic Review, American Economic Association, vol. 91(2), pages 145-149, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kivinen, Aapo, 2018. "The Effect of Relative School Starting Age on Having an Individualized Curriculum in Finland," Working Papers 104, VATT Institute for Economic Research.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. 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.
    3. Marcelo Araújo Castro, 2016. "Using A Quasi-Experiment To Identify The Effects Of Education Spending On School Quality," Anais do XLIII Encontro Nacional de Economia [Proceedings of the 43rd Brazilian Economics Meeting] 221, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    4. Figlio, D. & Karbownik, K. & Salvanes, K.G., 2016. "Education Research and Administrative Data," Handbook of the Economics of Education,, Elsevier.
    5. Eckhardt Bode & Stephan Brunow & Ingrid Ott & Alina Sorgner, 2019. "Worker Personality: Another Skill Bias beyond Education in the Digital Age," German Economic Review, Verein für Socialpolitik, vol. 20(4), pages 254-294, November.
    6. Victor Lavy, 2012. "Expanding School Resources and Increasing Time on Task: Effects of a Policy Experiment in Israel on Student Academic Achievement and Behavior," NBER Working Papers 18369, National Bureau of Economic Research, Inc.
    7. Greaves, Ellen & Sibieta, Luke, 2019. "Constrained optimisation? Teacher salaries, school resources and student achievement," Economics of Education Review, Elsevier, vol. 73(C).
    8. Andrew Agopsowicz & Chris Robinson & Ralph Stinebrickner & Todd Stinebrickner, 2020. "Careers and Mismatch for College Graduates: College and Noncollege Jobs," Journal of Human Resources, University of Wisconsin Press, vol. 55(4), pages 1194-1221.
    9. Jose Maria Cabrera & Dinand Webbink, 2020. "Do Higher Salaries Yield Better Teachers and Better Student Outcomes?," Journal of Human Resources, University of Wisconsin Press, vol. 55(4), pages 1222-1257.
    10. Joseph Marchand & Jeremy G. Weber, 2020. "How Local Economic Conditions Affect School Finances, Teacher Quality, and Student Achievement: Evidence from the Texas Shale Boom," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(1), pages 36-63, January.
    11. Martin Schlotter & Guido Schwerdt & Ludger Woessmann, 2011. "Econometric methods for causal evaluation of education policies and practices: a non-technical guide," Education Economics, Taylor & Francis Journals, vol. 19(2), pages 109-137.
    12. Jessica Leight & Elaine M. Liu, 2020. "Maternal Education, Parental Investment, and Noncognitive Characteristics in Rural China," Economic Development and Cultural Change, University of Chicago Press, vol. 69(1), pages 213-251.
    13. Ralph Hippe & Luisa De Sousa Lobo Borges de Araujo & Patricia Dinis Mota da Costa, 2016. "Equity in Education in Europe," JRC Research Reports JRC104595, Joint Research Centre.
    14. Masakazu Hojo, 2011. "Education Production Function and Class-Size Effects in Japanese Public Schools," Global COE Hi-Stat Discussion Paper Series gd11-194, Institute of Economic Research, Hitotsubashi University.
    15. Manon Garrouste & Miren Lafourcade, 2022. "Place-Based Policies: Opportunity for Deprived Schools or Zone-and-Shame Effect?," Post-Print hal-04329793, HAL.
    16. Jan Bietenbeck & Marc Piopiunik & Simon Wiederhold, 2018. "Africa’s Skill Tragedy: Does Teachers’ Lack of Knowledge Lead to Low Student Performance?," Journal of Human Resources, University of Wisconsin Press, vol. 53(3), pages 553-578.
    17. Hanushek, Eric A. & Peterson, Paul E. & Talpey, Laura M. & Woessmann, Ludger, 2019. "The Unwavering SES Achievement Gap: Trends in U.S. Student Performance," Working Paper Series rwp19-012, Harvard University, John F. Kennedy School of Government.
    18. Larbi Alaoui & Christian Fons-Rosen, 2016. "Know when to fold 'em: The grit factor," Economics Working Papers 1521, Department of Economics and Business, Universitat Pompeu Fabra, revised Apr 2021.
    19. Hvidman, Charlotte & Koch, Alexander K. & Nafziger, Julia & Nielsen, Søren Albeck & Rosholm, Michael, 2024. "An intensive, school-based learning camp targeting academic and non-cognitive skills evaluated in a randomized trial," Labour Economics, Elsevier, vol. 88(C).
    20. Steven N. Durlauf & Ananth Seshadri, 2018. "Understanding the Great Gatsby Curve," NBER Macroeconomics Annual, University of Chicago Press, vol. 32(1), pages 333-393.

    More about this item

    Keywords

    targeted school funding; secondary education; Labour markets and education; I24; I28;
    All these keywords.

    JEL classification:

    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:fer:wpaper:91. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Anita Niskanen (email available below). General contact details of provider: https://edirc.repec.org/data/vatttfi.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.