IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp7566.html
   My bibliography  Save this paper

An Analysis of the Impact of Socioeconomic Disadvantage and School Quality on the Probability of School Dropout

Author

Listed:
  • Mahuteau, Stephane

    (University of Adelaide)

  • Mavromaras, Kostas

    (University of Adelaide)

Abstract

PISA scores are an internationally established indicator of student and school performance. This paper builds on the evidence that better PISA scores are known to be associated with better later life outcomes. It uses the Australian PISA micro-level data in combination with its longitudinal continuation in the LSAY data, to measure the degree to which individual PISA scores are associated with individual early school dropouts. It distinguishes between student and school factors and estimates a model of the propensity to drop out from school between ages 15 and 18. The paper finds that PISA scores are a good predictor of early dropout, and that individual and social disadvantage plays a crucial role in this relationship both directly and indirectly.

Suggested Citation

  • Mahuteau, Stephane & Mavromaras, Kostas, 2013. "An Analysis of the Impact of Socioeconomic Disadvantage and School Quality on the Probability of School Dropout," IZA Discussion Papers 7566, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp7566
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp7566.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Bjerk, David, 2012. "Re-examining the impact of dropping out on criminal and labor outcomes in early adulthood," Economics of Education Review, Elsevier, vol. 31(1), pages 110-122.
    2. James Heckman, 2011. "Policies to foster human capital," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 3, pages 73-137.
    3. Geweke, John & Keane, Michael, 2000. "An empirical analysis of earnings dynamics among men in the PSID: 1968-1989," Journal of Econometrics, Elsevier, vol. 96(2), pages 293-356, June.
    4. Andrew Leigh & Xiaodong Gong, 2009. "Estimating cognitive gaps between Indigenous and non-Indigenous Australians," Education Economics, Taylor & Francis Journals, vol. 17(2), pages 239-261.
    5. Gibb, Sheree J. & Fergusson, David M. & Horwood, L. John, 2012. "Childhood family income and life outcomes in adulthood: Findings from a 30-year longitudinal study in New Zealand," Social Science & Medicine, Elsevier, vol. 74(12), pages 1979-1986.
    6. Van de Ven, Wynand P. M. M. & Van Praag, Bernard M. S., 1981. "The demand for deductibles in private health insurance : A probit model with sample selection," Journal of Econometrics, Elsevier, vol. 17(2), pages 229-252, November.
    7. Mustafa C. Karakus & David S. Salkever & Eric P. Slade & Nicholas Ialongo & Elizabeth Stuart, 2012. "Implications of middle school behavior problems for high school graduation and employment outcomes of young adults: estimation of a recursive model," Education Economics, Taylor & Francis Journals, vol. 20(1), pages 33-52, April.
    8. Oreopoulos, Philip, 2007. "Do dropouts drop out too soon? Wealth, health and happiness from compulsory schooling," Journal of Public Economics, Elsevier, vol. 91(11-12), pages 2213-2229, December.
    9. Kathryn Wilson & Barbara Wolfe & Robert Haveman, 2005. "The Role of Expectations in Adolescent Schooling Choices: Do Youths Respond to Economic Incentives?," Economic Inquiry, Western Economic Association International, vol. 43(3), pages 467-492, July.
    10. Dewey, James & Husted, Thomas A. & Kenny, Lawrence W., 1999. "The ineffectiveness of school inputs: a product of misspecification?," Economics of Education Review, Elsevier, vol. 19(1), pages 27-45, February.
    11. Anh T. Le & Paul W. Miller, 2005. "Participation in Higher Education: Equity and Access?," The Economic Record, The Economic Society of Australia, vol. 81(253), pages 152-165, June.
    12. Buly A. Cardak & Chris Ryan, 2009. "Participation in Higher Education in Australia: Equity and Access," The Economic Record, The Economic Society of Australia, vol. 85(271), pages 433-448, December.
    13. Steve Bradley & Mirko Draca & Colin Green & Gareth Leeves, 2007. "The magnitude of educational disadvantage of indigenous minority groups in Australia," Journal of Population Economics, Springer;European Society for Population Economics, vol. 20(3), pages 547-569, July.
    14. Rumberger, Russell W. & Lamb, Stephen P., 2003. "The early employment and further education experiences of high school dropouts: a comparative study of the United States and Australia," Economics of Education Review, Elsevier, vol. 22(4), pages 353-366, August.
    15. Zvi Eckstein & Kenneth I. Wolpin, 1999. "Why Youths Drop Out of High School: The Impact of Preferences, Opportunities, and Abilities," Econometrica, Econometric Society, vol. 67(6), pages 1295-1340, November.
    16. 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. Juan Guio & Álvaro Choi & Josep-Oriol Escardíbul, 2016. "Labor markets, academic performance and the risk of school dropout: evidence for Spain," Working Papers 2016/9, Institut d'Economia de Barcelona (IEB).
    2. Alexandra Flayols, 2017. "Les motifs d'arrêt de la scolarité dans la région de Marrakech," Working Papers hal-01483462, HAL.
    3. Jerrim, John & Lopez-Agudo, Luis Alejandro & Marcenaro-Gutierrez, Oscar D. & Shure, Nikki, 2017. "What happens when econometrics and psychometrics collide? An example using the PISA data," Economics of Education Review, Elsevier, vol. 61(C), pages 51-58.

    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. Rodríguez-Planas, Núria, 2010. "Longer-Term Impacts of Mentoring, Educational Services, and Incentives to Learn: Evidence from a Randomized Trial," IZA Discussion Papers 4754, Institute of Labor Economics (IZA).
    2. Núria Rodríquez-Planas, 2010. "Longer-term Impacts of Mentoring, Educational Services, and Incentives to Learn: Evidence from a Randomized Trial in the United States," UFAE and IAE Working Papers 821.10, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    3. Koch, Alexander & Nafziger, Julia & Nielsen, Helena Skyt, 2015. "Behavioral economics of education," Journal of Economic Behavior & Organization, Elsevier, vol. 115(C), pages 3-17.
    4. Anderson, D. Mark & Hansen, Benjamin & Walker, Mary Beth, 2013. "The minimum dropout age and student victimization," Economics of Education Review, Elsevier, vol. 35(C), pages 66-74.
    5. Giuseppe Migali & Eugenio Zucchelli, 2014. "The relationship between forgone health care and high school dropout," Working Papers 71679142, Lancaster University Management School, Economics Department.
    6. Migali, Giuseppe & Zucchelli, Eugenio, 2017. "Personality traits, forgone health care and high school dropout: Evidence from US adolescents," Journal of Economic Psychology, Elsevier, vol. 62(C), pages 98-119.
    7. Borgna, Camilla & Struffolino, Emanuela, 2017. "Pushed or pulled? Girls and boys facing early school leaving risk in Italy," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 61, pages 298-313.
    8. Richard J. Murnane, 2013. "U.S. High School Graduation Rates: Patterns and Explanations," Journal of Economic Literature, American Economic Association, vol. 51(2), pages 370-422, June.
    9. Wydra-Somaggio, Gabriele, 2017. "Early termination of vocational training: dropout or stopout?," IAB-Discussion Paper 201703, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    10. Pablo Lavado & Nelson Oviedo & Hernán Ruffo, 2016. "Destruction of Cognitive and Noncognitive Skills in Adulthood," Working Papers 16-07, Centro de Investigación, Universidad del Pacífico.
    11. Cabus, Sofie J. & De Witte, Kristof, 2011. "Does school time matter?—On the impact of compulsory education age on school dropout," Economics of Education Review, Elsevier, vol. 30(6), pages 1384-1398.
    12. Backes-Gellner, Uschi & Herz, Holger & Kosfeld, Michael & Oswald, Yvonne, 2021. "Do preferences and biases predict life outcomes? Evidence from education and labor market entry decisions," European Economic Review, Elsevier, vol. 134(C).
    13. Matthias Doepke & Fabrizio Zilibotti, 2008. "Occupational Choice and the Spirit of Capitalism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 747-793.
    14. Hoffmann, Sarah, 2010. "Schulabbrecher in Deutschland - eine bildungsstatistische Analyse mit aggregierten und Individualdaten," Discussion Papers 71, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    15. Bjerk, David, 2012. "Re-examining the impact of dropping out on criminal and labor outcomes in early adulthood," Economics of Education Review, Elsevier, vol. 31(1), pages 110-122.
    16. Lin, Dajun & Lutter, Randall & Ruhm, Christopher J., 2018. "Cognitive performance and labour market outcomes," Labour Economics, Elsevier, vol. 51(C), pages 121-135.
    17. Ong C. & Witte K. de, 2013. "The influence of ethnic segregation and school mobility in primary education on high school dropout : evidence from regression discontinuity at a contextual tipping point," MERIT Working Papers 2013-064, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    18. Djavad Salehi-Isfahani & Russell D. Murphy, 2006. "Labor market flexibility and investment in human capital," Working Papers e06-5, Virginia Polytechnic Institute and State University, Department of Economics.
    19. David Figlio & Jeffrey Roth, 2007. "The Behavioral Consequences of Pre-Kindergarten Participation for Disadvantaged Youth," NBER Chapters, in: The Problems of Disadvantaged Youth: An Economic Perspective, pages 15-42, National Bureau of Economic Research, Inc.
    20. Rossella Iraci Capuccinello, 2014. "Determinants and timing of dropping out decisions: evidence from the UK FE sector," Working Papers 15742191, Lancaster University Management School, Economics Department.

    More about this item

    Keywords

    PISA; socioeconomic disadvantage; school dropout; multilevel modelling; student outcomes;
    All these keywords.

    JEL classification:

    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

    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:iza:izadps:dp7566. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.