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More Successful because of Math: Combining a Natural Experiment and a Structural Dynamic Model to Explore the Underlying Channels

Author

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  • Helena Skyt Nielsen

    (University of Aarhus)

  • Juanna Schrøter Joensen

    (Stockholm School of Economics)

Abstract

In this paper, we exploit a high school pilot scheme to identify the channels through which advanced high school math causes more favorable academic and labor market outcomes. The pilot scheme reduced the costs of choosing advanced math because it allowed for a more flexible combination of math with other courses. We find clear evidence of a causal relationship between math and earnings for students who are induced to choose math after being exposed to the pilot scheme. The effect partly stems from the fact that these students end up with a higher education. To further explore these channels, we estimate a structural dynamic model of higher education choices and outcomes. This allows us to quantify the direct and indirect effects of advanced math and to simulate the impacts of education policies changing math and college entry requirements.

Suggested Citation

  • Helena Skyt Nielsen & Juanna Schrøter Joensen, 2011. "More Successful because of Math: Combining a Natural Experiment and a Structural Dynamic Model to Explore the Underlying Channels," 2011 Meeting Papers 995, Society for Economic Dynamics.
  • Handle: RePEc:red:sed011:995
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    References listed on IDEAS

    as
    1. Rust, John, 1987. "Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher," Econometrica, Econometric Society, vol. 55(5), pages 999-1033, September.
    2. Willis, Robert J & Rosen, Sherwin, 1979. "Education and Self-Selection," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 7-36, October.
    3. Belzil, Christian, 2007. "The return to schooling in structural dynamic models: a survey," European Economic Review, Elsevier, vol. 51(5), pages 1059-1105, July.
    4. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
    5. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    6. Juanna Schrøter Joensen & Helena Skyt Nielsen, 2009. "Is there a Causal Effect of High School Math on Labor Market Outcomes?," Journal of Human Resources, University of Wisconsin Press, vol. 44(1).
    7. Keane, Michael P & Wolpin, Kenneth I, 1997. "The Career Decisions of Young Men," Journal of Political Economy, University of Chicago Press, vol. 105(3), pages 473-522, June.
    8. Costas Meghir, 2006. "Dynamic models for policy evaluation," IFS Working Papers W06/08, Institute for Fiscal Studies.
    9. Robert Miller & Peter Arcidiacono, 2008. "CCP Estimation of Dynamic Discrete Choice Models with Unobserved Heterogeneity," 2008 Meeting Papers 1065, Society for Economic Dynamics.
    10. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
    11. Kenneth I. Wolpin & Petra E. Todd, 2006. "Assessing the Impact of a School Subsidy Program in Mexico: Using a Social Experiment to Validate a Dynamic Behavioral Model of Child Schooling and Fertility," American Economic Review, American Economic Association, vol. 96(5), pages 1384-1417, December.
    12. 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.
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