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Parental Guidance and Supervised Learning

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  • Alessandro Lizzeri
  • Marciano Siniscalchi

Abstract

We propose a simple theoretical model of supervised learning that is potentially useful to interpret a number of empirical phenomena. The model captures a basic tradeoff between sheltering the child from the consequences of his mistakes, and allowing him to learn from experience. We characterize the optimal parenting policy and its comparative-statics properties. We then show that key features of the optimal policy can be useful to interpret provocative findings from behavioral genetics.

Suggested Citation

  • Alessandro Lizzeri & Marciano Siniscalchi, 2006. "Parental Guidance and Supervised Learning," Discussion Papers 1432, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
    • Handle: RePEc:nwu:cmsems:1432
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    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Endogenous parenting and twin adoption studies
      by Tyler Cowen in Marginal Revolution on 2011-03-01 15:41:00
    2. Endogenous parenting and twin adoption studies
      by Tyler Cowen in Marginal Revolution on 2011-03-01 15:41:00
    3. Endogenous parenting and twin adoption studies
      by Tyler Cowen in Cafe Hayek on 2011-03-01 15:41:00

    Citations

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    Cited by:

    1. Deborah A. Cobb-Clark & Nicolás Salamanca & Anna Zhu, 2019. "Parenting style as an investment in human development," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(4), pages 1315-1352, October.
    2. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    3. Avner Seror, 2019. "Human Development, Social Interactions, and Identity Formation," AMSE Working Papers 1924, Aix-Marseille School of Economics, France.
    4. David Ettinger & Philippe Jehiel, 2004. "Towards a Theory of Deception," Levine's Bibliography 122247000000000247, UCLA Department of Economics.
    5. Zhang, Haochen & Qin, Xuezheng & Zhou, Jiantao, 2020. "Do tiger moms raise superior kids? The impact of parenting style on adolescent human capital formation in China," China Economic Review, Elsevier, vol. 63(C).
    6. James J. Heckman & Stefano Mosso, 2014. "The Economics of Human Development and Social Mobility," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 689-733, August.
    7. Leonardo Bursztyn & Lucas C. Coffman, 2012. "The Schooling Decision: Family Preferences, Intergenerational Conflict, and Moral Hazard in the Brazilian Favelas," Journal of Political Economy, University of Chicago Press, vol. 120(3), pages 359-397.
    8. Black, Sandra E. & Devereux, Paul J., 2011. "Recent Developments in Intergenerational Mobility," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 16, pages 1487-1541, Elsevier.
    9. Bobby W. Chung & Jian Zou, 2023. "Understanding spillover of peer parental education: Randomization evidence and mechanisms," Economic Inquiry, Western Economic Association International, vol. 61(3), pages 496-522, July.
    10. Andreas Fagereng & Magne Mogstad & Marte Rønning, 2021. "Why Do Wealthy Parents Have Wealthy Children?," Journal of Political Economy, University of Chicago Press, vol. 129(3), pages 703-756.
    11. Orlov, Dmitry, 2022. "Frequent monitoring in dynamic contracts," Journal of Economic Theory, Elsevier, vol. 206(C).
    12. Sebastian Galiani & Matthew Staiger & Gustavo Torrens, 2017. "When Children Rule: Parenting in Modern Families," NBER Working Papers 23087, National Bureau of Economic Research, Inc.
    13. Lucia Corno & Michela Carlana, 2022. "Shaping gender-stereotypical beliefs: the role of parents and peers," IFS Working Papers W22/52, Institute for Fiscal Studies.
    14. Francesconi, Marco & Heckman, James J., 2016. "Symposium on Child Development and Parental Investment: Introduction," IZA Discussion Papers 9977, Institute of Labor Economics (IZA).
    15. Francesconi, Marco & Heckman, James J, 2015. "Symposium on Child Development and Parental Investment: Introduction," Economics Discussion Papers 16868, University of Essex, Department of Economics.
    16. Chang, Simon & Cobb-Clark, Deborah A. & Salamanca, Nicolás, 2022. "Parents’ responses to teacher qualifications," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 419-446.
    17. Baccara, Mariagiovanna & Lee, SangMok & Yariv, Leeat, 2023. "Task allocation and on-the-job training," Journal of Economic Theory, Elsevier, vol. 207(C).
    18. Marco Cosconati, 2011. "Parenting Style and the Development of Human Capital in Children," 2011 Meeting Papers 854, Society for Economic Dynamics.
    19. Adriani, Fabrizio & Matheson, Jesse A. & Sonderegger, Silvia, 2018. "Teaching by example and induced beliefs in a model of cultural transmission," Journal of Economic Behavior & Organization, Elsevier, vol. 145(C), pages 511-529.
    20. Vasileios Kotsidis, 2018. "Call to Action: Intrinsic Motives and Material Interests," Games, MDPI, vol. 9(4), pages 1-24, November.
    21. Marcello Sartarelli, 2011. "Do Performance Targets Affect Behaviour? Evidence from Discontinuities in Test Scores in England," DoQSS Working Papers 11-02, Quantitative Social Science - UCL Social Research Institute, University College London.
    22. Li, Yunsen & Yang, Haoran & Luo, Liang, 2021. "Poverty exposure and cognitive abilities of children in rural China: Causation and the roles of family investments," Children and Youth Services Review, Elsevier, vol. 121(C).

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