Advanced Search
MyIDEAS: Login

Parental Guidance and Supervised Learning

Contents:

Author Info

  • Alessandro Lizzeri

    (New York University)

  • Marciano Siniscalchi

    (Northwestern University)

Abstract

We propose a simple theoretical model of supervised learning that is potentially useful to interpret a number of empirical phenomena relevant to the nature-nurture debate. The model captures a basic trade-off 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. (c) 2008 by the President and Fellows of Harvard College and the Massachusetts Institute of Technology..

Download Info

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
File URL: http://www.mitpressjournals.org/doi/pdfplus/10.1162/qjec.2008.123.3.1161
File Function: link to full text
Download Restriction: Access to full text is restricted to subscribers.

As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.

Bibliographic Info

Article provided by MIT Press in its journal Quarterly Journal of Economics.

Volume (Year): 123 (2008)
Issue (Month): 3 (August)
Pages: 1161-1195

as in new window
Handle: RePEc:tpr:qjecon:v:123:y:2008:i:3:p:1161-1195

Contact details of provider:
Web page: http://mitpress.mit.edu/journals/

Order Information:
Web: http://mitpress.mit.edu/journal-home.tcl?issn=00335533

Related research

Keywords:

Other versions of this item:

References

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
as in new window
  1. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2005. "The More the Merrier? The Effect of Family Size and Birth Order on Children's Education," The Quarterly Journal of Economics, MIT Press, vol. 120(2), pages 669-700, May.
  2. Apesteguia, Jose & Huck, Steffen & Oechssler, Jorg, 2007. "Imitation--theory and experimental evidence," Journal of Economic Theory, Elsevier, vol. 136(1), pages 217-235, September.
  3. Itzhak Gilboa & David Schmeidler, 1992. "Case-Based Decision Theory," Discussion Papers 994, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
  4. Rubenstein, Ariel, 1989. "Optimal flexibility of rules : The tale of the wise principal and the naive agent," European Journal of Political Economy, Elsevier, vol. 5(2-3), pages 219-227.
  5. Smith, L. & Sorensen, P., 1997. "Informational Herding and Optimal Experimentation," Economics Papers 139, Economics Group, Nuffield College, University of Oxford.
  6. Fudenberg, Drew & Levine, David, 1998. "Learning in games," European Economic Review, Elsevier, vol. 42(3-5), pages 631-639, May.
  7. Petra E. Todd & Kenneth I. Wolpin, 2007. "The Production of Cognitive Achievement in Children: Home, School, and Racial Test Score Gaps," Journal of Human Capital, University of Chicago Press, vol. 1(1), pages 91-136.
  8. Alberto Bisin & Thierry Verdier, 2000. ""Beyond The Melting Pot": Cultural Transmission, Marriage, And The Evolution Of Ethnic And Religious Traits," The Quarterly Journal of Economics, MIT Press, vol. 115(3), pages 955-988, August.
  9. Alberto Bisin & Giorgio Topa & Thierry Verdier, 2004. "Religious Intermarriage and Socialization in the United States," Journal of Political Economy, University of Chicago Press, vol. 112(3), pages 615-664, June.
  10. Ehud Kalai & Ehud Lehrer, 1990. "Rational Learning Leads to Nash Equilibrium," Discussion Papers 895, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
  11. Markus K. Brunnermeier & Jonathan A. Parker, 2002. "Optimal Expectations," Working Papers 146, Princeton University, Woodrow Wilson School of Public and International Affairs, Discussion Papers in Economics..
  12. Carneiro, Pedro & Heckman, James J. & Masterov, Dimitriy V., 2005. "Labor Market Discrimination and Racial Differences in Premarket Factors," IZA Discussion Papers 1453, Institute for the Study of Labor (IZA).
  13. Olivier Compte & Andrew Postlewaite, 2004. "Confidence-Enhanced Performance," American Economic Review, American Economic Association, vol. 94(5), pages 1536-1557, December.
  14. K. Schlag, 2010. "Why Imitate, and if so, How? Exploring a Model of Social Evolution," Levine's Working Paper Archive 454, David K. Levine.
  15. Desai, S. & Chase-Lansdale, P.L. & Michael, R.T., 1988. "Mother Or Market? Effects Of Maternal Employment On Cognitive Development Of Four-Year-Old Children," University of Chicago - Economics Research Center 88-11, Chicago - Economics Research Center.
  16. William T. Harbaugh & Kate Krause & Timothy R. Berry, 2001. "GARP for Kids: On the Development of Rational Choice Behavior," American Economic Review, American Economic Association, vol. 91(5), pages 1539-1545, December.
  17. Raquel Bernal, 2004. "Employment and Child Care Decisions of Mothers and the Well-being of their Children," Econometric Society 2004 North American Winter Meetings 361, Econometric Society.
  18. V. Crawford & J. Sobel, 2010. "Strategic Information Transmission," Levine's Working Paper Archive 544, David K. Levine.
  19. Roland Benabou & Jean Tirole, 2003. "Intrinsic and Extrinsic Motivation," Review of Economic Studies, Wiley Blackwell, vol. 70(3), pages 489-520, 07.
  20. Bruce Sacerdote, 2000. "The Nature and Nurture of Economic Outcomes," NBER Working Papers 7949, National Bureau of Economic Research, Inc.
  21. Monica Brezzi & Tze Leung Lai, 2000. "Incomplete Learning from Endogenous Data in Dynamic Allocation," Econometrica, Econometric Society, vol. 68(6), pages 1511-1516, November.
  22. Roland Bénabou & Jean Tirole, 2002. "Self-Confidence And Personal Motivation," The Quarterly Journal of Economics, MIT Press, vol. 117(3), pages 871-915, August.
  23. Karl H. Schlag, . "Why Imitate, and if so, How? A Bounded Rational Approach to Multi- Armed Bandits," ELSE working papers 028, ESRC Centre on Economics Learning and Social Evolution.
  24. Gary S. Becker, 1981. "A Treatise on the Family," NBER Books, National Bureau of Economic Research, Inc, number beck81-1, May.
  25. Anders Björklund & Mikael Lindahl & Erik Plug, 2006. "The Origins of Intergenerational Associations: Lessons from Swedish Adoption Data," The Quarterly Journal of Economics, MIT Press, vol. 121(3), pages 999-1028, 08.
  26. John C Harsanyi, 1997. "Games with incomplete information played by "bayesian" players," Levine's Working Paper Archive 1175, David K. Levine.
Full references (including those not matched with items on IDEAS)

Citations

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 09:41:00
  2. Endogenous parenting and twin adoption studies
    by Tyler Cowen in Marginal Revolution on 2011-03-01 09:41:00
  3. Endogenous parenting and twin adoption studies
    by Tyler Cowen in Cafe Hayek on 2011-03-01 09:41:00
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as in new window

Cited by:
  1. Philippe Jehiel & David Ettinger, 2005. "Towards a theory of deception," PSE Working Papers halshs-00590767, HAL.
  2. Marco Cosconati, 2011. "Parenting Style and the Development of Human Capital in Children," 2011 Meeting Papers 854, Society for Economic Dynamics.
  3. Marcello Sartarelli, 2011. "Do Performance Targets Affect Behaviour? Evidence from Discontinuities in Test Scores in England," DoQSS Working Papers 11-02, Department of Quantitative Social Science - Institute of Education, University of London.
  4. James J. Heckman & Stefano Mosso, 2014. "The Economics of Human Development and Social Mobility," NBER Working Papers 19925, National Bureau of Economic Research, Inc.

Lists

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:tpr:qjecon:v:123:y:2008:i:3:p:1161-1195. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Karie Kirkpatrick).

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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