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Peer and Selection Effects on Youth Smoking in California

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  • Krauth, Brian V.

Abstract

A number of studies have indicated that peer smoking is a highly influential factor in a young person's decision to smoke. However, these results are suspect because the studies often fail to account for selection and simultaneity bias. This paper develops an econometric model of youth smoking which incorporates both peer effects and selection effects, and estimates its parameters using data on California youth. Identification is achieved by using the degree of selection on observables as a proxy for the degree of selection on unobservables. The results indicate that the influence of peers on a young person's decision to smoke is much weaker than is suggested by reduced form models.

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Bibliographic Info

Article provided by American Statistical Association in its journal Journal of Business and Economic Statistics.

Volume (Year): 25 (2007)
Issue (Month): (July)
Pages: 288-298

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Handle: RePEc:bes:jnlbes:v:25:y:2007:p:288-298

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  1. Edward C. Norton & Richard C. Lindrooth & Susan T. Ennett, 1998. "Controlling for the endogeneity of peer substance use on adolescent alcohol and tobacco use," Health Economics, John Wiley & Sons, Ltd., vol. 7(5), pages 439-453.
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  6. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc.
  7. Brian Krauth, 2004. "Simulation-based estimation of peer effects," Econometrics 0408002, EconWPA.
  8. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
  9. Bruce Sacerdote, 2001. "Peer Effects With Random Assignment: Results For Dartmouth Roommates," The Quarterly Journal of Economics, MIT Press, vol. 116(2), pages 681-704, May.
  10. Kooreman, P., 1994. "Estimation of econometric models of some discrete games," Open Access publications from Tilburg University urn:nbn:nl:ui:12-377584, Tilburg University.
  11. Philip DeCicca & Donald Kenkel & Alan Mathios, 2002. "Putting Out the Fires: Will Higher Taxes Reduce the Onset of Youth Smoking?," Journal of Political Economy, University of Chicago Press, vol. 110(1), pages 144-169, February.
  12. Vassilis A. Hajivassiliou & Daniel L. McFadden & Paul Ruud, 1993. "Simulation of Multivariate Normal Rectangle Probabilities and their Derivatives: Theoretical and Computational Results," Working Papers _024, Yale University.
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  14. Michael A. Boozer & Stephen E. Cacciola, 2001. "Inside the 'Black Box' of Project STAR: Estimation of Peer Effects Using Experimental Data," Working Papers 832, Economic Growth Center, Yale University.
  15. Kooreman, Peter, 1994. "Estimation of Econometric Models of Some Discrete Games," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(3), pages 255-68, July-Sept.
  16. Donald S. Kenkel & Robert R. Reed III & Ping Wang, 2002. "Rational Addiction, Peer Externalities and Long Run Effects of Public Policy," NBER Working Papers 9249, National Bureau of Economic Research, Inc.
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Citations

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Cited by:
  1. Duncan McVicar & Arnold Polanski, 2012. "Peer Effects in UK Adolescent Substance Use: Never Mind the Classmates?," Melbourne Institute Working Paper Series wp2012n08, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
  2. R. Duarte & J. Escario & J. Molina, 2014. "Are estimated peer effects on smoking robust? Evidence from adolescent students in Spain," Empirical Economics, Springer, vol. 46(3), pages 1167-1179, May.
  3. Claire Dujardin & Florence Goffette-Nagot, 2009. "Neighborhood effects on unemployment ? A test à la Altonji," Working Papers 0924, Groupe d'Analyse et de Théorie Economique (GATE), Centre national de la recherche scientifique (CNRS), Université Lyon 2, Ecole Normale Supérieure.
  4. David Card & Laura Giuliano, 2011. "Peer Effects and Multiple Equilibria in the Risky Behavior of Friends," NBER Working Papers 17088, National Bureau of Economic Research, Inc.
  5. John Moriarty & Duncan McVicar & Kathryn Higgins, 2012. "Peer Effects in Adolescent Cannabis Use: It's the Friends, Stupid," Melbourne Institute Working Paper Series wp2012n27, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
  6. Philip DeCicca & Donald S. Kenkel & Alan D. Mathios & Yoon-Jeong Shin & Jae-Young Lim, 2006. "Youth Smoking, Cigarette Prices, and Anti-Smoking Sentiment," NBER Working Papers 12458, National Bureau of Economic Research, Inc.
  7. Paolo Buonanno & Paolo Vanin, 2007. "Bowling Alone, Drinking Together," "Marco Fanno" Working Papers 0055, Dipartimento di Scienze Economiche "Marco Fanno".
  8. Clark, Andrew E. & Lohéac, Youenn, 2005. ""It Wasn't Me, It Was Them!" - Social Influence in Risky Behavior by Adolescents," IZA Discussion Papers 1573, Institute for the Study of Labor (IZA).
  9. Lundborg, Petter, 2006. "Having the wrong friends? Peer effects in adolescent substance use," Journal of Health Economics, Elsevier, vol. 25(2), pages 214-233, March.
  10. Renna, Francesco & Grafova, Irina B. & Thakur, Nidhi, 2008. "The effect of friends on adolescent body weight," Economics & Human Biology, Elsevier, vol. 6(3), pages 377-387, December.
  11. Hinrichs, Peter, 2011. "The effects of attending a diverse college," Economics of Education Review, Elsevier, vol. 30(2), pages 332-341, April.
  12. Ryota Nakamura & Marc Suhrcke & Daniel John Zizzo, 2014. "A Triple Test for Behavioral Economics Models and Public Health Policy," Working Paper series, University of East Anglia, Centre for Behavioural and Experimental Social Science (CBESS) 14-01, School of Economics, University of East Anglia, Norwich, UK..

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