A discrete-choice model with social interactions: with an application to high school teen behavior
We develop an empirical discrete-choice interaction model with a finite number of agents. We characterize its equilibrium properties-in particular the correspondence between interaction strength, number of agents, and the set of equilibria-and propose to estimate the model by means of simulation methods. In an empirical application, we analyze the individual behavior of high school teenagers in almost 500 school classes from 70 schools. In our baseline model endogenous social interaction effects are strong for behavior closely related to school (truancy), somewhat weaker for behavior partly related to school (smoking, cell phone ownership, and moped ownership) and absent for behavior far away from school (asking parents' permission for purchases). Intra-gender interactions are generally much stronger than cross-gender interactions. In a model with school-specific fixed effects social interaction effects are insignificant, with the exception of intra-gender interactions for truancy. Copyright © 2007 John Wiley & Sons, Ltd.
Volume (Year): 22 (2007)
Issue (Month): 3 ()
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- Thorstein Veblen, 1899. "Mr. Cummings's Strictures on "The Theory of the Leisure Class"," Journal of Political Economy, University of Chicago Press, vol. 8, pages 106-106.
- William A. Brock & Steven N. Durlauf, 2001.
"Discrete Choice with Social Interactions,"
Review of Economic Studies,
Oxford University Press, vol. 68(2), pages 235-260.
- Brock,W.A. & Durlauf,S.N., 2000. "Discrete choice with social interactions," Working papers 7, Wisconsin Madison - Social Systems.
- Kapteyn, Arie, et al, 1997. "Interdependent Preferences: An Econometric Analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(6), pages 665-686, Nov.-Dec..
- Kapteyn, A.J. & van de Geer, S. & van de Stadt, H. & Wansbeek, T.J., 1984. "Interdependent preferences : An econometric analysis," Research Memorandum FEW 140, Tilburg University, School of Economics and Management.
- Kapteyn, A. & Van De Ger, S. & Van De Stadt, H. & Wansbeek, T., 1989. "Interdependent Preferences: An Econometric Analysis," Papers 8954, Tilburg - Center for Economic Research.
- Kapteyn, A.J. & van der Geer, S. & van de Stadt, H. & Wansbeek, T.J., 1989. "Interdependent preferences : An econometric analysis," Discussion Paper 1989-54, Tilburg University, Center for Economic Research.
- Kapteyn, A. & van der Geer, S. & van de Stadt, H. & Wansbeek, T., 1997. "Interdependent preferences : An econometric analysis," Other publications TiSEM cd68dbcd-ca9b-45bf-9ae2-b, Tilburg University, School of Economics and Management.
- Aronsson, Thomas & Blomquist, Soren & Sacklen, Hans, 1999. "Identifying Interdependent Behaviour in an Empirical Model of Labour Supply," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(6), pages 607-626, Nov.-Dec..
- Aronsson, T. & Blomquist, N.S. & Sacklen, H., 1992. "How to Identify Interdependence Behavior in an Empirical Model of Labor Supply," Papers 1992-5, Uppsala - Working Paper Series.
- Aronsson, Thomas & Blomquist, Sören & Sacklén, Hans, 1998. "Identifying Interdependent Behavior in an Empirical Model of Labor Supply," Working Paper Series 147, Trade Union Institute for Economic Research.
- Charles F. Manski, 2000. "Economic Analysis of Social Interactions," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 115-136, Summer.
- Charles F. Manski, 2000. "Economic Analysis of Social Interactions," NBER Working Papers 7580, National Bureau of Economic Research, Inc.
- Woittiez, Isolde & Kapteyn, Arie, 1998. "Social interactions and habit formation in a model of female labour supply," Journal of Public Economics, Elsevier, vol. 70(2), pages 185-205, November.
- Woittiez, I. & Kapteyn, A., 1997. "Social interactions and habit formation in a model of female labor supply," Discussion Paper 1997-41, Tilburg University, Center for Economic Research.
- Esther Duflo & Emmanuel Saez, 2003. "The Role of Information and Social Interactions in Retirement Plan Decisions: Evidence from a Randomized Experiment," The Quarterly Journal of Economics, Oxford University Press, vol. 118(3), pages 815-842.
- Alejandro Gaviria & Steven Raphael, 2001. "School-Based Peer Effects And Juvenile Behavior," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 257-268, May.
- Kooreman, Peter, 1994. "Estimation of Econometric Models of Some Discrete Games," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(3), pages 255-268, July-Sept.
- Pollak, Robert A, 1976. "Interdependent Preferences," American Economic Review, American Economic Association, vol. 66(3), pages 309-320, June.
- Daiji Kawaguchi, 2004. "Peer effects on substance use among American teenagers," Journal of Population Economics, Springer;European Society for Population Economics, vol. 17(2), pages 351-367, 06.
- Daiji Kawaguchi, 2002. "Peer Effects on Substance Use among American Teenagers," ISER Discussion Paper 0567, Institute of Social and Economic Research, Osaka University.
- Veblen, Thorstein, 1899. "The Theory of the Leisure Class," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number veblen1899.
- Esther Duflo & Emmanuel Saez, 2003. "The role of information and social interactions in retirement plan decisions: Evidence from a randomized experiment," Framed Field Experiments 00141, The Field Experiments Website.
- Kent Smetters & Jennifer Gravelle, 2001. "The Exchange Theory of Teenage Smoking and the Counterproductiveness of Moderate Regulation," NBER Working Papers 8262, National Bureau of Economic Research, Inc.
- Bruce Sacerdote, 2001. "Peer Effects with Random Assignment: Results for Dartmouth Roommates," The Quarterly Journal of Economics, Oxford University Press, vol. 116(2), pages 681-704.
- Bruce Sacerdote, 2000. "Peer Effects with Random Assignment: Results for Dartmouth Roommates," NBER Working Papers 7469, National Bureau of Economic Research, Inc.
- Stern, Steven, 1992. "A Method for Smoothing Simulated Moments of Discrete Probabilities in Multinomial Probit Models," Econometrica, Econometric Society, vol. 60(4), pages 943-952, July.
- Vives, Xavier, 1990. "Nash equilibrium with strategic complementarities," Journal of Mathematical Economics, Elsevier, vol. 19(3), pages 305-321.
- Vives, X., 1988. "Nash Equilibrium With Strategic Complementarities," UFAE and IAE Working Papers 107-88, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
- Brian Krauth, 2006. "Social interactions in small groups," Canadian Journal of Economics, Canadian Economics Association, vol. 39(2), pages 414-433, May.
- Jonathan Gruber, 2001. "Introduction to "Risky Behavior among Youths: An Economic Analysis"," NBER Chapters,in: Risky Behavior among Youths: An Economic Analysis, pages 1-28 National Bureau of Economic Research, Inc.
- Peter Kooreman, 2007. "Time, money, peers, and parents; some data and theories on teenage behavior," Journal of Population Economics, Springer;European Society for Population Economics, vol. 20(1), pages 9-33, February.
- Kooreman, Peter, 2003. "Time, Money, Peers, and Parents: Some Data and Theories on Teenage Behavior," IZA Discussion Papers 931, Institute for the Study of Labor (IZA).
- Jonathan Gruber, 2001. "Risky Behavior among Youths: An Economic Analysis," NBER Books, National Bureau of Economic Research, Inc, number grub01-1.
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