The effect of smoking on health using a sequential self-selection model
AbstractWe estimate a structural model of individual smoking behaviour emphasizing the role of individual risk belief on smoking choices. Our model consists of five equations: two selection equations for initiation and cessation decisions, and three switching outcome regressions for nonsmokers, ex-smokers, and current smokers. The presence of significant self-selectivity implies that the health effects of smoking based on sample proportions do not correctly indicate the true risk of cigarette smoking. Further, our evidence suggests that the self-selection in the cessation decision, but not in the initiation decision, is consistent with economic rationality. We estimate the model by full information maximum likelihood (FIML) with starting values from heteroskedasticity corrected Heckman-Lee two-step method using newly released Health and Retirement Study (HRS) data. Copyright © 2000 John Wiley & Sons, Ltd.
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Bibliographic InfoArticle provided by John Wiley & Sons, Ltd. in its journal Health Economics.
Volume (Year): 9 (2000)
Issue (Month): 6 ()
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Web page: http://www3.interscience.wiley.com/cgi-bin/jhome/5749
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- Gourieroux, Christian & Monfort, Alain & Renault, Eric & Trognon, Alain, 1987. "Generalised residuals," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 5-32.
- Koop, Gary & Poirier, Dale J., 1997. "Learning about the across-regime correlation in switching regression models," Journal of Econometrics, Elsevier, vol. 78(2), pages 217-227, June.
- Viscusi, W Kip, 1991. "Age Variations in Risk Perceptions and Smoking Decisions," The Review of Economics and Statistics, MIT Press, vol. 73(4), pages 577-88, November.
- Gary S. Becker & Kevin M. Murphy, 1986.
"A Theory of Rational Addiction,"
University of Chicago - George G. Stigler Center for Study of Economy and State
41, Chicago - Center for Study of Economy and State.
- Nelson, Forrest D., 1984. "Efficiency of the two-step estimator for models with endogenous sample selection," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 181-196.
- Athanasios Orphanides & David Zervos, 1992.
"Rational addiction with learning and regret,"
Finance and Economics Discussion Series
216, Board of Governors of the Federal Reserve System (U.S.).
- Jones, Andrew M., 1996. "Smoking cessation and health: A response," Journal of Health Economics, Elsevier, vol. 15(6), pages 755-759, December.
- Leung, Siu Fai & Yu, Shihti, 1996.
"On the choice between sample selection and two-part models,"
Journal of Econometrics,
Elsevier, vol. 72(1-2), pages 197-229.
- Leung, S.F. & Yu, S., 1992. "On the Choice Between Sample Selection and Two-Part Models," RCER Working Papers 337, University of Rochester - Center for Economic Research (RCER).
- Smith, Richard J & Blundell, Richard W, 1986. "An Exogeneity Test for a Simultaneous Equation Tobit Model with an Application to Labor Supply," Econometrica, Econometric Society, vol. 54(3), pages 679-85, May.
- Contoyannis, Paul & Forster, Martin, 1999.
"The distribution of health and income: a theoretical framework,"
Journal of Health Economics,
Elsevier, vol. 18(5), pages 603-620, October.
- Paul Contoyannis & Martin Forster, . "The Distribution of Health and Income: A Theoretical Framework," Discussion Papers 98/22, Department of Economics, University of York.
- Lahiri, Kajal & Song, Jae G., 1999. "Testing for normality in a probit model with double selection," Economics Letters, Elsevier, vol. 65(1), pages 33-39, October.
- Pagan, Adrian & Vella, Frank, 1989. "Diagnostic Tests for Models Based on Individual Data: A Survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(S), pages S29-59, Supplemen.
- Vella, Frank, 1988. "Generating conditional expectations from models with selectivity bias," Economics Letters, Elsevier, vol. 28(1), pages 97-103.
- Shmueli, Amir, 1996. "Smoking cessation and health: A comment," Journal of Health Economics, Elsevier, vol. 15(6), pages 751-754, December.
- Viscusi, W Kip, 1990. "Do Smokers Underestimate Risks?," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1253-69, December.
- Vella, Francis, 1993.
"A Simple Estimator for Simultaneous Models with Censored Endogenous Regressors,"
International Economic Review,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 34(2), pages 441-57, May.
- Vella, F., 1989. "A Simple Estimator For Simultaneous Models With Censored Endogenous Regressors," RCER Working Papers 199, University of Rochester - Center for Economic Research (RCER).
- Sattinger, Michael, 1978. "Comparative Advantage in Individuals," The Review of Economics and Statistics, MIT Press, vol. 60(2), pages 259-67, May.
- Fishe, Raymond P. H. & Trost, R. P. & Lurie, Philip M., 1981. "Labor force earnings and college choice of young women: An examination of selectivity bias and comparative advantage," Economics of Education Review, Elsevier, vol. 1(2), pages 169-191, April.
- Barsky, Robert B, et al, 1997. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study," The Quarterly Journal of Economics, MIT Press, vol. 112(2), pages 537-79, May.
- Goffe, William L. & Ferrier, Gary D. & Rogers, John, 1994. "Global optimization of statistical functions with simulated annealing," Journal of Econometrics, Elsevier, vol. 60(1-2), pages 65-99.
- Jones, Andrew M., 1994. "Health, addiction, social interaction and the decision to quit smoking," Journal of Health Economics, Elsevier, vol. 13(1), pages 93-110, March.
- Grignon, Michel, 2009. "An empirical investigation of heterogeneity in time preferences and smoking behaviors," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(5), pages 739-751, October.
- R. Brau & M. Lippi Bruni & AM. Pinna, 2004. "Public vs private demand for covering long term care expenditures," Working Paper CRENoS 200408, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
- Vadean, Florin & Piracha, Matloob, 2009.
"Circular Migration or Permanent Return: What Determines Different Forms of Migration?,"
IZA Discussion Papers
4287, Institute for the Study of Labor (IZA).
- Florin P. Vadean & Matloob Piracha, 2009. "Circular Migration or Permanent Return: What Determines Different Forms of Migration?," Studies in Economics 0912, Department of Economics, University of Kent.
- Matloob Piracha & Massimiliano Tani & Florin Vadean, 2011.
"Immigrant Over- and Under-education: The Role of Home Country Labour Market Experience,"
Studies in Economics
1105, Department of Economics, University of Kent.
- Matloob Piracha & Massimiliano Tani & Florin Vadean, 2012. "Immigrant over- and under-education: the role of home country labour market experience," IZA Journal of Migration, Springer, vol. 1(1), pages 1-21, December.
- Piracha, Matloob & Tani, Massimiliano & Vadean, Florin, 2010. "Immigrant Over- and Under-education: The Role of Home Country Labour Market Experience," IZA Discussion Papers 5302, Institute for the Study of Labor (IZA).
- Matloob Piracha & Massimiliano Tani & Florin Vadean, 2010. "Immigrant Over- and Under-education: The Role of Home Country Labour Market Experience," CEIS Research Paper 175, Tor Vergata University, CEIS, revised 09 Dec 2010.
- Mir M. Ali, 2012. "Social Learning Theory, Cigarette Taxes and Adolescent Smoking Behavior," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 232(6), pages 633-651, November.
- Lisa R. Anderson & Jennifer M. Mellor, 2007.
"Predicting Health Behaviors with an Experimental Measure of Risk Preference,"
59, Department of Economics, College of William and Mary.
- Anderson, Lisa R. & Mellor, Jennifer M., 2008. "Predicting health behaviors with an experimental measure of risk preference," Journal of Health Economics, Elsevier, vol. 27(5), pages 1260-1274, September.
- Lokshin, Mikhail & Sajaia, Zurab, 2007. "The Economic Cost of Smoking: Differences in Wages between Smokers and Non-smokers in Russia," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 6(2), pages 60-80.
- Coulson, N. Edward & Li, Herman, 2013. "Measuring the external benefits of homeownership," Journal of Urban Economics, Elsevier, vol. 77(C), pages 57-67.
- Lisa Anderson & Jennifer Mellor, 2009.
"Are risk preferences stable? Comparing an experimental measure with a validated survey-based measure,"
Journal of Risk and Uncertainty,
Springer, vol. 39(2), pages 137-160, October.
- Lisa R. Anderson & Jennifer M. Mellor, 2008. "Are Risk Preferences Stable? Comparing an Experimental Measure with a Validated Survey-Based Measure," Working Papers 74, Department of Economics, College of William and Mary.
- Julie Hotchkiss & M. Melinda Pitts, 2005. "Female labour force intermittency and current earnings: switching regression model with unknown sample selection," Applied Economics, Taylor & Francis Journals, vol. 37(5), pages 545-560.
- Silvia Balia & Andrew M. Jones, 2007. "Unravelling the influence of smoking initiation and cessation on premature mortality using a common latent factor model," Health, Econometrics and Data Group (HEDG) Working Papers 07/06, HEDG, c/o Department of Economics, University of York.
- Julie L. Hotchkiss & M. Melinda Pitts, 2003. "Female labor force intermittency and current earnings: a switching regression model with unknown sample selection," Working Paper 2003-33, Federal Reserve Bank of Atlanta.
- Jeffrey E. Harris & Beatriz Lopez-Valcarcel, 2004. "Asymmetric Social Interaction in Economics: Cigarette Smoking Among Young People in the United States, 1992-1999," NBER Working Papers 10409, National Bureau of Economic Research, Inc.
- Takeshima, Hiroyuki & Winter-Nelson, Alex, 2010. "Sales location and supply response among semisubsistence farmers in Benin," IFPRI discussion papers 999, International Food Policy Research Institute (IFPRI).
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