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Time Discounting And Smoking Behavior: Evidence From A Panel Survey

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  • Myong‐Il Kang
  • Shinsuke Ikeda

Abstract

By using a panel survey of Japanese adults, we show that smoking behavior is associated with personal time discounting and its biases, such as hyperbolic discounting and the sign effect, in the way that theory predicts: smoking depends positively on the discount rate and the degree of hyperbolic discounting and negatively on the presence of the sign effect. Positive effects of hyperbolic discounting on smoking are salient for naïve people, who are not aware of their self‐control problem. By estimating smoking participation and smokers' cigarette consumption in Cragg's two‐part model, we find that the two smoking decisions depend on different sets of time‐discounting variables. Particularly, smoking participation is affected by being a naïve hyperbolic discounter, whereas the discount rate, the presence of the sign effect, and a hyperbolic discounting proxy constructed from procrastination behavior vis‐à‐vis doing homework assignments affect both types of decision making. The panel data enable us to analyze the over‐time instability of elicited discount rates. The instability is shown to come from measurement errors, rather than preference shocks on time preference. Several evidences indicate that the detected associations between time preferences and smoking behavior are interpersonal one, rather than within‐personal one. Copyright © 2013 John Wiley & Sons, Ltd.

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  • Myong‐Il Kang & Shinsuke Ikeda, 2014. "Time Discounting And Smoking Behavior: Evidence From A Panel Survey," Health Economics, John Wiley & Sons, Ltd., vol. 23(12), pages 1443-1464, December.
  • Handle: RePEc:wly:hlthec:v:23:y:2014:i:12:p:1443-1464
    DOI: 10.1002/hec.2998
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    as
    1. Bardsley, Peter & Olekalns, Nilss, 1999. "Cigarette and Tobacco Consumption: Have Anti-smoking Policies Made a Difference?," The Economic Record, The Economic Society of Australia, vol. 75(230), pages 225-240, September.
    2. Wakai, Katsutoshi, 2011. "Modeling nonmonotone preferences: The case of utility smoothing," Journal of Mathematical Economics, Elsevier, vol. 47(2), pages 213-226, March.
    3. Matthew Rabin & Ted O'Donoghue, 1999. "Doing It Now or Later," American Economic Review, American Economic Association, vol. 89(1), pages 103-124, March.
    4. Stephan Meier & Charles Sprenger, 2010. "Present-Biased Preferences and Credit Card Borrowing," American Economic Journal: Applied Economics, American Economic Association, vol. 2(1), pages 193-210, January.
    5. Kimball, Miles S & Sahm, Claudia R & Shapiro, Matthew D, 2008. "Imputing Risk Tolerance From Survey Responses," Journal of the American Statistical Association, American Statistical Association, vol. 103(483), pages 1028-1038.
    6. Chaloupka, Frank, 1991. "Rational Addictive Behavior and Cigarette Smoking," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 722-742, August.
    7. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    8. 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.
    9. Glenn W. Harrison & Morten I. Lau & Melonie B. Williams, 2002. "Estimating Individual Discount Rates in Denmark: A Field Experiment," American Economic Review, American Economic Association, vol. 92(5), pages 1606-1617, December.
    10. Thaler, Richard, 1981. "Some empirical evidence on dynamic inconsistency," Economics Letters, Elsevier, vol. 8(3), pages 201-207.
    11. Joseph Eisenhauer & Luigi Ventura, 2006. "The prevalence of hyperbolic discounting: some European evidence," Applied Economics, Taylor & Francis Journals, vol. 38(11), pages 1223-1234.
    12. Ida, Takanori, 2010. "Anomaly, impulsivity, and addiction," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 39(2), pages 194-203, April.
    13. Jonathan Gruber & Sendhil Mullainathan, 2006. "Do Cigarette Taxes Make Smokers Happier?," Palgrave Macmillan Books, in: Yew-Kwang Ng & Lok Sang Ho (ed.), Happiness and Public Policy, chapter 6, pages 109-146, Palgrave Macmillan.
    14. Shinsuke Ikeda & Myong-Il Kang, 2011. "Generalized Hyperbolic Discounting, Borrowing Aversion, and Debt Holding," ISER Discussion Paper 0817, Institute of Social and Economic Research, Osaka University, revised Oct 2011.
    15. Junmin Wan, 2006. "Cigarette tax revenues and tobacco control in Japan," Applied Economics, Taylor & Francis Journals, vol. 38(14), pages 1663-1675.
    16. Katsutoshi Wakai, 2008. "A Model of Utility Smoothing," Econometrica, Econometric Society, vol. 76(1), pages 137-153, January.
    17. Becker, Gary S & Grossman, Michael & Murphy, Kevin M, 1994. "An Empirical Analysis of Cigarette Addiction," American Economic Review, American Economic Association, vol. 84(3), pages 396-418, June.
    18. Blondel, Serge & Loheac, Youenn & Rinaudo, Stephane, 2007. "Rationality and drug use: An experimental approach," Journal of Health Economics, Elsevier, vol. 26(3), pages 643-658, May.
    19. Masayo Sato & Yasushi Ohkusa, 2003. "The relationship between smoking initiation and time discount factor, risk aversion and information," Applied Economics Letters, Taylor & Francis Journals, vol. 10(5), pages 287-289, April.
    20. Loewenstein, George, 1987. "Anticipation and the Valuation of Delayed Consumption," Economic Journal, Royal Economic Society, vol. 97(387), pages 666-684, September.
    21. Shane Frederick & George Loewenstein & Ted O'Donoghue, 2002. "Time Discounting and Time Preference: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 351-401, June.
    22. Uri Benzion & Amnon Rapoport & Joseph Yagil, 1989. "Discount Rates Inferred from Decisions: An Experimental Study," Management Science, INFORMS, vol. 35(3), pages 270-284, March.
    23. Frank J. Chaloupka, 1990. "Men, Women, and Addiction: The Case of Cigarette Smoking," NBER Working Papers 3267, National Bureau of Economic Research, Inc.
    24. George Loewenstein & Drazen Prelec, 1992. "Anomalies in Intertemporal Choice: Evidence and an Interpretation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 573-597.
    25. Ikeda, Shinsuke & Kang, Myong-Il & Ohtake, Fumio, 2010. "Hyperbolic discounting, the sign effect, and the body mass index," Journal of Health Economics, Elsevier, vol. 29(2), pages 268-284, March.
    26. Gruber, Jonathan & Koszegi, Botond, 2004. "Tax incidence when individuals are time-inconsistent: the case of cigarette excise taxes," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1959-1987, August.
    27. Keeler, Theodore E. & Hu, Teh-Wei & Barnett, Paul G. & Manning, Williard G., 1993. "Taxation, regulation, and addiction: A demand function for cigarettes based on time-series evidence," Journal of Health Economics, Elsevier, vol. 12(1), pages 1-18, April.
    28. Becker, Gary S & Murphy, Kevin M, 1988. "A Theory of Rational Addiction," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 675-700, August.
    29. Takanori Ida & Rei Goto, 2009. "Simultaneous Measurement Of Time And Risk Preferences: Stated Preference Discrete Choice Modeling Analysis Depending On Smoking Behavior," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(4), pages 1169-1182, November.
    30. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    31. Khwaja, Ahmed & Silverman, Dan & Sloan, Frank, 2007. "Time preference, time discounting, and smoking decisions," Journal of Health Economics, Elsevier, vol. 26(5), pages 927-949, September.
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    3. Mostafa Saidur Rahim Khan & Pongpat Putthinun & Somtip Watanapongvanich & Pattaphol Yuktadatta & Md. Azad Uddin & Yoshihiko Kadoya, 2021. "Do Financial Literacy and Financial Education Influence Smoking Behavior in the United States?," IJERPH, MDPI, vol. 18(5), pages 1-18, March.
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    5. Laurent Denant-Boemont & Enrico Diecidue & Olivier l’Haridon, 2017. "Patience and time consistency in collective decisions," Experimental Economics, Springer;Economic Science Association, vol. 20(1), pages 181-208, March.
    6. Müller, Stephan & Rau, Holger A., 2021. "Economic preferences and compliance in the social stress test of the COVID-19 crisis," Journal of Public Economics, Elsevier, vol. 194(C).
    7. Takagi, Daisuke & Kondo, Naoki & Takada, Misato & Hashimoto, Hideki, 2016. "Educational attainment, time preference, and health-related behaviors: A mediation analysis from the J-SHINE survey," Social Science & Medicine, Elsevier, vol. 153(C), pages 116-122.
    8. Takahiro Miura, 2016. "The association between time preference and smoking behavior: A dynamic panel analysis," Discussion Papers in Economics and Business 16-16, Osaka University, Graduate School of Economics.
    9. Ziebarth Nicolas R., 2018. "Biased Lung Cancer Risk Perceptions: Smokers are Misinformed," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 238(5), pages 395-421, September.
    10. Kang, Myong-Il & Ikeda, Shinsuke, 2016. "Time discounting, present biases, and health-related behaviors: Evidence from Japan," Economics & Human Biology, Elsevier, vol. 21(C), pages 122-136.
    11. Hübler, Philipp, 2017. "Heritability of time preference: Evidence from German twin data," MPRA Paper 77620, University Library of Munich, Germany.
    12. Dawoon Jung & Tushar Bharati & Seungwoo Chin, 2021. "Does Education Affect Time Preference? Evidence from Indonesia," Economic Development and Cultural Change, University of Chicago Press, vol. 69(4), pages 1451-1499.
    13. Cobb-Clark, Deborah A. & Dahmann, Sarah C. & Kamhöfer, Daniel A. & Schildberg-Hörisch, Hannah, 2023. "Self-control and unhealthy body weight: The role of impulsivity and restraint," Economics & Human Biology, Elsevier, vol. 50(C).
    14. Glenn W. Harrison & Andre Hofmeyr & Don Ross & J. Todd Swarthout, 2018. "Risk Preferences, Time Preferences, and Smoking Behavior," Southern Economic Journal, John Wiley & Sons, vol. 85(2), pages 313-348, October.
    15. Tony Beatton & Carly J. Moores & Dipanwita Sarkar & Jayanta Sarkar & Juliana Silva Goncalves & Helen A. Vidgen, 2021. "Do parental preferences predict engagement in child health programs?," Health Economics, John Wiley & Sons, Ltd., vol. 30(11), pages 2686-2700, November.
    16. Philipp Huebler, 2017. "Heritability of time preference: Evidence from German twin data," Discussion Paper Series 334, Universitaet Augsburg, Institute for Economics.
    17. Miura, Takahiro, 2019. "Does time preference affect smoking behavior? A dynamic panel analysis," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 78(C), pages 170-180.
    18. Salvatore Greco & Diego Rago, 2023. "Discounting and Impatience," Papers 2309.14009, arXiv.org.
    19. Cruz Rambaud, Salvador & Ortiz Fernández, Piedad & Parra Oller, Isabel María, 2023. "A systematic review of the main anomalies in intertemporal choice," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 104(C).

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