IDEAS home Printed from https://ideas.repec.org/a/eee/joepsy/v30y2009i4p608-621.html
   My bibliography  Save this article

Interdependency among addictive behaviours and time/risk preferences: Discrete choice model analysis of smoking, drinking, and gambling

Author

Listed:
  • Ida, Takanori
  • Goto, Rei

Abstract

This paper simultaneously measures the rate of time preference and the coefficient of risk aversion, as well as investigates the interdependencies of four addictive behaviours: smoking, drinking, pachinko (a popular Japanese form of pinball gambling), and horse betting among a sample of the Japanese population. We reach two main conclusions. First, there are significant interdependencies among the four addictive behaviours, in particular between smoking and drinking and between gambling on pachinko and the horses. Second, we conclude that the higher the time preference rate and the lower the risk aversion coefficient becomes, the more likely individuals smoke, drink frequently, and gamble on pachinko and the horses.

Suggested Citation

  • Ida, Takanori & Goto, Rei, 2009. "Interdependency among addictive behaviours and time/risk preferences: Discrete choice model analysis of smoking, drinking, and gambling," Journal of Economic Psychology, Elsevier, vol. 30(4), pages 608-621, August.
  • Handle: RePEc:eee:joepsy:v:30:y:2009:i:4:p:608-621
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167-4870(09)00040-3
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Keren, Gideon & Roelofsma, Peter, 1995. "Immediacy and Certainty in Intertemporal Choice," Organizational Behavior and Human Decision Processes, Elsevier, vol. 63(3), pages 287-297, September.
    2. Arie Kapteyn & Federica Teppa, 2003. "Hypothetical Intertemporal Consumption Choices," Economic Journal, Royal Economic Society, vol. 113(486), pages 140-152, March.
    3. Fishburn, Peter C & Rubinstein, Ariel, 1982. "Time Preference," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 23(3), pages 677-694, October.
    4. Brownstone, David & Train, Kenneth, 1998. "Forecasting new product penetration with flexible substitution patterns," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 109-129, November.
    5. Takahiro Tsuge & Atsuo Kishimoto & Kenji Takeuchi, 2005. "A Choice Experiment Approach to the Valuation of Mortality," Journal of Risk and Uncertainty, Springer, vol. 31(1), pages 73-95, July.
    6. Jonathan C. Brooks & A. Colin Cameron & Colin A. Carter, 1998. "Political Action Committee Contributions and U.S. Congressional Voting on Sugar Legislation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(3), pages 441-454.
    7. George Messinis, 1999. "Habit Formation and the Theory of Addiction," Journal of Economic Surveys, Wiley Blackwell, vol. 13(4), pages 417-442, September.
    8. William N. Evans & Robert M. Schwab, 1995. "Finishing High School and Starting College: Do Catholic Schools Make a Difference?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 941-974.
    9. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    10. 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.
    11. Bhat, Chandra R., 2001. "Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model," Transportation Research Part B: Methodological, Elsevier, vol. 35(7), pages 677-693, August.
    12. Kan, Kamhon, 2007. "Cigarette smoking and self-control," Journal of Health Economics, Elsevier, vol. 26(1), pages 61-81, January.
    13. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, January.
    14. William N. Evans & Wallace E. Oates & Robert M. Schwab & William N. Evans & Wallace E. Oates & Robert M. Schwab, 2004. "Measuring Peer Group Effects: A Study of Teenage Behavior," Chapters, in: Environmental Policy and Fiscal Federalism, chapter 13, pages 232-257, Edward Elgar Publishing.
    15. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    16. David Revelt & Kenneth Train, 1998. "Mixed Logit With Repeated Choices: Households' Choices Of Appliance Efficiency Level," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 647-657, November.
    17. Murphy, Kevin M & Topel, Robert H, 2002. "Estimation and Inference in Two-Step Econometric Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 88-97, January.
    18. Vital Anderhub & Werner Güth & Uri Gneezy & Doron Sonsino, 2001. "On the Interaction of Risk and Time Preferences: An Experimental Study," German Economic Review, Verein für Socialpolitik, vol. 2(3), pages 239-253, August.
    19. DiClemente, Diane F. & Hantula, Donald A., 2003. "Applied behavioral economics and consumer choice," Journal of Economic Psychology, Elsevier, vol. 24(5), pages 589-602, October.
    20. Orphanides, Athanasios & Zervos, David, 1995. "Rational Addiction with Learning and Regret," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 739-758, August.
    21. Winston, Gordon C., 1980. "Addiction and backsliding : A theory of compulsive consumption," Journal of Economic Behavior & Organization, Elsevier, vol. 1(4), pages 295-324, December.
    22. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304.
    23. Akerlof, George A, 1991. "Procrastination and Obedience," American Economic Review, American Economic Association, vol. 81(2), pages 1-19, May.
    24. Messinis, George, 1999. "Habit Formation and the Theory of Addiction," Journal of Economic Surveys, Wiley Blackwell, vol. 13(4), pages 417-442, September.
    25. Donkers, Bas & van Soest, Arthur, 1999. "Subjective measures of household preferences and financial decisions," Journal of Economic Psychology, Elsevier, vol. 20(6), pages 613-642, December.
    26. Saul Pleeter & John T. Warner, 2001. "The Personal Discount Rate: Evidence from Military Downsizing Programs," American Economic Review, American Economic Association, vol. 91(1), pages 33-53, March.
    27. Orphanides, Athanasios & Zervos, David, 1998. "Myopia and Addictive Behaviour," Economic Journal, Royal Economic Society, vol. 108(446), pages 75-91, January.
    28. 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.
    29. Robert B. Barsky & F. Thomas Juster & Miles S. Kimball & Matthew D. Shapiro, 1997. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 537-579.
    30. Peter D Sozou, 2003. "On Hyperbolic Discounting and Uncertain Hazard Rates," Levine's Working Paper Archive 618897000000000775, David K. Levine.
    31. Nelson, Forrest & Olson, Lawrence, 1978. "Specification and Estimation of a Simultaneous-Equation Model with Limited Dependent Variables," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(3), pages 695-709, October.
    32. 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.
    33. Paul A. Samuelson, 1937. "A Note on Measurement of Utility," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 4(2), pages 155-161.
    34. Rachlin, Howard & Siegel, Eric, 1994. "Temporal Patterning in Probabilistic Choice," Organizational Behavior and Human Decision Processes, Elsevier, vol. 59(2), pages 161-176, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Eiji Yamamura, 2014. "Smokers’ Sexual Behavior and Their Satisfaction with Family Life," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(3), pages 1229-1247, September.
    2. Bhagyashree Katare & Hyejin Yim & Anne Byrne & H. Holly Wang & Michael Wetzstein, 2023. "Consumer willingness to pay for environmentally sustainable meat and a plant‐based meat substitute," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 45(1), pages 145-163, March.
    3. Buchmueller, Thomas C. & Johar, Meliyanni, 2015. "Obesity and health expenditures: Evidence from Australia," Economics & Human Biology, Elsevier, vol. 17(C), pages 42-58.
    4. Schildberg-Hörisch, Hannah & Deckers, Thomas & Falk, Armin & Kosse, Fabian, 2014. "How Does Socio-Economic Status Shape a Child's Personality?," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100285, Verein für Socialpolitik / German Economic Association.
    5. Tatiana Kossova & Elena Kossova & Maria Sheluntcova, 2017. "Alcohol consumption and individual time preferences of Russians," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 64(1), pages 47-85, March.
    6. Lydia Lawless & Andreas Drichoutis & Rodolfo Nayga, 2013. "Time preferences and health behaviour: a review," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 1(1), pages 1-19, December.
    7. Armin Falk & Fabian Kosse & Pia Pinger & Hannah Schildberg-Hörisch & Thomas Deckers, 2021. "Socioeconomic Status and Inequalities in Children’s IQ and Economic Preferences," Journal of Political Economy, University of Chicago Press, vol. 129(9), pages 2504-2545.
    8. Liebenehm, Sabine & Waibel, Hermann, 2012. "Simultaneous estimation of risk and time preferences among small-scale cattle farmers in West Africa," Hannover Economic Papers (HEP) dp-501, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    9. Sarah Brown & Andy Dickerson & Jolian McHardy & Karl Taylor, 2010. "Gambling and the use of credit: an individual and household level analysis," Working Papers 2010005, The University of Sheffield, Department of Economics, revised Feb 2010.
    10. Kossova, Tatiana (Коссова, Татьяна) & Kossova, Elena (Коссова, Елена) & Sheluntsova, Maria (Шелунцова, Мария), 2014. "A healthy lifestyle and individual intertemporal preferences of Russia [Здоровый Образ Жизни И Индивидуальные Межвременные Предпочтения Жителей России]," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 5, pages 172-190, October.
    11. Kossova, Tatiana & Kossova, Elena & Sheluntcova, Maria, 2018. "Anti-smoking policy in Russia: Relevant factors and program planning," Evaluation and Program Planning, Elsevier, vol. 69(C), pages 43-52.
    12. Sarah Brown & Andrew Dickerson & Jolian McHardy & Karl Taylor, 2012. "Gambling and credit: an individual and household level analysis for the UK," Applied Economics, Taylor & Francis Journals, vol. 44(35), pages 4639-4650, December.
    13. Armin Falk & Fabian Kosse, 2016. "Early Childhood Environment, Breastfeeding and the Formation of Preferences," SOEPpapers on Multidisciplinary Panel Data Research 882, DIW Berlin, The German Socio-Economic Panel (SOEP).
    14. Yamamura, Eiji, 2014. "Time preference and perceptions about government spending and tax: Smokers’ dependence on government support," MPRA Paper 55659, University Library of Munich, Germany.
    15. Basar, Dilek & Soytas, Mehmet A., 2018. "Can heterogeneity in reporting behavior explain the gender gap in self-assessed health status?," Economics Discussion Papers 2018-25, Kiel Institute for the World Economy (IfW Kiel).
    16. Tatiana Kossova & Elena Kossova & Maria Sheluntcova, 2013. "Estimating the relationship between rate of time preferences and healthy lifestyle in Russia," HSE Working papers WP BRP 45/EC/2013, National Research University Higher School of Economics.
    17. De Marchi, Elisa & Caputo, Vincenzina & Nayga, Rodolfo M. & Banterle, Alessandro, 2016. "Time preferences and food choices: Evidence from a choice experiment," Food Policy, Elsevier, vol. 62(C), pages 99-109.
    18. Lampi, Elina & Nordblom, Katarina, 2009. "Gender and birth-order differences in time and risk preferences and decisions," Working Papers in Economics 388, University of Gothenburg, Department of Economics, revised 30 Jun 2011.
    19. Junta Takahashi & Hisashi Kawai & Hiroyuki Suzuki & Yoshinori Fujiwara & Yutaka Watanabe & Hirohiko Hirano & Hunkyung Kim & Kazushige Ihara & Kaori Ishii & Koichiro Oka & Shuichi Obuchi, 2020. "Reliability and Validity of the Activity Diversity Questionnaire for Older Adults in Japan," IJERPH, MDPI, vol. 17(7), pages 1-9, March.
    20. Oleson, Kirsten L.L. & Barnes, Michele & Brander, Luke M. & Oliver, Thomas A. & van Beek, Ingrid & Zafindrasilivonona, Bienvenue & van Beukering, Pieter, 2015. "Cultural bequest values for ecosystem service flows among indigenous fishers: A discrete choice experiment validated with mixed methods," Ecological Economics, Elsevier, vol. 114(C), pages 104-116.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ida, Takanori & Goto, Rei & Takahashi, Yuko & Nishimura, Shuzo, 2011. "Can economic-psychological parameters predict successful smoking cessation?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(3), pages 285-295, May.
    2. Takanori Ida, 2012. "Impatience and Immediacy: A Quasi-Hyperbolic Discounting Approach to Smoking Behavior," Discussion papers e-11-010, Graduate School of Economics Project Center, Kyoto University.
    3. 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.
    4. Haghani, Milad & Bliemer, Michiel C.J. & Hensher, David A., 2021. "The landscape of econometric discrete choice modelling research," Journal of choice modelling, Elsevier, vol. 40(C).
    5. de La Bruslerie, Hubert & Pratlong, Florent, 2012. "La valeur psychologique du temps : une synthèse de la littérature," L'Actualité Economique, Société Canadienne de Science Economique, vol. 88(3), pages 361-400, Septembre.
    6. Jacobs Martin, 2016. "Accounting for Changing Tastes: Approaches to Explaining Unstable Individual Preferences," Review of Economics, De Gruyter, vol. 67(2), pages 121-183, August.
    7. Ida, Takanori & Takemura, Kosuke & Sato, Masayuki, 2015. "Inner conflict between nuclear power generation and electricity rates: A Japanese case study," Energy Economics, Elsevier, vol. 48(C), pages 61-69.
    8. Luc Arrondel & André Masson & Daniel Verger, 2004. "De la théorie à une enquête méthodologique originale," Économie et Statistique, Programme National Persée, vol. 374(1), pages 21-51.
    9. Richard G. Newell & Juha Siikamäki, 2014. "Nudging Energy Efficiency Behavior: The Role of Information Labels," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 1(4), pages 555-598.
    10. Tanaka, Makoto & Ida, Takanori & Murakami, Kayo & Friedman, Lee, 2014. "Consumers’ willingness to pay for alternative fuel vehicles: A comparative discrete choice analysis between the US and Japan," Transportation Research Part A: Policy and Practice, Elsevier, vol. 70(C), pages 194-209.
    11. Takanori Ida & Kayo Murakami & Makoto Tanaka, 2012. "Keys to Smart Home Diffusion: A Stated Preference Analysis of Smart Meters, Photovoltaic Generation, and Electric/Hybrid Vehicles," Discussion papers e-11-011, Graduate School of Economics Project Center, Kyoto University.
    12. David Hensher & William Greene, 2003. "The Mixed Logit model: The state of practice," Transportation, Springer, vol. 30(2), pages 133-176, May.
    13. Paleti, Rajesh, 2018. "Generalized multinomial probit Model: Accommodating constrained random parameters," Transportation Research Part B: Methodological, Elsevier, vol. 118(C), pages 248-262.
    14. Madeleine King & Rosalie Viney & Ishrat Hossain & David Smith & Sandra Fowler & Elizabeth Savage & Bruce Armstrong, 2006. "Men?s preferences for treatment of early stage prostate cancer: Results from a discrete choice experiment, CHERE Working Paper 2006/14," Working Papers 2006/14, CHERE, University of Technology, Sydney.
    15. Takanori Ida, 2014. "A quasi-hyperbolic discounting approach to smoking behavior," Health Economics Review, Springer, vol. 4(1), pages 1-11, December.
    16. Paola Manzini & Marco Mariotti, 2007. "Choice over Time," Working Papers 605, Queen Mary University of London, School of Economics and Finance.
    17. Helen Scarborough & Jeff Bennett, 2012. "Cost–Benefit Analysis and Distributional Preferences," Books, Edward Elgar Publishing, number 14376.
    18. Rose, John M. & Hensher, David A. & Caussade, Sebastian & Ortúzar, Juan de Dios & Jou, Rong-Chang, 2009. "Identifying differences in willingness to pay due to dimensionality in stated choice experiments: a cross country analysis," Journal of Transport Geography, Elsevier, vol. 17(1), pages 21-29.
    19. Campbell, Danny, 2007. "Combining mixed logit models and random effects models to identify the determinants of willingness to pay for rural landscape improvements," 81st Annual Conference, April 2-4, 2007, Reading University, UK 7975, Agricultural Economics Society.
    20. Hall, Jane & Fiebig, Denzil G. & King, Madeleine T. & Hossain, Ishrat & Louviere, Jordan J., 2006. "What influences participation in genetic carrier testing?: Results from a discrete choice experiment," Journal of Health Economics, Elsevier, vol. 25(3), pages 520-537, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:joepsy:v:30:y:2009:i:4:p:608-621. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/joep .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.