IDEAS home Printed from https://ideas.repec.org/a/taf/applec/v37y2005i16p1839-1849.html
   My bibliography  Save this article

Zero observations and gender differences in cigarette consumption

Author

Listed:
  • Steven Yen

Abstract

Censoring mechanisms and gender differences are investigated for cigarette consumption by individuals in the USA. The Gaussian single-hurdle model is proposed which generalizes the specifications of Cragg (1971) and Heckman (1979) and allows examination of the empirical relevance of the two censoring mechanisms in the existing double-hurdle model. The proposed model performs better than Cragg's and Heckman's models but not as well as the double-hurdle model and also produces different elasticity estimates. The hypothesis of equal consumption parameters is rejected and demand elasticities found to differ between men and women. Income does not play a role and age has conflicting effects on the probability and level of cigarette smoking. Older individuals are less likely to smoke but, conditional on smoking, consume more cigarettes than their younger counterparts. Education has negative effects on the probability and level of smoking and can be an effective tool to curtail cigarette smoking.

Suggested Citation

  • Steven Yen, 2005. "Zero observations and gender differences in cigarette consumption," Applied Economics, Taylor & Francis Journals, vol. 37(16), pages 1839-1849.
    • Handle: RePEc:taf:applec:v:37:y:2005:i:16:p:1839-1849
    DOI: 10.1080/00036840500214322
    as

    Download full text from publisher

    File URL: http://www.tandfonline.com/doi/abs/10.1080/00036840500214322
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1080/00036840500214322?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    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. Labeaga, Jose M., 1999. "A double-hurdle rational addiction model with heterogeneity: Estimating the demand for tobacco," Journal of Econometrics, Elsevier, vol. 93(1), pages 49-72, November.
    2. Chaloupka, Frank, 1991. "Rational Addictive Behavior and Cigarette Smoking," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 722-742, August.
    3. James Tobin, 1956. "Estimation of Relationships for Limited Dependent Variables," Cowles Foundation Discussion Papers 3R, Cowles Foundation for Research in Economics, Yale University.
    4. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    5. Andrew M Jones, 1995. "A microeconometric analysis of smoking in the UK health and lifestyle survey," Working Papers 139chedp, Centre for Health Economics, University of York.
    6. Fry, Vanessa & Pashardes, Panos, 1994. "Abstention and Aggregation in Consumer Demand: Zero Tobacco Expenditures," Oxford Economic Papers, Oxford University Press, vol. 46(3), pages 502-518, July.
    7. 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.
    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. Mathias Sinning, 2011. "Determinants of savings and remittances: empirical evidence from immigrants to Germany," Review of Economics of the Household, Springer, vol. 9(1), pages 45-67, March.
    2. Thomas Bauer & Silja Göhlmann & Mathias Sinning, 2007. "Gender differences in smoking behavior," Health Economics, John Wiley & Sons, Ltd., vol. 16(9), pages 895-909, September.
    3. Frank Crowley & John Eakins & Declan Jordan, 2012. "Participation,Expenditure and Regressivity in the Irish Lottery:Evidence from Irish Household Budget Survey 2004/2005," The Economic and Social Review, Economic and Social Studies, vol. 43(2), pages 199-225.
    4. Xiaohua Yu & David Abler, 2010. "Interactions between cigarette and alcohol consumption in rural China," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(2), pages 151-160, April.
    5. Andrew Tan & Steven Yen & Rodolfo Nayga, 2009. "The Demand for Vices in Malaysia: An Ethnic Comparison Using Household Expenditure Data," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 37(4), pages 367-382, December.
    6. Luca Pieroni & Giacomo Muzi & Augusto Quercia & Donatella Lanari & Carmen Rundo & Liliana Minelli & Luca Salmasi & Marco Dell'Omo, 2015. "Estimating the Smoking Ban Effects on Smoking Prevalence, Quitting and Cigarette Consumption in a Population Study of Apprentices in Italy," IJERPH, MDPI, vol. 12(8), pages 1-13, August.
    7. O'Donoghue, Cathal & Doorley, Karina & Sologon, Denisa Maria, 2024. "Gender Difference in Household Consumption: Some Convergence over Three Decades," IZA Discussion Papers 16852, Institute of Labor Economics (IZA).
    8. David Aristei & Luca Pieroni, 2008. "A double-hurdle approach to modelling tobacco consumption in Italy," Applied Economics, Taylor & Francis Journals, vol. 40(19), pages 2463-2476.
    9. Glenn P. Jenkins & Hope Amala Anyabolu & Pejman Bahramian, 2019. "Family decision-making for educational expenditure: new evidence from survey data for Nigeria," Applied Economics, Taylor & Francis Journals, vol. 51(52), pages 5663-5673, November.
    10. Sologon, Denisa Maria & Doorley, Karina & O'Donoghue, Cathal & Peluso, Eugenio, 2024. "The Gendered Nature of the Cost-of-Living Crisis in Europe," IZA Discussion Papers 16820, Institute of Labor Economics (IZA).
    11. Nomsa Y. Nkomo & Beatrice D. Simo-Kengne & Mduduzi Biyase, 2021. "The impact of mental health behaviour on tobacco consumption in South Africa," Economic Development and Well-being Research Group Working Paper Series edwrg-02-2021, University of Johannesburg, College of Business and Economics, revised 2021.
    12. Feng Zhang & Chung L. Huang & Biing-Hwan Lin & James E. Epperson, 2008. "Modeling fresh organic produce consumption with scanner data: a generalized double hurdle model approach," Agribusiness, John Wiley & Sons, Ltd., vol. 24(4), pages 510-522.
    13. Rodríguez-Planas, Núria & Sanz-de-Galdeano, Anna, 2016. "Social Norms and Teenage Smoking: The Dark Side of Gender Equality," IZA Discussion Papers 10134, Institute of Labor Economics (IZA).
    14. Lundborg, Petter & Andersson, Henrik, 2008. "Gender, risk perceptions, and smoking behavior," Journal of Health Economics, Elsevier, vol. 27(5), pages 1299-1311, September.
    15. Bilgic, Abdulbaki & Florkowski, Wojciech J. & Yen, Steven T. & Akbay, Cuma, 2013. "Tobacco spending patterns and their health-related implications in Turkey," Journal of Policy Modeling, Elsevier, vol. 35(1), pages 1-15.
    16. Andrew K.G. Tan & Steven T. Yen & Rodolfo M. Nayga, Jr., 2009. "Role of Education in Cigarette Smoking: An Analysis of Malaysian Household Survey Data," Asian Economic Journal, East Asian Economic Association, vol. 23(1), pages 1-17, March.
    17. Kilic, Dilek & Ozturk, Selcen, 2014. "Gender differences in cigarette consumption in Turkey: Evidence from the Global Adult Tobacco Survey," Health Policy, Elsevier, vol. 114(2), pages 207-214.
    18. Yanjun Ren & Bente Castro Campos & Jens-Peter Loy, 2020. "Drink and smoke; drink or smoke? The interdependence between alcohol and cigarette consumption for men in China," Empirical Economics, Springer, vol. 58(3), pages 921-955, March.
    19. Adem Aksoy & Abdulbaki Bilgic & Steven T. Yen & Faruk Urak, 2019. "Determinants of Household Alcohol and Tobacco Expenditures in Turkey," Journal of Family and Economic Issues, Springer, vol. 40(4), pages 609-622, December.
    20. Emine Coruh & Faruk Urak & Abdulbaki Bilgic & Steven T. Yen, 2022. "The role of household demographic factors in shaping transportation spending in Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 3485-3517, March.
    21. Ren, Yanjun & Castro Campos, Bente & Loy, Jens-Peter & Wang, Xiaobing, 2020. "Start Smoking Earlier, Smoke More: Does Education Matter?," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304237, Agricultural and Applied Economics Association.
    22. Egemen İPEK, 2019. "An Empirical Study on Alcohol Participation and Consumption Decision in Turkey," Sosyoekonomi Journal, Sosyoekonomi Society, issue 27(41).
    23. Cihat Günden & Abdulbaki Bilgic & Bülent Miran & Bahri Karli, 2011. "A censored system of demand analysis to unpacked and prepackaged milk consumption in Turkey," Quality & Quantity: International Journal of Methodology, Springer, vol. 45(6), pages 1273-1290, October.

    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. repec:zbw:rwirep:0064 is not listed on IDEAS
    2. David Aristei & Luca Pieroni, 2008. "A double-hurdle approach to modelling tobacco consumption in Italy," Applied Economics, Taylor & Francis Journals, vol. 40(19), pages 2463-2476.
    3. David Aristei & Luca Pieroni, 2009. "Addiction, social interactions and gender differences in cigarette consumption," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 36(3), pages 245-272, August.
    4. Steven T. Yen & Andrew M. Jones, 1996. "Individual cigarette consumption and addiction: A flexible limited dependent variable approach," Health Economics, John Wiley & Sons, Ltd., vol. 5(2), pages 105-117, March.
    5. David Aristei & Luca Pieroni, 2010. "Habits, Complementarities and Heterogeneity in Alcohol and Tobacco Demand: A Multivariate Dynamic Model," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(4), pages 428-457, August.
    6. Göhlmann, Silja & Schmidt, Christoph M., 2008. "Smoking in Germany: Stylized Facts, Behavioral Models, and Health Policy," Ruhr Economic Papers 64, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    7. Silja Göhlmann & Christoph M. Schmidt, 2008. "Smoking in Germany: Stylized Facts, Behavioral Models, and Health Policy," Ruhr Economic Papers 0064, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    8. Abdulbaki Bilgic & Wojciech Florkowski & Cuma Akbay, 2010. "Demand for cigarettes in Turkey: an application of count data models," Empirical Economics, Springer, vol. 39(3), pages 733-765, December.
    9. Collet, Roger & de Lapparent, Matthieu & Hivert, Laurent, 2015. "Are French households car-use addicts? A microeconomic perspective," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 54(C), pages 86-94.
    10. Leonardo Fabio Morales & Penny Gordon-Larsen & David Guilkey, 2014. "Obesity and Health-Related Decisions: An Empirical Model of the Determinants of Weight Status," Borradores de Economia 12171, Banco de la Republica.
    11. Michael Grossman, 2022. "The demand for health turns 50: Reflections," Health Economics, John Wiley & Sons, Ltd., vol. 31(9), pages 1807-1822, September.
    12. Moschion, Julie & Powdthavee, Nattavudh, 2018. "The welfare implications of addictive substances: A longitudinal study of life satisfaction of drug users," Journal of Economic Behavior & Organization, Elsevier, vol. 146(C), pages 206-221.
    13. Jones, A. M. & Laporte, A. & Rice, N. & Zucchelli, E., 2014. "A synthesis of the Grossman and Becker-Murphy models of health and addiction: theoretical and empirical implications," Health, Econometrics and Data Group (HEDG) Working Papers 14/07, HEDG, c/o Department of Economics, University of York.
    14. Egemen İPEK, 2019. "An Empirical Study on Alcohol Participation and Consumption Decision in Turkey," Sosyoekonomi Journal, Sosyoekonomi Society, issue 27(41).
    15. Harris, Mark N. & Zhao, Xueyan, 2007. "A zero-inflated ordered probit model, with an application to modelling tobacco consumption," Journal of Econometrics, Elsevier, vol. 141(2), pages 1073-1099, December.
    16. Morales, Leonardo Fabio & Gordon-Larsen, Penny & Guilkey, David, 2016. "Obesity and health-related decisions: An empirical model of the determinants of weight status across the transition from adolescence to young adulthood," Economics & Human Biology, Elsevier, vol. 23(C), pages 46-62.
    17. Dimitrios Christelis & Anna Sanz-de-Galdeano, 2009. "Smoking Persistence Across Countries: An Analysis Using Semi-Parametric Dynamic Panel Data Models with Selectivity," CSEF Working Papers 236, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    18. Badi H. Baltagi & Ingo Geishecker, 2006. "Rational alcohol addiction: evidence from the Russian longitudinal monitoring survey," Health Economics, John Wiley & Sons, Ltd., vol. 15(9), pages 893-914, September.
    19. Kajal Lahiri & Xian Li, 2020. "Smoking Behavior of Older Adults: A Panel Data Analysis Using HRS," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 18(3), pages 495-523, September.
    20. Labeaga, Jose M., 1999. "A double-hurdle rational addiction model with heterogeneity: Estimating the demand for tobacco," Journal of Econometrics, Elsevier, vol. 93(1), pages 49-72, November.
    21. Auld, M. Christopher & Grootendorst, Paul, 2004. "An empirical analysis of milk addiction," Journal of Health Economics, Elsevier, vol. 23(6), pages 1117-1133, November.

    More about this item

    Statistics

    Access and download statistics

    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:taf:applec:v:37:y:2005:i:16:p:1839-1849. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEC20 .

    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.