IDEAS home Printed from https://ideas.repec.org/a/kap/jfamec/v28y2007i1p49-67.html
   My bibliography  Save this article

Does smoking have a causal effect on weight reduction?

Author

Listed:
  • Zhuo Chen
  • Steven Yen
  • David Eastwood

Abstract

This study examines the relationship between smoking and body mass index (BMI) with a simultaneous equations system allowing for censoring and endogeneity of the number of cigarettes smoked, which alleviates simultaneity bias caused by unobserved heterogeneity and expansion bias by censoring in the regressor. The results suggest smoking may not have a strong long-term causal effect on body weight after controlling for the endogeneity. The negative relationship between smoking and BMI reported in the literature is potentially attributable to the aforementioned biases and should be interpreted with caution. The statistical procedure developed can be useful in other applications with a censored endogenous regressor. Copyright Springer Science+Business Media, LLC 2007

Suggested Citation

  • Zhuo Chen & Steven Yen & David Eastwood, 2007. "Does smoking have a causal effect on weight reduction?," Journal of Family and Economic Issues, Springer, vol. 28(1), pages 49-67, March.
    • Handle: RePEc:kap:jfamec:v:28:y:2007:i:1:p:49-67
    DOI: 10.1007/s10834-006-9045-4
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s10834-006-9045-4
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s10834-006-9045-4?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. 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.
    2. Steven T. Yen, 2005. "A Multivariate Sample-Selection Model: Estimating Cigarette and Alcohol Demands with Zero Observations," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 453-466.
    3. Chou, Shin-Yi & Grossman, Michael & Saffer, Henry, 2004. "An economic analysis of adult obesity: results from the Behavioral Risk Factor Surveillance System," Journal of Health Economics, Elsevier, vol. 23(3), pages 565-587, May.
    4. Rodolfo Nayga, 2000. "Schooling, health knowledge and obesity," Applied Economics, Taylor & Francis Journals, vol. 32(7), pages 815-822.
    5. Andrew M. Jones, 2012. "health econometrics," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    6. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
    7. Vivian H. Hamilton & Philip Merrigan & Éric Dufresne, 1997. "Down and out: estimating the relationship between mental health and unemployment," Health Economics, John Wiley & Sons, Ltd., vol. 6(4), pages 397-406, July.
    8. Zhuo Chen & Steven T. Yen & David B. Eastwood, 2005. "Effects of Food Stamp Participation on Body Weight and Obesity," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(5), pages 1167-1173.
    9. Rigobon, Roberto & Stoker, Thomas M., 2004. "Censored Regressors and Expansion Bias," Working papers 4451-03, Massachusetts Institute of Technology (MIT), Sloan School of Management.
    10. Steven Yen, 1999. "Gaussian versus count-data hurdle models: cigarette consumption by women in the US," Applied Economics Letters, Taylor & Francis Journals, vol. 6(2), pages 73-76.
    11. Kan, Kamhon & Tsai, Wei-Der, 2004. "Obesity and risk knowledge," Journal of Health Economics, Elsevier, vol. 23(5), pages 907-934, September.
    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. Gregory Ponthiere, 2011. "Mortality, Family and Lifestyles," Journal of Family and Economic Issues, Springer, vol. 32(2), pages 175-190, June.
    2. Duffy, Patricia A. & Zizza, Claire A. & Zhu, Min & Kinnucan, Henry W. & Tayie, Francis A., 2008. "Food Insecurity, Diet Quality, and Body Weight: Inter-Relationships and the Effect of Smoking and Alcohol Consumption," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6155, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    3. Seong-Hoon Cho & Dayton Lambert & Hyun Kim & Seung Kim, 2009. "Overweight Korean Adolescents and Academic Achievement," Journal of Family and Economic Issues, Springer, vol. 30(2), pages 126-136, June.
    4. Zhuo Chen & Qi Zhang, 2011. "Nutrigenomics Hypothesis: Examining the Association Between Food Stamp Program Participation and Bodyweight Among Low-Income Women," Journal of Family and Economic Issues, Springer, vol. 32(3), pages 508-520, September.
    5. Chung-Ping Loh & Chin-Shyan Chen & Tsai-Ching Liu, 2009. "Multiple Dimensions of Cigarette Smoking and Responsiveness to Cigarette Price Changes in Taiwan," Journal of Family and Economic Issues, Springer, vol. 30(2), pages 203-213, June.
    6. William Nilsson, 2008. "Spousal Income and Sick Leave: What do Twins Tell us About Causality?," Journal of Family and Economic Issues, Springer, vol. 29(3), pages 407-426, September.
    7. Suwen Pan & Cheng Fang & Roderick Rejesus, 2009. "Food Calorie Intake under Grain Price Uncertainty in Rural Nepal," Journal of Family and Economic Issues, Springer, vol. 30(2), pages 137-148, June.
    8. Adrianna Bella & Teguh Dartanto & Dimitri Swasthika Nurshadrina & Gita Kusnadi & Faizal Rahmanto Moeis & Renny Nurhasana & Aryana Satrya & Hasbullah Thabrany, 2023. "Do parental Smoking Behaviors Affect Children's Thinness, Stunting, and Overweight Status in Indonesia? Evidence from a Large-Scale Longitudinal Survey," Journal of Family and Economic Issues, Springer, vol. 44(3), pages 714-726, September.

    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. Cavaliere, Alessia & De Marchi, Elisa & Banterle, Alessandro, 2013. "Time Preference and Health: The Problem of Obesity," 2013 International European Forum, February 18-22, 2013, Innsbruck-Igls, Austria 164754, International European Forum on System Dynamics and Innovation in Food Networks.
    2. Anura Amarasinghe & Gerard D'Souza & Cheryl Brown & Hyungna Oh, 2006. "The Influence of Socioeconomic and Environmental Factors on Health and Obesity in Rural Appalachia," Working Papers Working Paper 2006-12, Regional Research Institute, West Virginia University.
    3. Anura Amarasinghe & Gerard D’Souza & Cheryl Brown & Hyungna Oh & Tatiana Borisova, 2009. "The Influence of Socioeconomic and Environmental Determinants on Health and Obesity: A West Virginia Case Study," IJERPH, MDPI, vol. 6(8), pages 1-17, August.
    4. Loureiro, Maria L. & Nayga, Rodolfo M., Jr., 2005. "Obesity Rates in OECD Countries: An International Perspective," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24454, European Association of Agricultural Economists.
    5. Loureiro, Maria L. & Nayga, Rodolfo M., Jr., 2004. "Analyzing Cross-Country Differences In Obesity Rates: Some Policy Implications," 2004 Annual meeting, August 1-4, Denver, CO 20209, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    6. Maennig, Wolfgang & Schicht, Tobias & Sievers, Tim, 2008. "Determinants of obesity: The case of Germany," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(6), pages 2523-2534, December.
    7. repec:rri:wpaper:200612 is not listed on IDEAS
    8. Tauchmann, Harald & Göhlmann, Silja & Requate, Till & Schmidt, Christoph M., 2007. "Tobacco and Alcohol: Complements or Substitutes? – A Structural Model Approach," Ruhr Economic Papers 34, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    9. Huang, Ying, 2012. "an econometric study of the impact of economic variables on adult obesity and food assistance program participation in the NLSY panel," ISU General Staff Papers 201201010800003717, Iowa State University, Department of Economics.
    10. García, Jaume & Suárez, María José, 2023. "The relevance of specification assumptions when analyzing the drivers of physical activity practice," Economic Modelling, Elsevier, vol. 119(C).
    11. Costa-Font, Joan & Fabbri, Daniele & Gil, Joan, 2009. "Decomposing body mass index gaps between Mediterranean countries: A counterfactual quantile regression analysis," Economics & Human Biology, Elsevier, vol. 7(3), pages 351-365, December.
    12. Just, David R., 2006. "Behavioral Economics, Food Assistance, and Obesity," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 35(2), pages 1-12, October.
    13. DeCicca, Philip & Kenkel, Don & Mathios, Alan, 2008. "Cigarette taxes and the transition from youth to adult smoking: Smoking initiation, cessation, and participation," Journal of Health Economics, Elsevier, vol. 27(4), pages 904-917, July.
    14. Chen, Susan E. & Liu, Jing & Binkley, James K., 2012. "An Exploration of the Relationship Between Income and Eating Behavior," Agricultural and Resource Economics Review, Cambridge University Press, vol. 41(1), pages 82-91, April.
    15. Bardasi, Elena & Francesconi, Marco, 2000. "The Effect of Non-Standard Employment on Mental Health in Britain," IZA Discussion Papers 232, Institute of Labor Economics (IZA).
    16. Vincenzo Atella & Joanna Kopinska, 2011. "Body weight of Italians: the weight of Education," CEIS Research Paper 189, Tor Vergata University, CEIS, revised 23 Mar 2011.
    17. Qi Zhang & Zhuo Chen & Norou Diawara & Youfa Wang, 2011. "Prices of Unhealthy Foods, Food Stamp Program Participation, and Body Weight Status Among U.S. Low-Income Women," Journal of Family and Economic Issues, Springer, vol. 32(2), pages 245-256, June.
    18. R Nakamura & L Siciliani, 2010. "Education and Body Mass Index: Evidence from ECHP," Discussion Papers 10/04, Department of Economics, University of York.
    19. Charles J. Courtemanche & Joshua C. Pinkston & Christopher J. Ruhm & George L. Wehby, 2016. "Can Changing Economic Factors Explain the Rise in Obesity?," Southern Economic Journal, John Wiley & Sons, vol. 82(4), pages 1266-1310, April.
    20. Tafreschi, Darjusch, 2015. "The income body weight gradients in the developing economy of China," Economics & Human Biology, Elsevier, vol. 16(C), pages 115-134.
    21. Boizot-Szantai, Christine & Etile, Fabrice, 2005. "The Food Prices / Body Mass Index Relationship: Theory and Evidence from a Sample of French Adults," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24734, European Association of Agricultural Economists.

    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:kap:jfamec:v:28:y:2007:i:1:p:49-67. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.