Does smoking have a causal effect on weight reduction?
AbstractThis 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
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Bibliographic InfoArticle provided by Springer in its journal Journal of Family and Economic Issues.
Volume (Year): 28 (2007)
Issue (Month): 1 (March)
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Web page: http://www.springerlink.com/link.asp?id=104904
Body mass index; Censored regressor; Overweight; Simultaneous equations system; Smoking;
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- 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.
- 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.
- Jones, Andrew M., 2000.
Handbook of Health Economics,
in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 6, pages 265-344
- Kan, Kamhon & Tsai, Wei-Der, 2004.
"Obesity and risk knowledge,"
Journal of Health Economics,
Elsevier, vol. 23(5), pages 907-934, September.
- 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.
- White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
- 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.
- Shin-Yi Chou & Michael Grossman & Henry Saffer, 2002. "An Economic Analysis of Adult Obesity: Results from the Behavioral Risk Factor Surveillance System," NBER Working Papers 9247, National Bureau of Economic Research, Inc.
- 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.
- Rigobon, Roberto & Stoker, Thomas M., 2004. "Censored Regressors and Expansion Bias," Working papers 4451-03, Massachusetts Institute of Technology (MIT), Sloan School of Management.
- Rodolfo Nayga, 2000. "Schooling, health knowledge and obesity," Applied Economics, Taylor & Francis Journals, vol. 32(7), pages 815-822.
- 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.
- 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.
- 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.
- 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.
- Grégory Ponthière, 2010.
"Mortality, family and lifestyles,"
PSE Working Papers
- repec:hal:wpaper:halshs-00564898 is not listed on IDEAS
- 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.
- 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).
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