Bias in Measuring Smoking Behavior
Researchers often use the discrepancy between the self-reported and biochemically assessed active smoking status to argue that self-reported smoking status is not reliable, ignoring the limitations of biochemically assessed measures and treating it as the gold standard in their comparisons. Here, we employ recent advances in econometric techniques to compare self-reported and biochemically assessed smoking data taking into account errors with both methods. Our results suggest that biochemical measures may not always be more reliable than self-reported data.
|Date of creation:||Aug 2013|
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- M. Christopher Auld, 2005. "Smoking, Drinking, and Income," Journal of Human Resources, University of Wisconsin Press, vol. 40(2).
- Cowan, Benjamin & Schwab, Benjamin, 2011. "The incidence of the healthcare costs of smoking," Journal of Health Economics, Elsevier, vol. 30(5), pages 1094-1102.
- Heckman, James J, 1979.
"Sample Selection Bias as a Specification Error,"
Econometric Society, vol. 47(1), pages 153-61, January.
- Vidhura Tennekoon & Robert Rosenman, 2011. "Systematically Misclassified Binary Dependant Variables," Working Papers 2011-9, School of Economic Sciences, Washington State University.
- Phillip B. Levine & Tara A. Gustafson & Ann D. Velenchik, 1997. "More Bad News for Smokers? The Effects of Cigarette Smoking on Wages," ILR Review, Cornell University, ILR School, vol. 50(3), pages 493-509, April.
- van Ours, Jan C., 2004. "A pint a day raises a man's pay; but smoking blows that gain away," Journal of Health Economics, Elsevier, vol. 23(5), pages 863-886, September.
- Phillip B. Levine & Tara Gustafson & Ann D. Velenchik, 1997. "More bad news for smokers? The effects of cigarette smoking on wages," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 50(3), pages 493-509, April.
- Hausman, J. A. & Abrevaya, Jason & Scott-Morton, F. M., 1998. "Misclassification of the dependent variable in a discrete-response setting," Journal of Econometrics, Elsevier, vol. 87(2), pages 239-269, September.
- van Ours, J.C., 2004. "A pint a day raises a man's pay, but smoking blows that gain away," Other publications TiSEM 1447748f-5e9e-4064-84f2-1, Tilburg University, School of Economics and Management.
- Irina B. Grafova & Frank P. Stafford, 2009. "The Wage Effects of Personal Smoking History," ILR Review, Cornell University, ILR School, vol. 62(3), pages 381-393, April.
- Irina B. Grafova & Frank P. Stafford, 2009. "The Wage Effects of Personal Smoking History," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 62(3), pages 381-393, April.
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