Reporting Bias and Heterogeneity in Self-Assessed Health. Evidence from the British Household Panel Survey
AbstractThis paper explores reporting bias and heterogeneity in the measure of self-assessed health (SAH) used in the British Household Panel Survey (BHPS). The ninth wave of the BHPS includes the SF-36 general health questionnaire, which incorporates a different wording to the self-assessed health variable used at other waves. Considerable attention has been devoted to the reliability of SAH and the scope for contamination by measurement error; the change in wording at wave 9 provides a form of natural experiment that allows us to assess the sensitivity of panel data analyses to a change in the measurement instrument. In particular, we investigate reporting bias due explicitly to the change in the question. We show how progressively more general specifications of reporting bias can be implemented using panel data ordered probit and generalised ordered probit models. Our results suggest that the distribution of SAH does shift at the ninth wave but there is little evidence that this varies with socio-economic characteristics at an individual level.
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Bibliographic InfoPaper provided by Department of Economics, University of York in its series Discussion Papers with number 04/18.
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self-assessed health; reporting bias; ordered probit; generalised ordered probit; panel data;
Other versions of this item:
- Cristina Hernández-Quevedo & Andrew M Jones & Nigel Rice, 2005. "Reporting bias and heterogeneity in selfassessed health. Evidence from the British Household Panel Survey," Health, Econometrics and Data Group (HEDG) Working Papers 05/04, HEDG, c/o Department of Economics, University of York.
- I12 - Health, Education, and Welfare - - Health - - - Health Production
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
This paper has been announced in the following NEP Reports:
- NEP-ALL-2005-01-16 (All new papers)
- NEP-DCM-2005-01-16 (Discrete Choice Models)
- NEP-EDU-2005-01-16 (Education)
- NEP-HEA-2005-01-16 (Health Economics)
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- Michaela Benzeval & Jayne Taylor & Ken Judge, 2000. "Evidence on the relationship between income and poor health: is the government doing enough?," Fiscal Studies, Institute for Fiscal Studies, vol. 21(3), pages 375-399, September.
- P Grootendorst & D Feeny & W Furlong, 1994. "Does It Matter Whom and How You Ask? Inter and Intra-rater Agreement in the Ontario Health Survey," Centre for Health Economics and Policy Analysis Working Paper Series 1994-12, Centre for Health Economics and Policy Analysis (CHEPA), McMaster University, Hamilton, Canada.
- Maarten Lindeboom & Eddy van Doorslaer, 2003.
"Cut-point Shift and Index Shift in Self-reported Health,"
Tinbergen Institute Discussion Papers
03-042/3, Tinbergen Institute.
- Lindeboom, Maarten & van Doorslaer, Eddy, 2004. "Cut-point shift and index shift in self-reported health," Journal of Health Economics, Elsevier, vol. 23(6), pages 1083-1099, November.
- Lindeboom, Maarten & van Doorslaer, Eddy, 2004. "Cut-Point Shift and Index Shift in Self-Reported Health," IZA Discussion Papers 1286, Institute for the Study of Labor (IZA).
- Kenkel, D.S., 1989. "Should You Eat Breakfast? Estimates From Health Production Functions," Papers 9-90-8, Pennsylvania State - Department of Economics.
- James P. Smith, 1999. "Healthy Bodies and Thick Wallets: The Dual Relation between Health and Economic Status," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 145-166, Spring.
- Lindley & Lorgelly, 2005.
"The relative income hypothesis: does it exist over time? Evidence from the BHPS,"
Labor and Demography
- Joanne Kathryn Lindley & Paula Lorgelly, 2005. "The relative income hypothesis: does it exist over time? Evidence from the BHPS," Working Papers 2005013, The University of Sheffield, Department of Economics, revised Jun 2005.
- Contoyannis, Paul & Jones, Andrew M., 2004.
"Socio-economic status, health and lifestyle,"
Journal of Health Economics,
Elsevier, vol. 23(5), pages 965-995, September.
- Adams, Peter & Hurd, Michael D. & McFadden, Daniel & Merrill, Angela & Ribeiro, Tiago, 2003.
"Healthy, wealthy, and wise? Tests for direct causal paths between health and socioeconomic status,"
Journal of Econometrics,
Elsevier, vol. 112(1), pages 3-56, January.
- Peter Adams & Michael D. Hurd & Daniel L. McFadden & Angela Merrill & Tiago Ribeiro, 2004. "Healthy, Wealthy, and Wise? Tests for Direct Causal Paths between Health and Socioeconomic Status," NBER Chapters, in: Perspectives on the Economics of Aging, pages 415-526 National Bureau of Economic Research, Inc.
- Michael A. Shields & Paul Frijters & John Haisken-DeNew, 2004. "Estimating the causal effect of income on health: Evidence from post-reunification Germany," Econometric Society 2004 Australasian Meetings 151, Econometric Society.
- Groot, Wim, 2000. "Adaptation and scale of reference bias in self-assessments of quality of life," Journal of Health Economics, Elsevier, vol. 19(3), pages 403-420, May.
- Paul Contoyannis & Andrew M. Jones & Nigel Rice, 2004. "The dynamics of health in the British Household Panel Survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(4), pages 473-503.
Blog mentionsAs found by EconAcademics.org, the blog aggregator for Economics research:
- HowTo: Reporting bias. Or, why do little kids prefer apples from McDonaldâ??s?
by zooeygoethe in Economic Objectorvism on 2007-08-08 15:44:03
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