Does Reporting Heterogeneity bias the Measurement of Health Disparities?
Abstract
Heterogeneity in reporting of health by socio-economic and demographic characteristics potentially biases the measurement of health disparities. We use anchoring vignettes to identify socio-demographic differences in the reporting of health in Indonesia, India and China. Homogeneous reporting by socio-demographic group is rejected and correcting for reporting heterogeneity tends to reduce slightly estimated disparities in health by education (not China) and to increase those by income. But the method does not reveal substantial reporting bias in measures of health disparities.Download Info
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Paper provided by Tinbergen Institute in its series Tinbergen Institute Discussion Papers with number 06-033/3.Length:
Date of creation: 28 Mar 2006
Date of revision:
Handle: RePEc:dgr:uvatin:20060033
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Related research
Keywords: health measurement; vignettes; self-reported health; reporting heterogeneity;Other versions of this item:
- Teresa Bago d'Uva & Eddy Van Doorslaer & Maarten Lindeboom & Owen O'Donnell, 2008. "Does reporting heterogeneity bias the measurement of health disparities?," Health Economics, John Wiley & Sons, Ltd., vol. 17(3), pages 351-375.
- Teresa Bago d’Uva & Eddy Van Doorslaer & Maarten Lindeboom & Owen O’Donnell & Somnath Chatterji, 2006. "Does reporting heterogeneity bias the measurement of health disparities?," Health, Econometrics and Data Group (HEDG) Working Papers 06/03, HEDG, c/o Department of Economics, University of York.
- D30 - Microeconomics - - Distribution - - - General
- D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
- I10 - Health, Education, and Welfare - - Health - - - General
- I12 - Health, Education, and Welfare - - Health - - - Health Production
This paper has been announced in the following NEP Reports:
- NEP-ALL-2006-04-01 (All new papers)
- NEP-CNA-2006-04-01 (China)
- NEP-CWA-2006-04-01 (Central & Western Asia)
- NEP-HEA-2006-04-01 (Health Economics)
- NEP-SEA-2006-04-01 (South East Asia)
- NEP-TRA-2006-04-01 (Transition Economics)
References
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- van Doorslaer, Eddy & Gerdtham, Ulf-G., 2003. "Does inequality in self-assessed health predict inequality in survival by income? Evidence from Swedish data," Social Science & Medicine, Elsevier, vol. 57(9), pages 1621-1629, November.
- Michael Baker & Mark Stabile & Catherine Deri, 2001.
"What do Self-Reported, Objective, Measures of Health Measure?,"
NBER Working Papers
8419, National Bureau of Economic Research, Inc.
- Michael Baker & Mark Stabile & Catherine Deri, 2004. "What Do Self-Reported, Objective, Measures of Health Measure?," Journal of Human Resources, University of Wisconsin Press, vol. 39(4).
- Eddy van Doorslaer & Xander Koolman, 2004. "Explaining the differences in income-related health inequalities across European countries," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 609-628.
- Fabrice Etilé & Carine Milcent, 2006.
"Income-related reporting heterogeneity in self-assessed health: evidence from France,"
Health Economics,
John Wiley & Sons, Ltd., vol. 15(9), pages 965-981.
- Fabrice Étilé & Carine Milcent, 2006. "Income-related reporting heterogeneity in self-assessed health: evidence from France," PSE Working Papers halshs-00590524, HAL.
- Kreider, Brent, 1999.
"Latent Work Disability and Reporting Bias,"
Staff General Research Papers
5185, Iowa State University, Department of Economics.
- Brent Kreider, 1999. "Latent Work Disability and Reporting Bias," Journal of Human Resources, University of Wisconsin Press, vol. 34(4), pages 734-769.
- Stephen Pudney & Michael Shields, 2000.
"Gender, race, pay and promotion in the British nursing profession: estimation of a generalized ordered probit model,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 15(4), pages 367-399.
- Stephen Pudney & Michael Shields, . "Gender, Race, Pay and Promotion in the British Nursing Profession: Estimation of a Generalised Ordered Probit Model," Discussion Papers in Public Sector Economics 97/4, Department of Economics, University of Leicester.
- Stephen Pudney & Michael Shields, . "Gender, Race, Pay and Promotion in the British Nursing Profession Estimation of a Generalised Ordered ProbitModel," Discussion Papers in Economics 97/4, Department of Economics, University of Leicester.
- van Doorslaer, Eddy & Wagstaff, Adam & van der Burg, Hattem & Christiansen, Terkel & De Graeve, Diana & Duchesne, Inge & Gerdtham, Ulf-G & Gerfin, Michael & Geurts, Jose & Gross, Lorna, 2000. "Equity in the delivery of health care in Europe and the US," Journal of Health Economics, Elsevier, vol. 19(5), pages 553-583, September.
- Richard Disney & Carl Emmerson & Matthew Wakefield, 2003.
"Ill health and retirement in Britain: a panel data based analysis,"
IFS Working Papers
W03/02, Institute for Fiscal Studies.
- Disney, Richard & Emmerson, Carl & Wakefield, Matthew, 2006. "Ill health and retirement in Britain: A panel data-based analysis," Journal of Health Economics, Elsevier, vol. 25(4), pages 621-649, July.
- Deaton, A., 1998.
"Aging and Inequality in Income and Health,"
Papers
181, Princeton, Woodrow Wilson School - Development Studies.
- Deaton, Angus S & Paxson, Christina H, 1998. "Aging and Inequality in Income and Health," American Economic Review, American Economic Association, vol. 88(2), pages 248-53, May.
- Arie Kapteyn & James P. Smith & Arthur van Soest, 2005.
"Self-reported Work Disability in the US and The Netherlands,"
Labor and Demography
0504006, EconWPA.
- Arie Kapteyn & James P. Smith & Arthur van Soest, 2004. "Self-reported Work Disability in the US and The Netherlands," Working Papers 206, RAND Corporation Publications Department.
- 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).
- Ettner, Susan L., 1996. "New evidence on the relationship between income and health," Journal of Health Economics, Elsevier, vol. 15(1), pages 67-85, February.
- Cristina Hernandez-Quevedo & Andrew M Jones & Nigel Rice, .
"Reporting Bias and Heterogeneity in Self-Assessed Health. Evidence from the British Household Panel Survey,"
Discussion Papers
04/18, Department of Economics, University of York.
- 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.
- Van Ourti, Tom, 2003. "Socio-economic inequality in ill-health amongst the elderly: Should one use current or permanent income?," Journal of Health Economics, Elsevier, vol. 22(2), pages 219-241, March.
- Eddy van Doorslaer & Xander Koolman & Andrew M. Jones, 2004. "Explaining income-related inequalities in doctor utilisation in Europe," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 629-647.
- Hugo Benitez-Silva & Moshe Buchinsky & Hiu Man Chan & Sofia Cheidvasser & John Rust, 2000.
"How Large is the Bias in Self-Reported Disability?,"
Working Papers
2000-01, Brown University, Department of Economics.
- Hugo Ben�tez-Silva & Moshe Buchinsky & Hiu Man Chan & Sofia Cheidvasser & John Rust, 2004. "How large is the bias in self-reported disability?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(6), pages 649-670.
- Hugo Benitez-Silva & Moshe Buchinsky & Hiu Man Chan & Sofia Cheidvasser & John Rust, 2000. "How Large is the Bias is Self-Reported Disability?," NBER Working Papers 7526, National Bureau of Economic Research, Inc.
- Frijters, Paul & Haisken-DeNew, John P. & Shields, Michael A., 2005.
"The causal effect of income on health: Evidence from German reunification,"
Journal of Health Economics,
Elsevier, vol. 24(5), pages 997-1017, September.
- Paul Frijters, 2005. "The causal effect of income on health: Evidence from German reunification," Paul Frijters Discussion Papers 2005-2, School of Economics and Finance, Queensland University of Technology.
- 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.
- Steven Stern, 1989. "Measuring the Effect of Disability on Labor Force Participation," Journal of Human Resources, University of Wisconsin Press, vol. 24(3), pages 361-395.
- 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.
- Kakwani, Nanak & Wagstaff, Adam & van Doorslaer, Eddy, 1997. "Socioeconomic inequalities in health: Measurement, computation, and statistical inference," Journal of Econometrics, Elsevier, vol. 77(1), pages 87-103, March.
- van Doorslaer, Eddy & Wagstaff, Adam & Bleichrodt, Han & Calonge, Samuel & Gerdtham, Ulf-G. & Gerfin, Michael & Geurts, Jose & Gross, Lorna & Hakkinen, Unto & Leu, Robert E., 1997. "Income-related inequalities in health: some international comparisons," Journal of Health Economics, Elsevier, vol. 16(1), pages 93-112, February.
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As 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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