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Inflated Responses in Measures of Self-Assessed Health

Author

Listed:
  • William H. Greene

    (New York University)

  • Mark N. Harris

    (Curtin University)

  • Bruce Hollingsworth

    (Lancaster University)

Abstract

This paper focuses on the self-reported responses given to survey questions of the form "Overall, how would you rate your health?" with typical response items being on a scale ranging from poor to excellent. Usually, the overwhelming majority of responses fall in either the middle category or the one immediately to the "right" of this (for example, good and very good). However, based on a wide range of other medical indicators, such favorable responses appear to paint an overly rosy picture of true health. The hypothesis here is that these "middle" responses have been, in some sense, inflated. That is, for whatever reason, a significant number of responders inaccurately report into these categories. Our results do indeed suggest that such inflation is present in these categories. Adjusted responses to these questions could lead to significant changes in policy, and should be reflected upon when analyzing and interpreting these scales.

Suggested Citation

  • William H. Greene & Mark N. Harris & Bruce Hollingsworth, 2015. "Inflated Responses in Measures of Self-Assessed Health," American Journal of Health Economics, University of Chicago Press, vol. 1(4), pages 461-493, Fall.
  • Handle: RePEc:ucp:amjhec:v:1:y:2015:i:4:p:461-493
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    Cited by:

    1. Masanori Kuroki, 2018. "Subjective well‐being and minimum wages: Evidence from U.S. states," Health Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 171-180, February.
    2. Feng, Jin & Xie, Qiang & Zhang, Xiaohan, 2021. "Trade liberalization and the health of working-age adults: Evidence from China," World Development, Elsevier, vol. 139(C).
    3. William Greene & Mark N. Harris & Bruce Hollingsworth & Rachel Knott & Nigel Rice, 2016. "Reporting heterogeneity effects in modelling self reports of health," Working Papers 16-12, New York University, Leonard N. Stern School of Business, Department of Economics.
    4. Natalia Nunes Ferreira-Batista & Maria Dolores Montoya Diaz, Adriano Dutra Teixeira, Fernando Antonio Slaibe Postali, Rodrigo Serra, 2019. "Impact of ESF coverage on general health at the individual level - Metropolitan areas," Working Papers, Department of Economics 2019_43, University of São Paulo (FEA-USP).
    5. Ferreira-Batista, Natalia N. & Postali, Fernando Antonio Slaibe & Diaz, Maria Dolores Montoya & Teixeira, Adriano Dutra & Moreno-Serra, Rodrigo, 2022. "The Brazilian Family Health Strategy and adult health: Evidence from individual and local data for metropolitan areas," Economics & Human Biology, Elsevier, vol. 46(C).
    6. Davillas, Apostolos & Burlinson, Andrew & Liu, Hui-Hsuan, 2022. "Getting warmer: Fuel poverty, objective and subjective health and well-being," Energy Economics, Elsevier, vol. 106(C).
    7. Nesson, Erik T. & Robinson, Joshua J., 2019. "On the measurement of health and its effect on the measurement of health inequality," Economics & Human Biology, Elsevier, vol. 35(C), pages 207-221.
    8. Fumagalli, Elena & Fumagalli, Laura, 2022. "Subjective well-being and the gender composition of the reference group: Evidence from a survey experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 196-219.
    9. Brady P. Horn & Johanna Catherine Maclean & Michael R. Strain, 2017. "Do Minimum Wage Increases Influence Worker Health?," Economic Inquiry, Western Economic Association International, vol. 55(4), pages 1986-2007, October.
    10. Sarah Brown & Mark N. Harris & Christopher Spencer, 2020. "Modelling Category Inflation with Multiple Inflation Processes: Estimation, Specification and Testing," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(6), pages 1342-1361, December.
    11. Enrico Miglino & Nicolás Navarrete H. & Gonzalo Navarrete H. & Pablo Navarrete H., 2023. "Health Effects of Increasing Income for the Elderly: Evidence from a Chilean Pension Program," American Economic Journal: Economic Policy, American Economic Association, vol. 15(1), pages 370-393, February.
    12. Sigaud, Liam & Daley, Angela & Rubin, Jonathan & Noblet, Caroline, 2022. "The effects of recent minimum wage increases on self-reported health in the United States," Social Science & Medicine, Elsevier, vol. 305(C).
    13. Sumedha Gupta & Johanna Catherine Maclean & Christopher J. Ruhm & Kosali I. Simon, 2025. "The Impact of State Paid Sick Leave Mandates on Medicaid-financed Prescription Medications," NBER Working Papers 34485, National Bureau of Economic Research, Inc.
    14. Llorca, Manuel & Rodriguez-Alvarez, Ana & Jamasb, Tooraj, 2020. "Objective vs. subjective fuel poverty and self-assessed health," Energy Economics, Elsevier, vol. 87(C).
    15. Black, Nicole & Johnston, David W. & Shields, Michael A. & Suziedelyte, Agne, 2017. "Who provides inconsistent reports of their health status? The importance of age, cognitive ability and socioeconomic status," Social Science & Medicine, Elsevier, vol. 191(C), pages 9-18.
    16. Brown, Sarah & Harris, Mark N. & Srivastava, Preety & Taylor, Karl, 2018. "Mental Health and Reporting Bias: Analysis of the GHQ-12," IZA Discussion Papers 11771, IZA Network @ LISER.
    17. Tabassum, Sana & Lalji, Chitwan, 2025. "Harder being left behind: Health status of Indian women from migrant households," Economics & Human Biology, Elsevier, vol. 58(C).
    18. He, Fan & Zeng, Xin & Xue, Jingwen & Xu, Jianbin, 2024. "The hidden cost of corporate tax cuts: Evidence from worker health in China," China Economic Review, Elsevier, vol. 86(C).
    19. Awaworyi Churchill, Sefa & Smyth, Russell, 2021. "Energy poverty and health: Panel data evidence from Australia," Energy Economics, Elsevier, vol. 97(C).
    20. Noushin Refat & Md. Ahosan Habib Ador & Pabitra Singha Sagor & Farzana Raihan & Mohammad Abdul Munim Joarder, 2025. "Linkages among biodiversity, ecotourism and livelihood of wetland communities: a case study of Ratargul Swamp Forest, Bangladesh," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(7), pages 16525-16548, July.
    21. Boucher, Vincent & Dedewanou, F. Antoine & Dufays, Arnaud, 2022. "Peer-induced beliefs regarding college participation," Economics of Education Review, Elsevier, vol. 90(C).
    22. William Greene & Mark N. Harris & Preety Srivastava & Xueyan Zhao, 2018. "Misreporting and econometric modelling of zeros in survey data on social bads: An application to cannabis consumption," Health Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 372-389, February.
    23. Greene, William & Harris, Mark N. & Knott, Rachel & Rice, Nigel, 2023. "Reporting heterogeneity in modeling self-assessed survey outcomes," Economic Modelling, Elsevier, vol. 124(C).
    24. Clarke, Philip & Erreygers, Guido, 2020. "Defining and measuring health poverty," Social Science & Medicine, Elsevier, vol. 244(C).

    More about this item

    Keywords

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    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • I10 - Health, Education, and Welfare - - Health - - - General
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • I19 - Health, Education, and Welfare - - Health - - - Other

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