lynx   »   [go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/p/ags/aaea15/205217.html
   My bibliography  Save this paper

Adjusting Self-Assessed Health for Potential Bias Using a Random-Effects Generalized Ordered Probit model

Author

Listed:
  • Yang, Qingqing
  • Rosenman, Robert
Abstract
We study how socioeconomic conditions, especially relative household income, affect self-assessed health. We use a random effects generalized ordered probit model with data from China Health and Nutrition Survey (CHNS) to test for heterogeneity in how people assess their health. The results show that individuals with high relative income are less likely to report poor health, but they are also less likely to report extremely good healthy. Although SAH capture many aspects of health elements, it might be biased on some socioeconomic features.

Suggested Citation

  • Yang, Qingqing & Rosenman, Robert, 2015. "Adjusting Self-Assessed Health for Potential Bias Using a Random-Effects Generalized Ordered Probit model," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205217, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea15:205217
    DOI: 10.22004/ag.econ.205217
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/205217/files/AAEA%20discussion%20paper.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.205217?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Christian Pfarr & Andreas Schmid & Udo Schneider, 2011. "Estimating ordered categorical variables using panel data: a generalized ordered probit model with an autofit procedure," Journal of Economics and Econometrics, Economics and Econometrics Society, vol. 54(1), pages 7-23.
    2. Balia, Silvia & Jones, Andrew M., 2008. "Mortality, lifestyle and socio-economic status," Journal of Health Economics, Elsevier, vol. 27(1), pages 1-26, January.
    3. Easterlin, Richard A., 1995. "Will raising the incomes of all increase the happiness of all?," Journal of Economic Behavior & Organization, Elsevier, vol. 27(1), pages 35-47, June.
    4. Contoyannis, Paul & Jones, Andrew M., 2004. "Socio-economic status, health and lifestyle," Journal of Health Economics, Elsevier, vol. 23(5), pages 965-995, September.
    5. 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.
    6. Nicolas Gérard Vaillant & François-Charles Wolff, 2012. "On the reliability of self-reported health: Evidence from Albanian data," Working Papers hal-00694448, HAL.
    7. Shmueli, Amir, 2003. "Socio-economic and demographic variation in health and in its measures: the issue of reporting heterogeneity," Social Science & Medicine, Elsevier, vol. 57(1), pages 125-134, July.
    8. Udo Schneider & Christian Pfarr & Brit Schneider & Volker Ulrich, 2012. "I feel good! Gender differences and reporting heterogeneity in self-assessed health," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(3), pages 251-265, June.
    9. Philip M. Clarke & Chris Ryan, 2006. "Self‐reported health: reliability and consequences for health inequality measurement," Health Economics, John Wiley & Sons, Ltd., vol. 15(6), pages 645-652, June.
    10. F. Wolff & N. Vaillant, 2012. "On the reliability of self-reported health: Evidence using longitudinal Albanian data," Post-Print hal-00787834, HAL.
    11. Easterlin, Richard A., 1974. "Does Economic Growth Improve the Human Lot? Some Empirical Evidence," MPRA Paper 111773, University Library of Munich, Germany.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Valerii Baidin & Christopher J. Gerry & Maria Kaneva, 2021. "How Self-Rated is Self-Rated Health? Exploring the Role of Individual and Institutional Factors in Reporting Heterogeneity in Russia," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(2), pages 675-696, June.
    2. Juergen Jung, 2022. "Estimating transition probabilities between health states using US longitudinal survey data," Empirical Economics, Springer, vol. 63(2), pages 901-943, August.
    3. Kaneva, Maria & Baidin, Valerii, 2018. "Heterogeneity in reporting self-assessed health of the Russians," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 51, pages 102-125.
    4. Sofia Xesfingi & Dimitrios Karamanis & Alexandra Kechrinioti, 2020. "Subjective Health Status and Immigration: Evidence across Europe," SPOUDAI Journal of Economics and Business, SPOUDAI Journal of Economics and Business, University of Piraeus, vol. 70(1-2), pages 3-19, January-J.
    5. Davillas, Apostolos & de Oliveira, Victor Hugo & Jones, Andrew M., 2023. "Is inconsistent reporting of self-assessed health persistent and systematic? Evidence from the UKHLS," Economics & Human Biology, Elsevier, vol. 49(C).
    6. Pfarr, Christian & Schmid, Andreas & Schneider, Udo, 2011. "Reporting Heterogeneity in Self-Assessed Health among Elderly Europeans: The Impact of Mental and Physical Health Status," MPRA Paper 29900, University Library of Munich, Germany.
    7. Whelan, Stephen & Wright, Donald J., 2013. "Health services use and lifestyle choices of Indigenous and non-Indigenous Australians," Social Science & Medicine, Elsevier, vol. 84(C), pages 1-12.
    8. 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.
    9. Fluhrer, Svenja & Kraehnert, Kati, 2022. "Sitting in the same boat: Subjective well-being and social comparison after an extreme weather event," Ecological Economics, Elsevier, vol. 195(C).
    10. Andrew M. Jones & Eddy Van Doorslaer & Teresa Bago D’Uva & Silvia Balia & Lynn Gambin & Cristina Hernández Quevedo & Xander Koolman & Nigel Rice, 2006. "Health and Wealth: Empirical Findings and Political Consequences," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 7(s1), pages 93-112, May.
    11. Proto, Eugenio & Rustichini, Aldo, 2012. "Life Satisfaction, Household Income and Personality Traits," CAGE Online Working Paper Series 86, Competitive Advantage in the Global Economy (CAGE).
    12. Qianping Ren & Maoliang Ye, 2017. "Donations Make People Happier: Evidence from the Wenchuan Earthquake," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 132(1), pages 517-536, May.
    13. Yamada, Katsunori & Sato, Masayuki, 2013. "Another avenue for anatomy of income comparisons: Evidence from hypothetical choice experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 89(C), pages 35-57.
    14. Stefan Mann, 2007. "Comparing Interpersonal Comparisons in Utility Theory and Happiness Research," Forum for Social Economics, Springer;The Association for Social Economics, vol. 36(1), pages 29-42, April.
    15. Pirinsky, Christo, 2013. "Confidence and economic attitudes," Journal of Economic Behavior & Organization, Elsevier, vol. 91(C), pages 139-158.
    16. Hayo, Bernd & Seifert, Wolfgang, 2003. "Subjective economic well-being in Eastern Europe," Journal of Economic Psychology, Elsevier, vol. 24(3), pages 329-348, June.
    17. Alpizar, Francisco & Carlsson, Fredrik & Johansson-Stenman, Olof, 2005. "How much do we care about absolute versus relative income and consumption?," Journal of Economic Behavior & Organization, Elsevier, vol. 56(3), pages 405-421, March.
    18. Varvarigos, Dimitrios, 2011. "Non-monotonic welfare dynamics in a growing economy," Journal of Macroeconomics, Elsevier, vol. 33(2), pages 303-312, June.
    19. Leroux, M.-L. & Pestieau, P. & Ponthiere, G., 2011. "Longevity, genes and efforts: An optimal taxation approach to prevention," Journal of Health Economics, Elsevier, vol. 30(1), pages 62-76, January.
    20. Wolfers, Justin & Stevenson, Betsey & Sacks, Dan, 2010. "Subjective Well-Being, Income, Economic Development and Growth," CEPR Discussion Papers 8048, C.E.P.R. Discussion Papers.

    More about this item

    Keywords

    Health Economics and Policy; Institutional and Behavioral Economics; Research Methods/ Statistical Methods;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:aaea15:205217. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaeaaea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.
    Лучший частный хостинг