IDEAS home Printed from https://ideas.repec.org/p/yor/hectdg/21-15.html
   My bibliography  Save this paper

Socioeconomic Health Inequalities: Differences Between and Within Individuals

Author

Listed:
  • Parra-Mujica, F.
  • Robson, M.
  • Cookson, R.

Abstract

Research on socioeconomic health inequalities has primarily relied on univariate markers of socioeconomic status (SES), measured at one point in time. Using data from the UKHLS dataset (2009{2020), we build an age-conditional multidimensional SES index for the adult population in the UK. By using a "within-between" model we disentangle the relationship between health outcomes and: i) between-individual differences in SES, and ii) within-individual variations of SES across time. Results show that both are positive and highly significant predictors of physical and mental health. However, we find that these relationships are not linear and that within and between effects interact. While higher levels of SES are always associated with an increase in physical health, for mental health, after some point (SES = 0.613), higher average SES is associated with a score decrease. For an individual with the lowest average SES rank we observe a large and significant effect of a within-individual increase in SES on mental health (8.91) and physical health (1.82), however, this within-effect diminishes for those individuals with higher average SES. Individuals with high expected mobility are also found to have significantly better health scores, particularly for mental health.

Suggested Citation

  • Parra-Mujica, F. & Robson, M. & Cookson, R., 2021. "Socioeconomic Health Inequalities: Differences Between and Within Individuals," Health, Econometrics and Data Group (HEDG) Working Papers 21/15, HEDG, c/o Department of Economics, University of York.
  • Handle: RePEc:yor:hectdg:21/15
    as

    Download full text from publisher

    File URL: https://www.york.ac.uk/media/economics/documents/hedg/workingpapers/2021/2115.pdf
    File Function: Main text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. repec:pri:cheawb:case_paxson_economic_status_paper is not listed on IDEAS
    2. 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.
    3. 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.
    4. repec:pri:cheawb:case_paxson_economic_status_paper.pdf is not listed on IDEAS
    5. Rasmus Hoffmann & Hannes Kröger & Siegfried Geyer, 2019. "Social Causation Versus Health Selection in the Life Course: Does Their Relative Importance Differ by Dimension of SES?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(3), pages 1341-1367, February.
    6. Davillas, Apostolos & Jones, Andrew M, 2020. "Ex ante inequality of opportunity in health, decomposition and distributional analysis of biomarkers," Journal of Health Economics, Elsevier, vol. 69(C).
    7. Lanlin Ding & Andrew M. Jones & Peng Nie, 2022. "Ex ante Inequality of Opportunity in Health among the Elderly in China: A Distributional Decomposition Analysis of Biomarkers," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 68(4), pages 922-950, December.
    8. Hoffmann, Rasmus & Kröger, Hannes & Geyer, Siegfried, 2019. "Social Causation Versus Health Selection in the Life Course: Does Their Relative Importance Differ by Dimension of SES?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 141(3), pages 1341-1367.
    9. Foverskov, Else & Holm, Anders, 2016. "Socioeconomic inequality in health in the British household panel: Tests of the social causation, health selection and the indirect selection hypothesis using dynamic fixed effects panel models," Social Science & Medicine, Elsevier, vol. 150(C), pages 172-183.
    10. Jones, Andrew M. & Wildman, John, 2008. "Health, income and relative deprivation: Evidence from the BHPS," Journal of Health Economics, Elsevier, vol. 27(2), pages 308-324, March.
    11. Bell, Andrew & Jones, Kelvyn, 2015. "Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data," Political Science Research and Methods, Cambridge University Press, vol. 3(1), pages 133-153, January.
    12. Andrew Bell & Malcolm Fairbrother & Kelvyn Jones, 2019. "Fixed and random effects models: making an informed choice," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 1051-1074, March.
    13. Katharina Hauck & Nigel Rice, 2004. "A longitudinal analysis of mental health mobility in Britain," Health Economics, John Wiley & Sons, Ltd., vol. 13(10), pages 981-1001, October.
    14. Baum II, Charles L. & Ruhm, Christopher J., 2009. "Age, socioeconomic status and obesity growth," Journal of Health Economics, Elsevier, vol. 28(3), pages 635-648, May.
    15. Anne Case & Darren Lubotsky & Christina Paxson, 2002. "Economic Status and Health in Childhood: The Origins of the Gradient," American Economic Review, American Economic Association, vol. 92(5), pages 1308-1334, December.
    16. Cutler, David M. & Lleras-Muney, Adriana, 2010. "Understanding differences in health behaviors by education," Journal of Health Economics, Elsevier, vol. 29(1), pages 1-28, January.
    17. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    18. Contoyannis, Paul & Li, Jinhu, 2011. "The evolution of health outcomes from childhood to adolescence," Journal of Health Economics, Elsevier, vol. 30(1), pages 11-32, January.
    19. Davillas, A.; Jones, A.M.; Benzeval, M.;, 2017. "The income-health gradient: Evidence from self-reported health and biomarkers using longitudinal data on income," Health, Econometrics and Data Group (HEDG) Working Papers 17/04, HEDG, c/o Department of Economics, University of York.
    20. 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.
    21. Joseph L Dieleman & Tara Templin, 2014. "Random-Effects, Fixed-Effects and the within-between Specification for Clustered Data in Observational Health Studies: A Simulation Study," PLOS ONE, Public Library of Science, vol. 9(10), pages 1-17, October.
    22. Nazroo, J.Y., 2003. "The structuring of ethnic inequalities in health: Economic position, racial discrimination, and racism," American Journal of Public Health, American Public Health Association, vol. 93(2), pages 277-284.
    23. 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.
    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. 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).
    2. Hernández-Quevedo, Cristina & Jones, Andrew M. & Rice, Nigel, 2008. "Persistence in health limitations: A European comparative analysis," Journal of Health Economics, Elsevier, vol. 27(6), pages 1472-1488, December.
    3. Jones, Andrew M. & Wildman, John, 2008. "Health, income and relative deprivation: Evidence from the BHPS," Journal of Health Economics, Elsevier, vol. 27(2), pages 308-324, March.
    4. Peng Nie & Qing Li & Alan A. Cohen & Alfonso Sousa-Poza, 2021. "In search of China’s income-health gradient: a biomarker-based analysis," Applied Economics, Taylor & Francis Journals, vol. 53(48), pages 5599-5618, October.
    5. Fu-Min Tseng & Dennis James Petrie, 2014. "The Implications for Health, Depression, and Life Satisfaction from a Permanent Increase in Income for the Disadvantaged Elderly: Evidence from Taiwan," Review of Social Economy, Taylor & Francis Journals, vol. 72(3), pages 311-336, September.
    6. Maite Blázquez Cuesta & Santiago Budría, 2013. "Does income deprivation affect people’s mental well-being?," Working Papers 1312, Banco de España.
    7. Maite Blázquez & Elena Cottini & Ainhoa Herrarte, 2014. "The socioeconomic gradient in health: how important is material deprivation?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(2), pages 239-264, June.
    8. Hania Wu & Tony Tam, 2015. "Economic Development and Socioeconomic Inequality of Well-Being: A Cross-Sectional Time-Series Analysis of Urban China, 2003–2011," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 124(2), pages 401-425, November.
    9. Au, N. & Johnston, D. W., 2013. "An econometric analysis of self-assessed health: what does it mean and what is it hiding?," Health, Econometrics and Data Group (HEDG) Working Papers 13/31, HEDG, c/o Department of Economics, University of York.
    10. Fernández-Val, Iván & Savchenko, Yevgeniya & Vella, Francis, 2017. "Evaluating the role of income, state dependence and individual specific heterogeneity in the determination of subjective health assessments," Economics & Human Biology, Elsevier, vol. 25(C), pages 85-98.
    11. Johnston, David W. & Propper, Carol & Shields, Michael A., 2009. "Comparing subjective and objective measures of health: Evidence from hypertension for the income/health gradient," Journal of Health Economics, Elsevier, vol. 28(3), pages 540-552, May.
    12. Chris Muris & Pedro Raposo & Sotiris Vandoros, 2020. "A dynamic ordered logit model with fixed effects," Papers 2008.05517, arXiv.org.
    13. Elena Reche & Hans-Helmut König & André Hajek, 2019. "Income, Self-Rated Health, and Morbidity. A Systematic Review of Longitudinal Studies," IJERPH, MDPI, vol. 16(16), pages 1-16, August.
    14. Carbone, Jared C. & Kverndokk, Snorre, 2014. "Individual investments in education and health," HERO Online Working Paper Series 2014:1, University of Oslo, Health Economics Research Programme.
    15. Gunasekara, Fiona Imlach & Carter, Kristie & Blakely, Tony, 2011. "Change in income and change in self-rated health: Systematic review of studies using repeated measures to control for confounding bias," Social Science & Medicine, Elsevier, vol. 72(2), pages 193-201, January.
    16. Ozdamar, Oznur & Giovanis, Eleftherios, 2016. "Being Healthy in Turkey: A Pseudo-Panel Data Analysis," MPRA Paper 95838, University Library of Munich, Germany.
    17. Gardner, Jonathan & Oswald, Andrew J., 2007. "Money and mental wellbeing: A longitudinal study of medium-sized lottery wins," Journal of Health Economics, Elsevier, vol. 26(1), pages 49-60, January.
    18. Odeyemi Gbenga A., 2015. "Understanding the Dynamics between Income and Health: Evidence Form African’s Richest and Poorest Countries," Journal of Public Policy & Governance, Research Academy of Social Sciences, vol. 2(2), pages 56-67.
    19. Maite Blázquez Cuesta & Elena Cottini & Herrarte, A. (Ainhoa), 2012. "GINI DP 39: Socioeconomic Gradient in Health: How Important is Material Deprivation?," GINI Discussion Papers 39, AIAS, Amsterdam Institute for Advanced Labour Studies.
    20. Sirven, Nicolas, 2006. "Endogenous social capital and self-rated health: Cross-sectional data from rural areas of Madagascar," Social Science & Medicine, Elsevier, vol. 63(6), pages 1489-1502, September.

    More about this item

    Keywords

    health inequality; socioeconomic status; social gradient; Mundlak;
    All these keywords.

    JEL classification:

    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement

    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:yor:hectdg:21/15. 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: Jane Rawlings (email available below). General contact details of provider: https://edirc.repec.org/data/deyoruk.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.