IDEAS home Printed from https://ideas.repec.org/p/ese/iserwp/2018-14.html
   My bibliography  Save this paper

Distributional analysis of the role of breadth and persistence of multiple deprivation in the health gradient measured by biomarkers

Author

Listed:
  • Davillas, Apostolos
  • M. Jones, Andrew
  • Sinha, Kompal
  • Sharma, Anurag

Abstract

This paper analyses the relationship between health and socioeconomic status ac- counting for the role of breadth and persistence of multiple deprivation. Adopting a holistic approach to multidimensional deprivation, we construct measures of absolute and relative deprivation and use these measures along with a range of nurse measured and blood-based biomarkers for a distributional analysis of the relationship between so- cioeconomic status and health. Using data from the British Household Panel Survey and Understanding Society, our analysis finds the presence of systematic multidimensional deprivation gradient across the distribution of most of our biomarkers (BMI, waist cir- cumference, heart rate, C-reactive protein and HbA1c) beyond income, with the size of this gradient to be substantially larger at higher tails of the biomarker distribution. De- composition analysis of the contribution of components of deprivation to health suggests breadth of deprivation to dominate the contribution over persistence. Health policy pri- oritising health of people enduring deprivation across multiple domains, i.e., people who experience dual burden of deprivation across several domains and poor health, may be particularly effective at reducing the risk of falling into a health-deprivation trap.

Suggested Citation

  • Davillas, Apostolos & M. Jones, Andrew & Sinha, Kompal & Sharma, Anurag, 2018. "Distributional analysis of the role of breadth and persistence of multiple deprivation in the health gradient measured by biomarkers," ISER Working Paper Series 2018-14, Institute for Social and Economic Research.
  • Handle: RePEc:ese:iserwp:2018-14
    as

    Download full text from publisher

    File URL: https://www.iser.essex.ac.uk/wp-content/uploads/files/working-papers/iser/2018-14.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Walter Bossert & Conchita D'Ambrosio & Vito Peragine, 2007. "Deprivation and Social Exclusion," Economica, London School of Economics and Political Science, vol. 74(296), pages 777-803, November.
    2. Carrieri, V. & Jones, A.M., 2015. "The Income-Health Relationship “Beyond the Mean†: New Evidence from Biomarkers," Health, Econometrics and Data Group (HEDG) Working Papers 15/22, HEDG, c/o Department of Economics, University of York.
    3. Gruenewald, Tara L. & Cohen, Sheldon & Matthews, Karen A. & Tracy, Russell & Seeman, Teresa E., 2009. "Association of socioeconomic status with inflammation markers in black and white men and women in the Coronary Artery Risk Development in Young Adults (CARDIA) study," Social Science & Medicine, Elsevier, vol. 69(3), pages 451-459, August.
    4. Christine Eibner & William N. Evans, 2005. "Relative Deprivation, Poor Health Habits, and Mortality," Journal of Human Resources, University of Wisconsin Press, vol. 40(3).
    5. Maite Blázquez Cuesta & Santiago Budría, 2014. "Deprivation and Subjective Well-Being: Evidence from Panel Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(4), pages 655-682, December.
    6. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7), pages 476-487.
    7. Angus Deaton, 2001. "Relative Deprivation, Inequality, and Mortality," NBER Working Papers 8099, National Bureau of Economic Research, Inc.
    8. Alkire, Sabina, 2002. "Dimensions of Human Development," World Development, Elsevier, vol. 30(2), pages 181-205, February.
    9. 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.
    10. Deaton, Angus S & Paxson, Christina H, 1998. "Aging and Inequality in Income and Health," American Economic Review, American Economic Association, vol. 88(2), pages 248-253, May.
    11. 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.
    12. Koen Decancq & María Ana Lugo, 2012. "Inequality of Wellbeing: A Multidimensional Approach," Economica, London School of Economics and Political Science, vol. 79(316), pages 721-746, October.
    13. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
    14. Davillas, Apostolos & Pudney, Stephen, 2017. "Concordance of health states in couples: Analysis of self-reported, nurse administered and blood-based biomarker data in the UK Understanding Society panel," Journal of Health Economics, Elsevier, vol. 56(C), pages 87-102.
    15. Contoyannis, Paul & Jones, Andrew M., 2004. "Socio-economic status, health and lifestyle," Journal of Health Economics, Elsevier, vol. 23(5), pages 965-995, September.
    16. repec:pri:cheawb:deaton_relative_deprivation.pdf is not listed on IDEAS
    17. Adjaye-Gbewonyo, Kafui & Kawachi, Ichiro, 2012. "Use of the Yitzhaki Index as a test of relative deprivation for health outcomes: A review of recent literature," Social Science & Medicine, Elsevier, vol. 75(1), pages 129-137.
    18. Anthony Shorrocks, 2013. "Decomposition procedures for distributional analysis: a unified framework based on the Shapley value," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(1), pages 99-126, March.
    19. 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.
    20. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    21. Aaron Nicholas & Ranjan Ray & Kompal Sinha, 2019. "Differentiating Between Dimensionality and Duration in Multidimensional Measures of Poverty: Methodology with an Application to China," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 65(1), pages 48-74, March.
    22. Subramanyam, Malavika & Kawachi, Ichiro & Berkman, Lisa & Subramanian, S.V., 2009. "Relative deprivation in income and self-rated health in the United States," Social Science & Medicine, Elsevier, vol. 69(3), pages 327-334, August.
    23. 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.
    24. Glei, Dana A. & Goldman, Noreen & Shkolnikov, Vladimir M. & Jdanov, Dmitri & Shalnova, Svetlana & Shkolnikova, Maria & Weinstein, Maxine, 2013. "To what extent do biomarkers account for the large social disparities in health in Moscow?," Social Science & Medicine, Elsevier, vol. 77(C), pages 164-172.
    25. Eiji Mangyo & Albert Park, 2011. "Relative Deprivation and Health: Which Reference Groups Matter?," Journal of Human Resources, University of Wisconsin Press, vol. 46(3), pages 459-481.
    26. Andrei Bougrov & Robert Johnson & Benno Ndulo & Pedro Paez & Avinash Persaud & Heidemarie Wieczorek-Zeul & Akhtar Aziz Zeti & Charles Goodhart & Jomo Kwame Sundaram & Youssef Boutros-Ghali & José Anto, 2010. "The Stiglitz Report," SciencePo Working papers Main hal-03415638, HAL.
      • Andrei Bougrov & Robert Johnson & Benno Ndulo & Pedro Paez & Avinash Persaud & Heidemarie Wieczorek-Zeul & Akhtar Aziz Zeti & Charles Goodhart & Jomo Kwame Sundaram & Youssef Boutros-Ghali & José Anto, 2010. "The Stiglitz Report," Working Papers hal-03415638, HAL.
    27. Paula K. Lorgelly & Joanne Lindley, 2008. "What is the relationship between income inequality and health? Evidence from the BHPS," Health Economics, John Wiley & Sons, Ltd., vol. 17(2), pages 249-265, February.
    28. Doorslaer, Eddy van & Jones, Andrew M., 2003. "Inequalities in self-reported health: validation of a new approach to measurement," Journal of Health Economics, Elsevier, vol. 22(1), pages 61-87, January.
    29. Kim, Jinyoung & Durden, Emily, 2007. "Socioeconomic status and age trajectories of health," Social Science & Medicine, Elsevier, vol. 65(12), pages 2489-2502, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Davillas, Apostolos & Pudney, Stephen, 2017. "Concordance of health states in couples: Analysis of self-reported, nurse administered and blood-based biomarker data in the UK Understanding Society panel," Journal of Health Economics, Elsevier, vol. 56(C), pages 87-102.

    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. Sinha, Kompal & Davillas, Apostolos & Jones, Andrew M. & Sharma, Anurag, 2021. "Do socioeconomic health gradients persist over time and beyond income? A distributional analysis using UK biomarker data," Economics & Human Biology, Elsevier, vol. 43(C).
    2. Benzeval, Michaela & Davillas, Apostolos & M. Jones, Andrew, 2017. "The income-health gradient: evidence from self-reported health and biomarkers using longitudinal data on income," ISER Working Paper Series 2017-03, Institute for Social and Economic Research.
    3. Owen O'Donnell & Eddy Van Doorslaer & Tom Van Ourti, 2013. "Health and Inequality," Tinbergen Institute Discussion Papers 13-170/V, Tinbergen Institute.
    4. 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.
    5. 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.
    6. Grönqvist, Hans & Johansson, Per & Niknami, Susan, 2012. "Income inequality and health: Lessons from a refugee residential assignment program," Journal of Health Economics, Elsevier, vol. 31(4), pages 617-629.
    7. Sun, Yu & You, Wen, 2016. "Relative-deprivation effects on child health in China," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235926, Agricultural and Applied Economics Association.
    8. Miething, Alexander, 2013. "A matter of perception: Exploring the role of income satisfaction in the income–mortality relationship in German survey data 1995–2010," Social Science & Medicine, Elsevier, vol. 99(C), pages 72-79.
    9. 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).
    10. 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.
    11. Chee Hon Chan & Ho Kit Wong & Paul Siu Fai Yip, 2017. "Associations of relative income deprivation with perceived happiness and self-rated health among the Hong Kong Chinese population," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 62(6), pages 697-707, July.
    12. Pak, Tae-Young & Choung, Youngjoo, 2020. "Relative deprivation and suicide risk in South Korea," Social Science & Medicine, Elsevier, vol. 247(C).
    13. Adjaye-Gbewonyo, Kafui & Kawachi, Ichiro, 2012. "Use of the Yitzhaki Index as a test of relative deprivation for health outcomes: A review of recent literature," Social Science & Medicine, Elsevier, vol. 75(1), pages 129-137.
    14. Maite Blázquez Cuesta & Santiago Budría, 2013. "Does income deprivation affect people’s mental well-being?," Working Papers 1312, Banco de España.
    15. Kuo, Chun-Tung & Chiang, Tung-liang, 2013. "The association between relative deprivation and self-rated health, depressive symptoms, and smoking behavior in Taiwan," Social Science & Medicine, Elsevier, vol. 89(C), pages 39-44.
    16. David Cantarero & Marta Pascual & Jose Maria Sarabia, 2004. "Can income inequality contribute to understand inequalities in health? An empirical approach based on the European Community Household Panel," ERSA conference papers ersa04p230, European Regional Science Association.
    17. Hounkpatin, Hilda Osafo & Wood, Alex M. & Dunn, Graham, 2016. "Does income relate to health due to psychosocial or material factors? Consistent support for the psychosocial hypothesis requires operationalization with income rank not the Yitzhaki Index," Social Science & Medicine, Elsevier, vol. 150(C), pages 76-84.
    18. 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.
    19. Cuesta, Maite Blázquez & Budría, Santiago, 2015. "Income deprivation and mental well-being: The role of non-cognitive skills," Economics & Human Biology, Elsevier, vol. 17(C), pages 16-28.
    20. Davillas, Apostolos & Pudney, Stephen, 2020. "Biomarkers, disability and health care demand," Economics & Human Biology, Elsevier, vol. 39(C).

    More about this item

    JEL classification:

    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • D13 - Microeconomics - - Household Behavior - - - Household Production and Intrahouse Allocation
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • J1 - Labor and Demographic Economics - - Demographic Economics
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J26 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Retirement; Retirement Policies

    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:ese:iserwp:2018-14. 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: Jonathan Nears (email available below). General contact details of provider: https://edirc.repec.org/data/rcessuk.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.