IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v351y2024ics0277953624004052.html
   My bibliography  Save this article

Socioeconomic deprivation, health and healthcare utilisation among millennials

Author

Listed:
  • Martínez-Jiménez, Mario
  • Hollingsworth, Bruce
  • Zucchelli, Eugenio

Abstract

This study estimates and decomposes components of different measures of inequality in health and healthcare use among millennial adolescents, a sizeable cohort of individuals at a critical stage of life. Administrative data from the UK Hospital Episode Statistics are linked to Next Steps, a survey collecting information about millennials born between 1989 and 1990, providing a uniquely comprehensive source of health and socioeconomic variables. Socioeconomic inequalities in psychological distress, long-term illness and the use of emergency and outpatient hospital care are measured using a corrected concentration index. Shapley-Shorrocks decomposition techniques are employed to measure the relative contributions of childhood socioeconomic circumstances to adolescents’ health and healthcare inequality of opportunity. Results show that income-related deprivation contributes to significant inequalities in mental and physical health among adolescents aged between 15 and 17 years old. There are also pro-rich inequalities in the use of specific outpatient hospital services (e.g., orthodontic and mental healthcare), while pro-poor disparities are found in the use of emergency care services. Regional and parental circumstances are leading factors in influencing inequality of opportunity in the use of hospital care among adolescents. These findings shed light on the main drivers of health inequalities during an important stage of human development and have potentially important implications on human capital formation across the life-cycle.

Suggested Citation

  • Martínez-Jiménez, Mario & Hollingsworth, Bruce & Zucchelli, Eugenio, 2024. "Socioeconomic deprivation, health and healthcare utilisation among millennials," Social Science & Medicine, Elsevier, vol. 351(C).
  • Handle: RePEc:eee:socmed:v:351:y:2024:i:c:s0277953624004052
    DOI: 10.1016/j.socscimed.2024.116961
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953624004052
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.socscimed.2024.116961?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Wagstaff, Adam & Paci, Pierella & van Doorslaer, Eddy, 1991. "On the measurement of inequalities in health," Social Science & Medicine, Elsevier, vol. 33(5), pages 545-557, January.
    2. James J. Heckman & Stefano Mosso, 2014. "The Economics of Human Development and Social Mobility," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 689-733, August.
    3. Saavedra-Chanduví, Jaime & Molinas, José R. & De Barros, Ricardo Paes & Ferreira, Francisco H. G., 2009. "Measuring Inequality of Opportunities in Latin America and the Caribbean," IDB Publications (Books), Inter-American Development Bank, number 361, December.
    4. Francisco H. G. Ferreira & Jérémie Gignoux, 2014. "The Measurement of Educational Inequality: Achievement and Opportunity," The World Bank Economic Review, World Bank, vol. 28(2), pages 210-246.
    5. Janet Currie & Hannes Schwandt, 2016. "Mortality Inequality: The Good News from a County-Level Approach," Journal of Economic Perspectives, American Economic Association, vol. 30(2), pages 29-52, Spring.
    6. John E. Roemer & Alain Trannoy, 2016. "Equality of Opportunity: Theory and Measurement," Journal of Economic Literature, American Economic Association, vol. 54(4), pages 1288-1332, December.
    7. Marc Fleurbaey & Vito Peragine, 2013. "Ex Ante Versus Ex Post Equality of Opportunity," Economica, London School of Economics and Political Science, vol. 80(317), pages 118-130, January.
    8. Kakwani, Nanak C, 1977. "Applications of Lorenz Curves in Economic Analysis," Econometrica, Econometric Society, vol. 45(3), pages 719-727, April.
    9. Xavier Ramos & Dirk gaer, 2016. "Approaches To Inequality Of Opportunity: Principles, Measures And Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 30(5), pages 855-883, December.
    10. Vincenzo Carrieri & Apostolos Davillas & Andrew M. Jones, 2020. "A latent class approach to inequity in health using biomarker data," Health Economics, John Wiley & Sons, Ltd., vol. 29(7), pages 808-826, July.
    11. 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.
    12. Marion Devaux, 2015. "Income-related inequalities and inequities in health care services utilisation in 18 selected OECD countries," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(1), pages 21-33, January.
    13. 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.
    14. West, Patrick & Sweeting, Helen, 2004. "Evidence on equalisation in health in youth from the West of Scotland," Social Science & Medicine, Elsevier, vol. 59(1), pages 13-27, July.
    15. Afshin Zilanawala & Laia Bécares & Aprile Benner, 2019. "Race/ethnic inequalities in early adolescent development in the United Kingdom and United States," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 40(6), pages 121-154.
    16. Johanna Fajardo-Gonzalez, 2016. "Inequality of opportunity in adult health in Colombia," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 14(4), pages 395-416, December.
    17. Andrew M. Jones & Xander Koolman & Nigel Rice, 2006. "Health‐related non‐response in the British Household Panel Survey and European Community Household Panel: using inverse‐probability‐weighted estimators in non‐linear models," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(3), pages 543-569, July.
    18. Costa-Font, Joan & Hernández-Quevedo, Cristina & Jiménez-Rubio, Dolores, 2014. "Income inequalities in unhealthy life styles in England and Spain," Economics & Human Biology, Elsevier, vol. 13(C), pages 66-75.
    19. Zhang, Qi & Wang, Youfa, 2004. "Socioeconomic inequality of obesity in the United States: do gender, age, and ethnicity matter?," Social Science & Medicine, Elsevier, vol. 58(6), pages 1171-1180, March.
    20. Wooldridge, Jeffrey M., 2007. "Inverse probability weighted estimation for general missing data problems," Journal of Econometrics, Elsevier, vol. 141(2), pages 1281-1301, December.
    21. Florian Wendelspiess Chavez Juarez & Isidro Soloaga, 2014. "iop: Estimating ex-ante inequality of opportunity," Stata Journal, StataCorp LP, vol. 14(4), pages 830-846, December.
    22. van Doorslaer, Eddy & Wagstaff, Adam & van der Burg, Hattem & Christiansen, Terkel & Citoni, Guido & Di Biase, Rita & Gerdtham, Ulf-G. & Gerfin, Mike & Gross, Lorna & Hakinnen, Unto, 1999. "The redistributive effect of health care finance in twelve OECD countries," Journal of Health Economics, Elsevier, vol. 18(3), pages 291-313, June.
    23. Patricia E Jessiman & Katie Powell & Philippa Williams & Hannah Fairbrother & Mary Crowder & Joanna G Williams & Ruth Kipping, 2021. "A systems map of the determinants of child health inequalities in England at the local level," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-25, February.
    24. McLaughlin, Katie A. & Breslau, Joshua & Green, Jennifer Greif & Lakoma, Matthew D. & Sampson, Nancy A. & Zaslavsky, Alan M. & Kessler, Ronald C., 2011. "Childhood socio-economic status and the onset, persistence, and severity of DSM-IV mental disorders in a US national sample," Social Science & Medicine, Elsevier, vol. 73(7), pages 1088-1096.
    25. Xander Koolman & Eddy van Doorslaer, 2004. "On the interpretation of a concentration index of inequality," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 649-656, July.
    26. Reiss, Franziska, 2013. "Socioeconomic inequalities and mental health problems in children and adolescents: A systematic review," Social Science & Medicine, Elsevier, vol. 90(C), pages 24-31.
    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 & 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).
    2. 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.
    3. Enza Simeone, 2023. "Inequality in health status during the COVID-19 in the UK: does the impact of the second lockdown policy matter?," Working Papers 661, ECINEQ, Society for the Study of Economic Inequality.
    4. Vincenzo Carrieri & Apostolos Davillas & Andrew M. Jones, 2023. "Equality of opportunity and the expansion of higher education in the UK," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 69(4), pages 861-885, December.
    5. Davillas, A. & Jones, A.M., 2020. "The COVID-19 pandemic and its impact on inequality of opportunity in psychological distress in the UK," Health, Econometrics and Data Group (HEDG) Working Papers 20/11, HEDG, c/o Department of Economics, University of York.
    6. David Pérez-Mesa & à ngel S. Marrero, 2024. "Adult health and inequality of opportunity in Spain," Working Papers 671, ECINEQ, Society for the Study of Economic Inequality.
    7. Apostolos Davillas & Andrew M Jones, 2021. "The first wave of the COVID‐19 pandemic and its impact on socioeconomic inequality in psychological distress in the UK," Health Economics, John Wiley & Sons, Ltd., vol. 30(7), pages 1668-1683, July.
    8. Nie, Peng & Ding, Lanlin & Jones, Andrew M., 2020. "Inequality of Opportunity in Bodyweight among Middle-Aged and Older Chinese: A Distributional Approach," IZA Discussion Papers 13421, Institute of Labor Economics (IZA).
    9. Karin Hederos & Markus Jäntti & Lena Lindahl, 2017. "Gender and inequality of opportunity in Sweden," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 49(3), pages 605-635, December.
    10. Burlinson, Andrew & Davillas, Apostolos & Giulietti, Monica, 2023. "Socioeconomic Inequality in Low-Carbon Technology Adoption," IZA Discussion Papers 16114, Institute of Labor Economics (IZA).
    11. Watson, Barry & Kong, Nancy & Phipps, Shelley, 2022. "Dreaming of a Brighter Future? The Impact of Economic Vulnerability on University Aspirations," IZA Discussion Papers 15539, Institute of Labor Economics (IZA).
    12. Vincenzo Carrieri & Apostolos Davillas & Andrew M. Jones, 2020. "A latent class approach to inequity in health using biomarker data," Health Economics, John Wiley & Sons, Ltd., vol. 29(7), pages 808-826, July.
    13. Sarmiento Espinel, Jaime Andrés & Silva Arias, Adriana Carolina & van Gameren, Edwin, 2019. "Evolution of the inequality of educational opportunities from secondary education to university," International Journal of Educational Development, Elsevier, vol. 66(C), pages 193-202.
    14. Flaviana Palmisano & Vito Peragine & Federico Biagi, 2019. "Inequality of opportunity in tertiary education in Europe," JRC Research Reports JRC118543, Joint Research Centre.
    15. Paul Hufe & Andreas Peichl, 2020. "Beyond Equal Rights: Equality of Opportunity in Political Participation," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 66(3), pages 477-511, September.
    16. Yan, Binjian & Chen, Xi & Gill, Thomas M., 2020. "Health inequality among Chinese older adults: The role of childhood circumstances," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
    17. John E. Roemer & Alain Trannoy, 2016. "Equality of Opportunity: Theory and Measurement," Journal of Economic Literature, American Economic Association, vol. 54(4), pages 1288-1332, December.
    18. Elisa Aracil & Elena Maria Diaz & Gonzalo Gómez-Bengoechea & Rosalía Mota & David Roch-Dupré, 2024. "Regional Socioeconomic Assessments with a Genetic Algorithm: An Application on Income Inequality Across Municipalities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 173(2), pages 499-521, June.
    19. Brunori, Paolo & Ferreira, Francisco H. G. & Neidhöfer, Guido, 2023. "Inequality of opportunity and intergenerational persistence in Latin America," LSE Research Online Documents on Economics 120555, London School of Economics and Political Science, LSE Library.
    20. Balwant Singh Mehta & Siddharth Dhote & Ravi Srivastava, 2023. "Decomposition of Inequality of Opportunity in India: An Application of Data-Driven Machine Learning Approach," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 66(2), pages 439-469, June.

    More about this item

    Keywords

    Income Deprivation; Health Inequalities; Healthcare Use; Millennials; Adolescents;
    All these keywords.

    JEL classification:

    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • I10 - Health, Education, and Welfare - - Health - - - General
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality

    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:eee:socmed:v:351:y:2024:i:c:s0277953624004052. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/315/description#description .

    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.