IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v33y2024i10p2419-2436.html
   My bibliography  Save this article

Adaptation of the Foster‐Greer‐Thorbecke poverty measures for the measurement of catastrophic health expenditures

Author

Listed:
  • Tomson Ogwang
  • Germano Mwabu

Abstract

In this paper we provide an adaptation of the Foster‐Greer‐Thorbecke (FGT) family of poverty measures for the measurement and analysis of catastrophic health expenditure (CHE). The adaptation entails introducing the FGT‐type family of CHE measures with a single CHE aversion parameter whose value can be increased to put greater emphasis on the health expenditure proportions that overshoot the prescribed threshold proportions for CHE characterization by the greatest margins. The subgroup decomposition property of the FGT‐type family of CHE measures (i.e., the ability to isolate the contributions of the various mutually exclusive population subgroups to the overall FGT‐type CHE measure) is discussed along with other normative properties. We also show how the estimation and subgroup decomposition of the FGT‐type family of CHE measures can be conveniently accomplished using ordinary least squares regression. An illustrative example is also provided to show how the FGT approach can provide valuable insights into the distribution of CHE among the healthcare spending units that incur CHE.

Suggested Citation

  • Tomson Ogwang & Germano Mwabu, 2024. "Adaptation of the Foster‐Greer‐Thorbecke poverty measures for the measurement of catastrophic health expenditures," Health Economics, John Wiley & Sons, Ltd., vol. 33(10), pages 2419-2436, October.
  • Handle: RePEc:wly:hlthec:v:33:y:2024:i:10:p:2419-2436
    DOI: 10.1002/hec.4880
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.4880
    Download Restriction: no

    File URL: https://libkey.io/10.1002/hec.4880?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. Oluyele Akinkugbe & Chitalu Chama-Chiliba & Naomi Tlotlego, 2012. "Health Financing and Catastrophic Payments for Health Care: Evidence from Household-level Survey Data in Botswana and Lesotho," African Development Review, African Development Bank, vol. 24(4), pages 358-370.
    2. 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.
    3. Foster, James & Greer, Joel & Thorbecke, Erik, 1984. "A Class of Decomposable Poverty Measures," Econometrica, Econometric Society, vol. 52(3), pages 761-766, May.
    4. Owen O'Donnell & Eddy van Doorslaer & Adam Wagstaff & Magnus Lindelow, 2008. "Analyzing Health Equity Using Household Survey Data : A Guide to Techniques and Their Implementation," World Bank Publications - Books, The World Bank Group, number 6896.
    5. Wagstaff, Adam & van Doorslaer, Eddy & Watanabe, Naoko, 2003. "On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam," Journal of Econometrics, Elsevier, vol. 112(1), pages 207-223, January.
    6. Henry C. Edeh, 2022. "Exploring dynamics in catastrophic health care expenditure in Nigeria," Health Economics Review, Springer, vol. 12(1), pages 1-20, December.
    7. Adam Wagstaff, 2019. "Measuring catastrophic medical expenditures: Reflections on three issues," Health Economics, John Wiley & Sons, Ltd., vol. 28(6), pages 765-781, June.
    8. Adam Wagstaff & Eddy van Doorslaer, 2000. "Measuring and Testing for Inequity in the Delivery of Health Care," Journal of Human Resources, University of Wisconsin Press, vol. 35(4), pages 716-733.
    9. Adam Wagstaff & Eddy van Doorslaer, 2003. "Catastrophe and impoverishment in paying for health care: with applications to Vietnam 1993–1998," Health Economics, John Wiley & Sons, Ltd., vol. 12(11), pages 921-933, November.
    10. Cylus, Jonathan & Thomson, Sarah & Evetovits, Tamás, 2018. "Catastrophic health spending in Europe: equity and policy implications of different calculation methods," LSE Research Online Documents on Economics 89062, London School of Economics and Political Science, LSE Library.
    11. Gabriela Flores & Jaya Krishnakumar & Owen O'Donnell & Eddy van Doorslaer, 2008. "Coping with health‐care costs: implications for the measurement of catastrophic expenditures and poverty," Health Economics, John Wiley & Sons, Ltd., vol. 17(12), pages 1393-1412, December.
    12. Oihana Aristondo & Casilda Lasso De La Vega & Ana Urrutia, 2010. "A New Multiplicative Decomposition For The Foster–Greer–Thorbecke Poverty Indices," Bulletin of Economic Research, Wiley Blackwell, vol. 62(3), pages 259-267, July.
    13. Xian-zhi Fu, 2022. "The comparison of catastrophic health expenditure and its inequality between urban and rural households in China," Health Economics Review, Springer, vol. 12(1), pages 1-17, December.
    14. Ataguba, John Ele-Ojo, 2012. "Reassessing catastrophic health-care payments with a Nigerian case study," Health Economics, Policy and Law, Cambridge University Press, vol. 7(3), pages 309-326, July.
    15. Tomson Ogwang, 2022. "The Foster–Greer–Thorbecke Poverty Measures Reveal More," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(3), pages 1481-1503, December.
    16. Gabriela Flores & Jaya Krishnakumar & Owen O'Donnell & Eddy van Doorslaer, 2008. "Coping with health-care costs: implications for the measurement of catastrophic expenditures and poverty," Health Economics, John Wiley & Sons, Ltd., vol. 17(12), pages 1393-1412.
    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. Owen (O.A.) O'Donnell, 2019. "Financial Protection Against Medical Expense," Tinbergen Institute Discussion Papers 19-010/V, Tinbergen Institute.
    2. Eddy van Doorslaer & Owen O'Donnell, 2008. "Measurement and Explanation of Inequality in Health and Health Care in Low-Income Settings," WIDER Working Paper Series DP2008-04, World Institute for Development Economic Research (UNU-WIDER).
    3. Aristides dos Santos, Anderson Moreira & Perelman, Julian & Jacinto, Paulo de Andrade & Tejada, Cesar Augusto Oviedo & Barros, Aluísio J.D. & Bertoldi, Andréa D. & Matijasevich, Alicia & Santos, Iná S, 2019. "Income-related inequality and inequity in children’s health care: A longitudinal analysis using data from Brazil," Social Science & Medicine, Elsevier, vol. 224(C), pages 127-137.
    4. O'Donnell, Owen, 2024. "Health and health system effects on poverty: A narrative review of global evidence," Health Policy, Elsevier, vol. 142(C).
    5. E. Xie, 2011. "Income-related inequalities of health and health care utilization," Frontiers of Economics in China, Springer;Higher Education Press, vol. 6(1), pages 131-156, March.
    6. Athina Raftopoulou & Joan Gil Trasfi, 2024. "Income-related inequality in obesity and its determinants in Spain: What happens beyond the obesity threshold?," International Journal of Health Economics and Management, Springer, vol. 24(1), pages 135-153, March.
    7. FLEURBAEY, Marc & SCHOKKAERT, Erik, 2011. "Equity in health and health care," LIDAM Discussion Papers CORE 2011026, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    8. Hai Zhong, 2010. "On decomposing the inequality and inequity change in health care utilization: change in means, or change in the distributions?," International Journal of Health Economics and Management, Springer, vol. 10(4), pages 369-386, December.
    9. Hajizadeh, Mohammad & Pandey, Sujita & Pulok, Mohammad Habibullah, 2023. "Decomposition of socioeconomic inequalities in catastrophic out-of-pocket expenditure for healthcare in Canada," Health Policy, Elsevier, vol. 127(C), pages 51-59.
    10. Chaofan Li & Lei Dou & Haipeng Wang & Shanshan Jing & Aitian Yin, 2017. "Horizontal Inequity in Health Care Utilization among the Middle-Aged and Elderly in China," IJERPH, MDPI, vol. 14(8), pages 1-13, July.
    11. Stefania Ilinca & Ricardo Rodrigues & Andrea E. Schmidt, 2017. "Fairness and Eligibility to Long-Term Care: An Analysis of the Factors Driving Inequality and Inequity in the Use of Home Care for Older Europeans," IJERPH, MDPI, vol. 14(10), pages 1-15, October.
    12. Makate, Marshall & Makate, Clifton, 2016. "The Evolution of Socioeconomic-Related Inequalities in Maternal Healthcare Utilization: Evidence from Zimbabwe, 1994-2011," MPRA Paper 83897, University Library of Munich, Germany, revised 12 Jan 2018.
    13. Mohammad Habibullah Pulok & Kees Gool & Mohammad Hajizadeh & Sara Allin & Jane Hall, 2020. "Measuring horizontal inequity in healthcare utilisation: a review of methodological developments and debates," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(2), pages 171-180, March.
    14. Jay Dev Dubey, 2021. "Measuring Income Elasticity of Healthcare-Seeking Behavior in India: A Conditional Quantile Regression Approach," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(4), pages 767-793, December.
    15. Di Novi, C. & Piacenza, M. & Robone, S. & Turati, G., 2015. "How does fiscal decentralization affect within-regional disparities in well-being? Evidence from health inequalities in Italy," Health, Econometrics and Data Group (HEDG) Working Papers 15/23, HEDG, c/o Department of Economics, University of York.
    16. David Mayer-Foulkes, 2008. "Economic Geography of Human Development: Stratified Growth in Bolivia, Brazil, Guatemala and Peru," Working Papers DTE 436, CIDE, División de Economía.
    17. Olufunke Alaba & Lumbwe Chola, 2014. "Socioeconomic Inequalities in Adult Obesity Prevalence in South Africa: A Decomposition Analysis," IJERPH, MDPI, vol. 11(3), pages 1-20, March.
    18. dos Santos, Anderson Moreira Aristides & Triaca, Lívia Madeira & Tejada, Cesar Augusto Oviedo, 2021. "Evolution of inequalities in health care use among older people in Brazil: Evidence for the period 1998–2019," The Journal of the Economics of Ageing, Elsevier, vol. 20(C).
    19. Niëns, L.M. & Brouwer, W.B.F., 2013. "Measuring the affordability of medicines: Importance and challenges," Health Policy, Elsevier, vol. 112(1), pages 45-52.
    20. Ana I. Balsa & Máximo Rossi & Patricia Triunfo, 2011. "Horizontal Inequity in Access to Health Care in Four South American Cities," Revista de Economía del Rosario, Universidad del Rosario, June.

    More about this item

    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:wly:hlthec:v:33:y:2024:i:10:p:2419-2436. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    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.