IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0116897.html
   My bibliography  Save this article

Out-of-Pocket Expenditure on Chronic Non-Communicable Diseases in Sub-Saharan Africa: The Case of Rural Malawi

Author

Listed:
  • Qun Wang
  • Alex Z Fu
  • Stephan Brenner
  • Olivier Kalmus
  • Hastings Thomas Banda
  • Manuela De Allegri

Abstract

In Sub-Saharan Africa (SSA) the disease burden of chronic non-communicable diseases (CNCDs) is rising considerably. Given weaknesses in existing financial arrangements across SSA, expenditure on CNCDs is often borne directly by patients through out-of-pocket (OOP) payments. This study explored patterns and determinants of OOP expenditure on CNCDs in Malawi. We used data from the first round of a longitudinal household health survey conducted in 2012 on a sample of 1199 households in three rural districts in Malawi. We used a two-part model to analyze determinants of OOP expenditure on CNCDs. 475 respondents reported at least one CNCD. More than 60% of the 298 individuals who reported seeking care incurred OOP expenditure. The amount of OOP expenditure on CNCDs comprised 22% of their monthly per capita household expenditure. The poorer the household, the higher proportion of their monthly per capita household expenditure was spent on CNCDs. Higher severity of disease was significantly associated with an increased likelihood of incurring OOP expenditure. Use of formal care was negatively associated with the possibility of incurring OOP expenditure. The following factors were positively associated with the amount of OOP expenditure: being female, Alomwe and household head, longer duration of disease, CNCDs targeted through active screening programs, higher socio-economic status, household head being literate, using formal care, and fewer household members living with a CNCD within a household. Our study showed that, in spite of a context where care for CNCDs should in principle be available free of charge at point of use, OOP payments impose a considerable financial burden on rural households, especially among the poorest. This suggests the existence of important gaps in financial protection in the current coverage policy.

Suggested Citation

  • Qun Wang & Alex Z Fu & Stephan Brenner & Olivier Kalmus & Hastings Thomas Banda & Manuela De Allegri, 2015. "Out-of-Pocket Expenditure on Chronic Non-Communicable Diseases in Sub-Saharan Africa: The Case of Rural Malawi," PLOS ONE, Public Library of Science, vol. 10(1), pages 1-15, January.
  • Handle: RePEc:plo:pone00:0116897
    DOI: 10.1371/journal.pone.0116897
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0116897
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0116897&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0116897?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. Kankeu Tchewonpi, Hyacinthe & Saksena, Priyanka & Xu, Ke & Evans, David B, 2013. "The financial burden from non-communicable diseases in low- and middle-income countries: a literature review," MPRA Paper 54534, University Library of Munich, Germany.
    2. Albert A. Okunade & Chutima Suraratdecha & David A. Benson, 2010. "Determinants of Thailand household healthcare expenditure: the relevance of permanent resources and other correlates," Health Economics, John Wiley & Sons, Ltd., vol. 19(3), pages 365-376, March.
    3. Md Mizanur Rahman & Stuart Gilmour & Eiko Saito & Papia Sultana & Kenji Shibuya, 2013. "Health-Related Financial Catastrophe, Inequality and Chronic Illness in Bangladesh," PLOS ONE, Public Library of Science, vol. 8(2), pages 1-9, February.
    4. Getzen, Thomas E., 2000. "Health care is an individual necessity and a national luxury: applying multilevel decision models to the analysis of health care expenditures," Journal of Health Economics, Elsevier, vol. 19(2), pages 259-270, March.
    5. Abdallah S. Daar & Peter A. Singer & Deepa Leah Persad & Stig K. Pramming & David R. Matthews & Robert Beaglehole & Alan Bernstein & Leszek K. Borysiewicz & Stephen Colagiuri & Nirmal Ganguly & Roger , 2007. "Grand challenges in chronic non-communicable diseases," Nature, Nature, vol. 450(7169), pages 494-496, November.
    6. Pablo Gottret & George Schieber, 2006. "Health Financing Revisited : A Practitioner's Guide," World Bank Publications - Books, The World Bank Group, number 7094.
    7. Eric A Finkelstein & Junxing Chay & Shailendra Bajpai, 2014. "The Economic Burden of Self-Reported and Undiagnosed Cardiovascular Diseases and Diabetes on Indonesian Households," PLOS ONE, Public Library of Science, vol. 9(6), pages 1-8, June.
    8. Manos Matsaganis & Theodore Mitrakos & Panos Tsakloglou, 2009. "Modelling health expenditure at the household level in Greece," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 10(3), pages 329-336, July.
    9. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    10. Manning, Willard G., 1998. "The logged dependent variable, heteroscedasticity, and the retransformation problem," Journal of Health Economics, Elsevier, vol. 17(3), pages 283-295, June.
    11. Tin Su & Subhash Pokhrel & Adjima Gbangou & Steffen Flessa, 2006. "Determinants of household health expenditure on western institutional health care," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 7(3), pages 195-203, September.
    12. Anirban Basu & Bhakti V. Arondekar & Paul J. Rathouz, 2006. "Scale of interest versus scale of estimation: comparing alternative estimators for the incremental costs of a comorbidity," Health Economics, John Wiley & Sons, Ltd., vol. 15(10), pages 1091-1107, October.
    13. Abegunde, Dele Olawale & Stanciole, Anderson E., 2008. "The economic impact of chronic diseases: How do households respond to shocks? Evidence from Russia," Social Science & Medicine, Elsevier, vol. 66(11), pages 2296-2307, June.
    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. Byaro, Mwoya & Mayaya, Hozen & Pelizzo, Riccardo, 2022. "Sustainable Development Goals for Sub-Saharan Africans' by 2030: A Pathway to Longer Life Expectancy via Higher Health-Care Spending and Low Disease Burdens," African Journal of Economic Review, African Journal of Economic Review, vol. 10(2), March.
    2. Yan Zhang & Wenxi Tang & Xiang Zhang & Yaoguang Zhang & Liang Zhang, 2015. "National Health Insurance Development in China from 2004 to 2011: Coverage versus Benefits," PLOS ONE, Public Library of Science, vol. 10(5), pages 1-10, May.
    3. Anshul Kastor & Sanjay K Mohanty, 2018. "Disease-specific out-of-pocket and catastrophic health expenditure on hospitalization in India: Do Indian households face distress health financing?," PLOS ONE, Public Library of Science, vol. 13(5), pages 1-18, May.
    4. Herberholz, Chantal & Phuntsho, Sonam, 2021. "Medical, transportation and spiritual out-of-pocket health expenditure on outpatient and inpatient visits in Bhutan," Social Science & Medicine, Elsevier, vol. 273(C).
    5. Boniface Ayanbekongshie Ushie & David Betelwhobel Ugal & Justin Agorye Ingwu, 2016. "Overdependence on For-Profit Pharmacies: A Descriptive Survey of User Evaluation of Medicines Availability in Public Hospitals in Selected Nigerian States," PLOS ONE, Public Library of Science, vol. 11(11), pages 1-13, November.

    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. 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.
    2. Pushpendra Singh & Virendra Kumar, 2017. "The Rising Burden of Healthcare Expenditure in India: A Poverty Nexus," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(2), pages 741-762, September.
    3. Ebaidalla Mahjoub Ebaidalla & Mohammed Elhaj Mustafa Ali, 2017. "Determinants and Impact of Households’s Out-of-Pocket Health Care Expenditure in Sudan: Evidence From Urban and Rural Population," Working Papers 1170, Economic Research Forum, revised 12 2017.
    4. Felipa de Mello-Sampayo & Sofia de Sousa-Vale, 2014. "Financing Health Care Expenditure in the OECD Countries: Evidence from a Heterogeneous, Cross-Sectional Dependent Panel," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 207-225, March.
    5. Tamara Fioroni, 2010. "Optimal savings and health spending over the life cycle," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(4), pages 355-365, August.
    6. Nicole Black & Johannes S. Kunz, 2019. "The Intergenerational Effects of Language Proficiency on Child Health Outcomes," Monash Economics Working Papers 05-19, Monash University, Department of Economics.
    7. Maryam Bigdeli & Bart Jacobs & Chean Rithy Men & Kristine Nilsen & Wim Van Damme & Bruno Dujardin, 2016. "Access to Treatment for Diabetes and Hypertension in Rural Cambodia: Performance of Existing Social Health Protection Schemes," PLOS ONE, Public Library of Science, vol. 11(1), pages 1-18, January.
    8. Cinzia Di Novi & Anna Marenzi & Dino Rizzi, 2018. "Do healthcare tax credits help poor-health individuals on low incomes?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(2), pages 293-307, March.
    9. Hyejin Lee & Dong-Yop Oh & Ming Meng, 2019. "Stationarity and cointegration of health care expenditure and GDP: evidence from tests with smooth structural shifts," Empirical Economics, Springer, vol. 57(2), pages 631-652, August.
    10. Eugene Kouassi & Gnoudentiho G Silue & Oluyele Akinkugbe & Jean Marcelin B Brou, 2017. "Health expenditures and Income with Nonstationary Panel Data: Evidence from ECOWAS Member Countries," Economics Bulletin, AccessEcon, vol. 37(3), pages 2198-2218.
    11. Marcel Bilger & Willard G. Manning, 2015. "Measuring Overfitting In Nonlinear Models: A New Method And An Application To Health Expenditures," Health Economics, John Wiley & Sons, Ltd., vol. 24(1), pages 75-85, January.
    12. Felipa de Mello-Sampayo & Sofia de Sousa-Vale, 2014. "Financing Health Care Expenditure in the OECD Countries: Evidence from a Heterogeneous, Cross-Sectional Dependent Panel," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 207-225.
    13. Yuping Tsai, 2018. "Social Security Income and Health Care Spending: Evidence from the Social Security Notch," Scandinavian Journal of Economics, Wiley Blackwell, vol. 120(2), pages 440-464, April.
    14. Kubatko Oleksandr & Kubatko Oleksandra, 2015. "The Influence of Environmental Factors on Human Health: Economic Estimations for Ukraine," EERC Working Paper Series 15/01e, EERC Research Network, Russia and CIS.
    15. Lin, Tsui-Fang, 2008. "Modifiable health risk factors and medical expenditures - The case of Taiwan," Social Science & Medicine, Elsevier, vol. 67(11), pages 1727-1736, December.
    16. Van Houtven, Courtney Harold & Norton, Edward C., 2004. "Informal care and health care use of older adults," Journal of Health Economics, Elsevier, vol. 23(6), pages 1159-1180, November.
    17. Fan, Victoria Y. & Savedoff, William D., 2014. "The health financing transition: A conceptual framework and empirical evidence," Social Science & Medicine, Elsevier, vol. 105(C), pages 112-121.
    18. repec:dau:papers:123456789/7972 is not listed on IDEAS
    19. Trofimov, Ivan D., 2020. "Health Care Spending and Economic Growth: Armey-Rahn Curve in a Panel of European Economies," MPRA Paper 106705, University Library of Munich, Germany.
    20. Terence C. Cheng & Joan Costa-Font & Nattavudh Powdthavee, 2018. "Do You Have to Win It to Fix It? A Longitudinal Study of Lottery Winners and Their Health-Care Demand," American Journal of Health Economics, University of Chicago Press, vol. 4(1), pages 26-50, Winter.
    21. Grigorakis, Nikolaos & Floros, Christos & Tsangari, Haritini & Tsoukatos, Evangelos, 2016. "Out of pocket payments and social health insurance for private hospital care: Evidence from Greece," Health Policy, Elsevier, vol. 120(8), pages 948-959.

    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:plo:pone00:0116897. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.