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Can At-Scale Drug Provision Improve the Health of the Targeted in Sub-Saharan Africa?

Author

Listed:
  • Adrienne M. Lucas

    (Department of Economics, University of Delaware, and NBER)

  • Nicholas L. Wilson

    (Department of Economics, Reed College, and Office of Evaluation Sciences Author email: nwilson@reed.edu)

Abstract

The single largest item in the US foreign aid health budget is antiretroviral therapy (ART) for the treatment of HIV/AIDS. Many supply- and demand-side factors in sub-Saharan Africa could cause smaller than expected epidemiological effects of this at-scale drug provision. We provide what appears to be the first quasi-experimental evidence on the effect of at-scale drug provision in a poor country, using the phased rollout of ART in Zambia, a setting where approximately one in six adults are HIV positive. Combining anthropometric data from national household surveys and a spatially based triple-difference specification, we find that local ART introduction increased the weight of high HIV likelihood adult women. This finding from a clinically difficult setting suggests that the generalized challenges of scalability of ART for adult health in sub-Saharan Africa are surmountable.

Suggested Citation

  • Adrienne M. Lucas & Nicholas L. Wilson, 2018. "Can At-Scale Drug Provision Improve the Health of the Targeted in Sub-Saharan Africa?," American Journal of Health Economics, University of Chicago Press, vol. 4(3), pages 358-382, Summer.
  • Handle: RePEc:ucp:amjhec:v:4:y:2018:i:3:p:358-382
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    1. Harsha Thirumurthy & Joshua Graff Zivin, 2012. "Health and Labor Supply in the Context of HIV/AIDS: The Long-Run Economic Impacts of Antiretroviral Therapy," Economic Development and Cultural Change, University of Chicago Press, vol. 61(1), pages 73-96.
    2. Hilary W. Hoynes & Diane Whitmore Schanzenbach, 2009. "Consumption Responses to In-Kind Transfers: Evidence from the Introduction of the Food Stamp Program," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 109-139, October.
    3. Adrienne M. Lucas & Nicholas L. Wilson, 2013. "Adult Antiretroviral Therapy and Child Health: Evidence from Scale-Up in Zambia," American Economic Review, American Economic Association, vol. 103(3), pages 456-461, May.
    4. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    5. Baranov, Victoria & Bennett, Daniel & Kohler, Hans-Peter, 2015. "The indirect impact of antiretroviral therapy: Mortality risk, mental health, and HIV-negative labor supply," Journal of Health Economics, Elsevier, vol. 44(C), pages 195-211.
    6. Jonathan Gruber & Nathaniel Hendren & Robert M. Townsend, 2014. "The Great Equalizer: Health Care Access and Infant Mortality in Thailand," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 91-107, January.
    7. David Card & Carlos Dobkin & Nicole Maestas, 2009. "Does Medicare Save Lives?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 597-636.
    8. Harsha Thirumurthy & Joshua Graff Zivin & Markus Goldstein, 2008. "The Economic Impact of AIDS Treatment: Labor Supply in Western Kenya," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 511-552.
    9. Hoynes, Hilary & Page, Marianne & Stevens, Ann Huff, 2011. "Can targeted transfers improve birth outcomes?: Evidence from the introduction of the WIC program," Journal of Public Economics, Elsevier, vol. 95(7-8), pages 813-827, August.
    10. Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012. "The Oregon Health Insurance Experiment: Evidence from the First Year," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1057-1106.
    11. William Easterly, 2007. "Was Development Assistance a Mistake?," American Economic Review, American Economic Association, vol. 97(2), pages 328-332, May.
    12. David Dollar & Craig Burnside, 2000. "Aid, Policies, and Growth," American Economic Review, American Economic Association, vol. 90(4), pages 847-868, September.
    13. Hoynes, Hilary & Page, Marianne & Stevens, Ann Huff, 2011. "Can targeted transfers improve birth outcomes?," Journal of Public Economics, Elsevier, vol. 95(7), pages 813-827.
    14. Nicholas Wilson, 2015. "Erratum to: Can Disease Specific Funding Harm Health? Child Mortality in the Shadow of HIV/AIDS Service Expansion," Demography, Springer;Population Association of America (PAA), vol. 52(5), pages 1701-1701, October.
    15. David Card & Carlos Dobkin & Nicole Maestas, 2008. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare," American Economic Review, American Economic Association, vol. 98(5), pages 2242-2258, December.
    16. William Easterly, 2009. "Can the West Save Africa?," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 373-447, June.
    17. World Bank, 2012. "World Development Indicators 2012," World Bank Publications - Books, The World Bank Group, number 6014.
    18. Paul Collier & David Dollar, 2004. "Development effectiveness: what have we learnt?," Economic Journal, Royal Economic Society, vol. 114(496), pages 244-271, June.
    19. Lucas, Adrienne M. & Chidothe, Margaret & Wilson, Nicholas L., 2019. "Effects of adult health interventions at scale on children’s schooling: Evidence from antiretroviral therapy in Zambia," Economics of Education Review, Elsevier, vol. 72(C), pages 107-120.
    20. Jane Fortson, 2008. "The gradient in sub-saharan Africa: Socioeconomic status and HIV/AIDS," Demography, Springer;Population Association of America (PAA), vol. 45(2), pages 303-322, May.
    21. Amy Finkelstein, 2007. "The Aggregate Effects of Health Insurance: Evidence from the Introduction of Medicare," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 1-37.
    22. Wilson, Nicholas, 2015. "Child mortality risk and fertility: Evidence from prevention of mother-to-child transmission of HIV," Journal of Development Economics, Elsevier, vol. 116(C), pages 74-88.
    23. Friedman, Willa Helterline, 2018. "Antiretroviral drug access and behavior change," Journal of Development Economics, Elsevier, vol. 135(C), pages 392-411.
    24. Zivin, Joshua Graff & Thirumurthy, Harsha & Goldstein, Markus, 2009. "AIDS treatment and intrahousehold resource allocation: Children's nutrition and schooling in Kenya," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 1008-1015, August.
    25. Douglas Almond & Hilary W. Hoynes & Diane Whitmore Schanzenbach, 2011. "Inside the War on Poverty: The Impact of Food Stamps on Birth Outcomes," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 387-403, May.
    26. Svensson, Jakob & Björkman Nyqvist, Martina & Yanagizawa-Drott, David, 2012. "Can Good Products Drive Out Bad? Evidence from Local Markets for (Fake?) Antimalarial Medicine in Uganda," CEPR Discussion Papers 9114, C.E.P.R. Discussion Papers.
    27. Seema Jayachandran & Adriana Lleras-Muney & Kimberly V. Smith, 2010. "Modern Medicine and the Twentieth Century Decline in Mortality: Evidence on the Impact of Sulfa Drugs," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 118-146, April.
    28. Grant Miller & Diana Pinto & Marcos Vera-Hernández, 2013. "Risk Protection, Service Use, and Health Outcomes under Colombia's Health Insurance Program for the Poor," American Economic Journal: Applied Economics, American Economic Association, vol. 5(4), pages 61-91, October.
    29. Collier, Paul & Dollar, David, 2002. "Aid allocation and poverty reduction," European Economic Review, Elsevier, vol. 46(8), pages 1475-1500, September.
    30. Nicholas Wilson, 2015. "Can Disease-Specific Funding Harm Health? in the Shadow of HIV/AIDS Service Expansion," Demography, Springer;Population Association of America (PAA), vol. 52(5), pages 1671-1700, October.
    31. William Easterly, 2003. "Can Foreign Aid Buy Growth?," Journal of Economic Perspectives, American Economic Association, vol. 17(3), pages 23-48, Summer.
    32. Damien de Walque & Harounan Kazianga & Mead Over, 2012. "Antiretroviral Therapy Perceived Efficacy and Risky Sexual Behaviors: Evidence from Mozambique," Economic Development and Cultural Change, University of Chicago Press, vol. 61(1), pages 97-126.
    33. Bate, Roger & Jin, Ginger Zhe & Mathur, Aparna, 2011. "Does price reveal poor-quality drugs? Evidence from 17 countries," Journal of Health Economics, Elsevier, vol. 30(6), pages 1150-1163.
    34. World Bank, 2013. "World Development Indicators 2013," World Bank Publications - Books, The World Bank Group, number 13191.
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    Cited by:

    1. Herrera-Almanza, Catalina & Rosales-Rueda, Maria F., 2023. "Community-based health programs and child vaccinations: Evidence from Madagascar," World Development, Elsevier, vol. 170(C).
    2. Lucas, Adrienne M. & Chidothe, Margaret & Wilson, Nicholas L., 2019. "Effects of adult health interventions at scale on children’s schooling: Evidence from antiretroviral therapy in Zambia," Economics of Education Review, Elsevier, vol. 72(C), pages 107-120.
    3. Fitzpatrick, Anne & Beg, Sabrin & Derksen, Laura & Karing, Anne & Kerwin, Jason & Lucas, Adrienne M. & Ordaz Reynoso, Natalia & Squires, Munir, 2021. "Health knowledge and non-pharmaceutical interventions during the Covid-19 pandemic in Africa," Journal of Economic Behavior & Organization, Elsevier, vol. 190(C), pages 33-53.
    4. Herrera-Almanza, Catalina & Rosales-Rueda, Maria F., 2020. "Reducing the Cost of Remoteness: Community-Based Health Interventions and Fertility Choices," Journal of Health Economics, Elsevier, vol. 73(C).
    5. Wilson, Nicholas, 2018. "Altruism in preventive health behavior: At-scale evidence from the HIV/AIDS pandemic," Economics & Human Biology, Elsevier, vol. 30(C), pages 119-129.

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    More about this item

    Keywords

    foreign aid; health; HIV/AIDS; PEPFAR; targeting; Zambia;
    All these keywords.

    JEL classification:

    • H40 - Public Economics - - Publicly Provided Goods - - - General
    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

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