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The impact of a conditional cash transfer program on the utilization of non-targeted services: Evidence from Afghanistan

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  • Witvorapong, Nopphol
  • Foshanji, Abo Ismael

Abstract

While existing research suggests that health-related conditional cash transfer (CCT) programs have positive impacts on the utilization of CCT-targeted health services, little is known as to whether they also influence the utilization of non-targeted health services—defined as general health services for which program participants are not financially motivated. Based on a sample of 6649 households in a CCT program that took place in May 2009–June 2011 in Afghanistan, we evaluate the impact of the receipt of CCTs on the utilization of non-targeted health services both by women, who were direct beneficiaries of the program, and by members of their households. We estimate the outcomes of interest through four probit models, accounting for potential endogeneity of the CCT receipt and dealing with lack of credible exclusion restrictions in different ways. In comparison with the control group, the receipt of CCTs is found to be associated with an increase in the probability of utilizing non-targeted services among household members across regression models. The results are mixed, with regard to the utilization by women, suggesting that there exist non-economic barriers to health care, unique to women, that are not captured by the data. The results confirm the importance of accounting for direct as well as indirect effects in policy evaluation and suggest that future studies investigate more deeply the role of community health workers in removing non-economic barriers for Afghan women and the possibility of introducing an incentive structure to motivate them to contribute more actively to population health in Afghanistan.

Suggested Citation

  • Witvorapong, Nopphol & Foshanji, Abo Ismael, 2016. "The impact of a conditional cash transfer program on the utilization of non-targeted services: Evidence from Afghanistan," Social Science & Medicine, Elsevier, vol. 152(C), pages 87-95.
  • Handle: RePEc:eee:socmed:v:152:y:2016:i:c:p:87-95
    DOI: 10.1016/j.socscimed.2016.01.043
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    1. Daniel L. Millimet & Rusty Tchernis, 2013. "Estimation Of Treatment Effects Without An Exclusion Restriction: With An Application To The Analysis Of The School Breakfast Program," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(6), pages 982-1017, September.
    2. Clarissa Gondim Teixeira & Fabio Veras Soares & Rafael Perez Ribas & Elydia Silva & Guilherme Issamu Hirata, 2011. "Externality and Behavioural Change Effects of a Non-Randomised CCT Programme: Heterogeneous Impact on the Demand for Health and Education," Working Papers 82, International Policy Centre for Inclusive Growth.
    3. Diana Contreras Suarez & Pushkar Maitra, 2021. "Health spillover effects of a conditional cash transfer program," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(3), pages 893-928, July.
    4. Chioda, Laura & De Mello, João M.P. & Soares, Rodrigo R., 2016. "Spillovers from conditional cash transfer programs: Bolsa Família and crime in urban Brazil," Economics of Education Review, Elsevier, vol. 54(C), pages 306-320.
    5. Harvey, A C, 1976. "Estimating Regression Models with Multiplicative Heteroscedasticity," Econometrica, Econometric Society, vol. 44(3), pages 461-465, May.
    6. Roger Klein & Francis Vella, 2009. "A semiparametric model for binary response and continuous outcomes under index heteroscedasticity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 735-762.
    7. M. Angelucci & V. Di Maro, 2016. "Programme evaluation and spillover effects," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 8(1), pages 22-43, March.
    8. Anoshua Chaudhuri, 2009. "Spillover Impacts of a Reproductive Health Program on Elderly Women in Rural Bangladesh," Journal of Family and Economic Issues, Springer, vol. 30(2), pages 113-125, June.
    9. Hirose, Atsumi & Borchert, Matthias & Niksear, Homa & Alkozai, Ahmad Shah & Cox, Jonathan & Gardiner, Julian & Osmani, Khadija Ruina & Filippi, Véronique, 2011. "Difficulties leaving home: A cross-sectional study of delays in seeking emergency obstetric care in Herat, Afghanistan," Social Science & Medicine, Elsevier, vol. 73(7), pages 1003-1013.
    10. Ahmed, Shakil & Khan, M. Mahmud, 2011. "Is demand-side financing equity enhancing? Lessons from a maternal health voucher scheme in Bangladesh," Social Science & Medicine, Elsevier, vol. 72(10), pages 1704-1710, May.
    11. Schmidt, Jean-Olivier & Ensor, Tim & Hossain, Atia & Khan, Salam, 2010. "Vouchers as demand side financing instruments for health care: A review of the Bangladesh maternal voucher scheme," Health Policy, Elsevier, vol. 96(2), pages 98-107, July.
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    Cited by:

    1. Natalia Guerrero & Oswaldo Molina & Diego Winkelried, 2020. "Conditional cash transfers, spillovers, and informal health care: Evidence from Peru," Health Economics, John Wiley & Sons, Ltd., vol. 29(2), pages 111-122, February.
    2. Bertone, Maria Paola & Jowett, Matthew & Dale, Elina & Witter, Sophie, 2019. "Health financing in fragile and conflict-affected settings: What do we know, seven years on?," Social Science & Medicine, Elsevier, vol. 232(C), pages 209-219.

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