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The impact of a malaria elimination initiative on school outcomes: Evidence from Southern Mozambique

Author

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  • Cirera, Laia
  • Castelló, Judit Vall
  • Brew, Joe
  • Saúte, Francisco
  • Sicuri, Elisa

Abstract

Despite the significant improvements achieved over the last ten years, primary education attainment in Mozambique is still low. Potential reasons acting from the demand perspective include ill health, among other factors. In Mozambique, ill health is still largely linked to malaria, which is a leading cause of outpatient contacts, hospital admissions and death, particularly among under-five and school-aged children. Despite this, in Mozambique and more generally, in malaria endemic countries, the identification and measurement of how improved malaria indicators may contribute to better school outcomes remains largely unknown. In particular, there is a low understanding of the extent to which better health translates immediately into school indicators, such as absenteeism and grades. In this study, we exploit the first year of a malaria elimination initiative implemented in Magude district (Southern Mozambique) that started in 2015, as a quasi-experiment to estimate the impact of malaria on selected primary school outcomes. While malaria was not eliminated, its incidence drastically dropped. We use as control a neighbouring district (Manhiça) with similar socio-economic and epidemiological characteristics. By employing a difference-in-differences (DiD) approach, we examine whether the positive health shock translated into improved school outcomes. Using information from school registers, we generated a dataset on school attendance and grades for 9,848 primary-school students from 9 schools (4 in the treated district and 5 in the control district). In our main specification, a repeated cross-section analysis, we find that the elimination initiative led to a 28% decrease in school absenteeism and a 2% increase in students’ grades. Our results are robust across different specifications, including a panel DiD individual fixed effects estimate on a sub-sample of students. These findings provide evidence on the negative impact of malaria on primary education attainment and suggest remarkable economic benefits consequent to its elimination.

Suggested Citation

  • Cirera, Laia & Castelló, Judit Vall & Brew, Joe & Saúte, Francisco & Sicuri, Elisa, 2022. "The impact of a malaria elimination initiative on school outcomes: Evidence from Southern Mozambique," Economics & Human Biology, Elsevier, vol. 44(C).
  • Handle: RePEc:eee:ehbiol:v:44:y:2022:i:c:s1570677x21001258
    DOI: 10.1016/j.ehb.2021.101100
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    1. Thuilliez, Josselin & Sissoko, Mahamadou S. & Toure, Ousmane B. & Kamate, Paul & Berthélemy, Jean-Claude & Doumbo, Ogobara K., 2010. "Malaria and primary education in Mali: A longitudinal study in the village of Donéguébougou," Social Science & Medicine, Elsevier, vol. 71(2), pages 324-334, July.
    2. 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.
    3. Siân Clarke & Saba Rouhani & Seybou Diarra & Renion Saye & Modibo Bamadio & Rebecca Jones & Diahara Traore & Klenon Traore & Matthew Jukes & Josselin Thuilliez & Simon Brooker & Natalie Roschnik & Mou, 2017. "Impact of a malaria intervention package in schools on Plasmodium infection, anaemia and cognitive function in schoolchildren in Mali: a pragmatic cluster-randomised trial," Post-Print halshs-01674689, HAL.
    4. Barofsky, Jeremy & Anekwe, Tobenna D. & Chase, Claire, 2015. "Malaria eradication and economic outcomes in sub-Saharan Africa: Evidence from Uganda," Journal of Health Economics, Elsevier, vol. 44(C), pages 118-136.
    5. Mostert, Cyprian Mcwayizeni & Vall Castello, Judit, 2020. "Long run educational and spillover effects of unconditional cash transfers: Evidence from South Africa," Economics & Human Biology, Elsevier, vol. 36(C).
    6. Alan I. Barreca, 2010. "The Long-Term Economic Impact of In Utero and Postnatal Exposure to Malaria," Journal of Human Resources, University of Wisconsin Press, vol. 45(4), pages 865-892.
    7. McCord, Gordon C. & Conley, Dalton & Sachs, Jeffrey D., 2017. "Malaria ecology, child mortality & fertility," Economics & Human Biology, Elsevier, vol. 24(C), pages 1-17.
    8. Hoyt Bleakley, 2010. "Malaria Eradication in the Americas: A Retrospective Analysis of Childhood Exposure," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 1-45, April.
    9. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    10. Jones, Sam, 2016. "How does classroom composition affect learning outcomes in Ugandan primary schools?," International Journal of Educational Development, Elsevier, vol. 48(C), pages 66-78.
    11. Sparreboom, Theo. & Staneva, Anita., 2015. "Structural change, employment and education in Mozambique," ILO Working Papers 994875813402676, International Labour Organization.
    12. Louise Fox & Lucrecia Santibañez & Vy Nguyen & Pierre André, 2012. "Education Reform in Mozambique : Lessons and Challenges," World Bank Publications - Books, The World Bank Group, number 6021.
    13. Ranjeeta Thomas & Laia Cirera & Joe Brew & Francisco Saúte & Elisa Sicuri, 2021. "The short‐term impact of a malaria elimination initiative in Southern Mozambique: Application of the synthetic control method to routine surveillance data," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2168-2184, September.
    14. Venkataramani, Atheendar S., 2012. "Early life exposure to malaria and cognition in adulthood: Evidence from Mexico," Journal of Health Economics, Elsevier, vol. 31(5), pages 767-780.
    15. Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
    16. Hsiu‐Han Shih & Ming‐Jen Lin, 2018. "Long‐term impacts of early‐life exposure to malaria: Evidence from Taiwan's Eradication Campaign in the 1950s," Health Economics, John Wiley & Sons, Ltd., vol. 27(10), pages 1484-1512, October.
    17. David Cutler & Winnie Fung & Michael Kremer & Monica Singhal & Tom Vogl, 2010. "Early-Life Malaria Exposure and Adult Outcomes: Evidence from Malaria Eradication in India," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 72-94, April.
    18. Sparreboom, Theo. & Gomis, Roger., 2015. "Structural change, employment and education in Ghana," ILO Working Papers 994895323402676, International Labour Organization.
    19. Adrienne M. Lucas, 2010. "Malaria Eradication and Educational Attainment: Evidence from Paraguay and Sri Lanka," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 46-71, April.
    20. Félix Mambo & Maren Basso & Vincenzo Salvucci & Ricardo Santos, 2019. "An analysis of school dropout in Mozambique, 2014-15," WIDER Working Paper Series wp-2019-49, World Institute for Development Economic Research (UNU-WIDER).
    21. repec:ilo:ilowps:487581 is not listed on IDEAS
    22. Jeffrey Sachs & Pia Malaney, 2002. "The economic and social burden of malaria," Nature, Nature, vol. 415(6872), pages 680-685, February.
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    Cited by:

    1. Noam Angrist & Matthew C. H. Jukes & Sian Clarke & R. Matthew Chico & Charles Opondo & Donald Bundy & Lauren M. Cohee, 2023. "School-based malaria chemoprevention as a cost-effective approach to improve cognitive and educational outcomes: a meta-analysis," Papers 2303.10684, arXiv.org.
    2. Karpavicius, Luiza & Chimeli, Ariaster, 2023. "Forest Protection and Human Health: The Case of Malaria in the Brazilian Amazon," TD NEREUS 6-2023, Núcleo de Economia Regional e Urbana da Universidade de São Paulo (NEREUS).
    3. Luiza M Karpavicius & Ariaster Chimeli, 2023. "Forest Protection and Human Health: The Case of Malaria in the Brazilian Amazon," Working Papers, Department of Economics 2023_08, University of São Paulo (FEA-USP), revised 26 Jul 2023.

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    More about this item

    Keywords

    Mozambique; Malaria; Primary education; Human capital; Difference-in-differences;
    All these keywords.

    JEL classification:

    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

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