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Commentary: on the effects of health expenditure on infant mortality in sub-Saharan Africa: evidence from panel data analysis

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  • Mwoya Byaro

    (IRDP, Research and Publication Unit)

Abstract

Background This commentary assesses critically the published article in the Health Economics Review. 2020; 10 (1), 1–9. It explains the effects of health expenditure on infant mortality in sub-Saharan Africa using a panel data analysis (i.e. random effects) over the year 2000–2015 extracted from the World Bank Development Indicators. The paper is well written and deserve careful attention. Main text The main reasons for inaccurate estimates observed in this paper are due to endogeneity issue with random effects panel estimators. It occurs when two or more variables simultaneously affect/cause each other. In this paper, the presence of endogeneity bias (i.e. education, health, health care expenditures and real GDP per capita variables) and its omitted variable bias leads to inaccurate estimates and conclusion. Random effects model require strict exogeneity of regressors. Moreover, frequentist/classic estimation (i.e. random effects) relies on sampling size and likelihood of the data in a specified model without considering other kinds of uncertainty. Conclusion This comment argues future studies on health expenditures versus health outcomes (i.e. infant, under-five and neonates mortality) to use either dynamic panel (i.e. system Generalized Method of Moments, GMM) to control endogeneity issues among health (infant or neonates mortality), GDP per capita, education and health expenditures variables or adopting Bayesian framework to adjust uncertainty (i.e. confounding, measurement errors and endogeneity of variables) within a range of probability distribution.

Suggested Citation

  • Mwoya Byaro, 2021. "Commentary: on the effects of health expenditure on infant mortality in sub-Saharan Africa: evidence from panel data analysis," Health Economics Review, Springer, vol. 11(1), pages 1-3, December.
    • Handle: RePEc:spr:hecrev:v:11:y:2021:i:1:d:10.1186_s13561-021-00310-6
    DOI: 10.1186/s13561-021-00310-6
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    References listed on IDEAS

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    1. World Bank, 2016. "World Development Indicators 2016," World Bank Publications - Books, The World Bank Group, number 23969.
    2. Silles, Mary A., 2009. "The causal effect of education on health: Evidence from the United Kingdom," Economics of Education Review, Elsevier, vol. 28(1), pages 122-128, February.
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    Cited by:

    1. Awadhi, Mohamed & James, Moshi & Byaro, Mwoya, 2021. "Does Institutional Development attract Foreign Direct Investments in Sub-Saharan Africa? A Dynamic Panel Analysis," African Journal of Economic Review, African Journal of Economic Review, vol. 10(1), December.
    2. Kinyondo, Abel & Byaro, Mwoya, 2024. "The Link between Democracy and Development in Africa: What does Data tell us?," African Journal of Economic Review, African Journal of Economic Review, vol. 12(1), March.
    3. 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.
    4. Hilaire Gbodja Houeninvo, 2022. "Effects of health expenditures on infant and child mortality rates: A dynamic panel data analysis of 37 African countries," African Development Review, African Development Bank, vol. 34(2), pages 255-267, June.

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