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Spillover effects in public healthcare expenditure in Sub‐Saharan Africa: A spatial panel analysis

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  • Jamiil Jeetoo

Abstract

While previous studies have neglected the spatial interaction effects in modelling healthcare expenditure across countries, this study provides the first thorough spatial analysis of public healthcare expenditures between countries so far. It investigates the determinants of public healthcare expenditure in Sub‐Saharan Africa (SSA) using a balanced panel of 43 SSA countries over the period 2000 to 2015. Both spatial interdependence and individual heterogeneity are accounted for through the application of the spatial autoregressive model so as to avoid potential bias and inefficiencies in parameter estimates. In addition to statistically significant effects of income, population density, official development assistance, and political stability, the results indicate the existence of positive spatial dependence in public healthcare expenditure in SSA. This suggests that governments in SSA countries tend to base their decision to allocate healthcare expenditure on that of nearby countries. Moreover, the results reveal significant impacts of population density and official development assistance of neighbouring countries on a country's level of public healthcare expenditure.

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  • Jamiil Jeetoo, 2020. "Spillover effects in public healthcare expenditure in Sub‐Saharan Africa: A spatial panel analysis," African Development Review, African Development Bank, vol. 32(2), pages 257-268, June.
  • Handle: RePEc:bla:afrdev:v:32:y:2020:i:2:p:257-268
    DOI: 10.1111/1467-8268.12432
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    as
    1. Robert Eastwood, 2012. "Macroeconomic Approaches to Identifying the Effects of Health on Output, Growth and Poverty," African Development Review, African Development Bank, vol. 24(4), pages 279-290.
    2. Adolph Wagner, 1958. "Three Extracts on Public Finance," International Economic Association Series, in: Richard A. Musgrave & Alan T. Peacock (ed.), Classics in the Theory of Public Finance, pages 1-15, Palgrave Macmillan.
    3. John Anyanwu & Andrew E. O. Erhijakpor, 2009. "Health Expenditures and Health Outcomes in Africa," African Development Review, African Development Bank, vol. 21(2), pages 400-433.
    4. Revelli, Federico, 2006. "Performance rating and yardstick competition in social service provision," Journal of Public Economics, Elsevier, vol. 90(3), pages 459-475, February.
    5. Pack, Howard & Pack, Janet Rothenberg, 1990. "Is Foreign Aid Fungible? The Case of Indonesia," Economic Journal, Royal Economic Society, vol. 100(399), pages 188-194, March.
    6. Mickael Bech & Jørgen Lauridsen, 2009. "Exploring spatial patterns in general practice expenditure," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 10(3), pages 243-254, July.
    7. Matteo Lippi Bruni & Irene Mammi, 2017. "Spatial effects in hospital expenditures: A district level analysis," Health Economics, John Wiley & Sons, Ltd., vol. 26(S2), pages 63-77, September.
    8. Robert Eastwood, 2012. "Macroeconomic Approaches to Identifying the Effects of Health on Output, Growth and Poverty," African Development Review, African Development Bank, vol. 24(4), pages 279-290, December.
    9. Chatterjee Santanu & Giuliano Paola & Kaya Ilker, 2012. "Where Has All the Money Gone? Foreign Aid and the Composition of Government Spending," The B.E. Journal of Macroeconomics, De Gruyter, vol. 12(1), pages 1-36, August.
    10. Yihua Yu & Li Zhang & Fanghua Li & Xinye Zheng, 2013. "Strategic interaction and the determinants of public health expenditures in China: a spatial panel perspective," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(1), pages 203-221, February.
    11. David Prieto & Santiago Lago-Peñas, 2012. "Decomposing the determinants of health care expenditure: the case of Spain," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(1), pages 19-27, February.
    12. Joan Costa-Font & Francesco Moscone, 2009. "The impact of decentralization and inter-territorial interactions on Spanish health expenditure," Studies in Empirical Economics, in: Giuseppe Arbia & Badi H. Baltagi (ed.), Spatial Econometrics, pages 167-184, Springer.
    13. repec:bpj:bejmac:v:12:y:2012:i:1:n:26 is not listed on IDEAS
    14. Barkat, Karim & Sbia, Raschid & Maouchi, Youcef, 2019. "Empirical evidence on the long and short run determinants of health expenditure in the Arab world," The Quarterly Review of Economics and Finance, Elsevier, vol. 73(C), pages 78-87.
    15. Baltagi, Badi H. & Moscone, Francesco, 2010. "Health care expenditure and income in the OECD reconsidered: Evidence from panel data," Economic Modelling, Elsevier, vol. 27(4), pages 804-811, July.
    16. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    17. S. Ajayi, 2012. "Effects of Macroeconomic Policies on Health," African Development Review, African Development Bank, vol. 24(4), pages 270-278.
    18. S. Ibi Ajayi, 2012. "Effects of Macroeconomic Policies on Health," African Development Review, African Development Bank, vol. 24(4), pages 270-278, December.
    19. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    20. Moscone, Francesco & Knapp, Martin & Tosetti, Elisa, 2007. "Mental health expenditure in England: A spatial panel approach," Journal of Health Economics, Elsevier, vol. 26(4), pages 842-864, July.
    21. Olufunmilayo S. Tajudeen & Ibrahim A. Tajudeen & Risikat O. Dauda, 2018. "Quantifying Impacts of Macroeconomic and Non‐economic Factors on Public Health Expenditure: A Structural Time Series Model," African Development Review, African Development Bank, vol. 30(2), pages 200-218, June.
    22. Pack, Howard & Pack, Janet Rothenberg, 1993. "Foreign Aid and the Question of Fungibility," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 258-265, May.
    23. Michas, Nicholas A, 1975. "Wagner's Law of Public Expenditures: What Is the Appropriate Measurement for a Valid Test?," Public Finance = Finances publiques, , vol. 30(1), pages 77-85.
    24. Murthy, Vasudeva N.R. & Okunade, Albert A., 2016. "Determinants of U.S. health expenditure: Evidence from autoregressive distributed lag (ARDL) approach to cointegration," Economic Modelling, Elsevier, vol. 59(C), pages 67-73.
    25. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    26. Andree Ehlert & Dirk Oberschachtsiek, 2014. "Does managed care reduce health care expenditure? Evidence from spatial panel data," International Journal of Health Economics and Management, Springer, vol. 14(3), pages 207-227, September.
    27. Li-Lin Liang & Andrew J Mirelman, 2014. "Why Do Some Countries Spend More for Health? An Assessment of Sociopolitical Determinants and International Aid for Government Health Expenditures," Health, Nutrition and Population (HNP) Discussion Paper Series 88182, The World Bank.
    28. Liang, Li-Lin & Mirelman, Andrew J., 2014. "Why do some countries spend more for health? An assessment of sociopolitical determinants and international aid for government health expenditures," Social Science & Medicine, Elsevier, vol. 114(C), pages 161-168.
    29. Thomas Garrett & Gary Wagner & David Wheelock, 2007. "Regional disparities in the spatial correlation of state income growth, 1977–2002," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 41(3), pages 601-618, September.
    30. Karim Barkat & Zouhair Mrabet & Mouyad Alsamara, 2016. "Does Official Development Assistance for health from developed countries displace government health expenditure in Sub-Saharan countries?," Economics Bulletin, AccessEcon, vol. 36(3), pages 1616-1635.
    31. Murthy, Vasudeva N.R. & Okunade, Albert A., 2009. "The core determinants of health expenditure in the African context: Some econometric evidence for policy," Health Policy, Elsevier, vol. 91(1), pages 57-62, June.
    32. Jaunky, V.C & Khadaroo, A.J., 2008. "Health Care Expenditure And Gdp: An African Perspective," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 8(1), pages 131-146.
    33. Eric Arthur & Hassan E. Oaikhenan, 2017. "The Effects of Health Expenditure on Health Outcomes in Sub-Saharan Africa (SSA)," African Development Review, African Development Bank, vol. 29(3), pages 524-536, September.
    34. Luca Crivelli & Massimo Filippini & Ilaria Mosca, 2006. "Federalism and regional health care expenditures: an empirical analysis for the Swiss cantons," Health Economics, John Wiley & Sons, Ltd., vol. 15(5), pages 535-541, May.
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