[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/taf/applec/v51y2019i12p1319-1338.html
   My bibliography  Save this article

The long-run effect of aid on health: evidence from panel cointegration analysis

Author

Listed:
  • Dierk Herzer
Abstract
Although a major objective of aid donors is to improve health outcomes in recipient countries, there is relatively little research on whether aid to the health sector leads to improved health outcomes, and even less on the impact of total aid. This paper examines the relationship between total aid and population health using panel cointegration and causality techniques designed to deal with problems afflicting previous aid-health studies: spurious regressions, omitted variables, endogeneity, cross-sectional dependence, and parameter heterogeneity. The main results are: (i) aid has, on average, a small but negative long-run effect on health, (ii) while the long-run (or trend) effect of aid on health is negative, the short-run (temporary) effect of aid on health is positive, (iii) causality runs in only one direction, from aid to health, and (iv) aid worsens health mainly in sub-Saharan countries, but has a positive, albeit statistically insignificant, long-run impact on health in Latin American and Caribbean countries and in countries with negative values of net ODA.

Suggested Citation

  • Dierk Herzer, 2019. "The long-run effect of aid on health: evidence from panel cointegration analysis," Applied Economics, Taylor & Francis Journals, vol. 51(12), pages 1319-1338, March.
  • Handle: RePEc:taf:applec:v:51:y:2019:i:12:p:1319-1338
    DOI: 10.1080/00036846.2018.1527449
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/00036846.2018.1527449
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00036846.2018.1527449?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Entorf, Horst, 1997. "Random walks with drifts: Nonsense regression and spurious fixed-effect estimation," Journal of Econometrics, Elsevier, vol. 80(2), pages 287-296, October.
    2. Eberhardt, Markus & Presbitero, Andrea F., 2015. "Public debt and growth: Heterogeneity and non-linearity," Journal of International Economics, Elsevier, vol. 97(1), pages 45-58.
    3. Jakob Svensson, 2005. "Eight Questions about Corruption," Journal of Economic Perspectives, American Economic Association, vol. 19(3), pages 19-42, Summer.
    4. Hyungsik Roger Moon & Peter C. B. Phillips, 2004. "GMM Estimation of Autoregressive Roots Near Unity with Panel Data," Econometrica, Econometric Society, vol. 72(2), pages 467-522, March.
    5. Thomas Ziesemer, 2016. "The Impact of Development Aid on Education and Health: Survey and New Evidence for Low‐income Countries from Dynamic Models," Journal of International Development, John Wiley & Sons, Ltd., vol. 28(8), pages 1358-1380, November.
    6. Herzer, Dierk, 2013. "Cross-Country Heterogeneity and the Trade-Income Relationship," World Development, Elsevier, vol. 44(C), pages 194-211.
    7. Joseph L. Dieleman & Michael Hanlon, 2014. "Measuring The Displacement And Replacement Of Government Health Expenditure," Health Economics, John Wiley & Sons, Ltd., vol. 23(2), pages 129-140, February.
    8. Boriana Yontcheva & Mrs. Nadia Masud, 2005. "Does Foreign Aid Reduce Poverty? Empirical Evidence from Nongovernmental and Bilateral Aid," IMF Working Papers 2005/100, International Monetary Fund.
    9. Arndt, Channing & Jones, Sam & Tarp, Finn, 2015. "Assessing Foreign Aid’s Long-Run Contribution to Growth and Development," World Development, Elsevier, vol. 69(C), pages 6-18.
    10. Madsen, Jakob B., 2016. "Health, Human Capital Formation And Knowledge Production: Two Centuries Of International Evidence," Macroeconomic Dynamics, Cambridge University Press, vol. 20(4), pages 909-953, June.
    11. Kapetanios, G. & Pesaran, M. Hashem & Yamagata, T., 2011. "Panels with non-stationary multifactor error structures," Journal of Econometrics, Elsevier, vol. 160(2), pages 326-348, February.
    12. Holly, Sean & Pesaran, M. Hashem & Yamagata, Takashi, 2010. "A spatio-temporal model of house prices in the USA," Journal of Econometrics, Elsevier, vol. 158(1), pages 160-173, September.
    13. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    14. de Boef, Suzanna & Granato, Jim, 1999. "Testing for Cointegrating Relationships with Near-Integrated Data," Political Analysis, Cambridge University Press, vol. 8(1), pages 99-117, January.
    15. David Dollar & Craig Burnside, 2000. "Aid, Policies, and Growth," American Economic Review, American Economic Association, vol. 90(4), pages 847-868, September.
    16. Banerjee, Anindya, et al, 1986. "Exploring Equilibrium Relationships in Econometrics through Static Models: Some Monte Carlo Evidence," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 48(3), pages 253-277, August.
    17. Bhaumik, Sumon Kumar, 2005. "Does the World Bank have any impact on human development of the poorest countries? Some preliminary evidence from Africa," Economic Systems, Elsevier, vol. 29(4), pages 422-432, December.
    18. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    19. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    20. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    21. Dierk Herzer & Michael Grimm, 2012. "Does foreign aid increase private investment? Evidence from panel cointegration," Applied Economics, Taylor & Francis Journals, vol. 44(20), pages 2537-2550, July.
    22. Felicitas Nowak-Lehmann & Axel Dreher & Dierk Herzer & Stephan Klasen & Inmaculada Martínez-Zarzoso, 2012. "Does foreign aid really raise per capita income? A time series perspective," Canadian Journal of Economics, Canadian Economics Association, vol. 45(1), pages 288-313, February.
    23. Alexander Chudik & M. Hashem Pesaran & Elisa Tosetti, 2011. "Weak and strong cross‐section dependence and estimation of large panels," Econometrics Journal, Royal Economic Society, vol. 14(1), pages 45-90, February.
    24. Paul Collier & Anke Hoeffler, 2007. "Unintended Consequences: Does Aid Promote Arms Races?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(1), pages 1-27, February.
    25. Pesaran, M. Hashem & Tosetti, Elisa, 2011. "Large panels with common factors and spatial correlation," Journal of Econometrics, Elsevier, vol. 161(2), pages 182-202, April.
    26. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    27. Birchenall, Javier A., 2007. "Economic Development and the Escape from High Mortality," World Development, Elsevier, vol. 35(4), pages 543-568, April.
    28. Rajan, Raghuram G. & Subramanian, Arvind, 2011. "Aid, Dutch disease, and manufacturing growth," Journal of Development Economics, Elsevier, vol. 94(1), pages 106-118, January.
    29. Dierk Herzer & Holger Strulik & Sebastian Vollmer, 2012. "The long-run determinants of fertility: one century of demographic change 1900–1999," Journal of Economic Growth, Springer, vol. 17(4), pages 357-385, December.
    30. Lant Pritchett & Lawrence H. Summers, 1996. "Wealthier is Healthier," Journal of Human Resources, University of Wisconsin Press, vol. 31(4), pages 841-868.
    31. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    32. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    33. Joseph L. Dieleman & Casey M. Graves & Michael Hanlon, 2013. "The Fungibility of Health Aid: Reconsidering the Reconsidered," Journal of Development Studies, Taylor & Francis Journals, vol. 49(12), pages 1755-1762, December.
    34. Karuna Gomanee & Sourafel Girma & Oliver Morrissey, 2005. "Aid, public spending and human welfare: evidence from quantile regressions," Journal of International Development, John Wiley & Sons, Ltd., vol. 17(3), pages 299-309.
    35. Susanna Wolf, 2007. "Does Aid Improve Public Service Delivery?," WIDER Working Paper Series RP2007-71, World Institute for Development Economic Research (UNU-WIDER).
    36. Jesús Otero & Jeremy Smith, 2013. "Response Surface Estimates of the Cross-Sectionally Augmented IPS Tests for Panel Unit Roots," Computational Economics, Springer;Society for Computational Economics, vol. 41(1), pages 1-9, January.
    37. Boone, Peter, 1996. "Politics and the effectiveness of foreign aid," European Economic Review, Elsevier, vol. 40(2), pages 289-329, February.
    38. Dierk Herzer & Oliver Morrissey, 2013. "Foreign aid and domestic output in the long run," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(4), pages 723-748, December.
    39. Elisa Cavatorta & Ron P. Smith, 2017. "Factor Models in Panels with Cross-sectional Dependence: An Application to the Extended SIPRI Military Expenditure Data," Defence and Peace Economics, Taylor & Francis Journals, vol. 28(4), pages 437-456, July.
    40. Claudia R. Williamson, 2008. "Foreign Aid and Human Development: The Impact of Foreign Aid to the Health Sector," Southern Economic Journal, John Wiley & Sons, vol. 75(1), pages 188-207, July.
    41. David Canning & Peter Pedroni, 2008. "Infrastructure, Long‐Run Economic Growth And Causality Tests For Cointegrated Panels," Manchester School, University of Manchester, vol. 76(5), pages 504-527, September.
    42. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    43. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    44. Burnside, Craig & Dollar, David, 2004. "Aid, policies, and growth : revisiting the evidence," Policy Research Working Paper Series 3251, The World Bank.
    45. Juselius, Katarina, 2006. "The Cointegrated VAR Model: Methodology and Applications," OUP Catalogue, Oxford University Press, number 9780199285679.
    46. Peter Egger & Michael Pfaffermayr, 2005. "Estimating Long and Short Run Effects in Static Panel Models," Econometric Reviews, Taylor & Francis Journals, vol. 23(3), pages 199-214.
    47. Graham Elliott, 1998. "On the Robustness of Cointegration Methods when Regressors Almost Have Unit Roots," Econometrica, Econometric Society, vol. 66(1), pages 149-158, January.
    48. George Economides & Sarantis Kalyvitis & Apostolis Philippopoulos, 2008. "Does foreign aid distort incentives and hurt growth? Theory and evidence from 75 aid-recipient countries," Public Choice, Springer, vol. 134(3), pages 463-488, March.
    49. Moon, Hyungsik Roger & Perron, Benoit & Phillips, Peter C.B., 2007. "Incidental trends and the power of panel unit root tests," Journal of Econometrics, Elsevier, vol. 141(2), pages 416-459, December.
    50. Charles I. Jones, 1995. "Time Series Tests of Endogenous Growth Models," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 495-525.
    51. Michael A. Clemens & Steven Radelet & Rikhil R. Bhavnani & Samuel Bazzi, 2012. "Counting Chickens when they Hatch: Timing and the Effects of Aid on Growth," Economic Journal, Royal Economic Society, vol. 122(561), pages 590-617, June.
    52. Debasri Mukherjee & Elsy Thomas Kizhakethalackal, 2013. "Empirics of health-aid, education and infant mortality: a semiparametric study," Applied Economics, Taylor & Francis Journals, vol. 45(22), pages 3137-3150, August.
    53. Burnside, Craig & Dollar, David, 1998. "Aid, the incentive regime, and poverty reduction," Policy Research Working Paper Series 1937, The World Bank.
    54. Susanna Wolf, 2007. "Does Aid Improve Public Service Delivery?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 143(4), pages 650-672, December.
    55. Dierk Herzer & Korbinian Nagel, 2015. "The long-run and short-run effects of health aid on life expectancy," Applied Economics Letters, Taylor & Francis Journals, vol. 22(17), pages 1430-1434, November.
    56. Mishra, Prachi & Newhouse, David, 2009. "Does health aid matter?," Journal of Health Economics, Elsevier, vol. 28(4), pages 855-872, July.
    57. Granger, C. W. J., 1988. "Some recent development in a concept of causality," Journal of Econometrics, Elsevier, vol. 39(1-2), pages 199-211.
    58. László Mátyás & Patrick Sevestre (ed.), 2008. "The Econometrics of Panel Data," Advanced Studies in Theoretical and Applied Econometrics, Springer, number 978-3-540-75892-1.
    59. Markus Eberhardt & Francis Teal, 2013. "No Mangoes in the Tundra: Spatial Heterogeneity in Agricultural Productivity Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(6), pages 914-939, December.
    60. Everaert Gerdie, 2011. "Estimation and Inference in Time Series with Omitted I(1) Variables," Journal of Time Series Econometrics, De Gruyter, vol. 2(2), pages 1-28, January.
    61. Simon Feeny & Bazoumana Ouattara, 2013. "The effects of health aid on child health promotion in developing countries: cross-country evidence," Applied Economics, Taylor & Francis Journals, vol. 45(7), pages 911-919, March.
    62. Hall, Stephen G & Milne, Alistair, 1994. "The Relevance of P-Star Analysis to UK Monetary Policy," Economic Journal, Royal Economic Society, vol. 104(424), pages 597-604, May.
    63. Gomanee, Karuna & Morrissey, Oliver & Mosley, Paul & Verschoor, Arjan, 2005. "Aid, Government Expenditure, and Aggregate Welfare," World Development, Elsevier, vol. 33(3), pages 355-370, March.
    64. Wilson, Sven E., 2011. "Chasing Success: Health Sector Aid and Mortality," World Development, Elsevier, vol. 39(11), pages 2032-2043.
    65. repec:hal:journl:peer-00796743 is not listed on IDEAS
    66. Stock, James H, 1987. "Asymptotic Properties of Least Squares Estimators of Cointegrating Vectors," Econometrica, Econometric Society, vol. 55(5), pages 1035-1056, September.
    67. Lutkepohl, Helmut, 2007. "General-to-specific or specific-to-general modelling? An opinion on current econometric terminology," Journal of Econometrics, Elsevier, vol. 136(1), pages 319-324, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ramkissoon, Benjamin & Deonanan, Regan, 2023. "How do remittances impact child mortality and are there preconditions?," Social Science & Medicine, Elsevier, vol. 333(C).
    2. Kumar, Virender & Dua, Pami, 2024. "What explains foreign portfolio investment inflows to BRICS countries?," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 32-46.
    3. Naveen Kumar & Dibyendu Maiti, 2024. "The Dynamic Causal Impact of Climate Change on Economic Activity - A Disaggregated Panel Analysis of India," Working papers 345, Centre for Development Economics, Delhi School of Economics.
    4. Rockie U Kei Kuok & Tay T.R. Koo & Christine Lim, 2024. "Air transport capacity and tourism demand: A panel cointegration approach with cross-sectionally augmented autoregressive distributed lag (CS-ARDL) model," Tourism Economics, , vol. 30(3), pages 702-727, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dierk Herzer, 2017. "The Long-run Relationship Between Trade and Population Health: Evidence from Five Decades," The World Economy, Wiley Blackwell, vol. 40(2), pages 462-487, February.
    2. Dierk Herzer & Julian Donaubauer, 2018. "The long-run effect of foreign direct investment on total factor productivity in developing countries: a panel cointegration analysis," Empirical Economics, Springer, vol. 54(2), pages 309-342, March.
    3. Herzer, Dierk & Nunnenkamp, Peter, 2012. "The effect of foreign aid on income inequality: Evidence from panel cointegration," Structural Change and Economic Dynamics, Elsevier, vol. 23(3), pages 245-255.
    4. Dierk Herzer, 2016. "Unions and Income Inequality," Economic Development Quarterly, , vol. 30(3), pages 267-274, August.
    5. Dierk Herzer, 2016. "Unions and Income Inequality: A Heterogeneous Panel Co-integration and Causality Analysis," LABOUR, CEIS, vol. 30(3), pages 318-346, September.
    6. Herzer, Dierk & Nunnenkamp, Peter, 2015. "Income inequality and health: Evidence from developed and developing countries," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-56.
    7. Herzer, Dierk, 2014. "Unions and income inequality: a heterogenous cointegration and causality analysis," Working Paper 146/2014, Helmut Schmidt University, Hamburg.
    8. Dierk Herzer & Holger Strulik, 2017. "Religiosity and income: a panel cointegration and causality analysis," Applied Economics, Taylor & Francis Journals, vol. 49(30), pages 2922-2938, June.
    9. Herzer, Dierk & Nunnenkamp, Peter, 2013. "Private Donations, Government Grants, Commercial Activities, and Fundraising: Cointegration and Causality for NGOs in International Development Cooperation," World Development, Elsevier, vol. 46(C), pages 234-251.
    10. Herzer, Dierk, 2020. "How does mortality affect innovative activity in the long run?," World Development, Elsevier, vol. 125(C).
    11. Dierk Herzer, 2017. "Refugee Immigration and Total Factor Productivity," International Economic Journal, Taylor & Francis Journals, vol. 31(3), pages 390-414, July.
    12. Nicole Grunewald & Inmaculada Martínez-Zarzoso, 2014. "Green Growth in Mexico, Brazil and Chile: Policy strategies and future prospects," Ibero America Institute for Econ. Research (IAI) Discussion Papers 229, Ibero-America Institute for Economic Research.
    13. Thomas Ziesemer, 2016. "The Impact of Development Aid on Education and Health: Survey and New Evidence for Low‐income Countries from Dynamic Models," Journal of International Development, John Wiley & Sons, Ltd., vol. 28(8), pages 1358-1380, November.
    14. Markus Eberhardt & Andrea Filippo Presbitero, 2013. "This Time They're Different: Heterogeneity;and Nonlinearity in the Relationship;between Debt and Growth," Mo.Fi.R. Working Papers 92, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
    15. Markus Eberhardt & Francis Teal, 2008. "Modeling Technology and Technological Change in Manufacturing: How do Countries Differ?," CSAE Working Paper Series 2008-12, Centre for the Study of African Economies, University of Oxford.
    16. Abrams M.E. Tagem, 2017. "The economics and politics of foreign aid and domestic revenue," WIDER Working Paper Series 180, World Institute for Development Economic Research (UNU-WIDER).
    17. Herzer, Dierk, 2013. "Cross-Country Heterogeneity and the Trade-Income Relationship," World Development, Elsevier, vol. 44(C), pages 194-211.
    18. Naima Chrid & Sami Saafi & Mohamed Chakroun, 2021. "Export Upgrading and Economic Growth: a Panel Cointegration and Causality Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 811-841, June.
    19. Abrams M. E. Tagem, 2023. "The dynamic effects of aid and taxes on government spending," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(6), pages 1656-1687, December.
    20. Abrams M.E. Tagem, 2017. "The economics and politics of foreign aid and domestic revenue," WIDER Working Paper Series wp-2017-180, World Institute for Development Economic Research (UNU-WIDER).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:applec:v:51:y:2019:i:12:p:1319-1338. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEC20 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.