IDEAS home Printed from https://ideas.repec.org/a/spr/eujhec/v23y2022i9d10.1007_s10198-022-01433-1.html
   My bibliography  Save this article

Reassessing the impact of health expenditure on income growth in the face of the global sanitary crisis: the case of developing countries

Author

Listed:
  • Brahim Gaies

    (IPAG Business School)

Abstract

In response to the COVID-19 pandemic, developing countries are increasing health spending to save lives. Such a response raises questions about the economic impact of this expenditure in terms of income growth that determines the development trajectory of these countries. This paper is the first to apply dynamic linear and threshold panel data models to capture the dynamic impact of health expenditure on growth on a large sample of developing countries, while addressing endogeneity bias and taking into account different levels of human and physical capital, as well as a set of health expenditure indicators. The main results show that while public and private domestic health expenditure increase income growth, external inflows of health expenditure do not. In addition, this positive impact is enhanced by a higher level of human and physical capital, thereby demonstrating complementarity rather than substitutability between investments in health, physical and human capital.

Suggested Citation

  • Brahim Gaies, 2022. "Reassessing the impact of health expenditure on income growth in the face of the global sanitary crisis: the case of developing countries," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(9), pages 1415-1436, December.
  • Handle: RePEc:spr:eujhec:v:23:y:2022:i:9:d:10.1007_s10198-022-01433-1
    DOI: 10.1007/s10198-022-01433-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10198-022-01433-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10198-022-01433-1?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. Narayan, Seema & Narayan, Paresh Kumar & Mishra, Sagarika, 2010. "Investigating the relationship between health and economic growth: Empirical evidence from a panel of 5 Asian countries," Journal of Asian Economics, Elsevier, vol. 21(4), pages 404-411, August.
    2. Zhu, Xiaoyang & Asimakopoulos, Stylianos & Kim, Jaebeom, 2020. "Financial development and innovation-led growth: Is too much finance better?," Journal of International Money and Finance, Elsevier, vol. 100(C).
    3. Mr. Pragyan Deb & Davide Furceri & Mr. Jonathan David Ostry & Nour Tawk, 2020. "The Effect of Containment Measures on the COVID-19 Pandemic," IMF Working Papers 2020/159, International Monetary Fund.
    4. Xiaoxuan Yang, 2020. "Health expenditure, human capital, and economic growth: an empirical study of developing countries," International Journal of Health Economics and Management, Springer, vol. 20(2), pages 163-176, June.
    5. Prince Boakye Frimpong & George Adu, 2014. "Population Health and Economic Growth in Sub-Saharan Africa: A Panel Cointegration Analysis," Journal of African Business, Taylor & Francis Journals, vol. 15(1), pages 36-48, April.
    6. Serge Mandiefe Piabuo & Julius Chupezi Tieguhong, 2017. "Health expenditure and economic growth - a review of the literature and an analysis between the economic community for central African states (CEMAC) and selected African countries," Health Economics Review, Springer, vol. 7(1), pages 1-13, December.
    7. 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.
    8. Marwa Farag & A. NandaKumar & Stanley Wallack & Dominic Hodgkin & Gary Gaumer & Can Erbil, 2012. "The income elasticity of health care spending in developing and developed countries," International Journal of Health Economics and Management, Springer, vol. 12(2), pages 145-162, June.
    9. Brahim Gaies & Stephane Goutte & Khaled Guesmi, 2019. "What Interactions between Financial Globalization and Instability?—Growth in Developing Countries," Journal of International Development, John Wiley & Sons, Ltd., vol. 31(1), pages 39-79, January.
    10. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    11. Ming Zhang & Xiaorong Zou & Long Sha, 2019. "Social Security and Sustainable Economic Growth: Based on the Perspective of Human Capital," Sustainability, MDPI, vol. 11(3), pages 1-14, January.
    12. Seo, Myung Hwan & Shin, Yongcheol, 2016. "Dynamic panels with threshold effect and endogeneity," Journal of Econometrics, Elsevier, vol. 195(2), pages 169-186.
    13. Emre Atilgan & Dilek Kilic & Hasan Murat Ertugrul, 2017. "The dynamic relationship between health expenditure and economic growth: is the health-led growth hypothesis valid for Turkey?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(5), pages 567-574, June.
    14. Erkan Erdil & I. Hakan Yetkiner, 2009. "The Granger-causality between health care expenditure and output: a panel data approach," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 511-518.
    15. Helder Ferreira De Mendonça & Adriana Cabrera Baca, 2018. "Relevance of corruption on the effect of public health expenditure and taxation on economic growth," Applied Economics Letters, Taylor & Francis Journals, vol. 25(12), pages 876-881, July.
    16. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    17. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    18. N. Gregory Mankiw & David Romer & David Weil, 1990. "A Contribution to the Empirics of Economic Growth," Working Papers 1990-24, Brown University, Department of Economics.
    19. Oladipo Olalekan David, 2019. "Powering economic growth and development in Africa: telecommunication operations," Applied Economics, Taylor & Francis Journals, vol. 51(33), pages 3583-3607, July.
    20. Lee, Suejin A. & Lim, Jae-Young, 2014. "Does International Health Aid Follow Recipients’ Needs? Extensive and Intensive Margins of Health Aid Allocation," World Development, Elsevier, vol. 64(C), pages 104-120.
    21. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    22. Alexander Bilson Darku & Richard Yeboah, 2018. "Economic openness and income growth in developing countries: a regional comparative analysis," Applied Economics, Taylor & Francis Journals, vol. 50(8), pages 855-869, February.
    23. Aghion, Philippe & Howitt, Peter, 1996. "Research and Development in the Growth Process," Journal of Economic Growth, Springer, vol. 1(1), pages 49-73, March.
    24. Bernard Sarpong & Edward Nketiah-Amponsah & Nkechi S. Owoo, 2020. "Health and Economic Growth Nexus: Evidence from Selected Sub-Saharan African (SSA) Countries," Global Business Review, International Management Institute, vol. 21(2), pages 328-347, April.
    25. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    26. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    27. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    28. Osei, Michael J. & Kim, Jaebeom, 2020. "Foreign direct investment and economic growth: Is more financial development better?," Economic Modelling, Elsevier, vol. 93(C), pages 154-161.
    29. Brahim Gaies & Mahmoud‐Sami Nabi, 2021. "Banking crises and economic growth in developing countries: Why privileging foreign direct investment over external debt?," Bulletin of Economic Research, Wiley Blackwell, vol. 73(4), pages 736-761, October.
    30. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2013. "Inflation and growth: new evidence from a dynamic panel threshold analysis," Empirical Economics, Springer, vol. 44(2), pages 861-878, April.
    31. Jude Eggoh & Hilaire Houeninvo & Gilles-Armand Sossou, 2015. "Education, Health And Economic Growth In African Countries," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 40(1), pages 93-111, March.
    32. Gaies, Brahim & Goutte, Stéphane & Guesmi, Khaled, 2020. "Does financial globalization still spur growth in emerging and developing countries? Considering exchange rates," Research in International Business and Finance, Elsevier, vol. 52(C).
    33. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    34. Amiri, Arshia & Ventelou, Bruno, 2012. "Granger causality between total expenditure on health and GDP in OECD: Evidence from the Toda–Yamamoto approach," Economics Letters, Elsevier, vol. 116(3), pages 541-544.
    35. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    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. Gaies, Brahim & Nakhli, Mohamed Sahbi & Sahut, Jean-Michel & Schweizer, Denis, 2023. "Interactions between investors’ fear and greed sentiment and Bitcoin prices," The North American Journal of Economics and Finance, Elsevier, vol. 67(C).
    2. Maria Giuseppina Bruna & Béchir Ben Lahouel & Brahim Gaies, 2022. "Dans les brumes de l'endogénéité. Une étude critique des relations entre performance sociétale et performance économique," Post-Print hal-04070564, HAL.
    3. Shongkour Roy & Tanjina Khatun, 2022. "Effect of adolescent female fertility and healthcare spending on maternal and neonatal mortality in low resource setting of South Asia," Health Economics Review, Springer, vol. 12(1), pages 1-8, December.
    4. Wei Jiang & Yadong Wang, 2023. "Asymmetric Effects of Human Health Capital on Economic Growth in China: An Empirical Investigation Based on the NARDL Model," Sustainability, MDPI, vol. 15(6), pages 1-16, March.
    5. Brahim Gaies, 2023. "Banking sector openness, a path to social responsibility? Evidence from Southern European banks," Economics and Business Letters, Oviedo University Press, vol. 12(4), pages 284-295.
    6. Ayfer Ozyilmaz & Yuksel Bayraktar & Esme Isik & Metin Toprak & Mehmet Bilal Er & Furkan Besel & Serdar Aydin & Mehmet Firat Olgun & Sandra Collins, 2022. "The Relationship between Health Expenditures and Economic Growth in EU Countries: Empirical Evidence Using Panel Fourier Toda–Yamamoto Causality Test and Regression Models," IJERPH, MDPI, vol. 19(22), pages 1-17, November.

    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. Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015. "Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries," World Development, Elsevier, vol. 68(C), pages 66-81.
    2. Nadide Halıcı-Tülüce & İbrahim Doğan & Cüneyt Dumrul, 2016. "Is income relevant for health expenditure and economic growth nexus?," International Journal of Health Economics and Management, Springer, vol. 16(1), pages 23-49, March.
    3. Baharumshah, Ahmad Zubaidi & Slesman, Ly & Wohar, Mark E., 2016. "Inflation, inflation uncertainty, and economic growth in emerging and developing countries: Panel data evidence," Economic Systems, Elsevier, vol. 40(4), pages 638-657.
    4. Yongfu Huang, 2011. "Private investment and financial development in a globalized world," Empirical Economics, Springer, vol. 41(1), pages 43-56, August.
    5. Johanna Vogel, 2012. "Agglomeration and Growth: Evidence from the Regions of Central and Eastern Europe," ERSA conference papers ersa12p1089, European Regional Science Association.
    6. Silvia Fedeli & Vitantonio Mariella & Marco Onofri, 2018. "Determinants of Joblessness During the Economic Crisis: Impact of Criminality in the Italian Labour Market," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 139(2), pages 559-588, September.
    7. Vogel, Johanna, 2013. "Regional Convergence in Europe: A Dynamic Heterogeneous Panel Approach," MPRA Paper 51794, University Library of Munich, Germany.
    8. Hujer Reinhard & Rodrigues Paulo J. M. & Wolf Katja, 2008. "Dynamic Panel Data Models with Spatial Correlation," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 228(5-6), pages 612-629, October.
    9. Cristian Incaltarau & Gabriela Carmen Pascariu & Adelaide Duarte & Peter Nijkamp, 2021. "Migration, regional growth and convergence: a spatial econometric study on Romania," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(3), pages 497-532, June.
    10. Canavire-Bacarreza, Gustavo & Martinez-Vazquez, Jorge & Yedgenov, Bauyrzhan, 2020. "Identifying and disentangling the impact of fiscal decentralization on economic growth," World Development, Elsevier, vol. 127(C).
    11. Li, Hongbin & Yang, Zheyu & Yao, Xianguo & Zhang, Haifeng & Zhang, Junsen, 2012. "Entrepreneurship, private economy and growth: Evidence from China," China Economic Review, Elsevier, vol. 23(4), pages 948-961.
    12. Kevin Luo & Tomoko Kinugasa, 2020. "Challenges for China’s economic development: the saving glut and policy implication," International Journal of Economic Policy Studies, Springer, vol. 14(1), pages 47-75, February.
    13. Johanna Vogel, 2015. "The two faces of R&D and human capital: Evidence from Western European regions," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 525-551, August.
    14. Martikainen, Emmi & Schmiedel, Heiko & Takalo, Tuomas, 2015. "Convergence of European retail payments," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 81-91.
    15. Slesman, Ly & Baharumshah, Ahmad Zubaidi & Ra'ees, Wahabuddin, 2015. "Institutional infrastructure and economic growth in member countries of the Organization of Islamic Cooperation (OIC)," Economic Modelling, Elsevier, vol. 51(C), pages 214-226.
    16. Brahim Gaies & Mahmoud‐Sami Nabi, 2021. "Banking crises and economic growth in developing countries: Why privileging foreign direct investment over external debt?," Bulletin of Economic Research, Wiley Blackwell, vol. 73(4), pages 736-761, October.
    17. Fernando Mayoral & Carlos Garcimartín, 2013. "The impact of population on the reduction of steady-state disparities across Spanish regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(1), pages 49-69, February.
    18. Junhua Li & Wenli Cheng, 2015. "Country Size, Economic Structure and Transaction Efficiency: An Asymmetric Spatial General Equilibrium Model of Income Differences across Nations," Monash Economics Working Papers 17-15, Monash University, Department of Economics.
    19. Martin Bijsterbosch & Marcin Kolasa, 2010. "FDI and productivity convergence in Central and Eastern Europe: an industry-level investigation," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(4), pages 689-712, January.
    20. Vinayagathasan, Thanabalasingam, 2013. "Inflation and economic growth: A dynamic panel threshold analysis for Asian economies," Journal of Asian Economics, Elsevier, vol. 26(C), pages 31-41.

    More about this item

    Keywords

    Development economics; Health-led growth hypothesis; Dynamic threshold model; GMM;
    All these keywords.

    JEL classification:

    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models; Threshold Regression Models
    • F36 - International Economics - - International Finance - - - Financial Aspects of Economic Integration
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development

    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:spr:eujhec:v:23:y:2022:i:9:d:10.1007_s10198-022-01433-1. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.