IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/119994.html
   My bibliography  Save this paper

The nexus between economic growth, healthcare expenditure, and CO2 emissions in Asia-Pacific countries: Evidence from a PVAR approach

Author

Listed:
  • Yuan, Mingqing

Abstract

In this study, a panel vector autoregressive (PVAR) model with system generalized method of moments (GMM) estimation is utilized to examine the dynamic causalities among economic growth, healthcare expenditure, and CO2 emissions in Asia-Pacific countries from 2000 to 2019. Results show that economic growth has a positive effect on government healthcare expenditure, with bidirectional causality observed with private healthcare spending. No significant long-term relationship is detected in the former case. These results emphasize the role of economic development in bolstering public health and reflect a later weakening of the level of government response as economies expand. Additionally, CO2 emissions negatively affect economic growth in a unidirectional manner. The impulse response analysis supports the presence of the environmental Kuznets curve (EKC). Furthermore, while a bidirectional causality exists between CO2 emissions and government healthcare spending, a long-standing correlation remains elusive. This result calls for a dual focus on enhancing healthcare services and reducing emission for health and environmental benefits. The results of variance decomposition highlight the significant contribution of government healthcare expenditure to economic growth and private healthcare spending, in addition to the important role of private healthcare spending in economic growth. These findings offer policymakers evidence-based insights to formulate strategies that balance economic growth, sustainable development, and healthcare provision.

Suggested Citation

  • Yuan, Mingqing, 2023. "The nexus between economic growth, healthcare expenditure, and CO2 emissions in Asia-Pacific countries: Evidence from a PVAR approach," MPRA Paper 119994, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:119994
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/119994/1/MPRA_paper_119994.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Serdar Kurt, 2015. "Government Health Expenditures and Economic Growth: A Feder Ram Approach for the Case of Turkey," International Journal of Economics and Financial Issues, Econjournals, vol. 5(2), pages 441-447.
    3. Zhang, Xing-Ping & Cheng, Xiao-Mei, 2009. "Energy consumption, carbon emissions, and economic growth in China," Ecological Economics, Elsevier, vol. 68(10), pages 2706-2712, August.
    4. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    5. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    6. Bebonchu Atems, 2019. "Public health expenditures, taxation, and growth," Health Economics, John Wiley & Sons, Ltd., vol. 28(9), pages 1146-1150, September.
    7. Raju Jan Singh & Rene Weber, 1997. "The Composition of Public Expenditure and Economic Growth: Can Anything be Learned from Swiss Data?," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 133(III), pages 617-634, September.
    8. Holtz-Eakin, Douglas & Selden, Thomas M., 1995. "Stoking the fires? CO2 emissions and economic growth," Journal of Public Economics, Elsevier, vol. 57(1), pages 85-101, May.
    9. Farhani, Sahbi & Mrizak, Sana & Chaibi, Anissa & Rault, Christophe, 2014. "The environmental Kuznets curve and sustainability: A panel data analysis," Energy Policy, Elsevier, vol. 71(C), pages 189-198.
    10. Lago-Peñas, Santiago & Cantarero-Prieto, David & Blázquez-Fernández, Carla, 2013. "On the relationship between GDP and health care expenditure: A new look," Economic Modelling, Elsevier, vol. 32(C), pages 124-129.
    11. Getzen, Thomas E., 2000. "Health care is an individual necessity and a national luxury: applying multilevel decision models to the analysis of health care expenditures," Journal of Health Economics, Elsevier, vol. 19(2), pages 259-270, March.
    12. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    13. Nancy Devlin & Paul Hansen, 2001. "Health care spending and economic output: Granger causality," Applied Economics Letters, Taylor & Francis Journals, vol. 8(8), pages 561-564.
    14. Devarajan, Shantayanan & Swaroop, Vinaya & Heng-fu, Zou, 1996. "The composition of public expenditure and economic growth," Journal of Monetary Economics, Elsevier, vol. 37(2-3), pages 313-344, April.
    15. Sami Chaabouni & Chokri Abednnadher, 2014. "The Determinants of Health Expenditures in Tunisia: An ARDL Bounds Testing Approach," International Journal of Information Systems in the Service Sector (IJISSS), IGI Global, vol. 6(4), pages 60-72, October.
    16. Ghosh, Sajal, 2010. "Examining carbon emissions economic growth nexus for India: A multivariate cointegration approach," Energy Policy, Elsevier, vol. 38(6), pages 3008-3014, June.
    17. Hirotugu Akaike, 1969. "Fitting autoregressive models for prediction," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 21(1), pages 243-247, December.
    18. Stefania Marica & Romano Piras, 2018. "The Relationship Between Government Spending And Growth: A Survey," Rivista Internazionale di Scienze Sociali, Vita e Pensiero, Pubblicazioni dell'Universita' Cattolica del Sacro Cuore, vol. 139(2), pages 123-151.
    19. 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.
    20. Acheampong, Alex O., 2018. "Economic growth, CO2 emissions and energy consumption: What causes what and where?," Energy Economics, Elsevier, vol. 74(C), pages 677-692.
    21. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    22. Mr. Saad A. Alshahrani & Mr. Ali J Al-Sadiq, 2014. "Economic Growth and Government Spending in Saudi Arabia: an Empirical Investigation," IMF Working Papers 2014/003, International Monetary Fund.
    23. Agénor, Pierre-Richard, 2010. "A theory of infrastructure-led development," Journal of Economic Dynamics and Control, Elsevier, vol. 34(5), pages 932-950, May.
    24. 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.
    25. Ibukun, Cleopatra Oluseye & Osinubi, Tolulope Temilola, 2020. "Environmental Quality, Economic Growth, and Health Expenditure: Empirical Evidence from a Panel of African Countries," African Journal of Economic Review, African Journal of Economic Review, vol. 8(2), July.
    26. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    27. Kneller, Richard & Bleaney, Michael F. & Gemmell, Norman, 1999. "Fiscal policy and growth: evidence from OECD countries," Journal of Public Economics, Elsevier, vol. 74(2), pages 171-190, November.
    28. Kijima, Masaaki & Nishide, Katsumasa & Ohyama, Atsuyuki, 2010. "Economic models for the environmental Kuznets curve: A survey," Journal of Economic Dynamics and Control, Elsevier, vol. 34(7), pages 1187-1201, July.
    29. Halkos, George E., 2003. "Environmental Kuznets Curve for sulfur: evidence using GMM estimation and random coefficient panel data models," Environment and Development Economics, Cambridge University Press, vol. 8(4), pages 581-601, October.
    30. Tamazian, Artur & Chousa, Juan Piñeiro & Vadlamannati, Krishna Chaitanya, 2009. "Does higher economic and financial development lead to environmental degradation: Evidence from BRIC countries," Energy Policy, Elsevier, vol. 37(1), pages 246-253, January.
    31. Stefania Marica & Romano Piras, 2018. "The Relationship Between Government Spending And Growth: A Survey," Rivista Internazionale di Scienze Sociali, Vita e Pensiero, Pubblicazioni dell'Universita' Cattolica del Sacro Cuore, vol. 126(2), pages 123-151.
    32. Soytas, Ugur & Sari, Ramazan & Ewing, Bradley T., 2007. "Energy consumption, income, and carbon emissions in the United States," Ecological Economics, Elsevier, vol. 62(3-4), pages 482-489, May.
    33. Sahbi Farhani & Sana Mrizak & Anissa Chaibi & Christophe Rault, 2014. "The Environmental Kuznets Curve and Sustainability: A Panel Data Analysis," CESifo Working Paper Series 4787, CESifo.
    Full references (including those not matched with items on IDEAS)

    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. Sofien, Tiba & Omri, Anis, 2016. "Literature survey on the relationships between energy variables, environment and economic growth," MPRA Paper 82555, University Library of Munich, Germany, revised 14 Sep 2016.
    2. Acheampong, Alex O., 2018. "Economic growth, CO2 emissions and energy consumption: What causes what and where?," Energy Economics, Elsevier, vol. 74(C), pages 677-692.
    3. Saida Daly & Mohamed Abdouli, 2023. "The Nexus between Environmental Quality, Economic Growth, and Trade Openness in Saudi Arabia (1990-2017)," International Journal of Energy Economics and Policy, Econjournals, vol. 13(4), pages 579-598, July.
    4. Tiba, Sofien & Omri, Anis, 2017. "Literature survey on the relationships between energy, environment and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1129-1146.
    5. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    6. Dimitrios Paparas & Christian Richter, 2015. "Fiscal policy and economic growth: Empirical evidence from the European Union," Working Papers 2015.06, International Network for Economic Research - INFER.
    7. José Carlos Araújo Amarante & Cássio da Nóbrega Besarria & Helson Gomes de Souza & Otoniel Rodrigues dos Anjos Junior, 2021. "The relationship between economic growth, renewable and nonrenewable energy use and CO2 emissions: empirical evidences for Brazil," Greenhouse Gases: Science and Technology, Blackwell Publishing, vol. 11(3), pages 411-431, June.
    8. Hartwig, Jochen, 2014. "Testing the Uzawa–Lucas model with OECD data," Research in Economics, Elsevier, vol. 68(2), pages 144-156.
    9. Chen, Ping-Yu & Chen, Sheng-Tung & Hsu, Chia-Sheng & Chen, Chi-Chung, 2016. "Modeling the global relationships among economic growth, energy consumption and CO2 emissions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 420-431.
    10. Mulas-Granados, Carlos & Sanz, Ismael, 2008. "The dispersion of technology and income in Europe: Evolution and mutual relationship across regions," Research Policy, Elsevier, vol. 37(5), pages 836-848, June.
    11. Shahbaz, Muhammad & Balsalobre-Lorente, Daniel & Sinha, Avik, 2019. "Foreign Direct Investment–CO2 Emissions Nexus in Middle East and North African countries: Importance of Biomass Energy Consumption," MPRA Paper 91729, University Library of Munich, Germany, revised 19 Jan 2019.
    12. Nasreen, Samia & Anwar, Sofia & Ozturk, Ilhan, 2017. "Financial stability, energy consumption and environmental quality: Evidence from South Asian economies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 1105-1122.
    13. Moaniba, Igam M. & Su, Hsin-Ning & Lee, Pei-Chun, 2019. "On the drivers of innovation: Does the co-evolution of technological diversification and international collaboration matter?," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    14. Jochen Hartwig, 2009. "A panel Granger-causality test of endogenous vs. exogenous growth," KOF Working papers 09-231, KOF Swiss Economic Institute, ETH Zurich.
    15. Chris Belmert Milindi & Roula Inglesi-Lotz, 2023. "Impact of technological progress on carbon emissions in different country income groups," Energy & Environment, , vol. 34(5), pages 1348-1382, August.
    16. Dimitrios PAPARAS & Christian RICHTER & Alexandros PAPARAS, 2015. "Fiscal Policy and Economic Growth, Empirical Evidence in European Union," Turkish Economic Review, KSP Journals, vol. 2(4), pages 239-268, December.
    17. Faridul, Islam & Muhammad, Shahbaz, 2012. "Is There an Environmental Kuznets Curve for Bangladesh?," MPRA Paper 38490, University Library of Munich, Germany, revised 30 Apr 2012.
    18. Duc Khuong Nguyen & Benoît Sévi & Bo Sjö & Gazi Salah Uddin, 2017. "The role of trade openness and investment in examining the energy-growth-pollution nexus: empirical evidence for China and India," Applied Economics, Taylor & Francis Journals, vol. 49(40), pages 4083-4098, August.
    19. Bouznit, Mohammed & Pablo-Romero, María del P., 2016. "CO2 emission and economic growth in Algeria," Energy Policy, Elsevier, vol. 96(C), pages 93-104.
    20. Shahbaz, Muhammad & Balsalobre, Daniel & Shahzad, Syed Jawad Hussain, 2018. "The Influencing Factors of CO2 Emissions and the Role of Biomass Energy Consumption: Statistical Experience from G-7 Countries," MPRA Paper 87456, University Library of Munich, Germany, revised 14 Jun 2018.

    More about this item

    Keywords

    Economic growth; Healthcare expenditure; CO2 emissions; System-GMM; PVAR; Asia-Pacific region;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • C36 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Instrumental Variables (IV) Estimation
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • O5 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

    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:pra:mprapa:119994. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.