Yuan, Mingqing (2023): The nexus between economic growth, healthcare expenditure, and CO2 emissions in Asia-Pacific countries: Evidence from a PVAR-GMM approach.
Preview |
PDF
MPRA_paper_119994.pdf Download (560kB) | Preview |
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.
Item Type: | MPRA Paper |
---|---|
Original Title: | The nexus between economic growth, healthcare expenditure, and CO2 emissions in Asia-Pacific countries: Evidence from a PVAR-GMM approach |
Language: | English |
Keywords: | Economic growth, Healthcare expenditure, CO2 emissions, System-GMM, PVAR, Asia-Pacific region |
Subjects: | C - Mathematical and Quantitative Methods > C3 - Multiple or Simultaneous Equation Models ; Multiple Variables > C33 - Panel Data Models ; Spatio-temporal Models C - Mathematical and Quantitative Methods > C3 - Multiple or Simultaneous Equation Models ; Multiple Variables > C36 - Instrumental Variables (IV) Estimation C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C51 - Model Construction and Estimation I - Health, Education, and Welfare > I1 - Health > I15 - Health and Economic Development O - Economic Development, Innovation, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity > O44 - Environment and Growth O - Economic Development, Innovation, Technological Change, and Growth > O5 - Economywide Country Studies O - Economic Development, Innovation, Technological Change, and Growth > O5 - Economywide Country Studies > O53 - Asia including Middle East Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q53 - Air Pollution ; Water Pollution ; Noise ; Hazardous Waste ; Solid Waste ; Recycling Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q56 - Environment and Development ; Environment and Trade ; Sustainability ; Environmental Accounts and Accounting ; Environmental Equity ; Population Growth |
Item ID: | 122759 |
Depositing User: | Ms MINGQING YUAN |
Date Deposited: | 25 Nov 2024 14:59 |
Last Modified: | 25 Nov 2024 14:59 |
References: | Abdullah, H., Azam, M., & Zakariya, S. K. (2016). The impact of environmental quality on public health expenditure in Malaysia. Asia Pacific Institute of Advanced Research. ISBN:9780994365675. Abrigo, M. R., & Love, I. (2016). Estimation of panel vector autoregression in stata. The Stata Journal: Promoting Communications on Statistics and Stata, 16(3), 778–804. https://doi.org/10.1177/1536867x1601600314 Acheampong, A. O. (2018). Economic growth, CO2 emissions and energy consumption: What causes what and where? Energy Economics, 74, 677–692. https://doi.org/10.1016/j.eneco.2018.07.022 Adedoyin, F. F., & Bekun, F. V. (2020). Modelling the interaction between tourism, energy consumption, pollutant emissions and urbanization: Renewed evidence from panel var. Environmental Science and Pollution Research, 27(31), 38881–38900. https://doi.org/10.1007/s11356-020-09869-9 Agénor, P.-R. (2010). A theory of infrastructure-led development. Journal of Economic Dynamics and Control, 34(5), 932–950. https://doi.org/10.1016/j.jedc.2010.01.009 Ahmad, M., Akram, W., Ikram, M., Shah, A. A., Rehman, A., Chandio, A. A., & Jabeen, G. (2021). Estimating dynamic interactive linkages among urban agglomeration, economic performance, carbon emissions, and health expenditures across developmental disparities. Sustainable Production and Consumption, 26, 239–255. https://doi.org/10.1016/j.spc.2020.10.006 Akaike, H. (1969). Fitting autoregressive models for prediction. Annals of the Institute of Statistical Mathematics, 21(1), 243–247. https://doi.org/10.1007/bf02532251 Akbar, M., Hussain, A., Akbar, A., & Ullah, I. (2020). The Dynamic Association between healthcare spending, CO2 emissions, and human development index in OECD countries: Evidence from panel VAR model. Environment, Development and Sustainability, 23(7), 10470–10489. https://doi.org/10.1007/s10668-020-01066-5 Akbostancı, E., Türüt-Aşık, S., & Tunç, G. İ. (2009). The relationship between income and environment in Turkey: Is there an environmental kuznets curve? Energy Policy, 37(3), 861–867. https://doi.org/10.1016/j.enpol.2008.09.088 Alimi, O. Y., Ajide, K. B., & Isola, W. A. (2019). Environmental Quality and Health Expenditure in ECOWAS. Environment, Development and Sustainability, 22(6), 5105–5127. https://doi.org/10.1007/s10668-019-00416-2 AlShahrani, S., & Al-Sadiq, A. (2014). Economic growth and government spending in Saudi Arabia: An empirical investigation. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2393603 Amiri, A., & Ventelou, B. (2012). Granger causality between total expenditure on health and GDP in OECD: Evidence from the toda–yamamoto approach. Economics Letters, 116(3), 541–544. https://doi.org/10.1016/j.econlet.2012.04.040 Apergis, N., Gupta, R., Lau, C. K., & Mukherjee, Z. (2018). U.S. state-level carbon dioxide emissions: Does it affect health care expenditure? Renewable and Sustainable Energy Reviews, 91, 521–530. https://doi.org/10.1016/j.rser.2018.03.035 Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo Evidence and an application to employment equations. The Review of Economic Studies, 58(2), 277. https://doi.org/10.2307/2297968 Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29–51. https://doi.org/10.1016/0304-4076(94)01642-d Atems, B. (2019). Public Health Expenditures, taxation, and growth. Health Economics, 28(9), 1146–1150. https://doi.org/10.1002/hec.3894 Azam, M., Khan, A. Q., Abdullah, H. B., & Qureshi, M. E. (2015). The impact of CO2 emissions on economic growth: Evidence from selected higher CO2 emissions economies. Environmental Science and Pollution Research, 23(7), 6376–6389. https://doi.org/10.1007/s11356-015-5817-4 Aşıcı, A. A. (2013). Economic growth and its impact on environment: A panel data analysis. Ecological Indicators, 24, 324–333. https://doi.org/10.1016/j.ecolind.2012.06.019 Baltagi, B. H., & Moscone, F. (2010). Health Care Expenditure and income in the OECD reconsidered: Evidence from panel data. Economic Modelling, 27(4), 804–811. https://doi.org/10.1016/j.econmod.2009.12.001 Barro, R. J. (1990). Government spending in a simple model of endogeneous growth. Journal of Political Economy, 98(5, Part 2). https://doi.org/10.1086/261726 Barro, R. J., & Sala-I-Martin, X. (1992). Public finance in models of economic growth. The Review of Economic Studies, 59(4), 645. https://doi.org/10.2307/2297991 Benos, N. (2005), Fiscal Policy and Economic Growth: Empirical Evidence from OECD, University of Cyprus Working Papers in Economics, University of Cyprus Department of Economics. Beylik, U., Cirakli, U., Cetin, M., Ecevit, E., & Senol, O. (2022). The relationship between Health Expenditure Indicators and economic growth in OECD countries: A Driscoll-Kraay Approach. Frontiers in Public Health, 10. https://doi.org/10.3389/fpubh.2022.1050550 Bimonte, S. (2002). Information access, income distribution, and the environmental kuznets curve. Ecological Economics, 41(1), 145–156. https://doi.org/10.1016/s0921-8009(02)00022-8 Bhat, R. & Jain, N. (2006). Analysis of Public and Private Healthcare Expenditures. Economic and Political Weekly, 41(1), 57–68. http://www.jstor.org/stable/4417643 Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143. https://doi.org/10.1016/s0304-4076(98)00009-8 Boachie, M. (2014). Determinants of Public Health Expenditure in Ghana: A Cointegration Analysis. Journal of Behavioral Economics, Finance, Entrepreneurship, Accounting and Transport, 2(2), 35-40. Borhan, H., Ahmed, E. M., & Hitam, M. (2012). The impact of CO2 on Economic Growth in ASEAN 8. Procedia - Social and Behavioral Sciences, 35, 389–397. https://doi.org/10.1016/j.sbspro.2012.02.103 Chaabouni, S., & Abednnadher, C. (2014). The determinants of Health Expenditures in Tunisia. International Journal of Information Systems in the Service Sector, 6(4), 60–72. https://doi.org/10.4018/ijisss.2014100104 Chaabouni, S., & Saidi, K. (2017). The dynamic links between carbon dioxide (CO2) emissions, health spending and GDP growth: A case study for 51 countries. Environmental research, 158, 137–144. https://doi.org/10.1016/j.envres.2017.05.041 Costa, J. da, Ellson, R. W., & Martin, R. C. (1987). Public Capital, regional output, and development: Some empirical evidence. Journal of Regional Science, 27(3), 419–437. https://doi.org/10.1111/j.1467-9787.1987.tb01171.x Deno, K. T. (1988). The Effect of Public Capital on U. S. Manufacturing Activity: 1970 to 1978. Southern Economic Journal, 55(2), 400–411. https://doi.org/10.2307/1059112 Devarajan, S., Swaroop, V., & Zou, H. (1996). The composition of public expenditure and economic growth. Journal of Monetary Economics, 37(2), 313–344. https://doi.org/10.1016/s0304-3932(96)90039-2 Devlin, N., & Hansen, P. (2001). Health care spending and economic output: Granger causality. Applied Economics Letters, 8(8), 561–564. https://doi.org/10.1080/13504850010017357 Di Matteo, L., & Di Matteo, R. (1998). Evidence on the determinants of Canadian Provincial Government Health Expenditures: 1965–1991. Journal of Health Economics, 17(2), 211–228. https://doi.org/10.1016/s0167-6296(97)00020-9 Dinda, S. (2004). Environmental kuznets curve hypothesis: A survey. Ecological Economics, 49(4), 431–455. https://doi.org/10.1016/j.ecolecon.2004.02.011 Ejuvbekpokpo, S. A. (2014). Impact of Carbon Emissions on Economic Growth in Nigeria. Asian Journal of Basic and Applied Sciences, 1(1), 15–25. Elmi, Z., & Sadeghi, S. (2012). Health Care Expenditures and Economic Growth in Developing Countries: Panel Co-Integration and Causality. https://doi.org/10.5829/idosi.mejsr.2012.12.1.64196 Erdoğan, S., Kırca, M., & Gedikli, A. (2020). The relationship between CO2 and Health Expenditures in BRICS-T countries. Business and Economics Research Journal, 11(2), 293–305. https://doi.org/10.20409/berj.2019.231 Farhani, S., Mrizak, S., Chaibi, A., & Rault, C. (2014). The environmental kuznets curve and sustainability: A panel data analysis. Energy Policy, 71, 189–198. https://doi.org/10.1016/j.enpol.2014.04.030 Fodha, M., & Zaghdoud, O. (2010). Economic growth and pollutant emissions in Tunisia: An empirical analysis of the environmental kuznets curve. Energy Policy, 38(2), 1150–1156. https://doi.org/10.1016/j.enpol.2009.11.002 Getzen, T. 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, 19(2), 259–270. https://doi.org/10.1016/s0167-6296(99)00032-6 Ghosh, S. (2010). Examining carbon emissions economic growth nexus for India: A multivariate cointegration approach. Energy Policy, 38(6), 3008–3014. https://doi.org/10.1016/j.enpol.2010.01.040 Grossman, G., & Krueger, A. (1991). Environmental Impacts of a North American Free Trade Agreement. https://doi.org/10.3386/w3914 Halkos, G. E. (2003). Environmental kuznets curve for sulfur: Evidence using GMM estimation and random coefficient panel data models. Environment and Development Economics, 8(4), 581–601. https://doi.org/10.1017/s1355770x0300317 Hannan, E. J., & Quinn, B. G. (1979). The determination of the order of an autoregression. Journal of the Royal Statistical Society: Series B (Methodological), 41(2), 190–195. https://doi.org/10.1111/j.2517-6161.1979.tb01072.x Hill, R. J., & Magnani, E. (2002). An Exploration of the Conceptual and Empirical Basis of the Environmental Kuznets Curve. Australian Economic Papers, 41, 239-254. https://doi.org/10.1111/1467-8454.00162 Holtz-Eakin, D., & Selden, T. M. (1995). Stoking the fires? CO2 emissions and economic growth. Journal of Public Economics, 57(1), 85–101. https://doi.org/10.1016/0047-2727(94)01449-x Ibukun, C. O., & Osinubi, T. T. (2020). Environmental Quality, Economic Growth, and Health Expenditure: Empirical Evidence from a Panel of African Countries. African Journal of Economic Review, 8(2). Kijima, M., Nishide, K., & Ohyama, A. (2010). Economic models for the Environmental Kuznets Curve: A survey. Journal of Economic Dynamics and Control, 34(7), 1187–1201. https://doi.org/10.1016/j.jedc.2010.03.010 Kneller, R., Bleaney, M. F., & Gemmell, N. (1999). Fiscal policy and growth: Evidence from OECD countries. Journal of Public Economics, 74(2), 171–190. https://doi.org/10.1016/s0047-2727(99)00022-5 Kurt, S. (2015). Government Health Expenditures and Economic Growth: A Feder-Ram Approach for the Case of Turkey. International Journal of Economics and Financial Issues, 5 (2), 441-447. Kuznets, S. (1955). Economic Growth and Income Inequality. The American Economic Review, 45(1), 1–28. http://www.jstor.org/stable/1811581 Kwabena Twerefou, D., Danso-Mensah, K., & Bokpin, G. A. (2017). The environmental effects of economic growth and globalization in Sub-Saharan Africa: A panel general method of moments approach. Research in International Business and Finance, 42, 939–949. https://doi.org/10.1016/j.ribaf.2017.07.028 Lago-Peñas, S., Cantarero-Prieto, D., & Blázquez-Fernández, C. (2013). On the relationship between GDP and Health Care Expenditure: A new look. Economic Modelling, 32, 124–129. https://doi.org/10.1016/j.econmod.2013.01.021 Leal, P. H., & Marques, A. C. (2022). The evolution of the environmental kuznets curve hypothesis assessment: A LITERATURE REVIEW UNDER A critical analysis perspective. Heliyon, 8(11). https://doi.org/10.1016/j.heliyon.2022.e11521 Li, F., Chang, T., Wang, M.-C., & Zhou, J. (2022). The relationship between Health Expenditure, CO2 emissions, and economic growth in the BRICS countries—based on the fourier ARDL model. Environmental Science and Pollution Research, 29(8), 10908–10927. https://doi.org/10.1007/s11356-021-17900-w Love, I., & Zicchino, L. (2006). Financial development and dynamic investment behavior: Evidence from panel var. The Quarterly Review of Economics and Finance, 46(2), 190–210. https://doi.org/10.1016/j.qref.2005.11.007 Lucas, R. E. (1988). On the mechanics of Economic Development. Journal of Monetary Economics, 22(1), 3–42. https://doi.org/10.1016/0304-3932(88)90168-7 Marica, S., & Piras, R. (2018). The Relationship Between Government Spending and Growth: A Survey. Rivista Internazionale Di Scienze Sociali, 126(2), 123–152. https://www.jstor.org/stable/26538304 Mastorakis, N. & Yazdi, S. & Tahmasebi, Z. (2014). Public Healthcare Expenditure and Environmental quality in Iran. Recent Advances in Applied Economics. 126-134. Mirza, F. M., & Kanwal, A. (2017). Energy consumption, carbon emissions and economic growth in Pakistan: Dynamic Causality Analysis. Renewable and Sustainable Energy Reviews, 72, 1233–1240. https://doi.org/10.1016/j.rser.2016.10.081 Newhouse, J. P. (1977). Medical-care expenditure: A cross-national survey. The Journal of Human Resources, 12(1), 115. https://doi.org/10.2307/145602 Nurudeen, A., Usman, A. (2010). Government expenditure and economic growth in Nigeria, 1970–2008: A disaggregated analysis. Business and Economics Journal, 4, 1–11. Olale, E., Ochuodho, T. O., Lantz, V., & El Armali, J. (2018). The environmental kuznets curve model for greenhouse gas emissions in Canada. Journal of Cleaner Production, 184, 859–868. https://doi.org/10.1016/j.jclepro.2018.02.178 Omojolaibi, J. (2009). Environmental quality and economic growth in some selected West African countries: a panel data assessment of the environmental Kuznets curve. https://www.researchgate.net/publication/266459886_ENVIRONMENTAL_QUALITY_AND_ECONOMIC_GROWTH_IN_SOME_SELECTED_WEST_AFRICAN_COUNTRIES_A_PANEL_DATA_ASSESSMENT_OF_THE_ENVIRONMENTAL_KUZNETS_CURVE Rizvi, S. A. (2019). Health Expenditures, institutional quality and economic growth. Empirical Economic Review, 2(1), 63–82. https://doi.org/10.29145/eer/21/020103 Romer, P. M. (1986). Increasing returns and long-run growth. Journal of Political Economy, 94(5), 1002–1037. https://doi.org/10.1086/261420 Salahuddin, M., & Gow, J. (2014). Economic growth, energy consumption and CO2 emissions in Gulf Cooperation Council countries. Energy, 73, 44–58. https://doi.org/10.1016/j.energy.2014.05.054 Schwarz, G. (1978). Estimating the dimension of a model. The Annals of Statistics, 6(2). https://doi.org/10.1214/aos/1176344136 Selden, T. M., & Song, D. (1994). Environmental quality and development: Is there a Kuznets curve for air pollution emissions? Journal of Environmental Economics and Management, 27(2), 147–162. https://doi.org/10.1006/jeem.1994.1031 Sen, H., & Kaya, A., & Alpaslan, B. (2015). Education, Health, and Economic Growth Nexus: A Bootstrap Panel Granger Causality Analysis for Developing Countries. Economics Discussion Paper Series 1502, Economics, The University of Manchester. Shafik, N. (1992, January 1). Economic Growth and Environmental Quality. DSpace: Economic growth and environmental quality. http://thuvien.ceid.gov.vn/handle/CEID/38986 Solow, R. M. (1956). A contribution to the theory of economic growth. The Quarterly Journal of Economics, 70(1), 65. https://doi.org/10.2307/1884513 Somé, J., Pasali, S., & Kaboine, M. (2019). Exploring the impact of healthcare on economic growth in Africa. Applied Economics and Finance, 6(3), 45. https://doi.org/10.11114/aef.v6i3.4110 Soytas, U., Sari, R., & Ewing, B. T. (2007). Energy consumption, income, and carbon emissions in the United States. Ecological Economics, 62(3–4), 482–489. https://doi.org/10.1016/j.ecolecon.2006.07.009 Tamazian, A., Chousa, J. P., & Vadlamannati, K. C. (2009). Does Higher Economic and financial development lead to environmental degradation: Evidence from BRIC countries. Energy Policy, 37(1), 246–253. https://doi.org/10.1016/j.enpol.2008.08.025 Toda, H. Y., & Yamamoto, T. (1995). Statistical inference in vector autoregressions with possibly integrated processes. Journal of Econometrics, 66(1–2), 225–250. https://doi.org/10.1016/0304-4076(94)01616-8 Wang, Z., Asghar, M. M., Zaidi, S. A., & Wang, B. (2019). Dynamic linkages among CO2 emissions, health expenditures, and economic growth: Empirical evidence from Pakistan. Environmental Science and Pollution Research, 26(15), 15285–15299. https://doi.org/10.1007/s11356-019-04876-x Weber, R., & Singh, R.J. (1997). The Composition of Public Expenditure and Economic Growth: Can Anything Be Learned from Swiss Data? Swiss Journal of Economics and Statistics, 133 (3), 617-634 Yahaya, A., Nor, N. M., Habibullah, M. S., Ghani, J. Abd., & Noor, Z. M. (2016). How relevant is environmental quality to per capita health expenditures? empirical evidence from panel of developing countries. SpringerPlus, 5(1). https://doi.org/10.1186/s40064-016-2505-x Yang, X. (2019). Health Expenditure, human capital, and economic growth: An empirical study of developing countries. International Journal of Health Economics and Management, 20(2), 163–176. https://doi.org/10.1007/s10754-019-09275-w Yu, Y., & Qayyum, M. (2022). Dynamics between carbon emission, imported cultural goods, human capital, income, and energy consumption: Renewed evidence from panel VAR approach. Environmental Science and Pollution Research, 29(38), 58360–58377. https://doi.org/10.1007/s11356-022-19862-z Zhang, X.-P., & Cheng, X.-M. (2009). Energy consumption, carbon emissions, and economic growth in China. Ecological Economics, 68(10), 2706–2712. https://doi.org/10.1016/j.ecolecon.2009.05.011 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/122759 |
Available Versions of this Item
-
The nexus between economic growth, healthcare expenditure, and CO2 emissions in Asia-Pacific countries: Evidence from a PVAR approach. (deposited 20 Mar 2024 07:43)
- The nexus between economic growth, healthcare expenditure, and CO2 emissions in Asia-Pacific countries: Evidence from a PVAR-GMM approach. (deposited 25 Nov 2024 14:59) [Currently Displayed]