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Global Shocks of Education, Health, and Environmental Footprint on National Development in the Twenty-First Century: A Threshold Structural VAR Analysis

Author

Listed:
  • Babar Nawaz Abbasi

    (Zhengzhou University)

  • Zhimin Luo

    (Zhengzhou University)

  • Ali Sohail

    (Xi’an Jiaotong University)

  • Liu Yang

    (Zhengzhou University)

  • Liang Huimin

    (Zhengzhou University)

  • Chen Rongrong

    (Zhengzhou University)

Abstract

This paper provides an insight on whether the global shock of education budget, health budget, and environmental footprint are supporting national development in the twenty-first century as world aggregate data analysis from 2000 to 2019 using the Threshold Structural Vector Autoregressive (ThSVAR) model. The findings revealed that global shocks of the education budget and health budget are partially causing economic growth, but the environmental footprint is partially decreasing it; global shocks of the education budget are substantially raising the human development index while health is partially raising it; global shocks of the education budget and health budget are partially reducing the rate of unemployment, but the environmental footprint is raising it. Furthermore, the levels to which education and health budgets are cost-effective for national development are 4.246523% of GDP and US$e6.768500 of health budget per capita for economic growth, 4.302660% of GDP and US$e6.901392 of health budget per capita for human development index, and 4.251330% of GDP and US$e6.768500 of health budget per capita for the unemployment rate. Moreover, education and health budgets are negligibly curbing environmental degradation. In addition, the levels to which education and health budgets are cost-effective for curbing environmental degradation are at 4.456587% of GDP and US$e6.901392 of health budget per capita. In line with these findings, a couple of policy recommendations and suggestions for further research were made.

Suggested Citation

  • Babar Nawaz Abbasi & Zhimin Luo & Ali Sohail & Liu Yang & Liang Huimin & Chen Rongrong, 2024. "Global Shocks of Education, Health, and Environmental Footprint on National Development in the Twenty-First Century: A Threshold Structural VAR Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 992-1028, March.
  • Handle: RePEc:spr:jknowl:v:15:y:2024:i:1:d:10.1007_s13132-023-01115-0
    DOI: 10.1007/s13132-023-01115-0
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    as
    1. Christopher P. P. Shafuda & Utpal Kumar De, 2020. "Government expenditure on human capital and growth in Namibia: a time series analysis," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-14, December.
    2. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
    3. Seema Jayachandran, 2022. "How Economic Development Influences the Environment," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 229-252, August.
    4. Enders, Walter & Siklos, Pierre L, 2001. "Cointegration and Threshold Adjustment," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(2), pages 166-176, April.
    5. Yan, Huijie, 2015. "Provincial energy intensity in China: The role of urbanization," Energy Policy, Elsevier, vol. 86(C), pages 635-650.
    6. 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.
    7. Sokbae Lee & Myung Hwan Seo & Youngki Shin, 2017. "Correction," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 112(518), pages 883-883, April.
    8. T. Paul Schultz, 2010. "Health Human Capital and Economic Development," Journal of African Economies, Centre for the Study of African Economies, vol. 19(suppl_3), pages 12-80, November.
    9. Soytas, Ugur & Sari, Ramazan, 2009. "Energy consumption, economic growth, and carbon emissions: Challenges faced by an EU candidate member," Ecological Economics, Elsevier, vol. 68(6), pages 1667-1675, April.
    10. 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.
    11. Alagidede, Paul & Adu, George & Frimpong, Prince Boakye, 2014. "The effect of climate change on economic growth: Evidence from Sub-Saharan Africa," WIDER Working Paper Series 017, World Institute for Development Economic Research (UNU-WIDER).
    12. Agung Suwandaru & Thamer Alghamdi & Nurwanto Nurwanto, 2021. "Empirical Analysis on Public Expenditure for Education and Economic Growth: Evidence from Indonesia," Economies, MDPI, vol. 9(4), pages 1-13, October.
    13. Barro, Robert J & Sala-i-Martin, Xavier, 1997. "Technological Diffusion, Convergence, and Growth," Journal of Economic Growth, Springer, vol. 2(1), pages 1-26, March.
    14. Odhiambo, Nicholas M, 2021. "Health expenditure and economic growth in Sub-Saharan Africa: An empirical investigation," Working Papers 28863, University of South Africa, Department of Economics.
    15. Sarwar, Suleman & Chen, Wei & Waheed, Rida, 2017. "Electricity consumption, oil price and economic growth: Global perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 9-18.
    16. Garett Jones & W. Schneider, 2006. "Intelligence, Human Capital, and Economic Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," Journal of Economic Growth, Springer, vol. 11(1), pages 71-93, March.
    17. Delalibera, Bruno Ricardo & Ferreira, Pedro Cavalcanti, 2019. "Early childhood education and economic growth," Journal of Economic Dynamics and Control, Elsevier, vol. 98(C), pages 82-104.
    18. Haile, Fiseha, 2017. "Global shocks and their impact on the Tanzanian economy," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 11, pages 1-38.
    19. José A. Tapia Granados & Edward L. Ionides, 2017. "Population health and the economy: Mortality and the Great Recession in Europe," Health Economics, John Wiley & Sons, Ltd., vol. 26(12), pages 219-235, December.
    20. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    21. Huijie Yan, 2015. "Provincial energy intensity in China: The role of urbanization," Post-Print hal-01457329, HAL.
    22. Eric A. Hanushek, 2016. "Will more higher education improve economic growth?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 32(4), pages 538-552.
    23. 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.
    24. Matthew Cole & Eric Neumayer, 2006. "The impact of poor health on total factor productivity," Journal of Development Studies, Taylor & Francis Journals, vol. 42(6), pages 918-938.
    25. Martine Audibert, 2010. "Endemic Diseases and Agricultural Productivity: Challenges and Policy Response-super- †," Journal of African Economies, Centre for the Study of African Economies, vol. 19(suppl_3), pages 110-165, November.
    26. Elizabeth N. Appiah, 2017. "The Effect of Education Expenditure on Per Capita GDP in Developing Countries," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 9(10), pages 136-144, October.
    27. Naeem Akram, 2012. "Is climate change hindering economic growth of Asian economies?," Asia-Pacific Development Journal, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP), vol. 19(2), pages 1-18, December.
    28. World Bank, 2004. "World Development Indicators 2004," World Bank Publications - Books, The World Bank Group, number 13890.
    29. Paul Alagidede & George Adu & Prince Boakye Frimpong, 2014. "The Effect of Climate Change on Economic Growth: Evidence from Sub-Saharan Africa," WIDER Working Paper Series wp-2014-017, World Institute for Development Economic Research (UNU-WIDER).
    30. Shahbaz, Muhammad & Sarwar, Suleman & Chen, Wei & Malik, Muhammad Nasir, 2017. "Dynamics of electricity consumption, oil price and economic growth: Global perspective," Energy Policy, Elsevier, vol. 108(C), pages 256-270.
    31. Sarwar, Suleman & Shahzad, Umer & Chang, Dongfeng & Tang, Biyan, 2019. "Economic and non-economic sector reforms in carbon mitigation: Empirical evidence from Chinese provinces," Structural Change and Economic Dynamics, Elsevier, vol. 49(C), pages 146-154.
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    More about this item

    Keywords

    Education budget; Health budget; Environmental footprint; National development;
    All these keywords.

    JEL classification:

    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory
    • H11 - Public Economics - - Structure and Scope of Government - - - Structure and Scope of Government
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development

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