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CO2 emissions and sustainable economic development: New evidence on the role of human capital

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  • Muhammad Khan

Abstract

The empirical literature testing the Environmental Kuznets Curve hypothesis reports mixed results on the existence of this relationship. This study argues that the effects of economic development on CO2 emissions are contingent upon the level of human capital. In the beginning, when human capital starts increasing from its low levels, more education accelerates the use of non‐renewable resources and increases pollution emissions. However, when certain threshold levels of schooling are traversed, further enrollments reduce CO2 emissions by promoting environmental awareness and facilitating the use of environment friendly technologies. To test these competing possibilities, we rely upon an innovative threshold technique where income–pollution relationship is piecewise linear with human capital serving as regime switching trigger. Our empirical findings using a large sample of 122 economies over the period 1980 to 2014 support the contingency effects of human capital in the income–environment relationship. These results are also supported by our findings from cross‐sectional regressions in the presence of multiplicative interaction term of income and human capital. Based on these results we argue that an increase in education is necessary for reducing the environmental degradation and ensuring the sustainability of economic development.

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  • Muhammad Khan, 2020. "CO2 emissions and sustainable economic development: New evidence on the role of human capital," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1279-1288, September.
  • Handle: RePEc:wly:sustdv:v:28:y:2020:i:5:p:1279-1288
    DOI: 10.1002/sd.2083
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    1. Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "Environmental degradation and inclusive human development in sub‐Saharan Africa," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(1), pages 25-34, January.
    2. Simplice A. Asongu & Jacinta C. Nwachukwu & Chris Pyke, 2019. "The Comparative Economics of ICT, Environmental Degradation and Inclusive Human Development in Sub-Saharan Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(3), pages 1271-1297, June.
    3. Muhammad Shahbaz & Smile Dube & Ilhan Ozturk & Abdul Jalil, 2015. "Testing the Environmental Kuznets Curve Hypothesis in Portugal," International Journal of Energy Economics and Policy, Econjournals, vol. 5(2), pages 475-481.
    4. 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.
    5. Gangadharan, Lata & Valenzuela, Ma. Rebecca, 2001. "Interrelationships between income, health and the environment: extending the Environmental Kuznets Curve hypothesis," Ecological Economics, Elsevier, vol. 36(3), pages 513-531, March.
    6. Cole, Matthew A. & Elliott, Robert J.R. & Shimamoto, Kenichi, 2005. "Industrial characteristics, environmental regulations and air pollution: an analysis of the UK manufacturing sector," Journal of Environmental Economics and Management, Elsevier, vol. 50(1), pages 121-143, July.
    7. Zhang, Chuanguo & Zhao, Wei, 2014. "Panel estimation for income inequality and CO2 emissions: A regional analysis in China," Applied Energy, Elsevier, vol. 136(C), pages 382-392.
    8. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    9. El Khoury, Antoine C. & Savvides, Andreas, 2006. "Openness in services trade and economic growth," Economics Letters, Elsevier, vol. 92(2), pages 277-283, August.
    10. 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.
    11. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    12. Acheampong, Alex O., 2019. "Modelling for insight: Does financial development improve environmental quality?," Energy Economics, Elsevier, vol. 83(C), pages 156-179.
    13. Antle, John M & Heidebrink, Gregg, 1995. "Environment and Development: Theory and International Evidence," Economic Development and Cultural Change, University of Chicago Press, vol. 43(3), pages 603-625, April.
    14. Robert J. Hill & Elisabetta Magnani, 2002. "An Exploration of the Conceptual and Empirical Basis of the Environmental Kuznets Curve," Australian Economic Papers, Wiley Blackwell, vol. 41(2), pages 239-254, June.
    15. Abdul Bashir & K. M. Husni Thamrin & Muhammad Farhan & Mukhlis Mukhlis & Dirta Pratama Atiyatna, 2019. "The Causality between Human Capital, Energy Consumption, CO2 Emissions, and Economic Growth: Empirical Evidence from Indonesia," International Journal of Energy Economics and Policy, Econjournals, vol. 9(2), pages 98-104.
    16. Torras, Mariano & Boyce, James K., 1998. "Income, inequality, and pollution: a reassessment of the environmental Kuznets Curve," Ecological Economics, Elsevier, vol. 25(2), pages 147-160, May.
    17. Lau, Lin-Sea & Choong, Chee-Keong & Eng, Yoke-Kee, 2014. "Investigation of the environmental Kuznets curve for carbon emissions in Malaysia: Do foreign direct investment and trade matter?," Energy Policy, Elsevier, vol. 68(C), pages 490-497.
    18. Law, Siong Hook & Azman-Saini, W.N.W. & Ibrahim, Mansor H., 2013. "Institutional quality thresholds and the finance – Growth nexus," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5373-5381.
    19. Jafari, Yaghoob & Othman, Jamal & Nor, Abu Hassan Shaari Mohd, 2012. "Energy consumption, economic growth and environmental pollutants in Indonesia," Journal of Policy Modeling, Elsevier, vol. 34(6), pages 879-889.
    20. Pablo-Romero, M.P. & Cruz, L. & Barata, E., 2017. "Testing the transport energy-environmental Kuznets curve hypothesis in the EU27 countries," Energy Economics, Elsevier, vol. 62(C), pages 257-269.
    21. Cemal Atici, 2009. "Carbon emissions in Central and Eastern Europe: environmental Kuznets curve and implications for sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 17(3), pages 155-160.
    22. Jing Lan & Makoto Kakinaka & Xianguo Huang, 2012. "Foreign Direct Investment, Human Capital and Environmental Pollution in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 51(2), pages 255-275, February.
    23. Stern, David I. & Common, Michael S. & Barbier, Edward B., 1996. "Economic growth and environmental degradation: The environmental Kuznets curve and sustainable development," World Development, Elsevier, vol. 24(7), pages 1151-1160, July.
    24. Hollis Chenery† & T.N. Srinivasan (ed.), 1988. "Handbook of Development Economics," Handbook of Development Economics, Elsevier, edition 1, volume 1, number 1.
    25. Balaguer, Jacint & Cantavella, Manuel, 2018. "The role of education in the Environmental Kuznets Curve. Evidence from Australian data," Energy Economics, Elsevier, vol. 70(C), pages 289-296.
    26. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    27. Sapkota, Pratikshya & Bastola, Umesh, 2017. "Foreign direct investment, income, and environmental pollution in developing countries: Panel data analysis of Latin America," Energy Economics, Elsevier, vol. 64(C), pages 206-212.
    28. Azman-Saini, W.N.W. & Law, Siong Hook & Ahmad, Abd Halim, 2010. "FDI and economic growth: New evidence on the role of financial markets," Economics Letters, Elsevier, vol. 107(2), pages 211-213, May.
    29. Abid Rashid Gill & Kuperan K. Viswanathan & Sallahuddin Hassan, 2018. "A test of environmental Kuznets curve (EKC) for carbon emission and potential of renewable energy to reduce green house gases (GHG) in Malaysia," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(3), pages 1103-1114, June.
    30. Bingjie Xu & Ruoyu Zhong & Gal Hochman & Kangyin Dong, 2019. "The environmental consequences of fossil fuels in China: National and regional perspectives," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(5), pages 826-837, September.
    31. Sinha, Avik & Bhattacharya, Joysankar, 2017. "Estimation of environmental Kuznets curve for SO2 emission: A case of Indian cities," MPRA Paper 100009, University Library of Munich, Germany.
    32. Unknown, 2016. "Energy for Sustainable Development," Conference Proceedings 253270, Guru Arjan Dev Institute of Development Studies (IDSAsr).
    33. Zhang, Chuanguo & Lin, Yan, 2012. "Panel estimation for urbanization, energy consumption and CO2 emissions: A regional analysis in China," Energy Policy, Elsevier, vol. 49(C), pages 488-498.
    34. Dogan, Eyup & Seker, Fahri, 2016. "The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1074-1085.
    35. Xu, Tao, 2018. "Investigating Environmental Kuznets Curve in China–Aggregation bias and policy implications," Energy Policy, Elsevier, vol. 114(C), pages 315-322.
    36. Adebola Solarin, Sakiru & Al-Mulali, Usama & Ozturk, Ilhan, 2017. "Validating the environmental Kuznets curve hypothesis in India and China: The role of hydroelectricity consumption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1578-1587.
    37. Bose, Niloy & Capasso, Salvatore & Murshid, Antu Panini, 2008. "Threshold Effects of Corruption: Theory and Evidence," World Development, Elsevier, vol. 36(7), pages 1173-1191, July.
    38. 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.
    39. Xiaolan Fu, 2008. "Foreign Direct Investment, Absorptive Capacity and Regional Innovation Capabilities: Evidence from China," Oxford Development Studies, Taylor & Francis Journals, vol. 36(1), pages 89-110.
    40. Shahbaz, Muhammad, 2013. "Does financial instability increase environmental degradation? Fresh evidence from Pakistan," Economic Modelling, Elsevier, vol. 33(C), pages 537-544.
    41. Schultz, T. Paul, 1988. "Education investments and returns," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 1, chapter 13, pages 543-630, Elsevier.
    42. Kuheli Dutt, 2009. "Governance, institutions and the environment-income relationship: a cross-country study," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 11(4), pages 705-723, August.
    43. Baek, Jungho & Kim, Hyun Seok, 2011. "Trade Liberalization, Economic Growth, Energy Consumption and the Environment: Time Series Evidence from G-20 Economies," East Asian Economic Review, Korea Institute for International Economic Policy, vol. 15(1), pages 3-32, March.
    44. Michael Henry & Richard Kneller & Chris Milner & Sourafel Girma, 2012. "Do Natural Barriers Affect the Relationship Between Trade Openness and Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(1), pages 1-19, February.
    45. Temple, Jonathan R. W., 2001. "Generalizations that aren't? Evidence on education and growth," European Economic Review, Elsevier, vol. 45(4-6), pages 905-918, May.
    46. Apergis, Nicholas, 2016. "Environmental Kuznets curves: New evidence on both panel and country-level CO2 emissions," Energy Economics, Elsevier, vol. 54(C), pages 263-271.
    47. Wu, Jyun-Yi & Hsu, Chih-Chiang, 2012. "Foreign direct investment and income inequality: Does the relationship vary with absorptive capacity?," Economic Modelling, Elsevier, vol. 29(6), pages 2183-2189.
    48. Ravallion, Martin & Heil, Mark & Jalan, Jyotsna, 2000. "Carbon Emissions and Income Inequality," Oxford Economic Papers, Oxford University Press, vol. 52(4), pages 651-669, October.
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