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The dynamic impacts of financial development and human capital on CO2 emission intensity in China: an ARDL approach

    Peng Li Affiliation
    ; Yaofu Ouyang Affiliation

Abstract

This paper studies the dynamic impacts of financial development, human capital, and economic growth on CO2 emission intensity in China for the period 1978–2015, with a structural breakpoint in 1992, by employing an autoregressive distributed lag (ARDL) approach. The estimations show that there exists a long-run cointegration linkage among the variables, with three main findings. First, financial openness measured by net FDI inflows can significantly reduce CO2 emission intensity in both the short-term and the long-term, whereas the effects of both financial scale and financial efficiency are limited and insignificant. Second, there exists an inverted N-shaped relationship between human capital and CO2 emission intensity: improving human capital first decreases CO2 emission intensity (before 1992), then increases it in the short-run (after 1992), and, finally, lessens it in the long-run. Last, raising per capita income can also significantly lower CO2 emission intensity in the long-run. Accordingly, some policy implications are also discussed.

Keyword : CO2 emission intensity, financial development, human capital, economic growth, ARDL, China

How to Cite
Li, P., & Ouyang, Y. (2019). The dynamic impacts of financial development and human capital on CO2 emission intensity in China: an ARDL approach. Journal of Business Economics and Management, 20(5), 939-957. https://doi.org/10.3846/jbem.2019.10509
Published in Issue
Aug 6, 2019
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This work is licensed under a Creative Commons Attribution 4.0 International License.

References

Acharyya, J. (2009). FDI, growth and the environment: Evidence from India on CO2 emission during the last two decades. Journal of Economic Development, 34(1), 43-58. Retrieved from www.jed.or.kr/full-text/34-1/3.pdf

Ang, B. W., & Su, B. (2016). Carbon emission intensity in electricity production: A global analysis. Energy Policy, 94, 56-63. https://doi.org/10.1016/j.enpol.2016.03.038

Ang, J. B. (2010). Research, technological change and financial liberalization in South Korea. Journal of Macroeconomics, 32(1), 457-468. https://doi.org/10.1016/j.jmacro.2009.06.002

Ayyagari, M., Demirgüç-Kunt, A., & Maksimovic, V. (2010). Formal versus informal finance: Evidence from China. The Review of Financial Studies, 23(8), 3048-3097. https://doi.org/10.1093/rfs/hhq030

Belke, A., Dobnik, F., & Dreger, C. (2011). Energy consumption and economic growth: New insights into the cointegration relationship. Energy Economics, 33(5), 782-789. https://doi.org/10.1016/j.eneco.2011.02.005

Boyreaudebray, G. (2003). Financial intermediation and growth: Chinese style. The World Bank, Policy Research Working Paper Series, 3027. Retrieved from https://ssrn.com/abstract=636389

Chen, S. (2011). The abatement of carbon dioxide intensity in China: factors decomposition and policy implications. The World Economy, 34(7), 1148-1167. https://doi.org/10.1111/j.1467-9701.2011.01370.x

Claessens, S., & Feijen, E. (2007). Financial sector development and the millennium development goals: World Bank Publications. https://doi.org/10.1596/978-0-8213-6864-0

Cohen, D., & Soto, M. (2007). Growth and human capital: good data, good results. Journal of Economic Growth, 12(1), 51-76. https://doi.org/10.1007/s10887-007-9011-5

Cole, M. A., Elliott, R. J. R., Okubo, T., & Zhou, Y. (2013). The carbon dioxide emissions of firms: A spatial analysis. Journal of Environmental Economics and Management, 65(2), 290-309. https://doi.org/10.1016/j.jeem.2012.07.002

Doytch, N., & Narayan, S. (2016). Does FDI influence renewable energy consumption? An analysis of sectoral FDI impact on renewable and non-renewable industrial energy consumption. Energy Economics, 54, 291-301. https://doi.org/10.1016/j.eneco.2015.12.010

Ebohon, O. J., & Ikeme, A. J. (2006). Decomposition analysis of CO2 emission intensity between oil-producing and non-oil-producing sub-Saharan African countries. Energy Policy, 34(18), 3599-3611. https://doi.org/10.1016/j.enpol.2004.10.012

Fang, Z., & Chang, Y. (2016). Energy, human capital and economic growth in Asia Pacific countries – Evidence from a panel cointegration and causality analysis. Energy Economics, 56, 177-184. https://doi.org/10.1016/j.eneco.2016.03.020

Forslid, R., Okubo Karen, T., & Ulltveit-Moe, K. H. (2014). Why are firms that export cleaner? International trade and CO2 emissions. Mimeo, the revised version of CEPR Discussion Paper No. 8583. Retrieved from https://ssrn.com/abstract=2458293

Frankel, J. A., & Romer, D. H. (1999). Does trade cause growth? American Economic Review, 89(3), 379-399. https://doi.org/10.1257/aer.89.3.379

Goetz, S. J., Debertin, D. L., & Pagoulatos, A. (1998). Human capital, income, and environmental quality: a state-level analysis. Agricultural and Resource Economics Review, 27(2), 200-208. https://doi.org/10.1017/S1068280500006511

Goldsmith, R. W. (1969). Financial structure and development. New Haven: Yale University Press. Greening, L. A., Ting, M., & Davis, W. B. (1999). Decomposition of aggregate carbon intensity for freight: trends from 10 OECD countries for the period 1971–1993. Energy Economics, 21(4), 331-361. https://doi.org/10.1016/S0140-9883(99)00010-9

Guariglia, A., & Poncet, S. (2008). Could financial distortions be no impediment to economic growth after all? Evidence from China. Journal of Comparative Economics, 36(4), 633-657. https://doi.org/10.1016/j.jce.2007.12.003

Halicioglu, F. (2009). An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey. Energy Policy, 37(3), 1156-1164. https://doi.org/10.1016/j.enpol.2008.11.012

Hasan, I., Wachtel, P., & Zhou, M. (2009). Institutional development, financial deepening and economic growth: Evidence from China. Journal of Banking & Finance, 33(1), 157-170. https://doi.org/10.1016/j.jbankfin.2007.11.016

Huang, B.-N., Hwang, M. J., & Yang, C. W. (2008). Causal relationship between energy consumption and GDP growth revisited: A dynamic panel data approach. Ecological Economics, 67(1), 41-54. https://doi.org/10.1016/j.ecolecon.2007.11.006

Husain, H. (2016). Determinants of environmental degradation and empirical investigation of Kuznets curve: A comparative study of India and Bangladesh. Asian Journal of Empirical Research, 6(5), 131-141.

IEA (2016). CO2 Emissions from Fuel Combustion, OECD Publishing, Paris. https://doi.org/10.1787/co2_fuel-2016-en

Islam, F., Shahbaz, M., Ahmed, A. U., & Alam, M. M. (2013). Financial development and energy consumption nexus in Malaysia: A multivariate time series analysis. Economic Modelling, 30, 435-441. https://doi.org/10.1016/j.econmod.2012.09.033

Jalil, A., & Feridun, M. (2011). The impact of growth, energy and financial development on the environment in China: A cointegration analysis. Energy Economics, 33(2), 284-291. https://doi.org/10.1016/j.eneco.2010.10.003

Kasman, A., & Duman, Y. S. (2015). CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis. Economic Modelling, 44, 97-103. https://doi.org/10.1016/j.econmod.2014.10.022

Katircioglu, S. (2017). Investigating the role of oil prices in the conventional EKC model: evidence from Turkey. Asian Economic and Financial Review, 7(5), 498. https://doi.org/10.18488/journal.aefr/2017.7.5/102.5.498.508

Kim, N. T., & Le, M. B. (2018). CO2 emissions and economic growth in Vietnam: An ARDL bound testing approach. Asian Journal of Economic Modelling, 6(1), 47-55. https://doi.org/10.18488/journal.8.2018.61.47.55

Lan, J., Kakinaka, M., & Huang, X. (2012). Foreign direct investment, human capital and environmental pollution in China. Environmental and Resource Economics, 51(2), 255-275. https://doi.org/10.1007/s10640-011-9498-2

Lapinskiene, G., Peleckis, K., & Nedelko, Z. (2017). Testing environmental Kuznets curve hypothesis: the role of enterprise’s sustainability and other factors on GHG in European countries. Journal of Business Economics and Management, 18(1), 54-67. https://doi.org/10.3846/16111699.2016.1249401

Lapinskiene, G., Peleckis, K., & Slavinskaite, N. (2017). Energy consumption, economic growth and greenhouse gas emissions in the European Union countries. Journal of Business Economics and Management, 18(6), 1082-1097. https://doi.org/10.3846/16111699.2017.1393457

Leitão, N. C. (2013). The environmental Kuznets curve and globalization: the empirical evidence for Portugal, Spain, Greece and Ireland. Energy Economics Letters, 1(1), 15-23. Retrieved from http://www.aessweb.com/journals/September2013/5049/1930

Liu, N., Ma, Z., & Kang, J. (2015). Changes in carbon intensity in China’s industrial sector: Decomposition and attribution analysis. Energy Policy, 87, 28-38. https://doi.org/10.1016/j.enpol.2015.08.035

Mose, N. G. (2017). Renewable energy and nonrenewable energy consumption, Co2 emissions and economic expansion nexus: further evidence from Kenya. Energy Economics Letters, 4(4), 36-48. https://doi.org/10.18488/journal.82.2017.44.36.48

Nag, B., & Parikh, J. (2000). Indicators of carbon emission intensity from commercial energy use in India. Energy Economics, 22(4), 441-461. https://doi.org/10.1016/S0140-9883(99)00032-8

Omri, A. (2013). CO2 emissions, energy consumption and economic growth nexus in MENA countries: Evidence from simultaneous equations models. Energy Economics, 40, 657-664. https://doi.org/10.1016/j.eneco.2013.09.003

Ouyang, Y., & Li, P. (2018). On the nexus of financial development, economic growth, and energy consumption in China: New perspective from a GMM panel VAR approach. Energy Economics, 71, 238-252. https://doi.org/10.1016/j.eneco.2018.02.015

Pablo-Romero, M. D. P., & Sánchez-Braza, A. (2015). Productive energy use and economic growth: Energy, physical and human capital relationships. Energy Economics, 49, 420-429. https://doi.org/10.1016/j.eneco.2015.03.010

Pesaran, M. H., & Shin, Y. (1998). An autoregressive distributed-lag modelling approach to cointegration analysis. Econometric Society Monographs, 31, 371-413. https://doi.org/10.1017/CCOL521633230.011

Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289-326. https://doi.org/10.1002/jae.616

Pfeiffer, B., & Mulder, P. (2013). Explaining the diffusion of renewable energy technology in developing countries. Energy Economics, 40, 285-296. https://doi.org/10.1016/j.eneco.2013.07.005

Richter, P. M., & Schiersch, A. (2017). CO2 emission intensity and exporting: Evidence from firm-level data. European Economic Review, 98, 373-391. https://doi.org/10.1016/j.euroecorev.2017.07.01

Sadorsky, P. (2010). The impact of financial development on energy consumption in emerging economies. Energy Policy, 38(5), 2528-2535. https://doi.org/10.1016/j.enpol.2009.12.048

Salim, R., Yao, Y., & Chen, G. S. (2017). Does human capital matter for energy consumption in China? Energy Economics, 67, 49-59. https://doi.org/10.1016/j.eneco.2017.05.016

Shahbaz, M., Hye, Q. M. A., Tiwari, A. K., & Leitão, N. C. (2013). Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia. Renewable and Sustainable Energy Reviews, 25, 109-121. https://doi.org/10.1016/j.rser.2013.04.009

Shahbaz, M., Solarin, S. A., Mahmood, H., & Arouri, M. (2013). Does financial development reduce CO2 emissions in Malaysian economy? A time series analysis. Economic Modelling, 35, 145-152. https://doi.org/10.1016/j.econmod.2013.06.037

Stern, N. (2015). Economic development, climate and values: making policy. Proceedings Biological Sciences, 282(1812), 20150820. https://doi.org/10.1098/rspb.2015.0820

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

Tamazian, A., & Rao, B. B. (2010). Do economic, financial and institutional developments matter for environmental degradation? Evidence from transitional economies. Energy Economics, 32(1), 137-145. https://doi.org/10.1016/j.eneco.2009.04.004

Tan, Z., Li, L., Wang, J., & Wang, J. (2011). Examining the driving forces for improving China’s CO2 emission intensity using the decomposing method. Applied Energy, 88(12), 4496-4504. https://doi.org/10.1016/j.apenergy.2011.05.042

Tian, Y., Chen, W., & Zhu, S. (2017). Does financial macroenvironment impact on carbon intensity: evidence from ARDL-ECM model in China. Natural Hazards, 88(2), 759-777. https://doi.org/10.1007/s11069-017-2925-0

Voigt, S., Cian, E. D., Schymura, M., & Verdolini, E. (2014). Energy intensity developments in 40 major economies: Structural change or technology improvement? Energy Economics, 41, 47-62. https://doi.org/10.1016/j.eneco.2013.10.015

Wang, H., Ang, B. W., & Su, B. (2017). A multi-region structural decomposition analysis of global CO2 emission intensity. Ecological Economics, 142, 163-176. https://doi.org/10.1016/j.ecolecon.2017.06.023

Wang, Z., & Sun, G. (2003). An empirical analysis of the relationship between financial scale, structure, efficiency and economic growth in China. Management World, 7, 13-20. Retrieved from http://www.cnki.com.cn/Article/CJFDTotal-GLSJ200307002.htm

Xia, Y., Fan, Y., & Yang, C. (2015). Assessing the impact of foreign content in China’s exports on the carbon outsourcing hypothesis. Applied Energy, 150, 296-307. https://doi.org/10.1016/j.apenergy.2015.04.028

Xu, X. Y., & Ang, B. W. (2013). Index decomposition analysis applied to CO2 emission studies. Ecological Economics, 93, 313-329. https://doi.org/10.1016/j.ecolecon.2013.06.007

Zarsky, L. (1999). Havens, halos, and spaghetti: untangling the evidence about foreign direct investment and the environment. Foreign Direct Investment and the Environment, 13(8), 47-74.

Zhang, W., Li, K., Zhou, D., Zhang, W., & Gao, H. (2016). Decomposition of intensity of energy-related CO2 emission in Chinese provinces using the LMDI method. Energy Policy, 92, 369-381. https://doi.org/10.1016/j.enpol.2016.02.026

Zhang, Y.-G. (2009). Structural decomposition analysis of sources of decarbonizing economic development in China; 1992–2006. Ecological Economics, 68(8), 2399-2405. https://doi.org/10.1016/j.ecolecon.2009.03.014

Zhang, Y.-J. (2011). The impact of financial development on carbon emissions: An empirical analysis in China. Energy Policy, 39(4), 2197-2203. https://doi.org/10.1016/j.enpol.2011.02.026

Zhang, Y.-J., Liu, Z., Zhang, H., & Tan, T.-D. (2014). The impact of economic growth, industrial structure, and urbanization on carbon emission intensity in China. Natural Hazards, 73(2), 579-595. https://doi.org/10.1007/s11069-014-1091-x

Zhou, H., & Zhong, Y. (2004). China’s financial intermediation development and regional economic growth: a multivariate VAR system analysis. Journal of Financial Research, 6, 130-137. Retrieved from https://www.researchgate.net/publication/281335707_China’s_financial_intermediation_de-velopment_and_regional_economic_growth_A_multivariate_VAR_system_analysis

Zomorrodi, A., & Zhou, X. (2016). Role of EKC and PHH in determining environment quality and their relation to economic growth of a country. Asian Journal of Economics and Empirical Research, 3(2), 139-144. https://doi.org/10.20448/journal.501/2016.3.2/501.2.139.144