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The Effect of Human Capital on CO2 Emissions: Macro Evidence from China

Author

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  • Yao Yao
  • Lin Zhang
  • Ruhul Salim
  • Shuddhasattwa Rafiq

Abstract

We study the effect of human capital on CO2 emissions using the Chinese provincial panel over the period 1997-2016. Allowing for cross-sectional dependence and structural breaks, we find a negative association between human capital and CO2 emissions in the long run and attribute it to the influences from younger workers and workers with advanced human capital. In particular, our results suggest that a one-year increase in average schooling reduces CO2 emissions by 12 per cent. Using disaggregated emission dataset by energy sources and end emitters, we demonstrate this negative association is likely to manifest through technology effect and the improvement in energy efficiency. These manifestations are limited to production sector. Our finding suggests a promising avenue for abating greenhouse gases without impeding economic growth.

Suggested Citation

  • Yao Yao & Lin Zhang & Ruhul Salim & Shuddhasattwa Rafiq, 2021. "The Effect of Human Capital on CO2 Emissions: Macro Evidence from China," The Energy Journal, , vol. 42(6), pages 91-120, November.
  • Handle: RePEc:sae:enejou:v:42:y:2021:i:6:p:91-120
    DOI: 10.5547/01956574.42.6.yyao
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    References listed on IDEAS

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    1. Barry Naughton, 2007. "The Chinese Economy: Transitions and Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262640643, April.
    2. Huang, Jianhuan & Chen, Xudong & Huang, Bihong & Yang, Xiaoguang, 2017. "Economic and environmental impacts of foreign direct investment in China: A spatial spillover analysis," China Economic Review, Elsevier, vol. 45(C), pages 289-309.
    3. Yao, Yao & Chen, George S. & Salim, Ruhul & Yu, Xiaojun, 2018. "Schooling returns for migrant workers in China: Estimations from the perspective of the institutional environment in a rural setting," China Economic Review, Elsevier, vol. 51(C), pages 240-256.
    4. Zhang, Junsen & Liu, Pak-Wai & Yung, Linda, 2007. "The Cultural Revolution and returns to schooling in China: Estimates based on twins," Journal of Development Economics, Elsevier, vol. 84(2), pages 631-639, November.
    5. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    6. Liddle, Brantley, 2015. "What Are the Carbon Emissions Elasticities for Income and Population? Bridging STIRPAT and EKC via robust heterogeneous panel estimates," MPRA Paper 61304, University Library of Munich, Germany.
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    Cited by:

    1. Jin, Wei & Shi, Xunpeng & Zhang, Lin, 2021. "Energy transition without dirty capital stranding," Energy Economics, Elsevier, vol. 102(C).
    2. Pata, Ugur Korkut & Ertugrul, Hasan Murat, 2023. "Do the Kyoto Protocol, geopolitical risks, human capital and natural resources affect the sustainability limit? A new environmental approach based on the LCC hypothesis," Resources Policy, Elsevier, vol. 81(C).
    3. Aimin Li & Qiang Hu, 2024. "The Carbon Emission Reduction Effects of the Quality and Quantity of R&D Activities: Evidence from Chinese Provinces," Sustainability, MDPI, vol. 16(10), pages 1-19, May.
    4. Gaganis, Chrysovalantis & Galariotis, Emilios & Pasiouras, Fotios & Tasiou, Menelaos, 2023. "Managerial ability and corporate greenhouse gas emissions," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 438-453.
    5. Awaworyi Churchill, Sefa & Inekwe, John & Ivanovski, Kris & Smyth, Russell, 2023. "Human capital and energy consumption: Six centuries of evidence from the United Kingdom," Energy Economics, Elsevier, vol. 117(C).

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    More about this item

    Keywords

    Human capital; CO2 emissions; Climate change; China; Panel model;
    All these keywords.

    JEL classification:

    • F0 - International Economics - - General

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