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Carbon emission trading and equity markets in China: How liquidity is impacting carbon returns?

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  • Junchao Zhang
  • Wei Han

Abstract

This paper aims to investigate the impact of liquidity on the return dynamics between the carbon emission trading market and the stock market in China from 2013 to 2021. In the carbon emission trading market, we find that liquidity on any given day can significantly predict the cross-section returns the next day. Furthermore, we examine the spillover effect between the two markets and find the carbon market has a greater impact on the stock market. We also find evidence that stock market liquidity can significantly improve the liquidity of the carbon market. Finally, we observe that the volatility in the stock market not only deteriorates the liquidity of the stock market but also the carbon market, where the impact for the latter is from decreasing trading volume and increasing prices.

Suggested Citation

  • Junchao Zhang & Wei Han, 2022. "Carbon emission trading and equity markets in China: How liquidity is impacting carbon returns?," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 6466-6478, December.
    • Handle: RePEc:taf:reroxx:v:35:y:2022:i:1:p:6466-6478
    DOI: 10.1080/1331677X.2022.2049010
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    1. Nawazish Mirza & Krishna Reddy & Amir Hasnaoui & Peter Yates, 2020. "A Comparative Analysis of the Hedging Effectiveness of Farmgate Milk Prices for New Zealand and United States Dairy Farmers," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 18(1), pages 129-142, March.
    2. Lars Kaiser & Jan Welters, 2019. "Risk-mitigating effect of ESG on momentum portfolios," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 20(5), pages 542-555, October.
    3. Oestreich, A. Marcel & Tsiakas, Ilias, 2015. "Carbon emissions and stock returns: Evidence from the EU Emissions Trading Scheme," Journal of Banking & Finance, Elsevier, vol. 58(C), pages 294-308.
    4. Tarun Chordia & Richard Roll & Avanidhar Subrahmanyam, 2001. "Market Liquidity and Trading Activity," Journal of Finance, American Finance Association, vol. 56(2), pages 501-530, April.
    5. Kingsley Y. L. Fong & Craig W. Holden & Charles A. Trzcinka, 2017. "What Are the Best Liquidity Proxies for Global Research?," Review of Finance, European Finance Association, vol. 21(4), pages 1355-1401.
    6. Muhammad Umar & Xiangfeng Ji & Dervis Kirikkaleli & Muhammad Shahbaz & Xuemei Zhou, 2020. "Environmental cost of natural resources utilization and economic growth: Can China shift some burden through globalization for sustainable development?," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(6), pages 1678-1688, November.
    7. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    8. Kanamura, Takashi, 2016. "Role of carbon swap trading and energy prices in price correlations and volatilities between carbon markets," Energy Economics, Elsevier, vol. 54(C), pages 204-212.
    9. Bahmani-Oskooee, Mohsen & Ghodsi, Seyed Hesam & Hadzic, Muris, 2020. "Asymmetric causality between stock returns and usual hedges: An industry-level analysis," The Journal of Economic Asymmetries, Elsevier, vol. 21(C).
    10. Li, Yan & Liang, Chao & Ma, Feng & Wang, Jiqian, 2020. "The role of the IDEMV in predicting European stock market volatility during the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 36(C).
    11. Gong, Xu & Shi, Rong & Xu, Jun & Lin, Boqiang, 2021. "Analyzing spillover effects between carbon and fossil energy markets from a time-varying perspective," Applied Energy, Elsevier, vol. 285(C).
    12. Yu, Baojun & Li, Changming & Mirza, Nawazish & Umar, Muhammad, 2022. "Forecasting credit ratings of decarbonized firms: Comparative assessment of machine learning models," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    13. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    14. Xu, Yingying, 2021. "Risk spillover from energy market uncertainties to the Chinese carbon market," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
    15. Amihud, Yakov & Mendelson, Haim, 1986. "Asset pricing and the bid-ask spread," Journal of Financial Economics, Elsevier, vol. 17(2), pages 223-249, December.
    16. Wang, Huiqiang & Boatwright, Annie L., 2019. "Political uncertainty and financial market reactions: A new test," International Economics, Elsevier, vol. 160(C), pages 14-30.
    17. Federica Ielasi & Monica Rossolini & Sara Limberti, 2018. "Sustainability-themed mutual funds: an empirical examination of risk and performance," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 19(3), pages 247-261, August.
    18. Zheng, Jiali & Mi, Zhifu & Coffman, D'Maris & Milcheva, Stanimira & Shan, Yuli & Guan, Dabo & Wang, Shouyang, 2019. "Regional development and carbon emissions in China," Energy Economics, Elsevier, vol. 81(C), pages 25-36.
    19. Naqvi, Bushra & Mirza, Nawazish & Rizvi, Syed Kumail Abbas & Porada-Rochoń, Małgorzata & Itani, Rania, 2021. "Is there a green fund premium? Evidence from twenty seven emerging markets," Global Finance Journal, Elsevier, vol. 50(C).
    20. Cong, Ren & Lo, Alex Y., 2017. "Emission trading and carbon market performance in Shenzhen, China," Applied Energy, Elsevier, vol. 193(C), pages 414-425.
    21. Wen, Fenghua & Zhao, Lili & He, Shaoyi & Yang, Guozheng, 2020. "Asymmetric relationship between carbon emission trading market and stock market: Evidences from China," Energy Economics, Elsevier, vol. 91(C).
    22. Jiménez-Rodríguez, Rebeca, 2019. "What happens to the relationship between EU allowances prices and stock market indices in Europe?," Energy Economics, Elsevier, vol. 81(C), pages 13-24.
    23. Liang, Chao & Ma, Feng & Li, Ziyang & Li, Yan, 2020. "Which types of commodity price information are more useful for predicting US stock market volatility?," Economic Modelling, Elsevier, vol. 93(C), pages 642-650.
    24. Chao Liang & Yu Wei & Xiafei Li & Xuhui Zhang & Yifeng Zhang, 2020. "Uncertainty and crude oil market volatility: new evidence," Applied Economics, Taylor & Francis Journals, vol. 52(27), pages 2945-2959, May.
    25. Goldstein, Michael A. & A. Kavajecz, Kenneth, 2000. "Eighths, sixteenths, and market depth: changes in tick size and liquidity provision on the NYSE," Journal of Financial Economics, Elsevier, vol. 56(1), pages 125-149, April.
    26. Rhee, S. Ghon & Wang, Jianxin, 2009. "Foreign institutional ownership and stock market liquidity: Evidence from Indonesia," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1312-1324, July.
    27. Huiqiang Wang & Annie L. Boatwright, 2019. "Political uncertainty and financial market reactions: A new test," International Economics, CEPII research center, issue 160, pages 14-30.
    28. Jiao, Zhilun & Shahid, Muhammad Shehryar & Mirza, Nawazish & Tan, Zhixiong, 2021. "Should the fourth industrial revolution be widespread or confined geographically? A country-level analysis of fintech economies," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    29. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    30. Zheng, Yan & Zhou, Min & Wen, Fenghua, 2021. "Asymmetric effects of oil shocks on carbon allowance price: Evidence from China," Energy Economics, Elsevier, vol. 97(C).
    31. Aatola, Piia & Ollikainen, Markku & Toppinen, Anne, 2013. "Impact of the carbon price on the integrating European electricity market," Energy Policy, Elsevier, vol. 61(C), pages 1236-1251.
    32. Goyenko, Ruslan Y. & Holden, Craig W. & Trzcinka, Charles A., 2009. "Do liquidity measures measure liquidity?," Journal of Financial Economics, Elsevier, vol. 92(2), pages 153-181, May.
    33. Manuel Lobato & Javier Rodríguez & Herminio Romero, 2021. "A volatility-match approach to measure performance: the case of socially responsible exchange traded funds (ETFs)," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 22(1), pages 34-43, May.
    34. repec:oup:rfinst:v:21:y:2017:i:4:p:1355-1401. is not listed on IDEAS
    35. Tarun Chordia, 2005. "An Empirical Analysis of Stock and Bond Market Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 18(1), pages 85-129.
    Full references (including those not matched with items on IDEAS)

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