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Asymmetric relationship between carbon emission trading market and stock market: Evidences from China

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  1. Bangzhu Zhu & Jingyi Zhang & Chunzhuo Wan & Julien Chevallier & Ping Wang, 2023. "An evolutionary cost‐sensitive support vector machine for carbon price trend forecasting," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(4), pages 741-755, July.
  2. Xiangjun Chen & Bo Yan, 2024. "Research on jumps and volatility in China’s carbon market," Economic Change and Restructuring, Springer, vol. 57(1), pages 1-43, February.
  3. Li, Dan & Li, Yijun & Wang, Chaoqun & Chen, Min & Wu, Qi, 2023. "Forecasting carbon prices based on real-time decomposition and causal temporal convolutional networks," Applied Energy, Elsevier, vol. 331(C).
  4. Adediran, Idris A. & Swaray, Raymond, 2023. "Carbon trading amidst global uncertainty: The role of policy and geopolitical uncertainty," Economic Modelling, Elsevier, vol. 123(C).
  5. Dong, Zhaoyingzi & Xia, Chuyu & Fang, Kai & Zhang, Weiwen, 2022. "Effect of the carbon emissions trading policy on the co-benefits of carbon emissions reduction and air pollution control," Energy Policy, Elsevier, vol. 165(C).
  6. Chen, Lin & Wen, Fenghua & Li, Wanyang & Yin, Hua & Zhao, Lili, 2022. "Extreme risk spillover of the oil, exchange rate to Chinese stock market: Evidence from implied volatility indexes," Energy Economics, Elsevier, vol. 107(C).
  7. Dong, Qingli & Zhao, Yanzhi & Ma, Xiaojun & Zhou, Yanan, 2024. "Risk spillover between carbon markets and stock markets from a progressive perspective: Measurements, spillover networks, and driving factors," Energy Economics, Elsevier, vol. 129(C).
  8. Zhao, Lili & Wen, Fenghua, 2022. "Risk-return relationship and structural breaks: Evidence from China carbon market," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 481-492.
  9. Tabash, Mosab I. & Sheikh, Umaid A. & Roubaud, David & Al-Faryan, Mamdouh Abdulaziz Saleh & Grebinevych, Oksana, 2025. "Do stock market quantiles intervene in the transmission of positive and negative shocks in the commodity futures and forex market returns?," Research in International Business and Finance, Elsevier, vol. 79(C).
  10. Tabash, Mosab I. & Sheikh, Umaid A. & Selmi, Refk & Al-Faryan, Mamdouh Abdulaziz Saleh & Hammoudeh, Shawkat, 2025. "The asymmetric effects of European carbon emission trading system on European stock market returns: The moderating role of oil price uncertainty," International Review of Financial Analysis, Elsevier, vol. 104(PA).
  11. Wang, Kai-Hua & Liu, Lu & Zhong, Yifan & Lobonţ, Oana-Ramona, 2022. "Economic policy uncertainty and carbon emission trading market: A China's perspective," Energy Economics, Elsevier, vol. 115(C).
  12. Suleman, Muhammad Tahir & Rehman, Mobeen Ur & Sheikh, Umaid A. & Kang, Sang Hoon, 2023. "Dynamic time-frequency connectedness between European emissions trading system and sustainability markets," Energy Economics, Elsevier, vol. 123(C).
  13. Wang, Mei-Chih & Jiang, Peiyun & Chang, Tsangyao, 2025. "Re-examining China and the u.s.’s respective green bond markets in extreme conditions: Evidence from quantile connectedness," The North American Journal of Economics and Finance, Elsevier, vol. 75(PA).
  14. Zheng, Yan & Yin, Hua & Zhou, Min & Liu, Wenhua & Wen, Fenghua, 2021. "Impacts of oil shocks on the EU carbon emissions allowances under different market conditions," Energy Economics, Elsevier, vol. 104(C).
  15. Hanif, Waqas & El Khoury, Rim & Gubareva, Mariya & Teplova, Tamara, 2025. "Asymmetric connectedness among regional green economies, carbon markets, and oil shocks," International Review of Economics & Finance, Elsevier, vol. 103(C).
  16. Ren, Xiaohang & Li, Yiying & yan, Cheng & Wen, Fenghua & Lu, Zudi, 2022. "The interrelationship between the carbon market and the green bonds market: Evidence from wavelet quantile-on-quantile method," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
  17. Wu, Xinyu & Jiang, Zhengting, 2023. "Time-varying asymmetric volatility spillovers among China’s carbon markets, new energy market and stock market under the shocks of major events," Energy Economics, Elsevier, vol. 126(C).
  18. Wang, Xiong & Wang, Xiao & Ren, Xiaohang & Wen, Fenghua, 2022. "Can digital financial inclusion affect CO2 emissions of China at the prefecture level? Evidence from a spatial econometric approach," Energy Economics, Elsevier, vol. 109(C).
  19. Zhao, Lili & Liu, Wenhua & Zhou, Min & Wen, Fenghua, 2022. "Extreme event shocks and dynamic volatility interactions: The stock, commodity, and carbon markets in China," Finance Research Letters, Elsevier, vol. 47(PA).
  20. Li, Yan & Feng, Tian-tian & Liu, Li-li & Zhang, Meng-xi, 2023. "How do the electricity market and carbon market interact and achieve integrated development?--A bibliometric-based review," Energy, Elsevier, vol. 265(C).
  21. Zhang, Hongwei & Li, Zongzhen & Song, Huiling & Gao, Wang, 2024. "Insight into clean energy market’s role in the connectedness between joint-consumption metals," Energy, Elsevier, vol. 302(C).
  22. Qu, Xinwei & Tian, Mingfu & Zhang, Linbo & Huang, Hongyun & Sun, Di & Song, Malin, 2025. "Energy structural change towards net-zero economy: What can we learn from carbon finance initiatives in China?," Energy Economics, Elsevier, vol. 144(C).
  23. Haiwen Zhao & Miao Yu & Juan Meng & Yonghong Jiang, 2024. "Examining the Spillover Effects of Renewable Energy Policies on China’s Traditional Energy Industries and Stock Markets," Energies, MDPI, vol. 17(11), pages 1-18, May.
  24. Guo, Li-Yang & Feng, Chao & Yang, Jun, 2022. "Can energy predict the regional prices of carbon emission allowances in China?," International Review of Financial Analysis, Elsevier, vol. 82(C).
  25. Ding, Qian & Huang, Jianbai & Zhang, Hongwei, 2022. "Time-frequency spillovers among carbon, fossil energy and clean energy markets: The effects of attention to climate change," International Review of Financial Analysis, Elsevier, vol. 83(C).
  26. 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.
  27. Ozkan, Oktay & Olanipekun, Ifedolapo Olabisi & Olasehinde-Williams, Godwin, 2024. "Dynamic correlation among renewable energy, technology, and carbon markets: Evidence from a novel nonparametric time-frequency approach," Renewable Energy, Elsevier, vol. 237(PB).
  28. Abid, Ilyes & BenMabrouk, Houda & Guesmi, Khaled & Mansour, Abir, 2025. "The clout of happiness and uncertainty in the environmental transition: Insights from CO2 and clean energy dynamic spillovers," Research in International Business and Finance, Elsevier, vol. 74(C).
  29. Zhang-Hangjian Chen & Xiang Gao & Apicha Insuwan, 2023. "Dynamic information spillover between Chinese carbon and stock markets under extreme weather shocks," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
  30. Shaobin Zhang & Hao Ji & Maoxi Tian & Binyao Wang, 2025. "High-dimensional nonlinear dependence and risk spillovers analysis between China’s carbon market and its major influence factors," Annals of Operations Research, Springer, vol. 345(2), pages 831-860, February.
  31. Chen, Zhang-HangJian & Ren, Fei & Yang, Ming-Yuan & Lu, Feng-Zhi & Li, Sai-Ping, 2023. "Dynamic lead–lag relationship between Chinese carbon emission trading and stock markets under exogenous shocks," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 295-305.
  32. Wei Jiang & Jingang Jiang & Sonia Chien-I Chen, 2025. "Untangling Carbon–Clean Energy Dynamics: A Quantile Granger-Causality Perspective," Sustainability, MDPI, vol. 17(7), pages 1-20, April.
  33. Wen, Fenghua & Zhao, Haocen & Zhao, Lili & Yin, Hua, 2022. "What drive carbon price dynamics in China?," International Review of Financial Analysis, Elsevier, vol. 79(C).
  34. Duan, Kun & Liu, Yang & Yan, Cheng & Huang, Yingying, 2023. "Differences in carbon risk spillovers with green versus traditional assets: Evidence from a full distributional analysis," Energy Economics, Elsevier, vol. 127(PA).
  35. Dai, Zhifeng & Zhang, Xiaotong & Yin, Zhujia, 2023. "Extreme time-varying spillovers between high carbon emission stocks, green bond and crude oil: Evidence from a quantile-based analysis," Energy Economics, Elsevier, vol. 118(C).
  36. Chen, Chuanglian & Ye, Cheng & Wang, Haonan & Yao, Shujie, 2025. "Policy intervention and stock market stability risks: Evidence from carbon emission trading policy on energy firms in China," Journal of Asian Economics, Elsevier, vol. 98(C).
  37. Mhadhbi, Mayssa & Gallali, Mohamed Imen & Goutte, Stephane & Guesmi, Khaled, 2021. "On the asymmetric relationship between stock market development, energy efficiency and environmental quality: A nonlinear analysis," International Review of Financial Analysis, Elsevier, vol. 77(C).
  38. Ali Ben Mrad & Amine Lahiani & Salma Mefteh‐Wali & Nada Mselmi, 2025. "Forecasting Carbon Prices: What Is the Role of Technology?," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 44(6), pages 1867-1883, September.
  39. Yifan Wang & Yufeiyang Zeng & Zongfa Wu, 2025. "Risk Spillover in the Carbon-Stock System and Sustainability Transition: Empirical Evidence from China’s ETS Pilots and A-Share Emission-Regulated Firms," Sustainability, MDPI, vol. 17(10), pages 1-30, May.
  40. Yang, Ming-Yuan & Chen, Zhanghangjian & Liang, Zongzheng & Li, Sai-Ping, 2023. "Dynamic and asymmetric connectedness in the global “Carbon-Energy-Stock” system under shocks from exogenous events," Journal of Commodity Markets, Elsevier, vol. 32(C).
  41. Wang, Junbo & Ma, Zhenyu & Fan, Xiayang, 2023. "We are all in the same boat: The welfare and carbon abatement effects of the EU carbon border adjustment mechanism," MPRA Paper 118978, University Library of Munich, Germany.
  42. Wu, Ruirui & Qin, Zhongfeng & Liu, Bing-Yue, 2022. "A systemic analysis of dynamic frequency spillovers among carbon emissions trading (CET), fossil energy and sectoral stock markets: Evidence from China," Energy, Elsevier, vol. 254(PA).
  43. Xie, Qichang & Bai, Yu & Jia, Nanfei & Xu, Xin, 2024. "Do macroprudential policies reduce risk spillovers between energy markets?: Evidence from time-frequency domain and mixed-frequency methods," Energy Economics, Elsevier, vol. 134(C).
  44. Adekoya, Oluwasegun B. & Oliyide, Johnson A. & Noman, Ambreen, 2021. "The volatility connectedness of the EU carbon market with commodity and financial markets in time- and frequency-domain: The role of the U.S. economic policy uncertainty," Resources Policy, Elsevier, vol. 74(C).
  45. Sun, Luxi & Wang, Zhili & Kong, Shuning & Xia, Xiaohua, 2024. "Correlation and spillover effects between the carbon market and China's stock market: Evidence from wavelet and quantile coherency network analysis," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 1175-1196.
  46. Zhao, Lili & Lin, Yutong & Liu, Zhenhao & Yang, Guozheng, 2026. "Examining climate risk attention in stock markets: insights from quantile-on-quantile regression," The North American Journal of Economics and Finance, Elsevier, vol. 81(C).
  47. Mengli Xia & Zhang-Hangjian Chen & Piao Wang, 2022. "Dynamic Risk Spillover Effect between the Carbon and Stock Markets under the Shocks from Exogenous Events," Energies, MDPI, vol. 16(1), pages 1-15, December.
  48. Boubaker, Sabri & Choudhury, Tonmoy & Hasan, Fakhrul & Nguyen, Duc Khuong, 2024. "Firm carbon risk exposure, stock returns, and dividend payment," Journal of Economic Behavior & Organization, Elsevier, vol. 221(C), pages 248-276.
  49. Yuan, Xue & Dong, Yu & Liang, Liang & Wei, Yuting, 2025. "The impact of carbon emission trading scheme policy on information asymmetry in the stock market: Evidence from China," Energy Policy, Elsevier, vol. 198(C).
  50. Xiaoqing Wang & Wenxin Jin & Baochang Xu & Kaihua Wang, 2025. "Volatility in Carbon Futures Amid Uncertainties: Considering Geopolitical and Economic Policy Factors," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 45(4), pages 308-325, April.
  51. Chen, Jinyu & Liang, Zhipeng & Ding, Qian & Liu, Zhenhua, 2022. "Extreme spillovers among fossil energy, clean energy, and metals markets: Evidence from a quantile-based analysis," Energy Economics, Elsevier, vol. 107(C).
  52. Xian Gao & Chunli Wang & Wanchen Wang & Xiping Wang, 2026. "The spillover effect between carbon market and stock markets: evidence from China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 28(1), pages 437-455, January.
  53. Jiang, Wei & Hu, Yanhui & Zhao, Xiangyu, 2025. "The impact of artificial intelligence on carbon market in China: Evidence from quantile-on-quantile regression approach," Technological Forecasting and Social Change, Elsevier, vol. 212(C).
  54. Yi Yao & Lixin Tian & Guangxi Cao, 2022. "The Information Spillover among the Carbon Market, Energy Market, and Stock Market: A Case Study of China’s Pilot Carbon Markets," Sustainability, MDPI, vol. 14(8), pages 1-18, April.
  55. Mesut Doğan & Sutbayeva Raikhan & Nurbossynova Zhanar & Bodaukhan Gulbagda, 2023. "Analysis of Dynamic Connectedness Relationships among Clean Energy, Carbon Emission Allowance, and BIST Indexes," Sustainability, MDPI, vol. 15(7), pages 1-13, March.
  56. Wu, Ruirui & Qin, Zhongfeng, 2024. "Asymmetric volatility spillovers among new energy, ESG, green bond and carbon markets," Energy, Elsevier, vol. 292(C).
  57. Liao, Jianhui & Zhu, Xuehong & Chen, Jinyu, 2021. "Dynamic spillovers across oil, gold and stock markets in the presence of major public health emergencies," International Review of Financial Analysis, Elsevier, vol. 77(C).
  58. Liu, Huifang & He, Qin & Cong, Ruiyuan & Ma, Shenglin & Gong, Junxi, 2025. "Exploring the dynamic linkages between carbon trading market and smart technology indices: A multi-dimensional analysis of China's case," International Review of Economics & Finance, Elsevier, vol. 102(C).
  59. Cheng, Zhonghua & Meng, Xiangwei, 2023. "Can carbon emissions trading improve corporate total factor productivity?," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
  60. Liu, Jia & Lee, Yen-Hsien & Li, Ben-Ang & Yang, J. Jimmy, 2025. "Home bias and herding in carbon market trading," Finance Research Letters, Elsevier, vol. 78(C).
  61. Wen, Fenghua & Wang, Kangsheng & Zeng, Aiqing, 2024. "Return spillover across the carbon market and financial markets: A quantile-based approach," Research in International Business and Finance, Elsevier, vol. 69(C).
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