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The resilience dynamics of energy ETF accessibility and stock market sentiment in China during the post-pandemic era

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  • Yin, Hua-Tang
  • Wen, Jun
  • Yang, Hongming
  • He, Yushuang
  • Chang, Chun-Ping

Abstract

This paper investigates the dynamic interaction between energy ETF accessibility and stock market sentiment through the lens of resilience during the post COVID-19 pandemic period. We find that they tend to positively co-move in the long run. Adverse exogenous shocks on one of them not only have a persistent impact on itself but also cause non-diminish damage to the other. Compared to stock market sentiment resilience, energy ETF accessibility resilience is more constrained by the long-run co-movement. The co-movement is not significantly reshaped by possible structural time-breaks or Markovian regime shifts. Further exploration based on wavelet coherence analysis provides evidence for a stable and even gradually strengthening positive coherence between the two types of resilience in a volatile environment. Accordingly, our findings can offer valuable insights for financial regulators to achieve their designed objectives in the secondary markets of energy and stocks.

Suggested Citation

  • Yin, Hua-Tang & Wen, Jun & Yang, Hongming & He, Yushuang & Chang, Chun-Ping, 2025. "The resilience dynamics of energy ETF accessibility and stock market sentiment in China during the post-pandemic era," Energy Economics, Elsevier, vol. 141(C).
  • Handle: RePEc:eee:eneeco:v:141:y:2025:i:c:s0140988324007692
    DOI: 10.1016/j.eneco.2024.108060
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    as
    1. Narayan, Paresh Kumar & Smyth, Russell, 2008. "Energy consumption and real GDP in G7 countries: New evidence from panel cointegration with structural breaks," Energy Economics, Elsevier, vol. 30(5), pages 2331-2341, September.
    2. D’Ecclesia, Rita Laura & Morelli, Giacomo & Stefanelli, Kevyn, 2024. "Energy ETF performance: The role of fossil fuels," Energy Economics, Elsevier, vol. 131(C).
    3. Johansen, Søren, 1995. "A Stastistical Analysis of Cointegration for I(2) Variables," Econometric Theory, Cambridge University Press, vol. 11(1), pages 25-59, February.
    4. Pan, Wei-Fong, 2020. "How Does The Macroeconomy Respond To Stock Market Fluctuations? The Role Of Sentiment," Macroeconomic Dynamics, Cambridge University Press, vol. 24(2), pages 421-446, March.
    5. Wen, Jun & Yin, Hua-Tang & Jang, Chyi-Lu & Uchida, Hideaki & Chang, Chun-Ping, 2023. "Does corruption hurt green innovation? Yes – Global evidence from cross-validation," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    6. Banerjee, Ameet Kumar & Özer, Zeynep Sueda & Rahman, Molla Ramizur & Sensoy, Ahmet, 2024. "How does the time-varying dynamics of spillover between clean and brown energy ETFs change with the intervention of climate risk and climate policy uncertainty?," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 442-468.
    7. (Jeremy) Chiu, Ching-wai & Harris, Richard D.F. & Stoja, Evarist & Chin, Michael, 2018. "Financial market Volatility, macroeconomic fundamentals and investor Sentiment," Journal of Banking & Finance, Elsevier, vol. 92(C), pages 130-145.
    8. Naqvi, Bushra & Rizvi, Syed Kumail Abbas & Hasnaoui, Amir & Shao, Xuefeng, 2022. "Going beyond sustainability: The diversification benefits of green energy financial products," Energy Economics, Elsevier, vol. 111(C).
    9. Wang, Jun-Zhuo & Feng, Gen-Fu & Yin, Hua-Tang & Chang, Chun-Ping, 2023. "Toward sustainable development: Does the rising oil price stimulate innovation in climate change mitigation technologies?," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 569-583.
    10. Roman Frydman & Nicholas Mangee & Josh Stillwagon, 2021. "How Market Sentiment Drives Forecasts of Stock Returns," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 22(4), pages 351-367, October.
    11. Miklesh Prasad Yadav & Shikha Bhatia & Nidhi Singh & Md Tarikul Islam, 2024. "Correction to: Financial and energy exchange traded funds futures: an evidence of spillover and portfolio hedging," Annals of Operations Research, Springer, vol. 332(1), pages 1177-1177, January.
    12. Wang, Hai-Jie & Zheng, Mei-Qi & Yin, Hua-Tang & Chang, Chun-Ping, 2024. "Green innovation, industrial structure and urban eco-efficiency in Chinese cities," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1011-1024.
    13. Flaschel, Peter & Charpe, Matthieu & Galanis, Giorgos & Proaño, Christian R. & Veneziani, Roberto, 2018. "Macroeconomic and stock market interactions with endogenous aggregate sentiment dynamics," Journal of Economic Dynamics and Control, Elsevier, vol. 91(C), pages 237-256.
    14. Chia-Lin Chang & Yu-Pei Ke, 2014. "Testing Price Pressure, Information, Feedback Trading, And Smoothing Effects For Energy Exchange Traded Funds," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 9(02), pages 1-26.
    15. Dutta, Anupam & Bouri, Elie & Saeed, Tareq & Vo, Xuan Vinh, 2020. "Impact of energy sector volatility on clean energy assets," Energy, Elsevier, vol. 212(C).
    16. Ederer, Nikolaus, 2015. "Evaluating capital and operating cost efficiency of offshore wind farms: A DEA approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1034-1046.
    17. Steve Y. Yang & Yunfeng Liu & Yangyang Yu & Sheung Yin Kevin Mo, 2022. "Energy ETF return jump contagion: a multivariate Hawkes process approach," The European Journal of Finance, Taylor & Francis Journals, vol. 28(7), pages 761-783, May.
    18. Han, Seungjin & Qiu, Jiaping, 2007. "Corporate precautionary cash holdings," Journal of Corporate Finance, Elsevier, vol. 13(1), pages 43-57, March.
    19. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
    20. Hamilton, James D., 1990. "Analysis of time series subject to changes in regime," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 39-70.
    21. Wei Kuang, 2021. "Conditional covariance matrix forecast using the hybrid exponentially weighted moving average approach," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 40(8), pages 1398-1419, December.
    22. Quan‐Jing Wang & Hai‐Jie Wang & Gen‐Fu Feng & Chun‐Ping Chang, 2023. "Impact of digital transformation on performance of environment, social, and governance: Empirical evidence from China," Business Ethics, the Environment & Responsibility, John Wiley & Sons, Ltd., vol. 32(4), pages 1373-1388, October.
    23. Wen, Jun & Zhao, Xin-Xin & Chang, Chun-Ping, 2021. "The impact of extreme events on energy price risk," Energy Economics, Elsevier, vol. 99(C).
    24. Çelik, İsmail & Sak, Ahmet Furkan & Höl, Arife Özdemir & Vergili, Gizem, 2022. "The dynamic connectedness and hedging opportunities of implied and realized volatility: Evidence from clean energy ETFs," The North American Journal of Economics and Finance, Elsevier, vol. 60(C).
    25. Fikret Berkes, 2007. "Understanding uncertainty and reducing vulnerability: lessons from resilience thinking," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 41(2), pages 283-295, May.
    26. Wen, Jun & Yin, Hua-Tang & Chang, Chun-Ping & Tang, Kai, 2024. "How AI shapes greener futures: Comparative insights from equity vs debt investment responses in renewable energy," Energy Economics, Elsevier, vol. 136(C).
    27. Syed Kumail Abbas Rizvi & Bushra Naqvi & Nawazish Mirza, 2022. "Is green investment different from grey? Return and volatility spillovers between green and grey energy ETFs," Annals of Operations Research, Springer, vol. 313(1), pages 495-524, June.
    28. Miklesh Prasad Yadav & Shikha Bhatia & Nidhi Singh & Md Tarikul Islam, 2024. "Financial and energy exchange traded funds futures: an evidence of spillover and portfolio hedging," Annals of Operations Research, Springer, vol. 333(1), pages 501-516, February.
    29. Hao‐Chang Yang & Gen‐Fu Feng & Qiang Gong & Chun‐Ping Chang, 2023. "The impact of political competition on green innovation: A new insight into sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(5), pages 3692-3708, October.
    30. Wang, Jun-Zhuo & Feng, Gen-Fu & Chang, Chun-Ping, 2024. "How does political instability affect renewable energy innovation?," Renewable Energy, Elsevier, vol. 230(C).
    31. Menegaki, Angeliki N., 2014. "On energy consumption and GDP studies; A meta-analysis of the last two decades," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 31-36.
    32. Alexopoulos, Thomas A., 2018. "To trust or not to trust? A comparative study of conventional and clean energy exchange-traded funds," Energy Economics, Elsevier, vol. 72(C), pages 97-107.
    33. Sui, Bo & Sharma, Susan Sunila & Yao, Liu-Yang & Ni, Guo-Hua & Chang, Chun-Ping, 2024. "Does aging affect renewable energy? The role of extreme events and economic development," Energy Economics, Elsevier, vol. 133(C).
    34. Liu, Cenjie & Fang, Jiayu & Xie, Rui, 2021. "Energy policy and corporate financial performance: Evidence from China's 11th five-year plan," Energy Economics, Elsevier, vol. 93(C).
    35. Narayan, Paresh Kumar & Popp, Stephan, 2012. "The energy consumption-real GDP nexus revisited: Empirical evidence from 93 countries," Economic Modelling, Elsevier, vol. 29(2), pages 303-308.
    36. Han Long & Gen‐Fu Feng & Qiang Gong & Chun‐Ping Chang, 2023. "ESG performance and green innovation: An investigation based on quantile regression," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 5102-5118, November.
    37. Gregory, Allan W & Hansen, Bruce E, 1996. "Tests for Cointegration in Models with Regime and Trend Shifts," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(3), pages 555-560, August.
    38. Banerjee, Ameet Kumar, 2024. "Environmental sustainability and the time-varying changing dynamics of green and brown energy ETFs," Finance Research Letters, Elsevier, vol. 62(PB).
    39. Zhang, Xiaoge & Mahadevan, Sankaran & Sankararaman, Shankar & Goebel, Kai, 2018. "Resilience-based network design under uncertainty," Reliability Engineering and System Safety, Elsevier, vol. 169(C), pages 364-379.
    40. Mendicino, Luca & Menniti, Daniele & Pinnarelli, Anna & Sorrentino, Nicola, 2019. "Corporate power purchase agreement: Formulation of the related levelized cost of energy and its application to a real life case study," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    41. Qian Zhang & Haiqing Hu & Di Chen & Hua-Tang Yin, 2024. "Convergence Analysis and Testing of Regional Effects of Green Finance on The Growth of Renewable Energy," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 60(15), pages 3459-3481, December.
    42. Chen, Di & Hu, Haiqing & Wang, Ning & Chang, Chun-Ping, 2024. "The impact of green finance on transformation to green energy: Evidence from industrial enterprises in China," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    43. Mahalingam, Brinda & Orman, Wafa Hakim, 2018. "GDP and energy consumption: A panel analysis of the US," Applied Energy, Elsevier, vol. 213(C), pages 208-218.
    44. Mingbo Zheng & Gen-Fu Feng & Chun-Ping Chang, 2023. "Is green finance capable of promoting renewable energy technology? Empirical investigation for 64 economies worldwide," Oeconomia Copernicana, Institute of Economic Research, vol. 14(2), pages 483-510, June.
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    More about this item

    Keywords

    Energy ETF; Stock market sentiment; Resilience; Cointegration; Exogenous shock; Regime shift;
    All these keywords.

    JEL classification:

    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G20 - Financial Economics - - Financial Institutions and Services - - - General

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