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Financialization trends and climate policy uncertainty: Implications for China’s nonferrous metal market

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  • Ren, Xiaohang
  • Fu, Chenjia
  • Tao, Lizhu
  • Yuan, Li
  • Xu, Ziyue

Abstract

Uncertainty in climate policy development and implementation remains challenging for most industries. Given its significant role in the commodity market, measuring the degree of financialization within the nonferrous metal market is crucial to ensure economic stability. This study explores the dynamic impact of climate policy uncertainty on the degree of financialization of the nonferrous metal market by analyzing financial indices and the prices of copper, aluminum, and zinc futures from January 2, 2018, to November 30, 2023. Results indicate a low degree of financialization among nonferrous metals in China. Specifically, the financialization of copper and zinc exhibited cyclical changes while that of aluminum demonstrated a gradual increase in volatility. In terms of financialization, copper prices show the lowest frequency of changes, aluminum prices exhibit higher sensitivity to changes, and zinc prices occasionally show severe negative impacts. This study offers significant insights for governments, enterprises, and investors to address the challenges of climate change and the associated financial risks.

Suggested Citation

  • Ren, Xiaohang & Fu, Chenjia & Tao, Lizhu & Yuan, Li & Xu, Ziyue, 2025. "Financialization trends and climate policy uncertainty: Implications for China’s nonferrous metal market," Research in International Business and Finance, Elsevier, vol. 77(PA).
  • Handle: RePEc:eee:riibaf:v:77:y:2025:i:pa:s0275531925001783
    DOI: 10.1016/j.ribaf.2025.102922
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    as
    1. Tol, Richard S.J., 2017. "The structure of the climate debate," Energy Policy, Elsevier, vol. 104(C), pages 431-438.
    2. Ben Jacobsen & Ben R. Marshall & Nuttawat Visaltanachoti, 2019. "Stock Market Predictability and Industrial Metal Returns," Management Science, INFORMS, vol. 65(7), pages 3026-3042, July.
    3. Dario Caldara & Matteo Iacoviello, 2022. "Measuring Geopolitical Risk," American Economic Review, American Economic Association, vol. 112(4), pages 1194-1225, April.
    4. Ding, Shusheng & Cui, Tianxiang & Zheng, Dandan & Du, Min, 2021. "The effects of commodity financialization on commodity market volatility," Resources Policy, Elsevier, vol. 73(C).
    5. Ahmed, Abdullahi D. & Huo, Rui, 2021. "Volatility transmissions across international oil market, commodity futures and stock markets: Empirical evidence from China," Energy Economics, Elsevier, vol. 93(C).
    6. Chen, Ying & Zhu, Xuehong & Chen, Jinyu, 2022. "Spillovers and hedging effectiveness of non-ferrous metals and sub-sectoral clean energy stocks in time and frequency domain," Energy Economics, Elsevier, vol. 111(C).
    7. Ing-Haw Cheng & Wei Xiong, 2014. "Financialization of Commodity Markets," Annual Review of Financial Economics, Annual Reviews, vol. 6(1), pages 419-441, December.
    8. Lin, Boqiang & Zhao, Hengsong, 2023. "Tracking policy uncertainty under climate change," Resources Policy, Elsevier, vol. 83(C).
    9. Creti, Anna & Joëts, Marc & Mignon, Valérie, 2013. "On the links between stock and commodity markets' volatility," Energy Economics, Elsevier, vol. 37(C), pages 16-28.
    10. Ali, Sajid & Bouri, Elie & Czudaj, Robert Lukas & Shahzad, Syed Jawad Hussain, 2020. "Revisiting the valuable roles of commodities for international stock markets," Resources Policy, Elsevier, vol. 66(C).
    11. Ma, Yan-Ran & Zhang, Dayong & Ji, Qiang & Pan, Jiaofeng, 2019. "Spillovers between oil and stock returns in the US energy sector: Does idiosyncratic information matter?," Energy Economics, Elsevier, vol. 81(C), pages 536-544.
    12. Belanes, Amel & Saâdaoui, Foued & Abedin, Mohammad Zoynul, 2024. "Potential diversification benefits: A comparative study of Islamic and conventional stock market indexes," Research in International Business and Finance, Elsevier, vol. 67(PA).
    13. Aikins Abakah, Emmanuel Joel & Gil-Alana, Luis A. & Tripathy, Trilochan, 2022. "Stochastic structure of metal prices: Evidence from fractional integration non-linearities and breaks," Resources Policy, Elsevier, vol. 78(C).
    14. Bird, Ron & Yeung, Danny, 2012. "How do investors react under uncertainty?," Pacific-Basin Finance Journal, Elsevier, vol. 20(2), pages 310-327.
    15. Michael Spence, 2002. "Signaling in Retrospect and the Informational Structure of Markets," American Economic Review, American Economic Association, vol. 92(3), pages 434-459, June.
    16. repec:dau:papers:123456789/14980 is not listed on IDEAS
    17. Tao, Lizhu & Jiang, Wenting & Ren, Xiaohang, 2024. "Analyzing the green bond index: A novel quantile-based high-dimensional approach," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    18. Mensi, Walid & Rehman, Mobeen Ur & Vo, Xuan Vinh, 2021. "Risk spillovers and diversification between oil and non-ferrous metals during bear and bull market states," Resources Policy, Elsevier, vol. 72(C).
    19. Olson, Eric & Vivian, Andrew & Wohar, Mark E., 2017. "Do commodities make effective hedges for equity investors?," Research in International Business and Finance, Elsevier, vol. 42(C), pages 1274-1288.
    20. Chen, Jinyu & Wang, Yilin & Ren, Xiaohang, 2022. "Asymmetric effects of non-ferrous metal price shocks on clean energy stocks: Evidence from a quantile-on-quantile method," Resources Policy, Elsevier, vol. 78(C).
    21. Jiangjing Que & Xiuting Qin & Qiuyue Zhang, 2023. "Institutional investor attention and venture capital valuation: evidence from China," Applied Economics Letters, Taylor & Francis Journals, vol. 30(12), pages 1571-1577, July.
    22. Fang, Yi & Shao, Zhiquan, 2022. "The Russia-Ukraine conflict and volatility risk of commodity markets," Finance Research Letters, Elsevier, vol. 50(C).
    23. Antonio Focacci, 2023. "Spillovers between non-commercial traders’ activity and spot prices? Analysis of the financialization mechanism in the crude oil market," China Finance Review International, Emerald Group Publishing Limited, vol. 13(2), pages 157-182, January.
    24. Yuqin Zhou & Shan Wu & Zhenhua Liu & Lavinia Rognone, 2023. "The asymmetric effects of climate risk on higher-moment connectedness among carbon, energy and metals markets," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    25. Ren, Xiaohang & He, Yue & Liu, Chuanwang & Tao, Lizhu, 2025. "Extreme risk spillovers between SC, WTI and Brent crude oil futures-Evidence from time-varying Granger causality test," Energy, Elsevier, vol. 320(C).
    26. Wen, Fenghua & Zhang, Minzhi & Deng, Mi & Zhao, Yupei & Ouyang, Jian, 2019. "Exploring the dynamic effects of financial factors on oil prices based on a TVP-VAR model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 532(C).
    27. Lee, Boram & Rosenthal, Leonard & Veld, Chris & Veld-Merkoulova, Yulia, 2015. "Stock market expectations and risk aversion of individual investors," International Review of Financial Analysis, Elsevier, vol. 40(C), pages 122-131.
    28. Xiao, Jihong & Liu, Hong, 2023. "The time-varying impact of uncertainty on oil market fear: Does climate policy uncertainty matter?," Resources Policy, Elsevier, vol. 82(C).
    29. Michael J. Brennan, 1976. "The Supply of Storage," Palgrave Macmillan Books, in: The Economics of Futures Trading, chapter 4, pages 100-107, Palgrave Macmillan.
    30. Adams, Zeno & Collot, Solène & Kartsakli, Maria, 2020. "Have commodities become a financial asset? Evidence from ten years of Financialization," Energy Economics, Elsevier, vol. 89(C).
    31. Dangl, Thomas & Halling, Michael, 2012. "Predictive regressions with time-varying coefficients," Journal of Financial Economics, Elsevier, vol. 106(1), pages 157-181.
    32. Razek, Noha H.A. & Michieka, Nyakundi M., 2019. "OPEC and non-OPEC production, global demand, and the financialization of oil," Research in International Business and Finance, Elsevier, vol. 50(C), pages 201-225.
    33. Bartram, Söhnke M., 2019. "Corporate hedging and speculation with derivatives," Journal of Corporate Finance, Elsevier, vol. 57(C), pages 9-34.
    34. Bouri, Elie & Iqbal, Najaf & Klein, Tony, 2022. "Climate policy uncertainty and the price dynamics of green and brown energy stocks," Finance Research Letters, Elsevier, vol. 47(PB).
    35. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    36. Arthur A. Benthem & Edmund Crooks & Stefano Giglio & Eugenie Schwob & Johannes Stroebel, 2022. "The effect of climate risks on the interactions between financial markets and energy companies," Nature Energy, Nature, vol. 7(8), pages 690-697, August.
    37. Ciner, Cetin & Lucey, Brian & Yarovaya, Larisa, 2020. "Spillovers, integration and causality in LME non-ferrous metal markets," Journal of Commodity Markets, Elsevier, vol. 17(C).
    38. Runfeng Yang & Massimiliano Caporin & Juan-Angel Jiménez-Martin, 2024. "Measuring Climate Transition Risk Spillovers," Review of Finance, European Finance Association, vol. 28(2), pages 447-481.
    39. Sharma, Aarzoo, 2022. "A comparative analysis of the financialization of commodities during COVID-19 and the global financial crisis using a quantile regression approach," Resources Policy, Elsevier, vol. 78(C).
    40. Ren, Xiaohang & Fu, Chenjia & Jin, Yi, 2025. "Climate risk perception and oil financialization in China: Evidence from a time-varying Granger model," Research in International Business and Finance, Elsevier, vol. 74(C).
    41. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    42. Shuping Shi & Peter C. B. Phillips & Stan Hurn, 2018. "Change Detection and the Causal Impact of the Yield Curve," Journal of Time Series Analysis, Wiley Blackwell, vol. 39(6), pages 966-987, November.
    43. Xu, Xin & An, Haizhong & Huang, Shupei & Jia, Nanfei & Qi, Yajie, 2024. "Measurement of daily climate physical risks and climate transition risks faced by China's energy sector stocks," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 625-640.
    44. John Chung-En Liu & Bo Zhao, 2017. "Who speaks for climate change in China? Evidence from Weibo," Climatic Change, Springer, vol. 140(3), pages 413-422, February.
    45. Carter, Colin A. & Revoredo-Giha, Cesar, 2023. "Financialization and speculators risk premia in commodity futures markets," International Review of Financial Analysis, Elsevier, vol. 88(C).
    46. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    47. Boulamanti, Aikaterini & Moya, Jose Antonio, 2016. "Production costs of the non-ferrous metals in the EU and other countries: Copper and zinc," Resources Policy, Elsevier, vol. 49(C), pages 112-118.
    48. Xi, Yue & Huynh, Anh Ngoc Quang & Jiang, Yushi & Hong, Yanran, 2023. "Energy transition concern: Time-varying effect of climate policy uncertainty on renewables consumption," Technological Forecasting and Social Change, Elsevier, vol. 192(C).
    49. Chen, Jianyu & Zhang, Jianshun, 2023. "Crude oil price shocks, volatility spillovers, and global systemic financial risk transmission mechanisms: Evidence from the stock and foreign exchange markets," Resources Policy, Elsevier, vol. 85(PB).
    50. Mensi, Walid & Hammoudeh, Shawkat & Shahzad, Syed Jawad Hussain & Shahbaz, Muhammad, 2017. "Modeling systemic risk and dependence structure between oil and stock markets using a variational mode decomposition-based copula method," Journal of Banking & Finance, Elsevier, vol. 75(C), pages 258-279.
    51. Ke Tang & Wei Xiong, 2012. "Index Investment and the Financialization of Commodities," Financial Analysts Journal, Taylor & Francis Journals, vol. 68(6), pages 54-74, November.
    52. Karim, Sitara & Naeem, Muhammad Abubakr & Shafiullah, Muhammad & Lucey, Brian M. & Ashraf, Sania, 2023. "Asymmetric relationship between climate policy uncertainty and energy metals: Evidence from cross-quantilogram," Finance Research Letters, Elsevier, vol. 54(C).
    53. Zhu, Xuehong & Chen, Ying & Chen, Jinyu, 2021. "Effects of non-ferrous metal prices and uncertainty on industry stock market under different market conditions," Resources Policy, Elsevier, vol. 73(C).
    54. Gao, Wang & Wei, Jiajia & Zhang, Hongwei & Zhang, Haizhen, 2024. "Does climate policy uncertainty exacerbate extreme risk spillovers between green economy and energy metals?," Resources Policy, Elsevier, vol. 91(C).
    55. Suleyman Basak & Anna Pavlova, 2016. "A Model of Financialization of Commodities," Journal of Finance, American Finance Association, vol. 71(4), pages 1511-1556, August.
    56. Manuel B. Aalbers & Zac J. Taylor & Tobias J. Klinge & Rodrigo Fernandez, 2023. "In Real Estate Investment We Trust: State De-risking and the Ownership of Listed US and German Residential Real Estate Investment Trusts," Economic Geography, Taylor & Francis Journals, vol. 99(3), pages 312-335, May.
    57. Campos-Martins, Susana & Hendry, David F., 2024. "Common volatility shocks driven by the global carbon transition," Journal of Econometrics, Elsevier, vol. 239(1).
    58. Sun, Guanglin & Fang, Jiming & Li, Ting & Ai, Yongfang, 2024. "Effects of climate policy uncertainty on green innovation in Chinese enterprises," International Review of Financial Analysis, Elsevier, vol. 91(C).
    59. Meylan, Grégoire & Reck, Barbara K., 2017. "The anthropogenic cycle of zinc: Status quo and perspectives," Resources, Conservation & Recycling, Elsevier, vol. 123(C), pages 1-10.
    60. Shuping Shi & Stan Hurn & Peter C B Phillips, 2020. "Causal Change Detection in Possibly Integrated Systems: Revisiting the Money–Income Relationship [Energy Consumption and Economic Growth in the United States]," Journal of Financial Econometrics, Society for Financial Econometrics, vol. 18(1), pages 158-180.
    61. Nicholas Kaldor, 1939. "Speculation and Economic Stability," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 7(1), pages 1-27.
    62. repec:cup:jfinqa:v:46:y:2011:i:06:p:1727-1754_00 is not listed on IDEAS
    63. Raza, Syed Ali & Khan, Komal Akram, 2024. "Climate policy uncertainty and its relationship with precious metals price volatility: Comparative analysis pre and during COVID-19," Resources Policy, Elsevier, vol. 88(C).
    64. Nguyen, Duc Khuong & Sensoy, Ahmet & Sousa, Ricardo M. & Salah Uddin, Gazi, 2020. "U.S. equity and commodity futures markets: Hedging or financialization?," Energy Economics, Elsevier, vol. 86(C).
    65. Zhang, Si Ying, 2022. "Are investors sensitive to climate-related transition and physical risks? Evidence from global stock markets," Research in International Business and Finance, Elsevier, vol. 62(C).
    66. Zhang, Wenting & He, Xie & Hamori, Shigeyuki, 2022. "Volatility spillover and investment strategies among sustainability-related financial indexes: Evidence from the DCC-GARCH-based dynamic connectedness and DCC-GARCH t-copula approach," International Review of Financial Analysis, Elsevier, vol. 83(C).
    67. Kang, Wenjin & Tang, Ke & Wang, Ningli, 2023. "Financialization of commodity markets ten years later," Journal of Commodity Markets, Elsevier, vol. 30(C).
    68. Bianchi, Robert J. & Fan, John Hua & Todorova, Neda, 2020. "Financialization and de-financialization of commodity futures: A quantile regression approach," International Review of Financial Analysis, Elsevier, vol. 68(C).
    69. Chen, Ying & Zhu, Xuehong & Li, Hailing, 2022. "The asymmetric effects of oil price shocks and uncertainty on non-ferrous metal market: Based on quantile regression," Energy, Elsevier, vol. 246(C).
    70. Zhu, Bo & Hu, Xin & Deng, Yuanyue & Zhang, Bokai & Li, Xiru, 2023. "The differential effects of climate risks on non-fossil and fossil fuel stock markets: Evidence from China," Finance Research Letters, Elsevier, vol. 55(PB).
    71. Yang, Baochen & Pu, Yingjian & Su, Yunpeng, 2020. "The financialization of Chinese commodity markets," Finance Research Letters, Elsevier, vol. 34(C).
    72. Ren, Xiaohang & Li, Jingyao & He, Feng & Lucey, Brian, 2023. "Impact of climate policy uncertainty on traditional energy and green markets: Evidence from time-varying granger tests," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    73. Stoupos, Nikolaos & Kiohos, Apostolos, 2021. "Energy commodities and advanced stock markets: A post-crisis approach," Resources Policy, Elsevier, vol. 70(C).
    74. Xiao, Qin & Yan, Meilan & Zhang, Dalu, 2023. "Commodity market financialization, herding and signals: An asymmetric GARCH R-vine copula approach," International Review of Financial Analysis, Elsevier, vol. 89(C).
    75. Chernenko, Sergey & Faulkender, Michael, 2011. "The Two Sides of Derivatives Usage: Hedging and Speculating with Interest Rate Swaps," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1727-1754, December.
    76. Peng, Xiaofan, 2020. "Do precious metals act as hedges or safe havens for China's financial markets?," Finance Research Letters, Elsevier, vol. 37(C).
    77. Thomas C. Chiang, 2022. "Can gold or silver be used as a hedge against policy uncertainty and COVID-19 in the Chinese market?," China Finance Review International, Emerald Group Publishing Limited, vol. 12(4), pages 571-600, June.
    78. Ren, Xiaohang & Li, Wenqi & Duan, Kun & Urquhart, Andrew, 2025. "Carbon risk and debt financing: An international perspective," Journal of International Money and Finance, Elsevier, vol. 153(C).
    79. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    80. Li, Jinning & Kong, Tao & Gu, Liangliang, 2024. "The impact of climate policy uncertainty on green innovation in Chinese agricultural enterprises," Finance Research Letters, Elsevier, vol. 62(PA).
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