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Can green bond hedges climate policy uncertainty in the United States: New insights from novel time-varying causality and quantile-on-quantile methods?

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  • Wu, Jiawen
  • Li, Jing-Ping
  • Su, Chi-Wei

Abstract

Climate policy uncertainty (CPU) raises concerns about financial instability and creates several macroeconomic challenges for the United States. Therefore, hedging against climate policy uncertainty risk is essential for formulating appropriate policies for efficient risk management. This study explores the relationship between climate policy uncertainty and green bonds, evaluating whether green bonds can hedge climate policy uncertainty risk and enhance the stability of the United States’ climate policy environment. Against this background, bootstrap full-sample and subsample rolling-window Granger causality tests are employed to investigate the mutual influences between climate policy uncertainty and green bonds (measured by GBI). The positive impact of climate policy uncertainty on green bonds highlights that green bonds can mitigate uncertainty risks. However, this perspective cannot be confirmed through negative influences, as the green bond market is also determined by public confidence and speculative bubbles. Therefore, the characteristics of instability reveal that green bonds should not always be used to hedge against climate uncertainty risks in the United States. These results are supported by the general equilibrium model, which underscores a certain impact of climate policy uncertainty on green bonds. In turn, the positive influence of green bonds on climate policy uncertainty indicates that the green bond market can provide insights into predicting climate policy uncertainty. Additionally, using the quantile-on-quantile (QQ) method reveals a mutual influence between climate policy uncertainty and green bonds in short, medium, and long term. Under severe extreme weather conditions and complex economic environments, investors and government can benefit from the green bond market to optimize their investments. However, they should mitigate potential risks associated with green bond volatility to avoid significant losses and reduce climate policy uncertainty.

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  • Wu, Jiawen & Li, Jing-Ping & Su, Chi-Wei, 2024. "Can green bond hedges climate policy uncertainty in the United States: New insights from novel time-varying causality and quantile-on-quantile methods?," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1158-1176.
  • Handle: RePEc:eee:ecanpo:v:82:y:2024:i:c:p:1158-1176
    DOI: 10.1016/j.eap.2024.04.015
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    as
    1. Su, Chi-Wei & Li, Wenhao & Umar, Muhammad & Lobonţ, Oana-Ramona, 2022. "Can green credit reduce the emissions of pollutants?," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 205-219.
    2. Yousaf, Imran & Mensi, Walid & Vo, Xuan Vinh & Kang, Sang Hoon, 2024. "Dynamic spillovers and connectedness between crude oil and green bond markets," Resources Policy, Elsevier, vol. 89(C).
    3. Chi Wei Su & Shuqi Lv & Meng Qin & Diego Norena-Chavez, 2024. "Uncertainty and Credit: The Chicken or the Egg Causality Dilemma," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 60(11), pages 2560-2578, September.
    4. Wang, Xiong & Li, Jingyao & Ren, Xiaohang, 2022. "Asymmetric causality of economic policy uncertainty and oil volatility index on time-varying nexus of the clean energy, carbon and green bond," International Review of Financial Analysis, Elsevier, vol. 83(C).
    5. Lubos Pástor & Pietro Veronesi, 2012. "Uncertainty about Government Policy and Stock Prices," Journal of Finance, American Finance Association, vol. 67(4), pages 1219-1264, August.
    6. Pesaran, M. Hashem & Timmermann, Allan, 2005. "Small sample properties of forecasts from autoregressive models under structural breaks," Journal of Econometrics, Elsevier, vol. 129(1-2), pages 183-217.
    7. Arfaoui, Nadia & Naeem, Muhammad Abubakr & Maherzi, Teja & Kayani, Umar Nawaz, 2024. "Can green investment funds hedge climate risk?," Finance Research Letters, Elsevier, vol. 60(C).
    8. Dong, Xiaotian & Wang, Kai-Hua & Tao, Ran & Sorana, Vătavu & Moldovan, Nicoleta-Claudia, 2024. "Is there a relationship between climate policy uncertainty and green finance? Evidence from bootstrap rolling window test," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 277-289.
    9. Kamel Si Mohammed & Vanessa Serret & Christian Urom, 2024. "The Effect of Green Bonds on Climate Risk Amid Economic and Environmental policy uncertainties," Post-Print hal-04444957, HAL.
    10. Andrews, Donald W K & Ploberger, Werner, 1994. "Optimal Tests When a Nuisance Parameter Is Present Only under the Alternative," Econometrica, Econometric Society, vol. 62(6), pages 1383-1414, November.
    11. Inzamam Ul Haq & Supat Chupradit & Chunhui Huo, 2021. "Do Green Bonds Act as a Hedge or a Safe Haven against Economic Policy Uncertainty? Evidence from the USA and China," IJFS, MDPI, vol. 9(3), pages 1-18, August.
    12. Huynh, Toan Luu Duc & Hille, Erik & Nasir, Muhammad Ali, 2020. "Diversification in the age of the 4th industrial revolution: The role of artificial intelligence, green bonds and cryptocurrencies," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    13. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    14. Raza, Syed Ali & Khan, Komal Akram & Benkraiem, Ramzi & Guesmi, Khaled, 2024. "The importance of climate policy uncertainty in forecasting the green, clean and sustainable financial markets volatility," International Review of Financial Analysis, Elsevier, vol. 91(C).
    15. Wang, Jialu & Mishra, Shekhar & Sharif, Arshian & Chen, Huangen, 2024. "Dynamic spillover connectedness among green finance and policy uncertainty: Evidence from QVAR network approach," Energy Economics, Elsevier, vol. 131(C).
    16. Qin, Meng & Hu, Wei & Qi, Xinzhou & Chang, Tsangyao, 2024. "Do the benefits outweigh the disadvantages? Exploring the role of artificial intelligence in renewable energy," Energy Economics, Elsevier, vol. 131(C).
    17. Shahbaz, Muhammad & Zakaria, Muhammad & Shahzad, Syed Jawad Hussain & Mahalik, Mantu Kumar, 2018. "The energy consumption and economic growth nexus in top ten energy-consuming countries: Fresh evidence from using the quantile-on-quantile approach," Energy Economics, Elsevier, vol. 71(C), pages 282-301.
    18. Tian, Hao & Long, Shaobo & Li, Zixuan, 2022. "Asymmetric effects of climate policy uncertainty, infectious diseases-related uncertainty, crude oil volatility, and geopolitical risks on green bond prices," Finance Research Letters, Elsevier, vol. 48(C).
    19. Mohammed, Kamel Si & Serret, Vanessa & Urom, Christian, 2024. "The effect of green bonds on climate risk amid economic and environmental policy uncertainties," Finance Research Letters, Elsevier, vol. 62(PA).
    20. Jiasheng Yu & Maojun Zhang & Ruoyu Liu & Guodong Wang, 2023. "Dynamic Effects of Climate Policy Uncertainty on Green Bond Volatility: An Empirical Investigation Based on TVP-VAR Models," Sustainability, MDPI, vol. 15(2), pages 1-17, January.
    21. Balcilar, Mehmet & Ozdemir, Zeynel Abidin & Arslanturk, Yalcin, 2010. "Economic growth and energy consumption causal nexus viewed through a bootstrap rolling window," Energy Economics, Elsevier, vol. 32(6), pages 1398-1410, November.
    22. Qin, Meng & Su, Yun Hsuan & Zhao, Zhengtang & Mirza, Nawazish, 2023. "The politics of climate: Does factionalism impede U.S. carbon neutrality?," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 954-966.
    23. Ghazi Shukur & Panagiotis Mantalos, 2000. "A simple investigation of the Granger-causality test in integrated-cointegrated VAR systems," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(8), pages 1021-1031.
    24. Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-856, July.
    25. Chi Wei Su & Xiaofeng Liu & Meng Qin & Muhammad Umar, 2024. "Is the Uncertainty Economic Policy an Impediment or an Impetus to Technological Innovation?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 60(11), pages 2579-2593, September.
    26. Qin, Meng & Su, Chi-Wei & Hao, Lin-Na & Tao, Ran, 2020. "The stability of U.S. economic policy: Does it really matter for oil price?," Energy, Elsevier, vol. 198(C).
    27. Pham, Linh & Nguyen, Canh Phuc, 2022. "How do stock, oil, and economic policy uncertainty influence the green bond market?," Finance Research Letters, Elsevier, vol. 45(C).
    28. Khalfaoui, Rabeh & Mefteh-Wali, Salma & Dogan, Buhari & Ghosh, Sudeshna, 2023. "Extreme spillover effect of COVID-19 pandemic-related news and cryptocurrencies on green bond markets: A quantile connectedness analysis," International Review of Financial Analysis, Elsevier, vol. 86(C).
    29. Tn-Lan Le & John Goodell & Rabeh Khalfaoui & Emmanuel Joel Aikins Abakah & Buhari Doğan, 2023. "The impact of economic outlook on green finance: insights from linkages between green and inflation-indexed bonds," Post-Print hal-04350324, HAL.
    30. Tiwari, Aviral Kumar & Abakah, Emmanuel Joel Aikins & Doğan, Buhari & Ghosh, Sudeshna, 2023. "Sustainable debt and gas markets: A new look using the time-varying wavelet-windowed cross-correlation approach," Energy Economics, Elsevier, vol. 120(C).
    31. Raffaele Doronzo & Vittorio Siracusa & Stefano Antonelli, 2021. "Green Bonds: the Sovereign Issuers' Perspective," Mercati, infrastrutture, sistemi di pagamento (Markets, Infrastructures, Payment Systems) 3, Bank of Italy, Directorate General for Markets and Payment System.
    32. Silva, Florinda & Ferreira, André & Cortez, Maria Céu, 2024. "The performance of green bond portfolios under climate uncertainty: A comparative analysis with conventional and black bond portfolios," Research in International Business and Finance, Elsevier, vol. 70(PA).
    33. Su, Chi Wei & Song, Xin Yue & Qin, Meng & Lobonţ, Oana-Ramona, 2024. "Is copper a safe haven for oil?," Resources Policy, Elsevier, vol. 91(C).
    34. Martin Lebelle & Souad Lajili Jarjir & Syrine Sassi, 2020. "Corporate Green Bond Issuances: An International Evidence," JRFM, MDPI, vol. 13(2), pages 1-21, February.
    35. Qin, Meng & Zhu, Yujie & Xie, Xin & Shao, Xuefeng & Lobonţ, Oana-Ramona, 2024. "The impact of climate risk on technological progress under the fourth industrial era," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    36. Anthony G. Patt & Elke U. Weber, 2014. "Perceptions and communication strategies for the many uncertainties relevant for climate policy," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 5(2), pages 219-232, March.
    37. Su, Chi Wei & Shao, Xuefeng & Jia, Zhijie & Nepal, Rabindra & Umar, Muhammad & Qin, Meng, 2023. "The rise of green energy metal: Could lithium threaten the status of oil?," Energy Economics, Elsevier, vol. 121(C).
    38. Husain, Shaiara & Sohag, Kazi & Wu, Yanrui, 2022. "The response of green energy and technology investment to climate policy uncertainty: An application of twin transitions strategy," Technology in Society, Elsevier, vol. 71(C).
    39. 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).
    40. Abakah, Emmanuel Joel Aikins & Tiwari, Aviral Kumar & Ghosh, Sudeshna & Doğan, Buhari, 2023. "Dynamic effect of Bitcoin, fintech and artificial intelligence stocks on eco-friendly assets, Islamic stocks and conventional financial markets: Another look using quantile-based approaches," Technological Forecasting and Social Change, Elsevier, vol. 192(C).
    41. Doğan, Buhari & Trabelsi, Nader & Tiwari, Aviral Kumar & Ghosh, Sudeshna, 2023. "Dynamic dependence and causality between crude oil, green bonds, commodities, geopolitical risks, and policy uncertainty," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 36-62.
    42. Vishaal Baulkaran, 2019. "Stock market reaction to green bond issuance," Journal of Asset Management, Palgrave Macmillan, vol. 20(5), pages 331-340, September.
    43. Cepni, Oguzhan & Demirer, Riza & Rognone, Lavinia, 2022. "Hedging climate risks with green assets," Economics Letters, Elsevier, vol. 212(C).
    44. Samuel Asante Gyamerah & Henry Ofoe Agbi-Kaiser & Clement Asare & Nelson Dzupire & Emilio Jiménez Macías, 2024. "Asymmetric Impact of Heterogenous Uncertainties on the Green Bond Market," Discrete Dynamics in Nature and Society, Hindawi, vol. 2024, pages 1-12, January.
    45. S. A. Raza & K. A. Khan & R. Benkraiem & K. Guesmi, 2024. "The importance of climate policy uncertainty in forecasting the green, clean and sustainable financial markets volatility," Post-Print hal-04720742, HAL.
    46. Qin, Meng & Su, Chi-Wei & Umar, Muhammad & Lobonţ, Oana-Ramona & Manta, Alina Georgiana, 2023. "Are climate and geopolitics the challenges to sustainable development? Novel evidence from the global supply chain," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 748-763.
    47. Liu, Fangying & Su, Chi Wei & Tao, Ran & Umar, Muhammad, 2023. "The instability of U.S. economic policy: A hindrance or a stimulus to green financing?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 33-46.
    48. Ping Wei & Yinshu Qi & Xiaohang Ren & Kun Duan, 2022. "Does Economic Policy Uncertainty Affect Green Bond Markets? Evidence from Wavelet-Based Quantile Analysis," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(15), pages 4375-4388, December.
    49. Rabeh Khalfaoui & Salma Mefteh-Wali & Buhari Dogan & Sudeshna Ghosh, 2023. "Extreme spillover effect of COVID-19 pandemic-related news and cryptocurrencies on green bond markets: A quantile connectedness analysis," Post-Print hal-03998228, HAL.
    50. Kim, Jang-Chul & Su, Qing, 2023. "The dynamics of utility stocks amidst adversity of Hurricane Sandy," Finance Research Letters, Elsevier, vol. 58(PD).
    51. Souad Lajili Jarjir & Martin Lebelle & Syrine Sassi, 2020. "Corporate Green Bond Issuances: An International Evidence," Post-Print hal-03044129, HAL.
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