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Modeling the behavior of renewable energy market: Understanding the moderation of climate risk factors

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  • Sinha, Avik
  • Tiwari, Sunil
  • Saha, Tanaya

Abstract

The behavior of the renewable energy market largely depends on the impact of renewable energy generation drivers. The susceptibility of these drivers to climatic adversities shapes their impact. Moreover, renewable energy generation projects are also vulnerable to climate risk factors, i.e., physical and transition risks. Existing climate resilience frameworks in the United States of America might be inconclusive to address this concern, and this inability is reflected in non-accomplishment of the Sustainable Development Goal (SDG) 7 objectives. It indicates a policy void concerning the internalization of the climate risk factors for realizing the potential of renewable energy market. Therein lies the focus of the present study. The study analyzes the impacts of the returns on renewable energy drivers on the renewable energy market returns by controlling the climate risk factors from August 01, 2014, to July 06, 2023. The analysis is carried out by cross quantile correlation and multivariate quantile-on-quantile regression methods. The results show that the impact of the returns on renewable energy drivers on the renewable energy market returns reduces in presence of the climatic risk factors, i.e., natural disasters (physical risk) and climate policy uncertainty (transition risk). The climatic resilience-oriented policy framework developed in the study is aimed at internalizing the physical and transition climate risk factors, and thereby, progressing towards attaining SDG 7 objectives.

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  • Sinha, Avik & Tiwari, Sunil & Saha, Tanaya, 2024. "Modeling the behavior of renewable energy market: Understanding the moderation of climate risk factors," Energy Economics, Elsevier, vol. 130(C).
    • Handle: RePEc:eee:eneeco:v:130:y:2024:i:c:s0140988323007880
    DOI: 10.1016/j.eneco.2023.107290
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    References listed on IDEAS

    as
    1. Gregg Marland & Roger A. Pielke & Mike Apps & Roni Avissar & Richard A. Betts & Kenneth J. Davis & Peter C. Frumhoff & Stephen T. Jackson & Linda A. Joyce & Pekka Kauppi & John Katzenberger & Kenneth , 2003. "The climatic impacts of land surface change and carbon management, and the implications for climate-change mitigation policy," Climate Policy, Taylor & Francis Journals, vol. 3(2), pages 149-157, June.
    2. Malcolm Baker & Daniel Bergstresser & George Serafeim & Jeffrey Wurgler, 2018. "Financing the Response to Climate Change: The Pricing and Ownership of U.S. Green Bonds," NBER Working Papers 25194, National Bureau of Economic Research, Inc.
    3. Sailor, David J. & Smith, Michael & Hart, Melissa, 2008. "Climate change implications for wind power resources in the Northwest United States," Renewable Energy, Elsevier, vol. 33(11), pages 2393-2406.
    4. Baker, Erin & Adu-Bonnah, Kwame, 2008. "Investment in risky R&D programs in the face of climate uncertainty," Energy Economics, Elsevier, vol. 30(2), pages 465-486, March.
    5. H.C. Bloomfield & D.J. Brayshaw & A. Troccoli & C.M. Goodess & M. de Felice & L. Dubus & P.E. Bett & Yves-Marie Saint-Drenan, 2021. "Quantifying the sensitivity of european power systems to energy scenarios and climate change projections," Post-Print hal-03113026, HAL.
    6. Sinha, Avik & Ghosh, Vinit & Hussain, Nazim & Nguyen, Duc Khuong & Das, Narasingha, 2023. "Green financing of renewable energy generation: Capturing the role of exogenous moderation for ensuring sustainable development," Energy Economics, Elsevier, vol. 126(C).
    7. Demiralay, Sercan & Gencer, Hatice Gaye & Bayraci, Selcuk, 2022. "Carbon credit futures as an emerging asset: Hedging, diversification and downside risks," Energy Economics, Elsevier, vol. 113(C).
    8. Xiao, Zhijie, 2009. "Quantile cointegrating regression," Journal of Econometrics, Elsevier, vol. 150(2), pages 248-260, June.
    9. Samour, Ahmed & Moyo, Delani & Tursoy, Turgut, 2022. "Renewable energy, banking sector development, and carbon dioxide emissions nexus: A path toward sustainable development in South Africa," Renewable Energy, Elsevier, vol. 193(C), pages 1032-1040.
    10. Costa-Campi, M.T. & Duch-Brown, N. & García-Quevedo, J., 2014. "R&D drivers and obstacles to innovation in the energy industry," Energy Economics, Elsevier, vol. 46(C), pages 20-30.
    11. David E. H. J. Gernaat & Harmen Sytze Boer & Vassilis Daioglou & Seleshi G. Yalew & Christoph Müller & Detlef P. Vuuren, 2021. "Climate change impacts on renewable energy supply," Nature Climate Change, Nature, vol. 11(2), pages 119-125, February.
    12. Roger Koenker & Zhijie Xiao, 2004. "Unit Root Quantile Autoregression Inference," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 775-787, January.
    13. Jonas Meckling & Clara Galeazzi & Esther Shears & Tong Xu & Laura Diaz Anadon, 2022. "Energy innovation funding and institutions in major economies," Nature Energy, Nature, vol. 7(9), pages 876-885, September.
    14. Bloomfield, H.C. & Brayshaw, D.J. & Troccoli, A. & Goodess, C.M. & De Felice, M. & Dubus, L. & Bett, P.E. & Saint-Drenan, Y.-M., 2021. "Quantifying the sensitivity of european power systems to energy scenarios and climate change projections," Renewable Energy, Elsevier, vol. 164(C), pages 1062-1075.
    15. Cheng, Ya & Sinha, Avik & Ghosh, Vinit & Sengupta, Tuhin & Luo, Huawei, 2021. "Carbon Tax and Energy Innovation at Crossroads of Carbon Neutrality: Designing a Sustainable Decarbonization Policy," MPRA Paper 108185, University Library of Munich, Germany, revised 2021.
    16. Sonia Jerez & Isabelle Tobin & Robert Vautard & Juan Pedro Montávez & Jose María López-Romero & Françoise Thais & Blanka Bartok & Ole Bøssing Christensen & Augustin Colette & Michel Déqué & Grigory Ni, 2015. "The impact of climate change on photovoltaic power generation in Europe," Nature Communications, Nature, vol. 6(1), pages 1-8, December.
    17. Chao Liang & Feng Ma & Lu Wang & Qing Zeng, 2021. "The information content of uncertainty indices for natural gas futures volatility forecasting," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 40(7), pages 1310-1324, November.
    18. Farzin, Y. Hossein & Bond, Craig A., 2006. "Democracy and environmental quality," Journal of Development Economics, Elsevier, vol. 81(1), pages 213-235, October.
    19. Diaz-Rainey, Ivan & Gehricke, Sebastian A. & Roberts, Helen & Zhang, Renzhu, 2021. "Trump vs. Paris: The impact of climate policy on U.S. listed oil and gas firm returns and volatility," International Review of Financial Analysis, Elsevier, vol. 76(C).
    20. Jankovic, Irena & Vasic, Vladimir & Kovacevic, Vlado, 2022. "Does transparency matter? Evidence from panel analysis of the EU government green bonds," Energy Economics, Elsevier, vol. 114(C).
    21. Zeppini, Paolo & van den Bergh, Jeroen C.J.M., 2020. "Global competition dynamics of fossil fuels and renewable energy under climate policies and peak oil: A behavioural model," Energy Policy, Elsevier, vol. 136(C).
    22. Pfeiffer, Birte & Mulder, Peter, 2013. "Explaining the diffusion of renewable energy technology in developing countries," Energy Economics, Elsevier, vol. 40(C), pages 285-296.
    23. Ma, Feng & Liao, Yin & Zhang, Yaojie & Cao, Yang, 2019. "Harnessing jump component for crude oil volatility forecasting in the presence of extreme shocks," Journal of Empirical Finance, Elsevier, vol. 52(C), pages 40-55.
    24. Jochen M. Schmittmann & Yun Gao, 2022. "Green Bond Pricing and Greenwashing under Asymmetric Information," IMF Working Papers 2022/246, International Monetary Fund.
    25. Wang, Chih-Wei & Wu, Yu-Ching & Hsieh, Hsin-Yi & Huang, Po-Hsiang & Lin, Meng-Chieh, 2022. "Does green bond issuance have an impact on climate risk concerns?," Energy Economics, Elsevier, vol. 111(C).
    26. Lee, Chien-Chiang & Yuan, Zihao & Lee, Chi-Chuan & Chang, Yu-Fang, 2022. "The impact of renewable energy technology innovation on energy poverty: Does climate risk matter?," Energy Economics, Elsevier, vol. 116(C).
    27. Fang, Jianchun & Gozgor, Giray & Mahalik, Mantu Kumar & Mallick, Hrushikesh & Padhan, Hemachandra, 2022. "Does urbanisation induce renewable energy consumption in emerging economies? The role of education in energy switching policies," Energy Economics, Elsevier, vol. 111(C).
    28. Venturini, Alessio, 2022. "Climate change, risk factors and stock returns: A review of the literature," International Review of Financial Analysis, Elsevier, vol. 79(C).
    29. Jacquelyn Pless & Cameron Hepburn & Niall Farrell, 2020. "Bringing rigour to energy innovation policy evaluation," Nature Energy, Nature, vol. 5(4), pages 284-290, April.
    30. Qing Miao & David Popp, 2013. "Necessity as the Mother of Invention: Innovative Responses to Natural Disasters," NBER Working Papers 19223, National Bureau of Economic Research, Inc.
    31. David E. H. J. Gernaat & Harmen Sytze Boer & Vassilis Daioglou & Seleshi G. Yalew & Christoph Müller & Detlef P. Vuuren, 2021. "Author Correction: Climate change impacts on renewable energy supply," Nature Climate Change, Nature, vol. 11(4), pages 362-362, April.
    32. Bartram, Söhnke M. & Hou, Kewei & Kim, Sehoon, 2022. "Real effects of climate policy: Financial constraints and spillovers," Journal of Financial Economics, Elsevier, vol. 143(2), pages 668-696.
    33. Zhao, Xin-Xin & Zheng, Mingbo & Fu, Qiang, 2022. "How natural disasters affect energy innovation? The perspective of environmental sustainability," Energy Economics, Elsevier, vol. 109(C).
    34. Elie, Luc & Granier, Caroline & Rigot, Sandra, 2021. "The different types of renewable energy finance: A Bibliometric analysis," Energy Economics, Elsevier, vol. 93(C).
    35. Sim, Nicholas & Zhou, Hongtao, 2015. "Oil prices, US stock return, and the dependence between their quantiles," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 1-8.
    36. Uddin, Gazi Salah & Rahman, Md Lutfur & Hedström, Axel & Ahmed, Ali, 2019. "Cross-quantilogram-based correlation and dependence between renewable energy stock and other asset classes," Energy Economics, Elsevier, vol. 80(C), pages 743-759.
    37. Kanamura, Takashi, 2020. "Are green bonds environmentally friendly and good performing assets?," Energy Economics, Elsevier, vol. 88(C).
    38. A. T. D. Perera & Vahid M. Nik & Deliang Chen & Jean-Louis Scartezzini & Tianzhen Hong, 2020. "Quantifying the impacts of climate change and extreme climate events on energy systems," Nature Energy, Nature, vol. 5(2), pages 150-159, February.
    39. Wang, Lu & Wu, Jiangbin & Cao, Yang & Hong, Yanran, 2022. "Forecasting renewable energy stock volatility using short and long-term Markov switching GARCH-MIDAS models: Either, neither or both?," Energy Economics, Elsevier, vol. 111(C).
    40. Alharbi, Samar S. & Al Mamun, Md & Boubaker, Sabri & Rizvi, Syed Kumail Abbas, 2023. "Green finance and renewable energy: A worldwide evidence," Energy Economics, Elsevier, vol. 118(C).
    41. Zhang, Dongyang, 2023. "Does green finance really inhibit extreme hypocritical ESG risk? A greenwashing perspective exploration," Energy Economics, Elsevier, vol. 121(C).
    42. Wytze van der Gaast & Richard Sikkema & Moriz Vohrer, 2018. "The contribution of forest carbon credit projects to addressing the climate change challenge," Climate Policy, Taylor & Francis Journals, vol. 18(1), pages 42-48, January.
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