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Green investment under policy uncertainty and Bayesian learning

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  • Dalby, Peder A.O.
  • Gillerhaugen, Gisle R.
  • Hagspiel, Verena
  • Leth-Olsen, Tord
  • Thijssen, Jacco J.J.

Abstract

Many countries have introduced support schemes to accelerate investments in renewable energy (RE). Experience shows that, over time, retraction or revision of support schemes become more likely. Investors in RE are greatly affected by the risk of such subsidy changes. This paper examines how investment behavior is affected by updating a subjective belief on the timing of a subsidy revision, incorporating Bayesian learning into a real options modeling approach. We analyze a scenario where a retroactive downward adjustment of fixed feed-in tariffs (FIT) is expected through a regime switching model. We find that investors are less likely to invest when the arrival rate of a policy change increases. Further, investors prefer a lower FIT with a long expected lifespan. We also consider an extension where, after retraction, electricity is sold in a free market. We find that if policy uncertainty is high, an increase in the FIT will be less effective at accelerating investment. However, if policy risk is low, FIT schemes can significantly accelerate investment, even in highly volatile markets.

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  • Dalby, Peder A.O. & Gillerhaugen, Gisle R. & Hagspiel, Verena & Leth-Olsen, Tord & Thijssen, Jacco J.J., 2018. "Green investment under policy uncertainty and Bayesian learning," Energy, Elsevier, vol. 161(C), pages 1262-1281.
  • Handle: RePEc:eee:energy:v:161:y:2018:i:c:p:1262-1281
    DOI: 10.1016/j.energy.2018.07.137
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    2. Hagspiel, Verena & Nunes, Cláudia & Oliveira, Carlos & Portela, Manuel, 2021. "Green investment under time-dependent subsidy retraction risk," Journal of Economic Dynamics and Control, Elsevier, vol. 126(C).
    3. Bigerna, Simona & Wen, Xingang & Hagspiel, Verena & Kort, Peter M., 2019. "Green electricity investments: Environmental target and the optimal subsidy," European Journal of Operational Research, Elsevier, vol. 279(2), pages 635-644.
    4. Sendstad, Lars H. & Hagspiel, Verena & Mikkelsen, Wilhelm Jebsen & Ravndal, Ruben & Tveitstøl, Martin, 2022. "The impact of subsidy retraction on European renewable energy investments," Energy Policy, Elsevier, vol. 160(C).
    5. Su, Chi-Wei & Khan, Khalid & Umar, Muhammad & Chang, Tsangyao, 2022. "Renewable energy in prism of technological innovation and economic uncertainty," Renewable Energy, Elsevier, vol. 189(C), pages 467-478.
    6. Margaux Escoffier & Emmanuel Hache & Valérie Mignon & Anthony Paris, 2019. "Determinants of investments in solar photovoltaic: Do oil prices really matter?," Working Papers hal-04141866, HAL.
    7. Peter Kort & Maria Lavrutich & Cláudia Nunes & Carlos Oliveira, 2022. "Preventing Environmental Disasters in Investment under Uncertainty," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 83(1), pages 199-220, September.
    8. Detemple, Jerome & Kitapbayev, Yerkin, 2020. "The value of green energy under regulation uncertainty," Energy Economics, Elsevier, vol. 89(C).
    9. Pasquale Marcello Falcone, 2019. "Tourism-Based Circular Economy in Salento (South Italy): A SWOT-ANP Analysis," Social Sciences, MDPI, vol. 8(7), pages 1-16, July.
    10. Lavrutich, Maria & Hagspiel, Verena & Siddiqui, Afzal S., 2023. "Transmission investment under uncertainty: Reconciling private and public incentives," European Journal of Operational Research, Elsevier, vol. 304(3), pages 1167-1188.
    11. Nagy, Roel L.G. & Hagspiel, Verena & Kort, Peter M., 2021. "Green capacity investment under subsidy withdrawal risk," Energy Economics, Elsevier, vol. 98(C).
    12. Xu, Xiaofeng & Cui, Xiaodan & Chen, Xiangyu & Zhou, Yichen, 2022. "Impact of government subsidies on the innovation performance of the photovoltaic industry: Based on the moderating effect of carbon trading prices," Energy Policy, Elsevier, vol. 170(C).
    13. Escoffier, Margaux & Hache, Emmanuel & Mignon, Valérie & Paris, Anthony, 2021. "Determinants of solar photovoltaic deployment in the electricity mix: Do oil prices really matter?," Energy Economics, Elsevier, vol. 97(C).
    14. Golub, Alexander A. & Lubowski, Ruben N. & Piris-Cabezas, Pedro, 2020. "Business responses to climate policy uncertainty: Theoretical analysis of a twin deferral strategy and the risk-adjusted price of carbon," Energy, Elsevier, vol. 205(C).
    15. Àlex Alonso-Travesset & Diederik Coppitters & Helena Martín & Jordi de la Hoz, 2023. "Economic and Regulatory Uncertainty in Renewable Energy System Design: A Review," Energies, MDPI, vol. 16(2), pages 1-30, January.
    16. Basei, Matteo & Ferrari, Giorgio & Rodosthenous, Neofytos, 2023. "Uncertainty over Uncertainty in Environmental Policy Adoption: Bayesian Learning of Unpredictable Socioeconomic Costs," Center for Mathematical Economics Working Papers 677, Center for Mathematical Economics, Bielefeld University.
    17. Bigerna, Simona & Hagspiel, Verena & Kort, Peter M. & Wen, Xingang, 2023. "How damaging are environmental policy targets in terms of welfare?," European Journal of Operational Research, Elsevier, vol. 311(1), pages 354-372.
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