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Technological and financial development as drivers of Latin America's energy transition

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  • Benfica, V.
  • Marques, A.C.

Abstract

Transitioning to clean energy is a challenge for Latin American countries whose socio-economic realities require economic development and environmental sustainability to be carefully balanced. To drive this energy transition, it is essential that funding and technological innovation align with local contexts. This study aims to assess the implementation of the energy transition in Latin America from 2015 to 2020. To do this a performance indicator is developed that uses Data Envelopment Analysis (DEA) and employs data on areas such as patents and financial development as inputs. Subsequently, a Fractional Regression Model (FRM) is used to explore the socio-economic factors influencing this performance and examine its determinants. The results demonstrate significant variations in energy transition outcomes across the sample, with Brazil and Peru consistently achieving maximum DEA scores. Financial development was found to attract capital for the energy transition, with Brazil leading in the Financial Markets Development Index during the period studied. High population density was found to negatively impact energy transition across all FRM model specifications. Negative correlations between gross fixed capital formation and the level of energy transition suggest that there is lower investment in renewable energy in countries with less efficient transitions. Additionally, investment in R&D was only positively and statistically significant in efficient countries.

Suggested Citation

  • Benfica, V. & Marques, A.C., 2024. "Technological and financial development as drivers of Latin America's energy transition," Renewable Energy, Elsevier, vol. 237(PB).
    • Handle: RePEc:eee:renene:v:237:y:2024:i:pb:s0960148124017324
    DOI: 10.1016/j.renene.2024.121664
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    1. Oscar Dancourt, 2017. "The lean times in the Peruvian economy," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 40(1), pages 112-129, January.
    2. Esmeralda Ramalho & Joaquim Ramalho & Pedro Henriques, 2010. "Fractional regression models for second stage DEA efficiency analyses," Journal of Productivity Analysis, Springer, vol. 34(3), pages 239-255, December.
    3. Zeus Guevara & Oscar Córdoba & Edith X. M. García & Rafael Bouchain, 2017. "The Status and Evolution of Energy Supply and Use in Mexico Prior to the 2014 Energy Reform: An Input-Output Approach †," Economies, MDPI, vol. 5(1), pages 1-17, March.
    4. Davidson, Russell & MacKinnon, James G, 1981. "Several Tests for Model Specification in the Presence of Alternative Hypotheses," Econometrica, Econometric Society, vol. 49(3), pages 781-793, May.
    5. Guofeng Shen & Muye Ru & Wei Du & Xi Zhu & Qirui Zhong & Yilin Chen & Huizhong Shen & Xiao Yun & Wenjun Meng & Junfeng Liu & Hefa Cheng & Jianying Hu & Dabo Guan & Shu Tao, 2019. "Impacts of air pollutants from rural Chinese households under the rapid residential energy transition," Nature Communications, Nature, vol. 10(1), pages 1-8, December.
    6. Chen, Jing & Zhou, Chunshan & Wang, Shaojian & Li, Shijie, 2018. "Impacts of energy consumption structure, energy intensity, economic growth, urbanization on PM2.5 concentrations in countries globally," Applied Energy, Elsevier, vol. 230(C), pages 94-105.
    7. Marta Ewa Kuc-Czarnecka & Magdalena Olczyk & Marek Zinecker, 2021. "Improvements and Spatial Dependencies in Energy Transition Measures," Energies, MDPI, vol. 14(13), pages 1-22, June.
    8. Zhang, Yanfang & Shi, Xunpeng & Qian, Xiangyan & Chen, Sai & Nie, Rui, 2021. "Macroeconomic effect of energy transition to carbon neutrality: Evidence from China's coal capacity cut policy," Energy Policy, Elsevier, vol. 155(C).
    9. Przychodzen, Wojciech & Przychodzen, Justyna, 2020. "Determinants of renewable energy production in transition economies: A panel data approach," Energy, Elsevier, vol. 191(C).
    10. Clark, Thomas A., 2013. "Metropolitan density, energy efficiency and carbon emissions: Multi-attribute tradeoffs and their policy implications," Energy Policy, Elsevier, vol. 53(C), pages 413-428.
    11. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    12. Luo, Shunjun & Zhang, Shaohui, 2022. "How R&D expenditure intermediate as a new determinants for low carbon energy transition in Belt and Road Initiative economies," Renewable Energy, Elsevier, vol. 197(C), pages 101-109.
    13. Vural, Gulfer, 2021. "Analyzing the impacts of economic growth, pollution, technological innovation and trade on renewable energy production in selected Latin American countries," Renewable Energy, Elsevier, vol. 171(C), pages 210-216.
    14. Cayir Ervural, Beyzanur & Zaim, Selim & Delen, Dursun, 2018. "A two-stage analytical approach to assess sustainable energy efficiency," Energy, Elsevier, vol. 164(C), pages 822-836.
    15. Wen, Jun & Yang, Di & Feng, Gen-Fu & Dong, Minyi & Chang, Chun-Ping, 2018. "Venture capital and innovation in China: The non-linear evidence," Structural Change and Economic Dynamics, Elsevier, vol. 46(C), pages 148-162.
    16. Inkyoung Sun & So Young Kim, 2017. "Energy R&D towards Sustainability: A Panel Analysis of Government Budget for Energy R&D in OECD Countries (1974–2012)," Sustainability, MDPI, vol. 9(4), pages 1-18, April.
    17. George Halkos & Kleoniki Natalia Petrou, 2018. "Assessing Waste Generation Efficiency in EU Regions towards Sustainable Environmental Policies," Sustainable Development, John Wiley & Sons, Ltd., vol. 26(3), pages 281-301, May.
    18. Bob Giddings & Bill Hopwood & Geoff O'Brien, 2002. "Environment, economy and society: fitting them together into sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 10(4), pages 187-196.
    19. Shuddhasattwa Rafiq & Ruhul Salim & Pasquale M Sgro, 2018. "Energy, unemployment and trade," Applied Economics, Taylor & Francis Journals, vol. 50(47), pages 5122-5134, October.
    20. Kober, Tom & Falzon, James & van der Zwaan, Bob & Calvin, Katherine & Kanudia, Amit & Kitous, Alban & Labriet, Maryse, 2016. "A multi-model study of energy supply investments in Latin America under climate control policy," Energy Economics, Elsevier, vol. 56(C), pages 543-551.
    21. Pablo-Romero, María del P. & De Jesús, Josué, 2016. "Economic growth and energy consumption: The Energy-Environmental Kuznets Curve for Latin America and the Caribbean," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1343-1350.
    22. Sami Jarboui, 2022. "Operational and environmental efficiency of U.S. oil and gas companies towards energy transition policies: A comparative empirical analysis," Australian Economic Papers, Wiley Blackwell, vol. 61(2), pages 234-257, June.
    23. Francesco Aiello & Paola Cardamone & Lidia Mannarino & Valeria Pupo, 2021. "Green patenting and corporate social responsibility: Does family involvement in business matter?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(4), pages 1386-1396, July.
    24. Xiaoying Dong & Mengling Yan & Yanni Hu, 2023. "Rational and Controlled R&D Innovation System," Springer Books, in: Huawei, chapter 0, pages 111-135, Springer.
    25. Lee, Chien-Chiang & Chiu, Yi-Bin, 2013. "Modeling OECD energy demand: An international panel smooth transition error-correction model," International Review of Economics & Finance, Elsevier, vol. 25(C), pages 372-383.
    26. Shoki Kosai & Muku Yuasa & Eiji Yamasue, 2020. "Chronological Transition of Relationship between Intracity Lifecycle Transport Energy Efficiency and Population Density," Energies, MDPI, vol. 13(8), pages 1-15, April.
    27. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    28. Matheus Koengkan & José Alberto Fuinhas & Emad Kazemzadeh, 2024. "Do financial incentive policies for renewable energy development increase the economic growth in Latin American and Caribbean countries?," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 14(1), pages 161-183, January.
    29. Hickel, Jason, 2020. "The sustainable development index: Measuring the ecological efficiency of human development in the anthropocene," Ecological Economics, Elsevier, vol. 167(C).
    30. Natasha Hazarika, 2021. "R&D Intensity and Its Curvilinear Relationship with Firm Profitability: Perspective from the Alternative Energy Sector," Sustainability, MDPI, vol. 13(9), pages 1-17, April.
    31. Nadimi, Reza & Tokimatsu, Koji, 2018. "Modeling of quality of life in terms of energy and electricity consumption," Applied Energy, Elsevier, vol. 212(C), pages 1282-1294.
    32. Philip Arestis & Fernando Ferrari-Filho & Marco Flávio da Cunha Resende & Fábio Henrique Bittes Terra, 2022. "A critical analysis of the Brazilian ‘expansionary fiscal austerity’: why did it fail to ensure economic growth and structural development?," International Review of Applied Economics, Taylor & Francis Journals, vol. 36(1), pages 4-16, January.
    33. Alexei Yumashev & Beata Ślusarczyk & Sergey Kondrashev & Alexey Mikhaylov, 2020. "Global Indicators of Sustainable Development: Evaluation of the Influence of the Human Development Index on Consumption and Quality of Energy," Energies, MDPI, vol. 13(11), pages 1-13, June.
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