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The role of R&D in the effectiveness of renewable energy determinants: A spatial econometric analysis

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  • Khezri, Mohsen
  • Heshmati, Almas
  • Khodaei, Mehdi

Abstract

This study investigates the effects of renewable energy determinants on various renewable energy resources. The empirical results are based on data from 31 mainly Asia-Pacific countries observed from 2000 to 2018. Different diagnostic tests indicate the existence of spatial effects in the renewable energy model. The spatial Durbin model with the time-period and spatial fixed effects was selected for analysis. Scrutinizing empirical studies suggest a lack of theoretical consensus on how renewable energy determinants work. By examining how R&D affects different renewable energy resources, this study attempts to fill the research gap. In addition, the R&D environment is an important factor in determining the effects of GDP and the development of financial markets and institutions. R&D enhancement reduces the impacts of market expansion on hydropower; however, such effects are incremental for solar, wind, bioenergy, and geothermal energy resources. In an environment with a low level of R&D, financial development has positive effects on hydropower generation and negative impacts on other renewable energy types. However, the expansion of R&D expands reverses such effects gradually. The different results are obtained for different countries at different levels of R&D. Furthermore, trade openness has been a positive factor in the development of hydropower, solar and geothermal energy resources. The results also revealed the negative (positive) impacts of GDP per capita in neighboring countries with a higher (lower) level of R&D on the development of renewable energy of the origin country.

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  • Khezri, Mohsen & Heshmati, Almas & Khodaei, Mehdi, 2021. "The role of R&D in the effectiveness of renewable energy determinants: A spatial econometric analysis," Energy Economics, Elsevier, vol. 99(C).
  • Handle: RePEc:eee:eneeco:v:99:y:2021:i:c:s0140988321001924
    DOI: 10.1016/j.eneco.2021.105287
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    References listed on IDEAS

    as
    1. Mohamed, Hassen & Ben Jebli, Mehdi & Ben Youssef, Slim, 2019. "Renewable and fossil energy, terrorism, economic growth, and trade: Evidence from France," Renewable Energy, Elsevier, vol. 139(C), pages 459-467.
    2. Tamazian, Artur & Bhaskara Rao, B., 2010. "Do economic, financial and institutional developments matter for environmental degradation? Evidence from transitional economies," Energy Economics, Elsevier, vol. 32(1), pages 137-145, January.
    3. Sadorsky, Perry, 2012. "Energy consumption, output and trade in South America," Energy Economics, Elsevier, vol. 34(2), pages 476-488.
    4. Przychodzen, Wojciech & Przychodzen, Justyna, 2020. "Determinants of renewable energy production in transition economies: A panel data approach," Energy, Elsevier, vol. 191(C).
    5. Al-mulali, Usama & Fereidouni, Hassan Gholipour & Lee, Janice Y.M., 2014. "Electricity consumption from renewable and non-renewable sources and economic growth: Evidence from Latin American countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 290-298.
    6. Bilgili, Faik & Ozturk, Ilhan, 2015. "Biomass energy and economic growth nexus in G7 countries: Evidence from dynamic panel data," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 132-138.
    7. Manohar Singh & Sheri Faircloth, 2005. "The impact of corporate debt on long term investment and firm performance," Applied Economics, Taylor & Francis Journals, vol. 37(8), pages 875-883.
    8. TIAN, Xiaoli & KOU, Gang & ZHANG, Weike, 2020. "Geographic distance, venture capital and technological performance: Evidence from Chinese enterprises," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    9. Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Roubaud, David & Farhani, Sahbi, 2018. "How economic growth, renewable electricity and natural resources contribute to CO2 emissions?," Energy Policy, Elsevier, vol. 113(C), pages 356-367.
    10. Belaïd, Fateh & Zrelli, Maha Harbaoui, 2019. "Renewable and non-renewable electricity consumption, environmental degradation and economic development: Evidence from Mediterranean countries," Energy Policy, Elsevier, vol. 133(C).
    11. Hamit-Haggar, Mahamat, 2016. "Clean energy-growth nexus in sub-Saharan Africa: Evidence from cross-sectionally dependent heterogeneous panel with structural breaks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 1237-1244.
    12. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    13. Hubert Jayet & Julie Le Gallo & Luc Anselin, 2008. "Spatial Econometrics and Panel Data Models," Post-Print hal-02389412, HAL.
    14. Qamruzzaman, Md & Jianguo, Wei, 2020. "The asymmetric relationship between financial development, trade openness, foreign capital flows, and renewable energy consumption: Fresh evidence from panel NARDL investigation," Renewable Energy, Elsevier, vol. 159(C), pages 827-842.
    15. Acheampong, Alex O., 2019. "Modelling for insight: Does financial development improve environmental quality?," Energy Economics, Elsevier, vol. 83(C), pages 156-179.
    16. Sadorsky, Perry, 2010. "The impact of financial development on energy consumption in emerging economies," Energy Policy, Elsevier, vol. 38(5), pages 2528-2535, May.
    17. Dmitry Burakov & Max Freidin, 2017. "Financial Development, Economic Growth and Renewable Energy Consumption in Russia: A Vector Error Correction Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 7(6), pages 39-47.
    18. Alvarez-Herranz, Agustin & Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Cantos, José María, 2017. "Energy innovation and renewable energy consumption in the correction of air pollution levels," Energy Policy, Elsevier, vol. 105(C), pages 386-397.
    19. Ghani, Gairuzazmi M., 2012. "Does trade liberalization effect energy consumption?," Energy Policy, Elsevier, vol. 43(C), pages 285-290.
    20. Aviral Kumar Tiwari, 2011. "A structural VAR analysis of renewable energy consumption, real GDP and CO2 emissions: Evidence from India," Economics Bulletin, AccessEcon, vol. 31(2), pages 1793-1806.
    21. Halicioglu, Ferda & Ketenci, Natalya, 2018. "Output, renewable and non-renewable energy production, and international trade: Evidence from EU-15 countries," Energy, Elsevier, vol. 159(C), pages 995-1002.
    22. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
    23. Cole, Matthew A., 2006. "Does trade liberalization increase national energy use?," Economics Letters, Elsevier, vol. 92(1), pages 108-112, July.
    24. Lichao Wu & David C. Broadstock, 2015. "Does economic, financial and institutional development matter for renewable energy consumption? Evidence from emerging economies," International Journal of Economic Policy in Emerging Economies, Inderscience Enterprises Ltd, vol. 8(1), pages 20-39.
    25. Qin Fei & Rajah Rasiah & Leow Jia Shen, 2014. "The Clean Energy-Growth Nexus with CO2 Emissions and Technological Innovation in Norway and New Zealand," Energy & Environment, , vol. 25(8), pages 1323-1344, December.
    26. Zhao, Pan & Lu, Zhou & Fang, Jianchun & Paramati, Sudharshan Reddy & Jiang, Kai, 2020. "Determinants of renewable and non-renewable energy demand in China," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 202-209.
    27. Menegaki, Angeliki N., 2011. "Growth and renewable energy in Europe: A random effect model with evidence for neutrality hypothesis," Energy Economics, Elsevier, vol. 33(2), pages 257-263, March.
    28. Sadorsky, Perry, 2009. "Renewable energy consumption and income in emerging economies," Energy Policy, Elsevier, vol. 37(10), pages 4021-4028, October.
    29. Aguirre, Mariana & Ibikunle, Gbenga, 2014. "Determinants of renewable energy growth: A global sample analysis," Energy Policy, Elsevier, vol. 69(C), pages 374-384.
    30. Anton, Sorin Gabriel & Afloarei Nucu, Anca Elena, 2020. "The effect of financial development on renewable energy consumption. A panel data approach," Renewable Energy, Elsevier, vol. 147(P1), pages 330-338.
    31. Adams, Samuel & Klobodu, Edem Kwame Mensah & Apio, Alfred, 2018. "Renewable and non-renewable energy, regime type and economic growth," Renewable Energy, Elsevier, vol. 125(C), pages 755-767.
    32. Zagorchev, Andrey & Vasconcellos, Geraldo & Bae, Youngsoo, 2011. "Financial development, technology, growth and performance: Evidence from the accession to the EU," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(5), pages 743-759.
    33. Sadorsky, Perry, 2011. "Financial development and energy consumption in Central and Eastern European frontier economies," Energy Policy, Elsevier, vol. 39(2), pages 999-1006, February.
    34. Mahamat Hamit-Haggar, 2016. "Clean energy-growth nexus in sub-Saharan Africa: Evidence from cross-sectionally dependent heterogeneous panel with structural breaks," Post-Print halshs-01370190, HAL.
    35. Amri, Fethi, 2017. "Intercourse across economic growth, trade and renewable energy consumption in developing and developed countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 527-534.
    36. Alhassan, Abdulrahman & Naka, Atsuyuki, 2020. "Corporate future investments and stock liquidity: Evidence from emerging markets," International Review of Economics & Finance, Elsevier, vol. 65(C), pages 69-83.
    37. Best, Rohan, 2017. "Switching towards coal or renewable energy? The effects of financial capital on energy transitions," Energy Economics, Elsevier, vol. 63(C), pages 75-83.
    38. Imtiaz Arif; Syeda Wajiha Kazmi; Lubna Khan, 2017. "Relationship between Trade Openness and Energy Consumption in Oil Importing Asian Countries," Journal of Finance and Economics Research, Geist Science, Iqra University, Faculty of Business Administration, vol. 2(1), pages 30-39, March.
    39. Ali M. Kutan & Sudharshan Reddy Paramati & Mallesh Ummalla & Abdulrasheed Zakari, 2018. "Financing Renewable Energy Projects in Major Emerging Market Economies: Evidence in the Perspective of Sustainable Economic Development," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(8), pages 1761-1777, June.
    40. Dogan, Eyup, 2015. "The relationship between economic growth and electricity consumption from renewable and non-renewable sources: A study of Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 534-546.
    41. Kahia, Montassar & Aïssa, Mohamed Safouane Ben & Lanouar, Charfeddine, 2017. "Renewable and non-renewable energy use - economic growth nexus: The case of MENA Net Oil Importing Countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 127-140.
    42. Brini, Riadh & Amara, Mohamed & Jemmali, Hatem, 2017. "Renewable energy consumption, International trade, oil price and economic growth inter-linkages: The case of Tunisia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 620-627.
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