IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v366y2024ics030626192400669x.html
   My bibliography  Save this article

Accelerating renewables: Unveiling the role of green energy markets

Author

Listed:
  • Rao, Amar
  • Kumar, Satish
  • Karim, Sitara

Abstract

The innovative local grey forecasting model for energy production prediction emerges as a pivotal tool in the shift towards renewable energy, embodying the essence of adaptability and precision for the urgent need for sustainable solutions. The integration of such forecasting models is imperative for comprehending the complexities of energy production and market dynamics, ultimately facilitating a seamless transition to a sustainable energy future. Given this, the current study investigates the connections between renewable energy consumption and its determinants, focusing on the role of green energy markets across 12 countries from 2003 to 2021. Employing a novel quantile regression approach, this study analyzes the impact of green energy markets, GDP per capita, urban population, and environmental policies on renewable energy consumption, introducing a renewable energy consumption index for novel insights. Rooted in grey system theory, this study offers a unique approach to predicting energy outputs, crucial for guiding the strategic decisions in green energy markets. The quantile regression analysis reveals that green energy markets have a differential impact on renewable energy consumption whereas Renewable Energy Installed Capacity positively affects renewable energy consumption across all quantiles. Environmental Stringency Policies consistently show a negative impact across all quantiles. By providing reliable predictions of energy production, these findings empower policymakers, investors, and operators to make strategic, data-driven decisions that align with the fluctuating demands of the market and the overarching goals of sustainability and environmental stewardship.

Suggested Citation

  • Rao, Amar & Kumar, Satish & Karim, Sitara, 2024. "Accelerating renewables: Unveiling the role of green energy markets," Applied Energy, Elsevier, vol. 366(C).
  • Handle: RePEc:eee:appene:v:366:y:2024:i:c:s030626192400669x
    DOI: 10.1016/j.apenergy.2024.123286
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S030626192400669X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2024.123286?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Florian Egli & Bjarne Steffen & Tobias S. Schmidt, 2018. "A dynamic analysis of financing conditions for renewable energy technologies," Nature Energy, Nature, vol. 3(12), pages 1084-1092, December.
    2. Hammoudeh, Shawkat & Ajmi, Ahdi Noomen & Mokni, Khaled, 2020. "Relationship between green bonds and financial and environmental variables: A novel time-varying causality," Energy Economics, Elsevier, vol. 92(C).
    3. Conor Sweeney & Ricardo J. Bessa & Jethro Browell & Pierre Pinson, 2020. "The future of forecasting for renewable energy," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 9(2), March.
    4. Farzan Yahya & Muhammad Rafiq, 2020. "Brownfield, greenfield, and renewable energy consumption: Moderating role of effective governance," Energy & Environment, , vol. 31(3), pages 405-423, May.
    5. Stefan Ćetković & Aron Buzogány, 2016. "Varieties of capitalism and clean energy transitions in the European Union: When renewable energy hits different economic logics," Climate Policy, Taylor & Francis Journals, vol. 16(5), pages 642-657, July.
    6. Ahmad, Tanveer & Madonski, Rafal & Zhang, Dongdong & Huang, Chao & Mujeeb, Asad, 2022. "Data-driven probabilistic machine learning in sustainable smart energy/smart energy systems: Key developments, challenges, and future research opportunities in the context of smart grid paradigm," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).
    7. Zhao, Yong & Tang, Kam Ki & Wang, Li-li, 2013. "Do renewable electricity policies promote renewable electricity generation? Evidence from panel data," Energy Policy, Elsevier, vol. 62(C), pages 887-897.
    8. Stamatios Ntanos & Michalis Skordoulis & Grigorios Kyriakopoulos & Garyfallos Arabatzis & Miltiadis Chalikias & Spyros Galatsidas & Athanasios Batzios & Apostolia Katsarou, 2018. "Renewable Energy and Economic Growth: Evidence from European Countries," Sustainability, MDPI, vol. 10(8), pages 1-13, July.
    9. Joakim Westerlund & David L. Edgerton, 2008. "A Simple Test for Cointegration in Dependent Panels with Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(5), pages 665-704, October.
    10. Zhu, Huiming & Guo, Yawei & You, Wanhai & Xu, Yaqin, 2016. "The heterogeneity dependence between crude oil price changes and industry stock market returns in China: Evidence from a quantile regression approach," Energy Economics, Elsevier, vol. 55(C), pages 30-41.
    11. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    12. María-José Prados & Marta Pallarès-Blanch & Ramón García-Marín & Carolina del Valle, 2021. "Renewable Energy Plants and Business Models: A New Rural Development Perspective," Energies, MDPI, vol. 14(17), pages 1-19, September.
    13. Jingyan Fu & Artie W. Ng, 2021. "Scaling up Renewable Energy Assets: Issuing Green Bond via Structured Public-Private Collaboration for Managing Risk in an Emerging Economy," Energies, MDPI, vol. 14(11), pages 1-16, May.
    14. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    15. He, Qianchuan & Kong, Linglong & Wang, Yanhua & Wang, Sijian & Chan, Timothy A. & Holland, Eric, 2016. "Regularized quantile regression under heterogeneous sparsity with application to quantitative genetic traits," Computational Statistics & Data Analysis, Elsevier, vol. 95(C), pages 222-239.
    16. Tu, Qiang & Mo, Jianlei & Liu, Zhuoran & Gong, Chunxu & Fan, Ying, 2021. "Using green finance to counteract the adverse effects of COVID-19 pandemic on renewable energy investment-The case of offshore wind power in China," Energy Policy, Elsevier, vol. 158(C).
    17. Yunpeng Sun & Qun Bao & Farhad Taghizadeh-Hesary, 2023. "Green finance, renewable energy development, and climate change: evidence from regions of China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-8, December.
    18. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    19. M. Hashem Pesaran & Aman Ullah & Takashi Yamagata, 2008. "A bias-adjusted LM test of error cross-section independence," Econometrics Journal, Royal Economic Society, vol. 11(1), pages 105-127, March.
    20. Wiesław Musiał & Monika Zioło & Lidia Luty & Kamila Musiał, 2021. "Energy Policy of European Union Member States in the Context of Renewable Energy Sources Development," Energies, MDPI, vol. 14(10), pages 1-20, May.
    21. Paul E. Brockway & Anne Owen & Lina I. Brand-Correa & Lukas Hardt, 2019. "Estimation of global final-stage energy-return-on-investment for fossil fuels with comparison to renewable energy sources," Nature Energy, Nature, vol. 4(7), pages 612-621, July.
    22. Hasan Dinçer & Serhat Yüksel & Tamer Aksoy & Ümit Hacıoğlu, 2022. "Application of M-SWARA and TOPSIS Methods in the Evaluation of Investment Alternatives of Microgeneration Energy Technologies," Sustainability, MDPI, vol. 14(10), pages 1-16, May.
    23. He, Lingyun & Liu, Rongyan & Zhong, Zhangqi & Wang, Deqing & Xia, Yufei, 2019. "Can green financial development promote renewable energy investment efficiency? A consideration of bank credit," Renewable Energy, Elsevier, vol. 143(C), pages 974-984.
    24. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    25. Bufan Zhang & Yifeng Wang, 2021. "The Effect of Green Finance on Energy Sustainable Development: A Case Study in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(12), pages 3435-3454, September.
    26. Kalogirou, Soteris A., 2003. "The energy subsidisation policies of Cyprus and their effect on renewable energy systems economics," Renewable Energy, Elsevier, vol. 28(11), pages 1711-1728.
    27. David McCollum & Volker Krey & Keywan Riahi & Peter Kolp & Arnulf Grubler & Marek Makowski & Nebojsa Nakicenovic, 2013. "Climate policies can help resolve energy security and air pollution challenges," Climatic Change, Springer, vol. 119(2), pages 479-494, July.
    28. Zheng, Shiming & Yi, Hongtao & Li, Hui, 2015. "The impacts of provincial energy and environmental policies on air pollution control in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 386-394.
    29. Sattar, Faisal & Ghosh, Sudipta & Isbeih, Younes J. & El Moursi, Mohamed Shawky & Al Durra, Ahmed & El Fouly, Tarek H.M., 2024. "A predictive tool for power system operators to ensure frequency stability for power grids with renewable energy integration," Applied Energy, Elsevier, vol. 353(PB).
    30. Daniel Ştefan Armeanu & Georgeta Vintilă & Ştefan Cristian Gherghina, 2017. "Does Renewable Energy Drive Sustainable Economic Growth? Multivariate Panel Data Evidence for EU-28 Countries," Energies, MDPI, vol. 10(3), pages 1-21, March.
    31. Bekun, Festus Victor, 2024. "Race to carbon neutrality in South Africa: What role does environmental technological innovation play?," Applied Energy, Elsevier, vol. 354(PA).
    32. Sadorsky, Perry, 2009. "Renewable energy consumption, CO2 emissions and oil prices in the G7 countries," Energy Economics, Elsevier, vol. 31(3), pages 456-462, May.
    33. Serhiy Lyeonov & Tetyana Pimonenko & Yuriy Bilan & Dalia Štreimikienė & Grzegorz Mentel, 2019. "Assessment of Green Investments’ Impact on Sustainable Development: Linking Gross Domestic Product Per Capita, Greenhouse Gas Emissions and Renewable Energy," Energies, MDPI, vol. 12(20), pages 1-12, October.
    34. Shi, Xinjie & Wang, Jianzhou & Zhang, Bochen, 2024. "A fuzzy time series forecasting model with both accuracy and interpretability is used to forecast wind power," Applied Energy, Elsevier, vol. 353(PA).
    35. Jia Liu & Jizu Li & Xilong Yao, 2019. "The Economic Effects of the Development of the Renewable Energy Industry in China," Energies, MDPI, vol. 12(9), pages 1-18, May.
    36. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    37. Blomquist, Johan & Westerlund, Joakim, 2013. "Testing slope homogeneity in large panels with serial correlation," Economics Letters, Elsevier, vol. 121(3), pages 374-378.
    38. Neij, Lena, 1997. "Use of experience curves to analyse the prospects for diffusion and adoption of renewable energy technology," Energy Policy, Elsevier, vol. 25(13), pages 1099-1107, November.
    39. Sawyer, Stephen W. & Wirtshafter, Robert M., 1984. "Market stimulation by renewable energy tax incentives," Energy, Elsevier, vol. 9(11), pages 1017-1022.
    40. Yang, Zheng & Zhan, Jinyan, 2024. "Examining the multiple impacts of renewable energy development on redefined energy security in China: A panel quantile regression approach," Renewable Energy, Elsevier, vol. 221(C).
    41. Li, Rongrong & Wang, Qiang & Li, Lejia & Hu, Sailan, 2023. "Do natural resource rent and corruption governance reshape the environmental Kuznets curve for ecological footprint? Evidence from 158 countries," Resources Policy, Elsevier, vol. 85(PB).
    42. Liu, Gang, 2014. "Development of a general sustainability indicator for renewable energy systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 611-621.
    43. Drew Shindell & Christopher J. Smith, 2019. "Climate and air-quality benefits of a realistic phase-out of fossil fuels," Nature, Nature, vol. 573(7774), pages 408-411, September.
    44. Xi Chen & Zhigang Chen, 2021. "Can Green Finance Development Reduce Carbon Emissions? Empirical Evidence from 30 Chinese Provinces," Sustainability, MDPI, vol. 13(21), pages 1-18, November.
    45. Anca Mehedintu & Georgeta Soava & Mihaela Sterpu & Eugenia Grecu, 2021. "Evolution and Forecasting of the Renewable Energy Consumption in the Frame of Sustainable Development: EU vs. Romania," Sustainability, MDPI, vol. 13(18), pages 1-30, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yilmaz Bayar & Marius Dan Gavriletea, 2019. "Energy efficiency, renewable energy, economic growth: evidence from emerging market economies," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(4), pages 2221-2234, July.
    2. Schneider, Nicolas & Strielkowski, Wadim, 2023. "Modelling the unit root properties of electricity data—A general note on time-domain applications," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 618(C).
    3. Huaping Sun & Love Enna & Augustine Monney & Dang Khoa Tran & Ehsan Rasoulinezhad & Farhad Taghizadeh-Hesary, 2020. "The Long-Run Effects of Trade Openness on Carbon Emissions in Sub-Saharan African Countries," Energies, MDPI, vol. 13(20), pages 1-18, October.
    4. Gamze Sart & Yilmaz Bayar & Adrian-Gabriel Corpădean & Marius Dan Gavriletea, 2022. "Impact of ICT and Globalization on Educational Attainment: Evidence from the New EU Member States," Sustainability, MDPI, vol. 14(5), pages 1-13, March.
    5. Yilmaz Bayar & Marius Dan Gavriletea & Stefan Sauer & Dragos Paun, 2021. "Impact of Municipal Waste Recycling and Renewable Energy Consumption on CO 2 Emissions across the European Union (EU) Member Countries," Sustainability, MDPI, vol. 13(2), pages 1-12, January.
    6. Qamruzzaman, Md, 2022. "Nexus between renewable energy, foreign direct investment, and agro-productivity: The mediating role of carbon emission," Renewable Energy, Elsevier, vol. 184(C), pages 526-540.
    7. Francisco García-Lillo & Eduardo Sánchez-García & Bartolomé Marco-Lajara & Pedro Seva-Larrosa, 2023. "Renewable Energies and Sustainable Development: A Bibliometric Overview," Energies, MDPI, vol. 16(3), pages 1-22, January.
    8. Yilmaz Bayar & Marius Dan Gavriletea, 2018. "Foreign Direct Investment Inflows and Financial Development in Central and Eastern European Union Countries: A Panel Cointegration and Causality," IJFS, MDPI, vol. 6(2), pages 1-13, May.
    9. Irandoust, Manuchehr, 2019. "On the relation between exchange rates and tourism demand: A nonlinear and asymmetric analysis," The Journal of Economic Asymmetries, Elsevier, vol. 20(C).
    10. Khan, Muhammad Tariq Iqbal & Yaseen, Muhammad Rizwan & Ali, Qamar, 2019. "Nexus between financial development, tourism, renewable energy, and greenhouse gas emission in high-income countries: A continent-wise analysis," Energy Economics, Elsevier, vol. 83(C), pages 293-310.
    11. Chi, Meiqing & Muhammad, Sulaman & Khan, Zeeshan & Ali, Shahid & Li, Rita Yi Man, 2021. "Is centralization killing innovation? The success story of technological innovation in fiscally decentralized countries," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    12. Tiwari, Sunil & Si Mohammed, Kamel & Guesmi, Khaled, 2023. "A way forward to end energy poverty in China: Role of carbon-cutting targets and net-zero commitments," Energy Policy, Elsevier, vol. 180(C).
    13. Lin, Renzao & Wang, Zhe & Gao, Chunjiao, 2023. "Re-examining resources taxes and sustainable financial expansion: An empirical evidence of novel panel methods for China's provincial data," Resources Policy, Elsevier, vol. 80(C).
    14. Kassouri, Yacouba & Altuntaş, Mehmet & Alola, Andrew Adewale, 2022. "The contributory capacity of natural capital to energy transition in the European Union," Renewable Energy, Elsevier, vol. 190(C), pages 617-629.
    15. Betul Gur, 2020. "The Effect of Foreign Trade on Innovation: The Case of Brics-T Countries," EconWorld Working Papers 20003, WERI-World Economic Research Institute, revised May 2020.
    16. Ali, Qamar & Yaseen, Muhammad Rizwan & Anwar, Sofia & Makhdum, Muhammad Sohail Amjad & Khan, Muhammad Tariq Iqbal, 2021. "The impact of tourism, renewable energy, and economic growth on ecological footprint and natural resources: A panel data analysis," Resources Policy, Elsevier, vol. 74(C).
    17. Aytun, Cengiz & Erdogan, Sinan & Pata, Ugur Korkut & Cengiz, Orhan, 2024. "Associating environmental quality, human capital, financial development and technological innovation in 19 middle-income countries: A disaggregated ecological footprint approach," Technology in Society, Elsevier, vol. 76(C).
    18. Bayar, Yilmaz, 2016. "Economic Freedom and Unemployment in Emerging Market Economies," Review of Applied Socio-Economic Research, Pro Global Science Association, vol. 11(1), pages 5-12, June.
    19. Sevgi SEZER, 2017. "The effects of real exchange rates and income on the trade balance: A second generation panel data analysis for transition economies and Turkey," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(2(611), S), pages 171-186, Summer.
    20. Yilmaz Bayar & Rita Remeikienė & Gamze Sart, 2024. "ICT Penetration and Human Development: Empirical Evidence from the EU Transition Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 2422-2438, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:appene:v:366:y:2024:i:c:s030626192400669x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.