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Sustainable Energy Research Trend: A Bibliometric Analysis Using VOSviewer, RStudio Bibliometrix, and CiteSpace Software Tools

Author

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  • Abidin Kemeç

    (Department of Office Services and Secretariat, Karahallı Vocational School, Usak University, Usak 64000, Turkey)

  • Ayşenur Tarakcıoglu Altınay

    (Department of Civil Aviation Transport Management, Civil Aviation Vocatinal High Scholl, Usak University, Campus of Bir Eylul, Usak 64200, Turkey)

Abstract

Purpose: To systematically present the publication trends related to sustainable energy, which is an interdisciplinary concept. Design/methodology/approach: This study performed bibliometric analysis to investigate sustainable energy research between 1980 and 2022 using a sample of 1498 research papers from the Web of Science (WoS) databases, with only published articles on sustainable energy. Findings: A bibliometric analysis reveals trends in sustainable energy research publications, showing sustainable energy as an emerging topic and trends in sustainability and energy research. However, it seems that sustainable energy is still a niche area of study. Within the scope of the study, 2857 publications were included in the analysis. Of the publications included in the analysis, 1498 are articles and 1089 are other publication types. As a result of the analysis, the number of articles on the United Nations’ Sustainable Development Goals and the Paris Agreement has significantly increased since 2015. In 2022, the highest number was reached. It is seen that this finding is related to energy supply security and the reflections of geopolitical risks on it. The keyword “sustainable energy” stands out as the most frequently used keyword. Research limitations/implications: This research analysis is based on data from the Web of Science database only; there will be some shortcomings in the findings. Originality/Value: This research contributes to the field by exploring current developments in the field of sustainable energy, highlighting current gaps in the literature, and recommending future research in this field. The fact that the keywords “sustainable energy”, “renewable energy”, “sustainability”, and “sustainable development” are frequently included in the literature shows that interdisciplinary academic studies in these fields are of great importance.

Suggested Citation

  • Abidin Kemeç & Ayşenur Tarakcıoglu Altınay, 2023. "Sustainable Energy Research Trend: A Bibliometric Analysis Using VOSviewer, RStudio Bibliometrix, and CiteSpace Software Tools," Sustainability, MDPI, vol. 15(4), pages 1-21, February.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:4:p:3618-:d:1070960
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    References listed on IDEAS

    as
    1. Donthu, Naveen & Kumar, Satish & Mukherjee, Debmalya & Pandey, Nitesh & Lim, Weng Marc, 2021. "How to conduct a bibliometric analysis: An overview and guidelines," Journal of Business Research, Elsevier, vol. 133(C), pages 285-296.
    2. Aria, Massimo & Cuccurullo, Corrado, 2017. "bibliometrix: An R-tool for comprehensive science mapping analysis," Journal of Informetrics, Elsevier, vol. 11(4), pages 959-975.
    3. Armin Razmjoo & Mostafa Rezaei & Seyedali Mirjalili & Meysam Majidi Nezhad & Giuseppe Piras, 2021. "Development of Sustainable Energy Use with Attention to Fruitful Policy," Sustainability, MDPI, vol. 13(24), pages 1-17, December.
    4. Ren, Jingzheng & Sovacool, Benjamin K., 2014. "Quantifying, measuring, and strategizing energy security: Determining the most meaningful dimensions and metrics," Energy, Elsevier, vol. 76(C), pages 838-849.
    5. Alberto Benato & Francesco De Vanna & Anna Stoppato, 2022. "Levelling the Photovoltaic Power Profile with the Integrated Energy Storage System," Energies, MDPI, vol. 15(24), pages 1-21, December.
    6. Dzikowski, Piotr, 2018. "A bibliometric analysis of born global firms," Journal of Business Research, Elsevier, vol. 85(C), pages 281-294.
    7. Aleksandra Kuzior & Mariya Sira, 2022. "A Bibliometric Analysis of Blockchain Technology Research Using VOSviewer," Sustainability, MDPI, vol. 14(13), pages 1-15, July.
    8. Su, Chi-Wei & Khan, Khalid & Umar, Muhammad & Zhang, Weike, 2021. "Does renewable energy redefine geopolitical risks?," Energy Policy, Elsevier, vol. 158(C).
    9. Sgouris Sgouridis & Denes Csala, 2014. "A Framework for Defining Sustainable Energy Transitions: Principles, Dynamics, and Implications," Sustainability, MDPI, vol. 6(5), pages 1-22, May.
    10. Angela Köppl & Stefan P. Schleicher, 2018. "What Will Make Energy Systems Sustainable?," Sustainability, MDPI, vol. 10(7), pages 1-13, July.
    11. Jiayang Chen & Ying Kong & Shunyong Yin & Jianjun Xia, 2022. "A Comparative Method for Assessment of Sustainable Energy Development across Regions: An Analysis of 30 Provinces in China," Energies, MDPI, vol. 15(15), pages 1-19, August.
    12. Junjie Li & Wenbo Ma & Xin Dai & Meng Qi & Bangfan Liu, 2022. "China’s Policy Environment’s Development and Path from the Perspective of Policy Sustainability: A Visual Analysis Based on CNKI and WOS," Sustainability, MDPI, vol. 14(24), pages 1-35, December.
    13. Chih-Chun Kung & Bruce A. McCarl, 2018. "Sustainable Energy Development under Climate Change," Sustainability, MDPI, vol. 10(9), pages 1-4, September.
    14. Edwards, P.P. & Kuznetsov, V.L. & David, W.I.F. & Brandon, N.P., 2008. "Hydrogen and fuel cells: Towards a sustainable energy future," Energy Policy, Elsevier, vol. 36(12), pages 4356-4362, December.
    15. Youliang Huang & Qian Huang & Sajid Ali & Xing Zhai & Xiaoming Bi & Renquan Liu, 2016. "Rehabilitation using virtual reality technology: a bibliometric analysis, 1996–2015," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(3), pages 1547-1559, December.
    16. Agnė Žičkienė & Mangirdas Morkunas & Artiom Volkov & Tomas Balezentis & Dalia Streimikiene & Indre Siksnelyte-Butkiene, 2022. "Sustainable Energy Development and Climate Change Mitigation at the Local Level through the Lens of Renewable Energy: Evidence from Lithuanian Case Study," Energies, MDPI, vol. 15(3), pages 1-19, January.
    17. Zakari, Abdulrasheed & Khan, Irfan & Tan, Duojiao & Alvarado, Rafael & Dagar, Vishal, 2022. "Energy efficiency and sustainable development goals (SDGs)," Energy, Elsevier, vol. 239(PE).
    18. Fahad Bin Abdullah & Rizwan Iqbal & Sadique Ahmad & Mohammed A. El-Affendi & Maria Abdullah, 2022. "An Empirical Analysis of Sustainable Energy Security for Energy Policy Recommendations," Sustainability, MDPI, vol. 14(10), pages 1-28, May.
    19. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    20. Peter G. Taylor & Kathleen Abdalla & Roberta Quadrelli & Ivan Vera, 2017. "Better energy indicators for sustainable development," Nature Energy, Nature, vol. 2(8), pages 1-4, August.
    21. Shuit, S.H. & Tan, K.T. & Lee, K.T. & Kamaruddin, A.H., 2009. "Oil palm biomass as a sustainable energy source: A Malaysian case study," Energy, Elsevier, vol. 34(9), pages 1225-1235.
    22. Streimikiene, Dalia & Baležentis, Tomas & Kriščiukaitienė, Irena, 2012. "Promoting interactions between local climate change mitigation, sustainable energy development, and rural development policies in Lithuania," Energy Policy, Elsevier, vol. 50(C), pages 699-710.
    23. Xueli Feng & Zhibin Zhang & Xianfei Chen, 2022. "Paper Analysis of the Relevance of Place Attachment to Environment-Related Behavior: A Systematic Literature Review," Sustainability, MDPI, vol. 14(23), pages 1-16, December.
    24. Syed Abdul Rehman Khan & Yu Zhang & Anil Kumar & Edmundas Zavadskas & Dalia Streimikiene, 2020. "Measuring the impact of renewable energy, public health expenditure, logistics, and environmental performance on sustainable economic growth," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 833-843, July.
    25. Krzysztof Sornek & Karolina Papis-Frączek, 2022. "Development and Tests of the Solar Air Heater with Thermal Energy Storage," Energies, MDPI, vol. 15(18), pages 1-20, September.
    26. Lee, Chien-Chiang & Wang, Chang-song, 2022. "Does natural resources matter for sustainable energy development in China: The role of technological progress," Resources Policy, Elsevier, vol. 79(C).
    27. Abidin KEMEÇ, 2022. "Analysis of Smart City Global Research Trends with Network Map Technique," Management Research and Practice, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 14(2), pages 46-59, June.
    28. Hassan Qudrat-Ullah & Mark McCarthy Akrofi & Aymen Kayal, 2020. "Analyzing Actors’ Engagement in Sustainable Energy Planning at the Local Level in Ghana: An Empirical Study," Energies, MDPI, vol. 13(8), pages 1-20, April.
    29. Junwen Zhu & Weishu Liu, 2020. "A tale of two databases: the use of Web of Science and Scopus in academic papers," Scientometrics, Springer;Akadémiai Kiadó, vol. 123(1), pages 321-335, April.
    30. Dalia Streimikiene, 2005. "Indicators for sustainable energy development in Lithuania," Natural Resources Forum, Blackwell Publishing, vol. 29(4), pages 322-333, November.
    31. Vera, Ivan & Langlois, Lucille, 2007. "Energy indicators for sustainable development," Energy, Elsevier, vol. 32(6), pages 875-882.
    32. AkpInar, Adem & Kömürcü, Murat Ihsan & Kankal, Murat & Özölçer, Ismail HakkI & Kaygusuz, Kamil, 2008. "Energy situation and renewables in Turkey and environmental effects of energy use," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(8), pages 2013-2039, October.
    33. Jinesh Jain & Nidhi Walia & Simarjeet Singh & Esha Jain, 2022. "Mapping the field of behavioural biases: a literature review using bibliometric analysis," Management Review Quarterly, Springer, vol. 72(3), pages 823-855, September.
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