IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i4p3618-d1070960.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/4/3618/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/15/4/3618/
    Download Restriction: no
    ---><---

    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Silva, Thiago Christiano & Braz, Tercio & Tabak, Benjamin Miranda, 2024. "Mapping the landscape of energy markets research: A bibliometric analysis and predictive assessment using machine learning," Energy Economics, Elsevier, vol. 136(C).
    2. Armenia Androniceanu & Cristina Veith & Ștefan Alexandru Ionescu & Paul Marinescu & Alexandra Georgiana Sima & Alexandru Paru, 2024. "Shaping Sustainable Futures: Public Policies and Renewable Energy Insights Based on Global Bibliometric Analysis," Sustainability, MDPI, vol. 16(12), pages 1-24, June.
    3. Paweł Kut & Katarzyna Pietrucha-Urbanik & Martina Zeleňáková, 2024. "Assessing the Role of Hydrogen in Sustainable Energy Futures: A Comprehensive Bibliometric Analysis of Research and International Collaborations in Energy and Environmental Engineering," Energies, MDPI, vol. 17(8), pages 1-26, April.
    4. Lin Hu & Qinghai Chen & Tingting Yang & Chuanjian Yi & Jing Chen, 2024. "Visualization and Analysis of Hotspots and Trends in Seafood Cold Chain Logistics Based on CiteSpace, VOSviewer, and RStudio Bibliometrix," Sustainability, MDPI, vol. 16(15), pages 1-22, July.
    5. Ionuț Nica & Irina Georgescu & Nora Chiriță, 2024. "Simulation and Modelling as Catalysts for Renewable Energy: A Bibliometric Analysis of Global Research Trends," Energies, MDPI, vol. 17(13), pages 1-32, June.
    6. Ye-Zhi Liu & Wen-Min Lu & Phung Phi Tran & Thanh Anh Khoa Pham, 2024. "Sustainable Energy and Semiconductors: A Bibliometric Investigation," Sustainability, MDPI, vol. 16(15), pages 1-19, July.
    7. Paweł Kut & Katarzyna Pietrucha-Urbanik, 2024. "Bibliometric Analysis of Multi-Criteria Decision-Making (MCDM) Methods in Environmental and Energy Engineering Using CiteSpace Software: Identification of Key Research Trends and Patterns of Internati," Energies, MDPI, vol. 17(16), pages 1-27, August.
    8. Bartolomé Marco-Lajara & Javier Martínez-Falcó & Eduardo Sánchez-García & Luis A. Millan-Tudela, 2023. "Analyzing the Role of Renewable Energy in Meeting the Sustainable Development Goals: A Bibliometric Analysis," Energies, MDPI, vol. 16(7), pages 1-22, March.

    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. 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.
    2. Dušan Nikolić & Dragan Ivanović & Lidija Ivanović, 2024. "An open-source tool for merging data from multiple citation databases," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(7), pages 4573-4595, July.
    3. 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).
    4. Gricelda Herrera-Franco & Néstor Montalván-Burbano & Carlos Mora-Frank & Lady Bravo-Montero, 2021. "Scientific Research in Ecuador: A Bibliometric Analysis," Publications, MDPI, vol. 9(4), pages 1-34, December.
    5. Lingjie Tang & Chang’an Zhang, 2023. "Global Research on International Students’ Intercultural Adaptation in a Foreign Context: A Visualized Bibliometric Analysis of the Scientific Landscape," SAGE Open, , vol. 13(4), pages 21582440231, December.
    6. Armenia Androniceanu & Cristina Veith & Ștefan Alexandru Ionescu & Paul Marinescu & Alexandra Georgiana Sima & Alexandru Paru, 2024. "Shaping Sustainable Futures: Public Policies and Renewable Energy Insights Based on Global Bibliometric Analysis," Sustainability, MDPI, vol. 16(12), pages 1-24, June.
    7. Saumyaranjan Sahoo & Satish Kumar & Uthayasankar Sivarajah & Weng Marc Lim & J. Christopher Westland & Ashwani Kumar, 2024. "Blockchain for sustainable supply chain management: trends and ways forward," Electronic Commerce Research, Springer, vol. 24(3), pages 1563-1618, September.
    8. Juan F. Prados-Castillo & Miguel Ángel Solano-Sánchez & Pilar Guaita Fernández & José Manuel Guaita Martínez, 2023. "Potential of the Crypto Economy in Financial Management and Fundraising for Tourism," Sustainability, MDPI, vol. 15(6), pages 1-15, March.
    9. Shuangqing Sheng & Wei Song & Hua Lian & Lei Ning, 2022. "Review of Urban Land Management Based on Bibliometrics," Land, MDPI, vol. 11(11), pages 1-25, November.
    10. Gour Gobinda Goswami & Tahmid Labib, 2022. "Modeling COVID-19 Transmission Dynamics: A Bibliometric Review," IJERPH, MDPI, vol. 19(21), pages 1-19, October.
    11. Lin Hu & Qinghai Chen & Tingting Yang & Chuanjian Yi & Jing Chen, 2024. "Visualization and Analysis of Hotspots and Trends in Seafood Cold Chain Logistics Based on CiteSpace, VOSviewer, and RStudio Bibliometrix," Sustainability, MDPI, vol. 16(15), pages 1-22, July.
    12. Jin Su & Mo Wang & Mohd Adib Mohammad Razi & Norlida Mohd Dom & Noralfishah Sulaiman & Lai-Wai Tan, 2023. "A Bibliometric Review of Nature-Based Solutions on Urban Stormwater Management," Sustainability, MDPI, vol. 15(9), pages 1-23, April.
    13. Khan, Ashraf & Goodell, John W. & Hassan, M. Kabir & Paltrinieri, Andrea, 2022. "A bibliometric review of finance bibliometric papers," Finance Research Letters, Elsevier, vol. 47(PA).
    14. Zamani, Mehdi & Yalcin, Haydar & Naeini, Ali Bonyadi & Zeba, Gordana & Daim, Tugrul U, 2022. "Developing metrics for emerging technologies: identification and assessment," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    15. Weisheng Chiu & Thomas Chun Man Fan & Sang-Back Nam & Ping-Hung Sun, 2021. "Knowledge Mapping and Sustainable Development of eSports Research: A Bibliometric and Visualized Analysis," Sustainability, MDPI, vol. 13(18), pages 1-17, September.
    16. Dharmani, Pranav & Das, Satyasiba & Prashar, Sanjeev, 2021. "A bibliometric analysis of creative industries: Current trends and future directions," Journal of Business Research, Elsevier, vol. 135(C), pages 252-267.
    17. Mbarki, Imen & Khan, Muhammad Arif & Karim, Sitara & Paltrinieri, Andrea & Lucey, Brian M., 2023. "Unveiling commodities-financial markets intersections from a bibliometric perspective," Resources Policy, Elsevier, vol. 83(C).
    18. Huixin Wang & Jing Xie & Shixian Luo & Duy Thong Ta & Qian Wang & Jiao Zhang & Daer Su & Katsunori Furuya, 2023. "Exploring the Interplay between Landscape Planning and Human Well-Being: A Scientometric Review," Land, MDPI, vol. 12(7), pages 1-24, June.
    19. Faisal Bin Sulaiman, 2023. "Compact City: What Is the Extent of Our Exploration for Its Meanings? A Systematic Review," Sustainability, MDPI, vol. 15(13), pages 1-22, June.
    20. Sharma, Wamika & Lim, Weng Marc & Kumar, Satish & Verma, Aastha & Kumra, Rajeev, 2024. "Game on! A state-of-the-art overview of doing business with gamification," Technological Forecasting and Social Change, Elsevier, vol. 198(C).

    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:gam:jsusta:v:15:y:2023:i:4:p:3618-:d:1070960. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.