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The Morphology and Differentiation of the Content of International Debate on Renewable Energy. A Bibliometric Analysis of Web of Science, Scopus, and Twitter

Author

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  • Katarzyna Sanak-Kosmowska

    (Department of Marketing, Cracow University of Economics, 31-510 Cracow, Poland)

  • Jan W. Wiktor

    (Department of Marketing, Cracow University of Economics, 31-510 Cracow, Poland)

Abstract

This paper aims to identify a bibliometric profile, presenting the results of research and debates in social media on renewable energy sources (RES). It analyses current scientific publications (2019–2021) and tweets posted in July 2021 by international Twitter users. The subject of the study is an analysis of key words in articles, the results of research, and the content of tweets (hashtags #renewables) related to renewable energy (RE) as well as an assessment of the morphology of content and the degree of its differentiation in the analysed data resources. The conducted analysis facilitates an assessment of similarities of key words in scientific papers and the content of debates in social media—on Twitter, a global platform. In its methodological dimension, the work is based on a bibliometric analysis (articles in both bases) and the analysis of Twitter data. This methodological approach allows for identifying the main trend, profile, and bibliometric characteristics of scientific papers representing two streams of information: articles in bases and the content (hashtags) of authentic and unguided international debates on Twitter. The focus on this platform results from a great popularity of social media as a platform for social debate, expressing comments and opinions and providing an opportunity to gain understanding of social, cultural, and environmental issues related to renewable energy sources from the perspective of social media participants. The objective of the paper and the proposed methodological approach relates to a knowledge gap in the area of renewable energy, and, more specifically, climate change and sustainable development.

Suggested Citation

  • Katarzyna Sanak-Kosmowska & Jan W. Wiktor, 2021. "The Morphology and Differentiation of the Content of International Debate on Renewable Energy. A Bibliometric Analysis of Web of Science, Scopus, and Twitter," Energies, MDPI, vol. 14(21), pages 1-23, October.
    • Handle: RePEc:gam:jeners:v:14:y:2021:i:21:p:7094-:d:668660
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    as
    1. Scarpa, Riccardo & Willis, Ken, 2010. "Willingness-to-pay for renewable energy: Primary and discretionary choice of British households' for micro-generation technologies," Energy Economics, Elsevier, vol. 32(1), pages 129-136, January.
    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. He, Li & Zhang, Shiyue & Chen, Yizhong & Ren, Lixia & Li, Jing, 2018. "Techno-economic potential of a renewable energy-based microgrid system for a sustainable large-scale residential community in Beijing, China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 631-641.
    4. Drew Shindell & Greg Faluvegi & Karl Seltzer & Cary Shindell, 2018. "Quantified, localized health benefits of accelerated carbon dioxide emissions reductions," Nature Climate Change, Nature, vol. 8(4), pages 291-295, April.
    5. Dan M. Kahan & Ellen Peters & Maggie Wittlin & Paul Slovic & Lisa Larrimore Ouellette & Donald Braman & Gregory Mandel, 2012. "The polarizing impact of science literacy and numeracy on perceived climate change risks," Nature Climate Change, Nature, vol. 2(10), pages 732-735, October.
    6. David E. H. J. Gernaat & Harmen Sytze Boer & Vassilis Daioglou & Seleshi G. Yalew & Christoph Müller & Detlef P. Vuuren, 2021. "Climate change impacts on renewable energy supply," Nature Climate Change, Nature, vol. 11(2), pages 119-125, February.
    7. Dalia Streimikiene & Grigorios L. Kyriakopoulos & Vidas Lekavicius & Indre Siksnelyte-Butkiene, 2021. "Energy Poverty and Low Carbon Just Energy Transition: Comparative Study in Lithuania and Greece," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(1), pages 319-371, November.
    8. Zofia Gródek-Szostak & Marcin Suder & Rafał Kusa & Anna Szeląg-Sikora & Joanna Duda & Marcin Niemiec, 2020. "Renewable Energy Promotion Instruments Used by Innovation Brokers in a Technology Transfer Network. Case Study of the Enterprise Europe Network," Energies, MDPI, vol. 13(21), pages 1-13, November.
    9. Katarzyna Grzybowska, 2021. "Identification and Classification of Global Theoretical Trends and Supply Chain Development Directions," Energies, MDPI, vol. 14(15), pages 1-19, July.
    10. Haas, Reinhard & Panzer, Christian & Resch, Gustav & Ragwitz, Mario & Reece, Gemma & Held, Anne, 2011. "A historical review of promotion strategies for electricity from renewable energy sources in EU countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(2), pages 1003-1034, February.
    11. Carmen de la Cruz-Lovera & Alberto-Jesus Perea-Moreno & José Luis de la Cruz-Fernández & Francisco G. Montoya & Alfredo Alcayde & Francisco Manzano-Agugliaro, 2019. "Analysis of Research Topics and Scientific Collaborations in Energy Saving Using Bibliometric Techniques and Community Detection," Energies, MDPI, vol. 12(10), pages 1-23, May.
    12. 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.
    13. Mao, Guozhu & Liu, Xi & Du, Huibin & Zuo, Jian & Wang, Linyuan, 2015. "Way forward for alternative energy research: A bibliometric analysis during 1994–2013," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 276-286.
    14. Yu, Hao & Wei, Yi-Ming & Tang, Bao-Jun & Mi, Zhifu & Pan, Su-Yan, 2016. "Assessment on the research trend of low-carbon energy technology investment: A bibliometric analysis," Applied Energy, Elsevier, vol. 184(C), pages 960-970.
    15. Barrett, Adam B., 2018. "Stability of Zero-growth Economics Analysed with a Minskyan Model," Ecological Economics, Elsevier, vol. 146(C), pages 228-239.
    16. Daniel A. Chapman & Brian Lickel & Ezra M. Markowitz, 2017. "Reassessing emotion in climate change communication," Nature Climate Change, Nature, vol. 7(12), pages 850-852, December.
    17. Harjanne, Atte & Korhonen, Janne M., 2019. "Abandoning the concept of renewable energy," Energy Policy, Elsevier, vol. 127(C), pages 330-340.
    18. Sanderink, Lisa & Nasiritousi, Naghmeh, 2020. "How institutional interactions can strengthen effectiveness: The case of multi-stakeholder partnerships for renewable energy," Energy Policy, Elsevier, vol. 141(C).
    19. Theodoros Anagnostopoulos & Grigorios L. Kyriakopoulos & Stamatios Ntanos & Eleni Gkika & Sofia Asonitou, 2020. "Intelligent Predictive Analytics for Sustainable Business Investment in Renewable Energy Sources," Sustainability, MDPI, vol. 12(7), pages 1-11, April.
    20. Chen, Hua-Qi & Wang, Xiuping & He, Li & Chen, Ping & Wan, Yuehua & Yang, Lingyun & Jiang, Shuian, 2016. "Chinese energy and fuels research priorities and trend: A bibliometric analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 966-975.
    21. Andrzej Lis & Agata Sudolska & Ilona Pietryka & Adam Kozakiewicz, 2020. "Cloud Computing and Energy Efficiency: Mapping the Thematic Structure of Research," Energies, MDPI, vol. 13(16), pages 1-21, August.
    22. Joeri Rogelj & Michel den Elzen & Niklas Höhne & Taryn Fransen & Hanna Fekete & Harald Winkler & Roberto Schaeffer & Fu Sha & Keywan Riahi & Malte Meinshausen, 2016. "Paris Agreement climate proposals need a boost to keep warming well below 2 °C," Nature, Nature, vol. 534(7609), pages 631-639, June.
    23. Potrč, Sanja & Čuček, Lidija & Martin, Mariano & Kravanja, Zdravko, 2021. "Sustainable renewable energy supply networks optimization – The gradual transition to a renewable energy system within the European Union by 2050," Renewable and Sustainable Energy Reviews, Elsevier, vol. 146(C).
    24. Ciechanowski, Leon & Jemielniak, Dariusz & Gloor, Peter A., 2020. "TUTORIAL: AI research without coding: The art of fighting without fighting: Data science for qualitative researchers," Journal of Business Research, Elsevier, vol. 117(C), pages 322-330.
    25. Cynthia Chew & Gunther Eysenbach, 2010. "Pandemics in the Age of Twitter: Content Analysis of Tweets during the 2009 H1N1 Outbreak," PLOS ONE, Public Library of Science, vol. 5(11), pages 1-13, November.
    26. Giovanni Ferrari & Andrea Pezzuolo & Abdul-Sattar Nizami & Francesco Marinello, 2020. "Bibliometric Analysis of Trends in Biomass for Bioenergy Research," Energies, MDPI, vol. 13(14), pages 1-21, July.
    27. Wang, Yuan & Lai, Nan & Zuo, Jian & Chen, Guanyi & Du, Huibin, 2016. "Characteristics and trends of research on waste-to-energy incineration: A bibliometric analysis, 1999–2015," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 95-104.
    28. Mario Ragwitz & Simone Steinhilber, 2014. "Effectiveness and efficiency of support schemes for electricity from renewable energy sources," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 3(2), pages 213-229, March.
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