IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v167y2022ics1364032122006761.html
   My bibliography  Save this article

Evaluating and improving social awareness of energy communities through semantic network analysis of online news

Author

Listed:
  • Piselli, C.
  • Fronzetti Colladon, A.
  • Segneri, L.
  • Pisello, A.L.

Abstract

The implementation of energy communities represents a cross-disciplinary phenomenon that has the potential to support the energy transition while fostering citizens' participation throughout the energy system and their exploitation of renewables. An important role is played by online information sources in engaging people in this process and increasing their awareness of associated benefits. In this view, this work analyses online news data on energy communities to understand people's awareness and the media importance of this topic. We use the Semantic Brand Score (SBS) indicator as an innovative measure of semantic importance, combining social network analysis and text mining methods. Results show different importance trends for energy communities and other energy and society-related topics, also allowing the identification of their connections. Our approach gives evidence to information gaps and possible actions that could be taken to promote a low-carbon energy transition.

Suggested Citation

  • Piselli, C. & Fronzetti Colladon, A. & Segneri, L. & Pisello, A.L., 2022. "Evaluating and improving social awareness of energy communities through semantic network analysis of online news," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    • Handle: RePEc:eee:rensus:v:167:y:2022:i:c:s1364032122006761
    DOI: 10.1016/j.rser.2022.112792
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032122006761
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.rser.2022.112792?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. Fronzetti Colladon, Andrea, 2018. "The Semantic Brand Score," Journal of Business Research, Elsevier, vol. 88(C), pages 150-160.
    2. Piselli, Cristina & Salvadori, Giacomo & Diciotti, Lorenzo & Fantozzi, Fabio & Pisello, Anna Laura, 2021. "Assessing users’ willingness-to-engagement towards Net Zero Energy communities in Italy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
    3. Huang, Zishuo & Yu, Hang & Peng, Zhenwei & Feng, Yifu, 2017. "Planning community energy system in the industry 4.0 era: Achievements, challenges and a potential solution," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 710-721.
    4. Fronzetti Colladon, Andrea, 2020. "Forecasting election results by studying brand importance in online news," International Journal of Forecasting, Elsevier, vol. 36(2), pages 414-427.
    5. Scheer, Dirk, 2017. "Communicating energy system modelling to the wider public: An analysis of German media coverage," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1389-1398.
    6. Azarova, Valeriya & Cohen, Jed & Friedl, Christina & Reichl, Johannes, 2019. "Designing local renewable energy communities to increase social acceptance: Evidence from a choice experiment in Austria, Germany, Italy, and Switzerland," Energy Policy, Elsevier, vol. 132(C), pages 1176-1183.
    7. Herbes, Carsten & Rilling, Benedikt & Holstenkamp, Lars, 2021. "Ready for new business models? Human and social capital in the management of renewable energy cooperatives in Germany," Energy Policy, Elsevier, vol. 156(C).
    8. Kevin Lane Keller, 2016. "Reflections on customer-based brand equity: perspectives, progress, and priorities," AMS Review, Springer;Academy of Marketing Science, vol. 6(1), pages 1-16, June.
    9. Lagendijk, Arnoud & Kooij, Henk-Jan & Veenman, Sietske & Oteman, Marieke, 2021. "Noisy monsters or beacons of transition: The framing and social (un)acceptance of Dutch community renewable energy initiatives," Energy Policy, Elsevier, vol. 159(C).
    10. Reinhard Grohs & Karine Raïes & Oliver Koll & Hans Muhlbacher, 2016. "One pie, many recipes : Alternative paths to high brand strength," Post-Print hal-02312233, HAL.
    11. Lowitzsch, J. & Hoicka, C.E. & van Tulder, F.J., 2020. "Renewable energy communities under the 2019 European Clean Energy Package – Governance model for the energy clusters of the future?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 122(C).
    12. Crossley, David J., 1979. "The role of popularization campaigns in energy conservation," Energy Policy, Elsevier, vol. 7(1), pages 57-68, March.
    13. August Wierling & Jan Pedro Zeiss & Veronica Lupi & Chiara Candelise & Alessandro Sciullo & Valeria Jana Schwanitz, 2021. "The Contribution of Energy Communities to the Upscaling of Photovoltaics in Germany and Italy," Energies, MDPI, vol. 14(8), pages 1-16, April.
    14. Nuccio Ludovico & Marc Esteve Del Valle & Franco Ruzzenenti, 2020. "Mapping the Dutch Energy Transition Hyperlink Network," Sustainability, MDPI, vol. 12(18), pages 1-24, September.
    15. Serena Y. Kim & Koushik Ganesan & Princess Dickens & Soumya Panda, 2021. "Public Sentiment toward Solar Energy—Opinion Mining of Twitter Using a Transformer-Based Language Model," Sustainability, MDPI, vol. 13(5), pages 1-19, March.
    16. Sovacool, Benjamin K. & Cabeza, Luisa F. & Pisello, Anna Laura & Colladon, Andrea Fronzetti & Larijani, Hatef Madani & Dawoud, Belal & Martiskainen, Mari, 2021. "Decarbonizing household heating: Reviewing demographics, geography and low-carbon practices and preferences in five European countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 139(C).
    17. Nuccio Ludovico & Federica Dessi & Marino Bonaiuto, 2020. "Stakeholders Mapping for Sustainable Biofuels: An Innovative Procedure Based on Computational Text Analysis and Social Network Analysis," Sustainability, MDPI, vol. 12(24), pages 1-22, December.
    18. Grohs, Reinhard & Raies, Karine & Koll, Oliver & Mühlbacher, Hans, 2016. "One pie, many recipes: Alternative paths to high brand strength," Journal of Business Research, Elsevier, vol. 69(6), pages 2244-2251.
    19. Chiara Candelise & Gianluca Ruggieri, 2020. "Status and Evolution of the Community Energy Sector in Italy," Energies, MDPI, vol. 13(8), pages 1-22, April.
    20. Park, Eunhye & Park, Jinah & Hu, Mingming, 2021. "Tourism demand forecasting with online news data mining," Annals of Tourism Research, Elsevier, vol. 90(C).
    21. Bauwens, Thomas & Schraven, Daan & Drewing, Emily & Radtke, Jörg & Holstenkamp, Lars & Gotchev, Boris & Yildiz, Özgür, 2022. "Conceptualizing community in energy systems: A systematic review of 183 definitions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 156(C).
    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. Di Foggia, Giacomo & Beccarello, Massimo, 2024. "Designing New Energy Markets to Promote Renewables," MPRA Paper 121783, University Library of Munich, Germany.
    2. Vestrelli, Roberto & Fronzetti Colladon, Andrea & Pisello, Anna Laura, 2024. "When attention to climate change matters: The impact of climate risk disclosure on firm market value," Energy Policy, Elsevier, vol. 185(C).
    3. Aparisi-Cerdá, I. & Ribó-Pérez, D. & Gomar-Pascual, J. & Pineda-Soler, J. & Poveda-Bautista, R. & García-Melón, M., 2024. "Assessing gender and climate objectives interactions in urban decarbonisation policies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PA).

    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. Rovelli, Paola & Benedetti, Carlotta & Fronzetti Colladon, Andrea & De Massis, Alfredo, 2022. "As long as you talk about me: The importance of family firm brands and the contingent role of family-firm identity," Journal of Business Research, Elsevier, vol. 139(C), pages 692-700.
    2. A. Fronzetti Colladon & F. Grippa & B. Guardabascio & G. Costante & F. Ravazzolo, 2021. "Forecasting consumer confidence through semantic network analysis of online news," Papers 2105.04900, arXiv.org, revised Jul 2023.
    3. P. Rovelli & C. Benedetti & A. Fronzetti Colladon & A. De Massis, 2021. "As long as you talk about me: The importance of family firm brands and the contingent role of family-firm identity," Papers 2110.13815, arXiv.org.
    4. Myriam Caratù & Valerio Brescia & Ilaria Pigliautile & Paolo Biancone, 2023. "Assessing Energy Communities’ Awareness on Social Media with a Content and Sentiment Analysis," Sustainability, MDPI, vol. 15(8), pages 1-28, April.
    5. Laura Toschi & Elisa Ughetto & Andrea Fronzetti Colladon, 2023. "The identity of social impact venture capitalists: exploring social linguistic positioning and linguistic distinctiveness through text mining," Small Business Economics, Springer, vol. 60(3), pages 1249-1280, March.
    6. Barchiesi, Maria Assunta & Fronzetti Colladon, Andrea, 2021. "Corporate core values and social responsibility: What really matters to whom," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    7. Bernadette Fina & Hubert Fechner, 2021. "Transposition of European Guidelines for Energy Communities into Austrian Law: A Comparison and Discussion of Issues and Positive Aspects," Energies, MDPI, vol. 14(13), pages 1-14, June.
    8. Fronzetti Colladon, Andrea, 2020. "Forecasting election results by studying brand importance in online news," International Journal of Forecasting, Elsevier, vol. 36(2), pages 414-427.
    9. Fronzetti Colladon, Andrea, 2018. "The Semantic Brand Score," Journal of Business Research, Elsevier, vol. 88(C), pages 150-160.
    10. Michael Krug & Maria Rosaria Di Nucci & Matteo Caldera & Elena De Luca, 2022. "Mainstreaming Community Energy: Is the Renewable Energy Directive a Driver for Renewable Energy Communities in Germany and Italy?," Sustainability, MDPI, vol. 14(12), pages 1-24, June.
    11. D'Adamo, Idiano & Mammetti, Marco & Ottaviani, Dario & Ozturk, Ilhan, 2023. "Photovoltaic systems and sustainable communities: New social models for ecological transition. The impact of incentive policies in profitability analyses," Renewable Energy, Elsevier, vol. 202(C), pages 1291-1304.
    12. Mehmet Efe Biresselioglu & Siyami Alp Limoncuoglu & Muhittin Hakan Demir & Johannes Reichl & Katrin Burgstaller & Alessandro Sciullo & Edoardo Ferrero, 2021. "Legal Provisions and Market Conditions for Energy Communities in Austria, Germany, Greece, Italy, Spain, and Turkey: A Comparative Assessment," Sustainability, MDPI, vol. 13(20), pages 1-25, October.
    13. A. Fronzetti Colladon & S. Grassi & F. Ravazzolo & F. Violante, 2020. "Forecasting financial markets with semantic network analysis in the COVID-19 crisis," Papers 2009.04975, arXiv.org, revised Jul 2023.
    14. Jenny Palm, 2021. "The Transposition of Energy Communities into Swedish Regulations: Overview and Critique of Emerging Regulations," Energies, MDPI, vol. 14(16), pages 1-15, August.
    15. Furmankiewicz, Marek & Hewitt, Richard J. & Kazak, Jan K., 2021. "Can rural stakeholders drive the low-carbon transition? Analysis of climate-related activities planned in local development strategies in Poland," Renewable and Sustainable Energy Reviews, Elsevier, vol. 150(C).
    16. Kerscher, Selina & Koirala, Arpan & Arboleya, Pablo, 2024. "Grid-optimal energy community planning from a systems perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).
    17. Dorian Frieden & Andreas Tuerk & Ana Rita Antunes & Vasilakis Athanasios & Alexandros-Georgios Chronis & Stanislas d’Herbemont & Mislav Kirac & Rita Marouço & Camilla Neumann & Esteban Pastor Catalayu, 2021. "Are We on the Right Track? Collective Self-Consumption and Energy Communities in the European Union," Sustainability, MDPI, vol. 13(22), pages 1-26, November.
    18. Kubli, Merla & Puranik, Sanket, 2023. "A typology of business models for energy communities: Current and emerging design options," Renewable and Sustainable Energy Reviews, Elsevier, vol. 176(C).
    19. Vernay, Anne-Lorène & Olsthoorn, Mark & Sebi, Carine & Gauthier, Caroline, 2023. "The identity trap of community renewable energy in France," Energy Policy, Elsevier, vol. 177(C).
    20. Haji Bashi, Mazaher & De Tommasi, Luciano & Le Cam, Andreea & Relaño, Lorena Sánchez & Lyons, Padraig & Mundó, Joana & Pandelieva-Dimova, Ivanka & Schapp, Henrik & Loth-Babut, Karolina & Egger, Christ, 2023. "A review and mapping exercise of energy community regulatory challenges in European member states based on a survey of collective energy actors," Renewable and Sustainable Energy Reviews, Elsevier, vol. 172(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:eee:rensus:v:167:y:2022:i:c:s1364032122006761. 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/600126/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.