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Assessing Energy Communities’ Awareness on Social Media with a Content and Sentiment Analysis

Author

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  • Myriam Caratù

    (Faculty of Economics, Università degli Studi Internazionali di Roma, 00147 Roma, Italy)

  • Valerio Brescia

    (Department of Management, University of Turin, 10134 Torino, Italy
    Management Department, University of Social Sciences, 90-113 Lodz, Poland)

  • Ilaria Pigliautile

    (Department of Engineering, University of Perugia, 06125 Perugia, Italy)

  • Paolo Biancone

    (Department of Management, University of Turin, 10134 Torino, Italy)

Abstract

The development of energy communities has the potential to support the energy transition owing to the direct engagement of people who have the chance to become “prosumers” of energy. In properly explaining the benefits that this phenomenon can give to the population, a key set of channels is represented by social media, which can hit the target of citizens who have the budget to join the energy communities and can also “nurture” younger generations. In this view, the present work analyzes the performance of the topic “energy communities” on the main social media in order to understand people’s awareness of its benefits and to assess the societal awareness of this topic in terms of engagement and positive sentiment. The analysis conducted first concerned the definitions and conceptualization of energy communities of academics and practitioners, completed through a content analysis; we then focused on the fallout of these themes on social media and on its engagement (to understand if it was capable of generating a positive attitude). The social media analysis took place through a platform that uses artificial intelligence to analyze communication channels. The results show that there is still poor engagement with the energy community theme in social media, and a more structured communication strategy should be implemented with the collaboration between social media and practitioners/academics. Despite previous studies not analyzing how social media recall the topics of academics and practitioners related to energy communities, this is an important aspect to consider in order to conceive integrated marketing communication for promoting energy communities to citizens, as here demonstrated and proposed for the very first time.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:8:p:6976-:d:1129003
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    References listed on IDEAS

    as
    1. Francesca Ceglia & Elisa Marrasso & Carlo Roselli & Maurizio Sasso & Guido Coletta & Luigi Pellegrino, 2022. "Biomass-Based Renewable Energy Community: Economic Analysis of a Real Case Study," Energies, MDPI, vol. 15(15), pages 1-24, August.
    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. Dal Mas, F. & Massaro, M. & Ndou, V. & Raguseo, E., 2023. "Blockchain technologies for sustainability in the agrifood sector: A literature review of academic research and business perspectives," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    4. Violetta Wilk & Helen Cripps & Alexandru Capatina & Adrian Micu & Angela-Eliza Micu, 2021. "The state of #digitalentrepreneurship: a big data Leximancer analysis of social media activity," International Entrepreneurship and Management Journal, Springer, vol. 17(4), pages 1899-1916, December.
    5. Secinaro, Silvana & Brescia, Valerio & Lanzalonga, Federico & Santoro, Gabriele, 2022. "Smart city reporting: A bibliometric and structured literature review analysis to identify technological opportunities and challenges for sustainable development," Journal of Business Research, Elsevier, vol. 149(C), pages 296-313.
    6. Volpato, Gabriele & Carraro, Gianluca & Cont, Marco & Danieli, Piero & Rech, Sergio & Lazzaretto, Andrea, 2022. "General guidelines for the optimal economic aggregation of prosumers in energy communities," Energy, Elsevier, vol. 258(C).
    7. Raquel Ibar-Alonso & Raquel Quiroga-García & Mar Arenas-Parra, 2022. "Opinion Mining of Green Energy Sentiment: A Russia-Ukraine Conflict Analysis," Mathematics, MDPI, vol. 10(14), pages 1-22, July.
    8. Golla, Armin & Röhrig, Nicole & Staudt, Philipp & Weinhardt, Christof, 2022. "Evaluating the impact of regulation on the path of electrification in Citizen Energy Communities with prosumer investment," Applied Energy, Elsevier, vol. 319(C).
    9. Andreas Kick & Horst Rottmann, 2022. "Sustainable Stocks and the Russian War on Ukraine - An Event Study in Europe," CESifo Working Paper Series 9798, CESifo.
    10. Sanneke Kloppenburg & Robin Smale & Nick Verkade, 2019. "Technologies of Engagement: How Battery Storage Technologies Shape Householder Participation in Energy Transitions," Energies, MDPI, vol. 12(22), pages 1-15, November.
    11. repec:eme:aaaj00:aaaj-07-2015-2122 is not listed on IDEAS
    12. Casalicchio, Valeria & Manzolini, Giampaolo & Prina, Matteo Giacomo & Moser, David, 2022. "From investment optimization to fair benefit distribution in renewable energy community modelling," Applied Energy, Elsevier, vol. 310(C).
    13. Marco Galici & Mario Mureddu & Emilio Ghiani & Fabrizio Pilo, 2022. "Blockchain-Based Hardware-in-the-Loop Simulation of a Decentralized Controller for Local Energy Communities," Energies, MDPI, vol. 15(20), pages 1-25, October.
    14. Yael Parag & Benjamin K. Sovacool, 2016. "Electricity market design for the prosumer era," Nature Energy, Nature, vol. 1(4), pages 1-6, April.
    15. Damjan Krajnc & Darko Kovačič & Eva Žunec & Kristijan Brglez & Rebeka Kovačič Lukman, 2022. "Youth Awareness and Attitudes towards a Circular Economy to Achieve the Green Deal Goals," Sustainability, MDPI, vol. 14(19), pages 1-25, September.
    16. 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).
    17. Say, Kelvin & Schill, Wolf-Peter & John, Michele, 2020. "Degrees of displacement: The impact of household PV battery prosumage on utility generation and storage," Applied Energy, Elsevier, vol. 276(C).
    18. Josh Eichman & Marc Torrecillas Castelló & Cristina Corchero, 2022. "Reviewing and Exploring the Qualitative Impacts That Different Market and Regulatory Measures Can Have on Encouraging Energy Communities Based on Their Organizational Structure," Energies, MDPI, vol. 15(6), pages 1-19, March.
    19. Wolsink, Maarten, 2020. "Distributed energy systems as common goods: Socio-political acceptance of renewables in intelligent microgrids," Renewable and Sustainable Energy Reviews, Elsevier, vol. 127(C).
    20. Nykyri, Mikko & Kärkkäinen, Tommi J. & Levikari, Saku & Honkapuro, Samuli & Annala, Salla & Silventoinen, Pertti, 2022. "Blockchain-based balance settlement ledger for energy communities in open electricity markets," Energy, Elsevier, vol. 253(C).
    21. Marco Bellucci & Giacomo Manetti, 2017. "Facebook as a tool for supporting dialogic accounting? Evidence from large philanthropic foundations in the United States," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 30(4), pages 874-905, May.
    22. Dehler-Holland, Joris & Okoh, Marvin & Keles, Dogan, 2022. "Assessing technology legitimacy with topic models and sentiment analysis – The case of wind power in Germany," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    23. Fernando Borrajo-Millán & María-del-Mar Alonso-Almeida & María Escat-Cortes & Liu Yi, 2021. "Sentiment Analysis to Measure Quality and Build Sustainability in Tourism Destinations," Sustainability, MDPI, vol. 13(11), pages 1-14, May.
    24. repec:eme:aaaj00:aaaj-10-2020-4987 is not listed on IDEAS
    25. Andreas Charitou & Christodoulos Louca & Stelios Panayides, 2007. "Cross‐Listing, Bonding Hypothesis and Corporate Governance," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(7‐8), pages 1281-1306, September.
    26. Patrizia Gazzola & Enrica Pavione & Roberta Pezzetti & Daniele Grechi, 2020. "Trends in the Fashion Industry. The Perception of Sustainability and Circular Economy: A Gender/Generation Quantitative Approach," Sustainability, MDPI, vol. 12(7), pages 1-19, April.
    27. Silvana Secinaro & Francesca Dal Mas & Valerio Brescia & Davide Calandra, 2021. "Blockchain in the accounting, auditing and accountability fields: a bibliometric and coding analysis," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 35(9), pages 168-203, August.
    28. Vasile-Daniel Păvăloaia & Elena-Mădălina Teodor & Doina Fotache & Magdalena Danileţ, 2019. "Opinion Mining on Social Media Data: Sentiment Analysis of User Preferences," Sustainability, MDPI, vol. 11(16), pages 1-21, August.
    29. Jörg Radtke & Özgür Yildiz & Lucas Roth, 2022. "Does Energy Community Membership Change Sustainable Attitudes and Behavioral Patterns? Empirical Evidence from Community Wind Energy in Germany," Energies, MDPI, vol. 15(3), pages 1-17, January.
    30. Thomas, Melanee & DeCillia, Brooks & Santos, John B. & Thorlakson, Lori, 2022. "Great expectations: Public opinion about energy transition," Energy Policy, Elsevier, vol. 162(C).
    31. Francesca Ceglia & Elisa Marrasso & Samiran Samanta & Maurizio Sasso, 2022. "Addressing Energy Poverty in the Energy Community: Assessment of Energy, Environmental, Economic, and Social Benefits for an Italian Residential Case Study," Sustainability, MDPI, vol. 14(22), pages 1-22, November.
    32. 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).
    33. Ainhoa Serna & Aitor Soroa & Rodrigo Agerri, 2021. "Applying Deep Learning Techniques for Sentiment Analysis to Assess Sustainable Transport," Sustainability, MDPI, vol. 13(4), pages 1-19, February.
    34. Gert Spaargaren & Peter Oosterveer, 2010. "Citizen-Consumers as Agents of Change in Globalizing Modernity: The Case of Sustainable Consumption," Sustainability, MDPI, vol. 2(7), pages 1-22, June.
    35. Saveria Olga Murielle Boulanger & Martina Massari & Danila Longo & Beatrice Turillazzi & Carlo Alberto Nucci, 2021. "Designing Collaborative Energy Communities: A European Overview," Energies, MDPI, vol. 14(24), pages 1-17, December.
    36. Andreas Charitou & Christodoulos Louca & Stelios Panayides, 2007. "Cross-Listing, Bonding Hypothesis and Corporate Governance," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(7-8), pages 1281-1306.
    37. Paolo Esposito & Valerio Brescia & Chiara Fantauzzi & Rocco Frondizi, 2021. "Understanding Social Impact and Value Creation in Hybrid Organizations: The Case of Italian Civil Service," Sustainability, MDPI, vol. 13(7), pages 1-26, April.
    38. Ginevra Balletto & Mara Ladu & Federico Camerin & Emilio Ghiani & Jacopo Torriti, 2022. "More Circular City in the Energy and Ecological Transition: A Methodological Approach to Sustainable Urban Regeneration," Sustainability, MDPI, vol. 14(22), pages 1-18, November.
    39. 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).
    40. Zobeidi, Tahereh & Komendantova, Nadejda & Yazdanpanah, Masoud, 2022. "Social media as a driver of the use of renewable energy: The perceptions of instagram users in Iran," Energy Policy, Elsevier, vol. 161(C).
    41. Dubois, Anna & Gadde, Lars-Erik, 2002. "Systematic combining: an abductive approach to case research," Journal of Business Research, Elsevier, vol. 55(7), pages 553-560, July.
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