Understanding Energy Citizenship: How Cultural Capital Shapes the Energy Transition
Abstract
:1. Introduction
2. Literature Review
2.1. Material and Communicative Energy Citizenship
2.2. Exclusion and Inclusion within the Concept of Energy Citizenship
2.3. Bourdieu’s Theory of Cultural Capital
2.4. Cultural Capital and Energy Transition
3. Materials and Methods
3.1. Data Collection
3.2. Variables
3.2.1. Energy Citizenship
3.2.2. Cultural Capital
3.2.3. Control Variables
3.3. Data Analysis
4. Findings
4.1. Descriptive Statistics
4.2. Renewable Energy Participation and Renewable Energy Protest
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Conflicts of Interest
References
- Kemp, R.; Rotmans, J.; Loorbach, D. Assessing the Dutch Energy Transition Policy: How Does It Deal with Dilemmas of Managing Transitions? J. Environ. Policy Plan. 2007, 9, 315–331. [Google Scholar] [CrossRef] [Green Version]
- Ryghaug, M.; Skjølsvold, T.M.; Heidenreich, S. Creating Energy Citizenship through Material Participation. Soc. Stud. Sci. 2018, 48, 283–303. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Devine-Wright, P. Rethinking NIMBYism: The Role of Place Attachment and Place Identity in Explaining Place-Protective Action. J. Community Appl. Soc. Psychol. 2009, 19, 426–441. [Google Scholar] [CrossRef]
- Sovacool, B.K.; Hess, D.J.; Cantoni, R.; Lee, D.; Claire Brisbois, M.; Jakob Walnum, H.; Freng Dale, R.; Johnsen Rygg, B.; Korsnes, M.; Goswami, A.; et al. Conflicted Transitions: Exploring the Actors, Tactics, and Outcomes of Social Opposition against Energy Infrastructure. Glob. Environ. Chang. 2022, 73, 102473. [Google Scholar] [CrossRef]
- Hess, D.J. Coalitions, Framing, and the Politics of Energy Transitions: Local Democracy and Community Choice in California. Energy Res. Soc. Sci. 2019, 50, 38–50. [Google Scholar] [CrossRef]
- Hasanov, M.; Zuidema, C. The Transformative Power of Self-Organization: Towards a Conceptual Framework for Understanding Local Energy Initiatives in The Netherlands. Energy Res. Soc. Sci. 2018, 37, 85–93. [Google Scholar] [CrossRef]
- Kooij, H.-J.; Oteman, M.; Veenman, S.; Sperling, K.; Magnusson, D.; Palm, J.; Hvelplund, F. Between Grassroots and Treetops: Community Power and Institutional Dependence in the Renewable Energy Sector in Denmark, Sweden and the Netherlands. Energy Res. Soc. Sci. 2018, 37, 52–64. [Google Scholar] [CrossRef]
- Preston, S.; Mazhar, M.U.; Bull, R. Citizen Engagement for Co-Creating Low Carbon Smart Cities: Practical Lessons from Nottingham City Council in the UK. Energies 2020, 13, 6615. [Google Scholar] [CrossRef]
- DellaValle, N.; Czako, V. Empowering Energy Citizenship among the Energy Poor. Energy Res. Soc. Sci. 2022, 89, 102654. [Google Scholar] [CrossRef]
- Nouri, A.; Khadem, S.; Mutule, A.; Papadimitriou, C.; Stanev, R.; Cabiati, M.; Keane, A.; Carroll, P. Identification of Gaps and Barriers in Regulations, Standards, and Network Codes to Energy Citizen Participation in the Energy Transition. Energies 2022, 15, 856. [Google Scholar] [CrossRef]
- Saintier, S. Community Energy Companies in the UK: A Potential Model for Sustainable Development in “Local” Energy? Sustainability 2017, 9, 1325. [Google Scholar] [CrossRef] [Green Version]
- Giacovelli, G. Social Capital and Energy Transition: A Conceptual Review. Sustainability 2022, 14, 9253. [Google Scholar] [CrossRef]
- Husu, H.-M. Rethinking Incumbency: Utilising Bourdieu’s Field, Capital, and Habitus to Explain Energy Transitions. Energy Res. Soc. Sci. 2022, 93, 102825. [Google Scholar] [CrossRef]
- Süsser, D.; Weig, B.; Döring, M.; Ratter, B. Entrepreneurs for Renewables: Emergence of Innocation and Entrepreneurship in Complex Social Systems. In Entreprenuerial Complexity; CRC Press: Boca Raton, FL, USA, 2019; pp. 61–88. ISBN 978-1-351-25084-9. [Google Scholar]
- Bourdieu, P. Cultural Reproduction and Social Reproduction; Routledge: London, UK, 1973. [Google Scholar]
- Carroll, P. Gender Mainstreaming the European Union Energy Transition. Energies 2022, 15, 8087. [Google Scholar] [CrossRef]
- Kloppenburg, S.; Boekelo, M. Digital Platforms and the Future of Energy Provisioning: Promises and Perils for the next Phase of the Energy Transition. Energy Res. Soc. Sci. 2019, 49, 68–73. [Google Scholar] [CrossRef]
- Beauchampet, I.; Walsh, B. Energy Citizenship in the Netherlands: The Complexities of Public Engagement in a Large-Scale Energy Transition. Energy Res. Soc. Sci. 2021, 76, 102056. [Google Scholar] [CrossRef]
- Scheepers, M.; Palacios, S.G.; Jegu, E.; Nogueira, L.P.; Rutten, L.; van Stralen, J.; Smekens, K.; West, K.; van der Zwaan, B. Towards a Climate-Neutral Energy System in the Netherlands. Renew. Sustain. Energy Rev. 2022, 158, 112097. [Google Scholar] [CrossRef]
- Jansma, S.R.; Gosselt, J.F.; de Jong, M.D.T. Kissing Natural Gas Goodbye? Homeowner versus Tenant Perceptions of the Transition towards Sustainable Heat in the Netherlands. Energy Res. Soc. Sci. 2020, 69, 101694. [Google Scholar] [CrossRef]
- Koirala, B.P.; Araghi, Y.; Kroesen, M.; Ghorbani, A.; Hakvoort, R.A.; Herder, P.M. Trust, Awareness, and Independence: Insights from a Socio-Psychological Factor Analysis of Citizen Knowledge and Participation in Community Energy Systems. Energy Res. Soc. Sci. 2018, 38, 33–40. [Google Scholar] [CrossRef]
- Nab, M.; Jansma, S.; Gosselt, J. Tell Me What Is on the Line and Make It Personal: Energizing Dutch Homeowners through Message Framing. Energy Res. Soc. Sci. 2020, 70, 101760. [Google Scholar] [CrossRef]
- Campos, I.; Marín-González, E. People in Transitions: Energy Citizenship, Prosumerism and Social Movements in Europe. Energy Res. Soc. Sci. 2020, 69, 101718. [Google Scholar] [CrossRef]
- Roversi, R.; Boeri, A.; Pagliula, S.; Turci, G. Energy Community in Action—Energy Citizenship Contract as Tool for Climate Neutrality. Smart Cities 2022, 5, 294–317. [Google Scholar] [CrossRef]
- Sovacool, B.K.; Griffiths, S. Culture and Low-Carbon Energy Transitions. Nat. Sustain. 2020, 3, 685–693. [Google Scholar] [CrossRef]
- Quaglione, D.; Cassetta, E.; Crociata, A.; Sarra, A. Exploring Additional Determinants of Energy-Saving Behaviour: The Influence of Individuals’ Participation in Cultural Activities. Energy Policy 2017, 108, 503–511. [Google Scholar] [CrossRef]
- Prabatha, T.; Hager, J.; Carneiro, B.; Hewage, K.; Sadiq, R. Analyzing Energy Options for Small-Scale off-Grid Communities: A Canadian Case Study. J. Clean. Prod. 2020, 249, 119320. [Google Scholar] [CrossRef]
- Rezaei, M.; Dowlatabadi, H. Off-Grid: Community Energy and the Pursuit of Self-Sufficiency in British Columbia’s Remote and First Nations Communities. Local Environ. 2016, 21, 789–807. [Google Scholar] [CrossRef]
- Neessen, P.C.M.; de Jong, J.P.; Caniëls, M.C.J.; Vos, B. Circular Purchasing in Dutch and Belgian Organizations: The Role of Intrapreneurship and Organizational Citizenship Behavior towards the Environment. J. Clean. Prod. 2021, 280, 124978. [Google Scholar] [CrossRef]
- Schlindwein, L.; Montalvo, C. Accounting for Heterogenous Behaviours within Transformative Policy-Making: The Case of Energy Citizenship. In Proceedings of the EU-SPRI 2022 Conference, Utrecht, The Netherlands, 1–3 June 2022. [Google Scholar]
- Longo, D.; Boulanger, S.O.M.; Massari, M.; Turci, G. Energy Citizenship. Tools and Technologies to Enable Transition in Districts. Techne J. Technol. Archit. Environ. accepted. 2022. [Google Scholar]
- Boulanger, S.O.M.; Massari, M. Advocating Urban Transition: A Qualitative Review of Institutional and Grassroots Initiatives in Shaping Climate-Aware Cities. Sustainability 2022, 14, 2701. [Google Scholar] [CrossRef]
- Ringholm, T. Energy Citizens—Conveyors of Changing Democratic Institutions? Cities 2022, 126, 103678. [Google Scholar] [CrossRef]
- van Wees, M.; Revilla, B.P.; Fitzgerald, H.; Ahlers, D.; Romero, N.; Alpagut, B.; Kort, J.; Tjahja, C.; Kaiser, G.; Blessing, V.; et al. Energy Citizenship in Positive Energy Districts—Towards a Transdisciplinary Approach to Impact Assessment. Buildings 2022, 12, 186. [Google Scholar] [CrossRef]
- Biresselioglu, M.E.; Demir, M.H.; Solak, B.; Turan, U. Understanding the Dynamics and Conceptualization of Environmental Citizenship and Energy Citizenship: Evidence from the Existing Literature. Front. Energy Res. 2022, 10. [Google Scholar] [CrossRef]
- Paulos, E.; Pierce, J. Citizen Energy: Towards Populist Interactive Micro-Energy Production. In Proceedings of the 2011 44th Hawaii International Conference on System Sciences, Kauai, HI, USA, 4–7 January 2011; pp. 1–10. [Google Scholar]
- Marres, N. Material Participation: Technology, the Environment and Everyday Publics; Palgrave Macmillan: New York, NY, USA, 2015; ISBN 978-1-137-48074-3. [Google Scholar]
- Wahlund, M.; Palm, J. The Role of Energy Democracy and Energy Citizenship for Participatory Energy Transitions: A Comprehensive Review. Energy Res. Soc. Sci. 2022, 87, 102482. [Google Scholar] [CrossRef]
- Thomas, G.; Demski, C.; Pidgeon, N. Energy Justice Discourses in Citizen Deliberations on Systems Flexibility in the United Kingdom: Vulnerability, Compensation and Empowerment. Energy Res. Soc. Sci. 2020, 66, 101494. [Google Scholar] [CrossRef]
- Hirschman, A.O. Exit, Voice, and Loyalty: Responses to Decline in Firms, Organizations, and States; Harvard University Press: Cambridge, MA, USA, 1970; ISBN 978-0-674-27660-4. [Google Scholar]
- Schmidt, V.A. Democracy and Legitimacy in the European Union Revisited: Input, Output and ’Throughput’. Polit. Stud. 2013, 61, 2–22. [Google Scholar] [CrossRef] [Green Version]
- Boeri, A.; Gianfrate, V.; Boulanger, S.O.M.; Massari, M. Future Design Approaches for Energy Poverty: Users Profiling and Services for No-Vulnerable Condition. Energies 2020, 13, 2115. [Google Scholar] [CrossRef]
- Boulanger, S.O.M.; Massari, M.; Longo, D.; Turillazzi, B.; Nucci, C.A. Designing Collaborative Energy Communities: A European Overview. Energies 2021, 14, 8226. [Google Scholar] [CrossRef]
- Hyytinen, K.; Toivonen, M. Future Energy Services: Empowering Local Communities and Citizens. Foresight 2015, 17, 349–364. [Google Scholar] [CrossRef]
- Vainio, A.; Varho, V.; Tapio, P.; Pulkka, A.; Paloniemi, R. Citizens’ Images of a Sustainable Energy Transition. Energy 2019, 183, 606–616. [Google Scholar] [CrossRef]
- Fischer, B.; Gutsche, G.; Wetzel, H. Who Wants to Get Involved? Determining Citizen Willingness to Participate in German Renewable Energy Cooperatives. Energy Res. Soc. Sci. 2021, 76, 102013. [Google Scholar] [CrossRef]
- Karytsas, S.; Theodoropoulou, E. Determinants of Citizens’ Involvement in Community Energy Initiatives. Int. J. Sustain. Energy 2022, 41, 1836–1848. [Google Scholar] [CrossRef]
- Lennon, B.; Dunphy, N.P.; Sanvicente, E. Community Acceptability and the Energy Transition: A Citizens’ Perspective. Energy Sustain. Soc. 2019, 9, 1–18. [Google Scholar] [CrossRef] [Green Version]
- Lennon, B.; Dunphy, N.; Gaffney, C.; Revez, A.; Mullally, G.; O’Connor, P. Citizen or Consumer? Reconsidering Energy Citizenship. J. Environ. Policy Plan. 2020, 22, 184–197. [Google Scholar] [CrossRef]
- Verba, S.; Schlozman, K.L.; Brady, H.E. Voice and Equality: Civic Voluntarism in American Politics; Harvard University Press: Cambridge, MA, USA, 1995; ISBN 978-0-674-94293-6. [Google Scholar]
- Anheier, H.K.; Gerhards, J.; Romo, F.P. Forms of Capital and Social Structure in Cultural Fields: Examining Bourdieu’s Social Topography. Am. J. Sociol. 1995, 100, 859–903. [Google Scholar] [CrossRef]
- Bourdieu, P. Cambridge Studies in Social Anthropology. In Outline of a Theory of Practice; Goody, J., Ed.; Cambridge University Press: Cambridge, UK, 1977; Volume 16, ISBN 0-521-21178-6. [Google Scholar]
- Bourdieu, P. The Forms of Capital. In Handbook of Theory and Research for the Sociology of Education; Greenwood: New York, NY, USA, 1986; pp. 46–58. [Google Scholar]
- Bourdieu, P. Distinction: A Social Critique of the Judgement of Taste. In Inequality. Classic Readings in Race, Class, and Gender; Routledge: London, UK, 2006. [Google Scholar]
- Harvey, D. Marx, Capital, and the Madness of Economic Reason; Oxford University Press: Oxford, UK, 2017; ISBN 978-0-19-069150-9. [Google Scholar]
- Marx, K. Capital: Volume I; Penguin: London, UK, 2004; ISBN 978-0-14-192060-3. [Google Scholar]
- Downs, A. An Economic Theory of Political Action in a Democracy. J. Polit. Econ. 1957, 65, 135–150. [Google Scholar] [CrossRef]
- Ruotsalainen, J.; Karjalainen, J.; Child, M.; Heinonen, S. Culture, Values, Lifestyles, and Power in Energy Futures: A Critical Peer-to-Peer Vision for Renewable Energy. Energy Res. Soc. Sci. 2017, 34, 231–239. [Google Scholar] [CrossRef]
- Stephenson, J.; Barton, B.; Carrington, G.; Gnoth, D.; Lawson, R.; Thorsnes, P. Energy Cultures: A Framework for Understanding Energy Behaviours. Energy Policy 2010, 38, 6120–6129. [Google Scholar] [CrossRef] [Green Version]
- Stephenson, J.; Barton, B.; Carrington, G.; Doering, A.; Ford, R.; Hopkins, D.; Lawson, R.; McCarthy, A.; Rees, D.; Scott, M.; et al. The Energy Cultures Framework: Exploring the Role of Norms, Practices and Material Culture in Shaping Energy Behaviour in New Zealand. Energy Res. Soc. Sci. 2015, 7, 117–123. [Google Scholar] [CrossRef]
- Retnanestri, M.; Outhred, H. Renewable Energy Technology as Cultural Capital. In Proceedings of the Australian Solar Energy Society (AuSES) Solar 2011 Conference, Sydney, Australia, 30 November–2 December 2011. [Google Scholar]
- Evensen, D.; Demski, C.; Becker, S.; Pidgeon, N. The Relationship between Justice and Acceptance of Energy Transition Costs in the UK. Appl. Energy 2018, 222, 451–459. [Google Scholar] [CrossRef]
- Seidl, R.; Wirth, T.V.; Krütli, P. Social Acceptance of Distributed Energy Systems in Swiss, German, and Austrian Energy Transitions. Energy Res. Soc. Sci. 2019, 54, 117–128. [Google Scholar] [CrossRef]
- Batel, S.; Devine-Wright, P. Using NIMBY Rhetoric as a Political Resource to Negotiate Responses to Local Energy Infrastructure: A Power Line Case Study. Local Environ. 2020, 25, 338–350. [Google Scholar] [CrossRef]
- Devine-Wright, P.; Batel, S. My Neighbourhood, My Country or My Planet? The Influence of Multiple Place Attachments and Climate Change Concern on Social Acceptance of Energy Infrastructure. Glob. Environ. Change 2017, 47, 110–120. [Google Scholar] [CrossRef]
- Liebe, U.; Dobers, G.M. Decomposing Public Support for Energy Policy: What Drives Acceptance of and Intentions to Protest against Renewable Energy Expansion in Germany? Energy Res. Soc. Sci. 2019, 47, 247–260. [Google Scholar] [CrossRef] [Green Version]
- Sieben, S.; Lechner, C.M. Measuring Cultural Capital through the Number of Books in the Household. Meas. Instrum. Soc. Sci. 2019, 1, 1–6. [Google Scholar] [CrossRef] [Green Version]
- Sullivan, A. Cultural Capital and Educational Attainment. Sociology 2001, 35, 893–912. [Google Scholar] [CrossRef] [Green Version]
- Vryonides, M. Social and Cultural Capital in Educational Research: Issues of Operationalisation and Measurement. Br. Educ. Res. J. 2007, 33, 867–885. [Google Scholar] [CrossRef]
- DiMaggio, P. Cultural Capital and School Success: The Impact of Status Culture Participation on the Grades of U.S. High School Students. Am. Sociol. Rev. 1982, 47, 189–201. [Google Scholar] [CrossRef]
- Lamont, M.; Lareau, A. Cultural Capital: Allusions, Gaps and Glissandos in Recent Theoretical Developments. Sociol. Theory 1988, 6, 153. [Google Scholar] [CrossRef]
- Lareau, A.; Weininger, E.B. Cultural Capital in Educational Research: A Critical Assessment. Theory Soc. 2005, 32, 105–144. [Google Scholar]
- Teachman, J.D. Family Background, Educational Resources, and Educational Attainment. Am. Sociol. Rev. 1987, 52, 548–557. [Google Scholar] [CrossRef]
- OECD. PIAAC Conceptual Framework of the Background Questionnaire Main Survey; OECD Publishing: Paris, France, 2011. [Google Scholar]
- Fismen, A.-S.; Samdal, O.; Torsheim, T. Family Affluence and Cultural Capital as Indicators of Social Inequalities in Adolescent’s Eating Behaviours: A Population-Based Survey. BMC Public Health 2012, 12, 1036. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Aschaffenburg, K.; Maas, I. Cultural and Educational Careers: The Dynamics of Social Reproduction. Am. Sociol. Rev. 1997, 62, 573–587. [Google Scholar] [CrossRef]
- DiMaggio, P.; Mohr, J. Cultural Capital, Educational Attainment, and Marital Selection. Am. J. Sociol. 1985, 90, 1231–1261. [Google Scholar] [CrossRef]
- De Graaf, N.D.; De Graaf, P.M.; Kraaykamp, G. Parental Cultural Capital and Educational Attainment in the Netherlands: A Refinement of the Cultural Capital Perspective. Sociol. Educ. 2000, 73, 92–111. [Google Scholar] [CrossRef]
- Roksa, J.; Robinson, K.J. Cultural Capital and Habitus in Context: The Importance of High School College-Going Culture. Br. J. Sociol. Educ. 2017, 38, 1230–1244. [Google Scholar] [CrossRef]
- Zimdars, A.; Sullivan, A.; Heath, A. Elite Higher Education Admissions in the Arts and Sciences: Is Cultural Capital the Key? Sociology 2009, 43, 648–666. [Google Scholar] [CrossRef] [Green Version]
- Hier Opgewekt Lokale Energie Monitor—Overizcht Lokale Duurzame Energie-Initiatieven (Energiecoöperaties). 2022. Available online: https://www.hieropgewekt.nl/lokale-energie-monitor-2022 (accessed on 7 January 2023).
- Swofford, J.; Slattery, M. Public Attitudes of Wind Energy in Texas: Local Communities in Close Proximity to Wind Farms and Their Effect on Decision-Making. Energy Policy 2010, 38, 2508–2519. [Google Scholar] [CrossRef]
- van der Horst, D. NIMBY or Not? Exploring the Relevance of Location and the Politics of Voiced Opinions in Renewable Energy Siting Controversies. Energy Policy 2007, 35, 2705–2714. [Google Scholar] [CrossRef] [Green Version]
- Devine-Wright, P. Beyond NIMBYism: Towards an Integrated Framework for Understanding Public Perceptions of Wind Energy. Wind Energy 2005, 8, 125–139. [Google Scholar] [CrossRef]
- Vyn, R.J. Property Value Impacts of Wind Turbines and the Influence of Attitudes toward Wind Energy. Land Econ. 2018, 94, 496–516. [Google Scholar] [CrossRef]
- Briguglio, M.; Formosa, G. When Households Go Solar: Determinants of Uptake of a Photovoltaic Scheme and Policy Insights. Energy Policy 2017, 108, 154–162. [Google Scholar] [CrossRef]
- Smith, M.G.; Urpelainen, J. Early Adopters of Solar Panels in Developing Countries: Evidence from Tanzania. Rev. Policy Res. 2014, 31, 17–37. [Google Scholar] [CrossRef]
- Sunter, D.A.; Castellanos, S.; Kammen, D.M. Disparities in Rooftop Photovoltaics Deployment in the United States by Race and Ethnicity. Nat. Sustain. 2019, 2, 71–76. [Google Scholar] [CrossRef]
- Centraal Bureau voor de Statistiek CBS Open Data Statline. 2022.
- Fraune, C. Gender Matters: Women, Renewable Energy, and Citizen Participation in Germany. Energy Res. Soc. Sci. 2015, 7, 55–65. [Google Scholar] [CrossRef]
- Emmons Allison, J.; McCrory, K.; Oxnevad, I. Closing the Renewable Energy Gender Gap in the United States and Canada: The Role of Women’s Professional Networking. Energy Res. Soc. Sci. 2019, 55, 35–45. [Google Scholar] [CrossRef]
- Opoku, E.E.O.; Kufuor, N.K.; Manu, S.A. Gender, Electricity Access, Renewable Energy Consumption and Energy Efficiency. Technol. Forecast. Soc. Change 2021, 173, 121121. [Google Scholar] [CrossRef]
- Goulden, M.; Bedwell, B.; Rennick-Egglestone, S.; Rodden, T.; Spence, A. Smart Grids, Smart Users? The Role of the User in Demand Side Management. Energy Res. Soc. Sci. 2014, 2, 21–29. [Google Scholar] [CrossRef]
- Shirani, F.; O’Sullivan, K.; Hale, R.; Pidgeon, N.; Henwood, K. Transformational Innovation in Home Energy: How Developers Imagine and Engage with Future Residents of Low Carbon Homes in the United Kingdom. Energy Res. Soc. Sci. 2022, 91, 102743. [Google Scholar] [CrossRef]
- Musall, F.D.; Kuik, O. Local Acceptance of Renewable Energy—A Case Study from Southeast Germany. Energy Policy 2011, 39, 3252–3260. [Google Scholar] [CrossRef]
- Nicholls, L.; Strengers, Y. Peak Demand and the ‘Family Peak’ Period in Australia: Understanding Practice (in)Flexibility in Households with Children. Energy Res. Soc. Sci. 2015, 9, 116–124. [Google Scholar] [CrossRef]
- Kalkbrenner, B.J.; Roosen, J. Citizens’ Willingness to Participate in Local Renewable Energy Projects: The Role of Community and Trust in Germany. Energy Res. Soc. Sci. 2016, 13, 60–70. [Google Scholar] [CrossRef]
- Streimikiene, D.; Baležentis, T.; Volkov, A.; Morkūnas, M.; Žičkienė, A.; Streimikis, J. Barriers and Drivers of Renewable Energy Penetration in Rural Areas. Energies 2021, 14, 6452. [Google Scholar] [CrossRef]
- Rekker, R.; Meer, T.V.D.; Brug, W.V.D. Dutch Parliamentary Election Study 2017: A Comparison of Three Different Survey Modes; University of Amsterdam: Amsterdam, The Netherlands, 2020. [Google Scholar] [CrossRef]
- Harrell, F.E., Jr. Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis; Springer: Berlin/Heidelberg, Germany, 2015; ISBN 3-319-19425-9. [Google Scholar]
- Farhangfar, A.; Kurgan, L.; Dy, J. Impact of Imputation of Missing Values on Classification Error for Discrete Data. Pattern Recognit. 2008, 41, 3692–3705. [Google Scholar] [CrossRef]
- Grębosz-Krawczyk, M.; Zakrzewska-Bielawska, A.; Glinka, B.; Glińska-Neweś, A. Why Do Consumers Choose Photovoltaic Panels? Identification of the Factors Influencing Consumers’ Choice Behavior Regarding Photovoltaic Panel Installations. Energies 2021, 14, 2674. [Google Scholar] [CrossRef]
- Kesari, B.; Atulkar, S.; Pandey, S. Consumer Purchasing Behaviour towards Eco-Environment Residential Photovoltaic Solar Lighting Systems. Glob. Bus. Rev. 2021, 22, 236–254. [Google Scholar] [CrossRef]
- Hess, D.J. Technology- and Product-Oriented Movements: Approximating Social Movement Studies and Science and Technology Studies. Sci. Technol. Hum. Values 2005, 30, 515–535. [Google Scholar] [CrossRef]
- Hufen, J.A.M.; Koppenjan, J.F.M. Local Renewable Energy Cooperatives: Revolution in Disguise? Energy Sustain. Soc. 2015, 5, 18. [Google Scholar] [CrossRef] [Green Version]
No. | Renewable Energy Technology | Urban/ Rural | Central/ Periphery | Energy Cooperative | Protest Group | Approx. Size * | No. of Respondents |
---|---|---|---|---|---|---|---|
1. | Wind turbines | Rural | Central | Yes | Yes | Small | 115 |
2. | Wind turbines | Urban | Central | Yes | No | Small | 26 |
3. | Wind turbines | Rural | Periphery | Yes | No | Medium | 31 |
4. | Wind turbines | Rural | Periphery | No | No | Medium | 53 |
5. | Wind turbines | Rural | Periphery | Yes | No | Small | 37 |
6. | Wind turbines | Rural | Periphery | Yes | Yes | Small | 113 |
7. | Wind turbines | Rural | Periphery | No | Yes | Medium | 12 |
8. | Wind turbines | Rural | Periphery | Yes | No | Small | 2 |
9. | Wind turbines and solar park | Rural | Central | Yes | Yes | Small | 159 |
10. | Wind turbines and solar park | Urban | Central | Yes | No | Large | 66 |
11. | Wind turbines and solar park | Urban | Periphery | Yes | Yes | Large | 42 |
12. | Wind turbines and solar park | Rural | Periphery | No | No | Medium | 27 |
13. | Wind turbines and solar park | Urban | Periphery | No | No | Large | 133 |
14. | Wind turbines and solar park | Urban | Periphery | No | No | Large | 32 |
15. | Solar park | Rural | Periphery | No | No | Medium | 32 |
Variable | Mean | SD | Imputed Mean | Imputed SD | Number of Missing |
---|---|---|---|---|---|
RE Participation | 0.859 | 0.762 | NA | NA | 0 |
RE Protest | 0.314 | 0.466 | 0.271 | 0.446 | 263 |
Higher Education | 0.474 | 0.500 | 0.476 | 0.499 | 12 |
Energy Cooperatives’ Presence | 0.667 | 0.471 | 0.683 | 0.466 | 50 |
Energy Protest Presence | 0.544 | 0.498 | 0.566 | 0.496 | 50 |
Close to Wind Energy Sites | 0.132 | 0.339 | 0.133 | 0.339 | 8 |
Close to Solar Energy Sites | 0.395 | 0.489 | 0.393 | 0.489 | 14 |
Climate and RE Awareness | 4.883 | 0.756 | 4.881 | 0.777 | 33 |
Homeowner | 0.901 | 0.298 | 0.901 | 0.299 | 9 |
Income | 35.325 | 4.510 | 35.381 | 4.541 | 51 |
Gender | 0.317 | 0.466 | 0.319 | 0.466 | 13 |
Age * | 2.658 | 0.808 | 2.662 | 0.808 | 9 |
Children | 0.373 | 0.484 | 0.371 | 0.484 | 6 |
Urban | 0.343 | 0.475 | 0.330 | 0.470 | 50 |
Central | 0.416 | 0.493 | 0.901 | 0.299 | 50 |
Dependent variable: | ||||
RE Participation | RE Protest | |||
negative binomial | logistic | |||
Model 1 | Model 2 | Model 3 | Model 4 | |
Constant | −0.119 | −1.881 *** | −0.858 | 0.756 |
(0.323) | (0.432) | (0.691) | (0.900) | |
Education | 0.107 | 0.478 ** | ||
(0.074) | (0.170) | |||
Energy Coop | 0.031 | −1.434 *** | ||
(0.120) | (0.298) | |||
Energy Protest | 0.148 | 0.036 | ||
(0.117) | (0.304) | |||
Close to Wind | 0.095 | 0.718 ** | ||
(0.116) | (0.276) | |||
Close to Solar | 0.057 | −0.533 ** | ||
(0.080) | (0.190) | |||
Climate RE Awareness | 0.069 *** | −0.074 *** | ||
(0.011) | (0.021) | |||
Homeowner | 0.317 * | 0.294 * | 0.801 ** | 0.914 ** |
(0.140) | (0.142) | (0.307) | (0.321) | |
Income | −0.006 | −0.008 | −0.030 | −0.014 |
(0.008) | (0.009) | (0.017) | (0.019) | |
Gender | −0.115 | −0.121 | 0.302 | 0.251 |
(0.079) | (0.079) | (0.166) | (0.173) | |
Age: 35–54 | −0.102 | −0.172 | 0.302 | 0.473 |
(0.120) | (0.123) | (0.251) | (0.264) | |
Age: 55–74 | −0.180 | −0.127 | 0.046 | −0.063 |
(0.098) | (0.098) | (0.204) | (0.212) | |
Age: 75 or older | −0.072 | −0.049 | 0.087 | 0.124 |
(0.073) | (0.073) | (0.158) | (0.165) | |
Children | −0.031 | −0.054 | 0.183 | 0.095 |
(0.093) | (0.094) | (0.208) | (0.216) | |
Urban | −0.090 | −0.070 | −1.183 *** | −1.583 *** |
(0.078) | (0.090) | (0.202) | (0.240) | |
Central | −0.195 ** | −0.275 ** | 0.684 *** | 1.558 *** |
(0.074) | (0.092) | (0.159) | (0.261) | |
Observations | 931 | 931 | 931 | 931 |
Log Likelihood | −1054.167 | −1027.245 | −495.543 | −465.853 |
Akaike Inf. Crit. | 2128.334 | 2086.490 | 1011.085 | 963.706 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Jansma, S.R.; Long, L.A.N.; Lee, D. Understanding Energy Citizenship: How Cultural Capital Shapes the Energy Transition. Energies 2023, 16, 2106. https://doi.org/10.3390/en16052106
Jansma SR, Long LAN, Lee D. Understanding Energy Citizenship: How Cultural Capital Shapes the Energy Transition. Energies. 2023; 16(5):2106. https://doi.org/10.3390/en16052106
Chicago/Turabian StyleJansma, Sikke R., Le Anh Nguyen Long, and Dasom Lee. 2023. "Understanding Energy Citizenship: How Cultural Capital Shapes the Energy Transition" Energies 16, no. 5: 2106. https://doi.org/10.3390/en16052106
APA StyleJansma, S. R., Long, L. A. N., & Lee, D. (2023). Understanding Energy Citizenship: How Cultural Capital Shapes the Energy Transition. Energies, 16(5), 2106. https://doi.org/10.3390/en16052106