IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v218y2021ics0360544220326013.html
   My bibliography  Save this article

Perceived critical factors affecting consumers’ intention to purchase renewable generation technologies: Rural-urban heterogeneity

Author

Listed:
  • Jabeen, Gul
  • Ahmad, Munir
  • Zhang, Qingyu

Abstract

Since the acceptance of renewable generation technologies (RGTs) may assist in scaling up renewables, the exploration and identification of perceived critical factors (PCFs) affecting RGTs are needed. This study examines the PCFs affecting consumers’ intention to purchase RGTs (IPR) in a hybrid behavioral framework. For this purpose, this study has developed a hybrid behavioral framework through the introduction of components of PCFs including the perceived benefit component of RGTs (BC), perceived cost component of RGTs (CC), perceived investment risk component of RGTs (IRC), and green solution to power blackout (GSPB) to a comprehensive framework. The analysis has been conducted on data collected through a questionnaire survey from rural and urban regions of Punjab province of Pakistan. The results are categorized into three types of components. First, the perceived functional component (FC), perceived conditional component (CDC), BC, and GSPB are termed ‘driving components,’ likely to drive consumers’ IPR positively. Second, the ‘inhibitory components’ are composed of CC and IRC, which are likely to inhibit consumers’ IPR. For these two types of components, the results were robust across all the samples. Third, the perceived social component (SOC) and perceived emotional component (EMC) are known as ‘neutrality components,’ likely to impart no effect on consumers’ IPR in the case of the whole sample and urban regions. However, in the case of rural areas, they proved to be ‘driving components.’ Thus, firstly, rural-urban heterogeneity is found in terms of SOC and EMC’s heterogeneous effects across rural and urban regions. Secondly, the size of all the components’ effect remained relatively larger in urban regions than in the rural regions. Based on the results, novel policy implications are proposed.

Suggested Citation

  • Jabeen, Gul & Ahmad, Munir & Zhang, Qingyu, 2021. "Perceived critical factors affecting consumers’ intention to purchase renewable generation technologies: Rural-urban heterogeneity," Energy, Elsevier, vol. 218(C).
  • Handle: RePEc:eee:energy:v:218:y:2021:i:c:s0360544220326013
    DOI: 10.1016/j.energy.2020.119494
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544220326013
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2020.119494?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. Tan, Chin-Seang & Ooi, Hooi-Yin & Goh, Yen-Nee, 2017. "A moral extension of the theory of planned behavior to predict consumers’ purchase intention for energy-efficient household appliances in Malaysia," Energy Policy, Elsevier, vol. 107(C), pages 459-471.
    2. Fadly, Dalia, 2019. "Low-carbon transition: Private sector investment in renewable energy projects in developing countries," World Development, Elsevier, vol. 122(C), pages 552-569.
    3. Zhao, Zhe & Bai, Yuping & Wang, Guofeng & Chen, Jiancheng & Yu, Jiangli & Liu, Wei, 2018. "Land eco-efficiency for new-type urbanization in the Beijing-Tianjin-Hebei Region," Technological Forecasting and Social Change, Elsevier, vol. 137(C), pages 19-26.
    4. McDonagh, Shane & Wall, David M. & Deane, Paul & Murphy, Jerry D., 2019. "The effect of electricity markets, and renewable electricity penetration, on the levelised cost of energy of an advanced electro-fuel system incorporating carbon capture and utilisation," Renewable Energy, Elsevier, vol. 131(C), pages 364-371.
    5. Ince, David & Vredenburg, Harrie & Liu, Xiaoyu, 2016. "Drivers and inhibitors of renewable energy: A qualitative and quantitative study of the Caribbean," Energy Policy, Elsevier, vol. 98(C), pages 700-712.
    6. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    7. Michelsen, Carl Christian & Madlener, Reinhard, 2013. "Motivational factors influencing the homeowners’ decisions between residential heating systems: An empirical analysis for Germany," Energy Policy, Elsevier, vol. 57(C), pages 221-233.
    8. Ribeiro, Fernando & Ferreira, Paula & Araújo, Madalena & Braga, Ana Cristina, 2014. "Public opinion on renewable energy technologies in Portugal," Energy, Elsevier, vol. 69(C), pages 39-50.
    9. Linzenich, Anika & Arning, Katrin & Bongartz, Dominik & Mitsos, Alexander & Ziefle, Martina, 2019. "What fuels the adoption of alternative fuels? Examining preferences of German car drivers for fuel innovations," Applied Energy, Elsevier, vol. 249(C), pages 222-236.
    10. 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.
    11. Kardooni, Roozbeh & Yusoff, Sumiani Binti & Kari, Fatimah Binti & Moeenizadeh, Leila, 2018. "Public opinion on renewable energy technologies and climate change in Peninsular Malaysia," Renewable Energy, Elsevier, vol. 116(PA), pages 659-668.
    12. Sarstedt, Marko & Diamantopoulos, Adamantios & Salzberger, Thomas & Baumgartner, Petra, 2016. "Selecting single items to measure doubly concrete constructs: A cautionary tale," Journal of Business Research, Elsevier, vol. 69(8), pages 3159-3167.
    13. Mani, Swaminathan & Dhingra, Tarun, 2012. "Diffusion of innovation model of consumer behaviour – Ideas to accelerate adoption of renewable energy sources by consumer communities in India," Renewable Energy, Elsevier, vol. 39(1), pages 162-165.
    14. Tietjen, Oliver & Pahle, Michael & Fuss, Sabine, 2016. "Investment risks in power generation: A comparison of fossil fuel and renewable energy dominated markets," Energy Economics, Elsevier, vol. 58(C), pages 174-185.
    15. Pfeiffer, Birte & Mulder, Peter, 2013. "Explaining the diffusion of renewable energy technology in developing countries," Energy Economics, Elsevier, vol. 40(C), pages 285-296.
    16. Carfora, A. & Pansini, R.V. & Romano, A.A. & Scandurra, G., 2018. "Renewable energy development and green public policies complementarities: The case of developed and developing countries," Renewable Energy, Elsevier, vol. 115(C), pages 741-749.
    17. Sarstedt, Marko & Ringle, Christian M. & Smith, Donna & Reams, Russell & Hair, Joseph F., 2014. "Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 105-115.
    18. Jacksohn, Anke & Grösche, Peter & Rehdanz, Katrin & Schröder, Carsten, 2019. "Drivers of renewable technology adoption in the household sector," Energy Economics, Elsevier, vol. 81(C), pages 216-226.
    19. Lee, Hwarang & Kang, Sung Won & Koo, Yoonmo, 2020. "A hybrid energy system model to evaluate the impact of climate policy on the manufacturing sector: Adoption of energy-efficient technologies and rebound effects," Energy, Elsevier, vol. 212(C).
    20. Swider, Derk J. & Beurskens, Luuk & Davidson, Sarah & Twidell, John & Pyrko, Jurek & Prüggler, Wolfgang & Auer, Hans & Vertin, Katarina & Skema, Romualdas, 2008. "Conditions and costs for renewables electricity grid connection: Examples in Europe," Renewable Energy, Elsevier, vol. 33(8), pages 1832-1842.
    21. Franceschinis, Cristiano & Thiene, Mara & Scarpa, Riccardo & Rose, John & Moretto, Michele & Cavalli, Raffaele, 2017. "Adoption of renewable heating systems: An empirical test of the diffusion of innovation theory," Energy, Elsevier, vol. 125(C), pages 313-326.
    22. Blazquez, Jorge & Nezamuddin, Nora & Zamrik, Tamim, 2018. "Economic policy instruments and market uncertainty: Exploring the impact on renewables adoption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 224-233.
    23. Moon, Sangkil & Bergey, Paul K. & Bove, Liliana L. & Robinson, Stefanie, 2016. "Message framing and individual traits in adopting innovative, sustainable products (ISPs): Evidence from biofuel adoption," Journal of Business Research, Elsevier, vol. 69(9), pages 3553-3560.
    24. Sommerfeld, Jeff & Buys, Laurie & Vine, Desley, 2017. "Residential consumers’ experiences in the adoption and use of solar PV," Energy Policy, Elsevier, vol. 105(C), pages 10-16.
    25. Wang, Shanyong & Wang, Jing & Li, Jun & Wang, Jinpeng & Liang, Liang, 2018. "Policy implications for promoting the adoption of electric vehicles: Do consumer’s knowledge, perceived risk and financial incentive policy matter?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 58-69.
    26. Jabeen, Gul & Yan, Qingyou & Ahmad, Munir & Fatima, Nousheen & Jabeen, Maria & Li, Heng & Qamar, Shoaib, 2020. "Household-based critical influence factors of biogas generation technology utilization: A case of Punjab province of Pakistan," Renewable Energy, Elsevier, vol. 154(C), pages 650-660.
    27. Martinopoulos, G. & Tsalikis, G., 2018. "Diffusion and adoption of solar energy conversion systems – The case of Greece," Energy, Elsevier, vol. 144(C), pages 800-807.
    28. Wesseh, Presley K. & Lin, Boqiang, 2020. "Energy substitution and technology costs in a transitional economy," Energy, Elsevier, vol. 203(C).
    29. Akintande, Olalekan J. & Olubusoye, Olusanya E. & Adenikinju, Adeola F. & Olanrewaju, Busayo T., 2020. "Modeling the determinants of renewable energy consumption: Evidence from the five most populous nations in Africa," Energy, Elsevier, vol. 206(C).
    30. da Silva, Patrícia Pereira & Cerqueira, Pedro André & Ogbe, Wojolomi, 2018. "Determinants of renewable energy growth in Sub-Saharan Africa: Evidence from panel ARDL," Energy, Elsevier, vol. 156(C), pages 45-54.
    31. Bertsch, Valentin & Hall, Margeret & Weinhardt, Christof & Fichtner, Wolf, 2016. "Public acceptance and preferences related to renewable energy and grid expansion policy: Empirical insights for Germany," Energy, Elsevier, vol. 114(C), pages 465-477.
    32. Rafique, M. Mujahid & Rehman, S., 2017. "National energy scenario of Pakistan – Current status, future alternatives, and institutional infrastructure: An overview," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 156-167.
    33. Ali, S.M. Hassan & Zuberi, M. Jibran S. & Tariq, M. Arsalan & Baker, Derek & Mohiuddin, Abdullah, 2015. "A study to incorporate renewable energy technologies into the power portfolio of Karachi, Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 14-22.
    34. Shimbar, Ali & Ebrahimi, Seyed Babak, 2020. "Political risk and valuation of renewable energy investments in developing countries," Renewable Energy, Elsevier, vol. 145(C), pages 1325-1333.
    35. Bartolini, Andrea & Comodi, Gabriele & Salvi, Danilo & Østergaard, Poul Alberg, 2020. "Renewables self-consumption potential in districts with high penetration of electric vehicles," Energy, Elsevier, vol. 213(C).
    36. Mutua, John & Ngui, Dianah & Osiolo, Helen & Aligula, Eric & Gachanja, James, 2012. "Consumers satisfaction in the energy sector in Kenya," Energy Policy, Elsevier, vol. 48(C), pages 702-710.
    37. Rahbauer, Sebastian & Menapace, Luisa & Menrad, Klaus & Lang, Hannes, 2018. "Determinants for the adoption of green electricity by German SMEs – An empirical examination," Energy Policy, Elsevier, vol. 123(C), pages 533-543.
    38. Inhoffen, Justus & Siemroth, Christoph & Zahn, Philipp, 2019. "Minimum prices and social interactions: Evidence from the German renewable energy program," Energy Economics, Elsevier, vol. 78(C), pages 350-364.
    39. Yasmin, Nazia & Grundmann, Philipp, 2019. "Adoption and diffusion of renewable energy – The case of biogas as alternative fuel for cooking in Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 101(C), pages 255-264.
    40. Van Dael, Miet & Lizin, Sebastien & Swinnen, Gilbert & Van Passel, Steven, 2017. "Young people’s acceptance of bioenergy and the influence of attitude strength on information provision," Renewable Energy, Elsevier, vol. 107(C), pages 417-430.
    41. Yaqoot, Mohammed & Diwan, Parag & Kandpal, Tara C., 2016. "Review of barriers to the dissemination of decentralized renewable energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 477-490.
    42. Necmi K. Avkiran & Christian M. Ringle (ed.), 2018. "Partial Least Squares Structural Equation Modeling," International Series in Operations Research and Management Science, Springer, number 978-3-319-71691-6, December.
    43. Grainger, Corbett A. & Zhang, Fan, 2019. "Electricity shortages and manufacturing productivity in Pakistan," Energy Policy, Elsevier, vol. 132(C), pages 1000-1008.
    44. He, Pan & Veronesi, Marcella, 2017. "Personality traits and renewable energy technology adoption: A policy case study from China," Energy Policy, Elsevier, vol. 107(C), pages 472-479.
    45. Mejia, Mario A. & Melo, Joel D. & Zambrano-Asanza, Sergio & Padilha-Feltrin, Antonio, 2020. "Spatial-temporal growth model to estimate the adoption of new end-use electric technologies encouraged by energy-efficiency programs," Energy, Elsevier, vol. 191(C).
    46. Halder, Pradipta & Pietarinen, Janne & Havu-Nuutinen, Sari & Pöllänen, Sinikka & Pelkonen, Paavo, 2016. "The Theory of Planned Behavior model and students' intentions to use bioenergy: A cross-cultural perspective," Renewable Energy, Elsevier, vol. 89(C), pages 627-635.
    47. Jaiswal, Deepak & Kant, Rishi, 2018. "Green purchasing behaviour: A conceptual framework and empirical investigation of Indian consumers," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 60-69.
    48. Ankrah, Isaac & Lin, Boqiang, 2020. "Renewable energy development in Ghana: Beyond potentials and commitment," Energy, Elsevier, vol. 198(C).
    49. Strazzabosco, A. & Conrad, S.A. & Lant, P.A. & Kenway, S.J., 2020. "Expert opinion on influential factors driving renewable energy adoption in the water industry," Renewable Energy, Elsevier, vol. 162(C), pages 754-765.
    50. Alvarado, Rafael & Deng, Qiushi & Tillaguango, Brayan & Méndez, Priscila & Bravo, Diana & Chamba, José & Alvarado-Lopez, María & Ahmad, Munir, 2021. "Do economic development and human capital decrease non-renewable energy consumption? Evidence for OECD countries," Energy, Elsevier, vol. 215(PB).
    51. Cabrera, Pedro & Lund, Henrik & Carta, José A., 2018. "Smart renewable energy penetration strategies on islands: The case of Gran Canaria," Energy, Elsevier, vol. 162(C), pages 421-443.
    52. Hartmann, Patrick & Apaolaza, Vanessa & D'Souza, Clare & Echebarria, Carmen & Barrutia, Jose M., 2013. "Nuclear power threats, public opposition and green electricity adoption: Effects of threat belief appraisal and fear arousal," Energy Policy, Elsevier, vol. 62(C), pages 1366-1376.
    53. Ali, Akhter & Rahut, Dil Bahadur & Imtiaz, Muhammad, 2019. "Effects of Pakistan's energy crisis on farm households," Utilities Policy, Elsevier, vol. 59(C), pages 1-1.
    54. Mital, Monika & Chang, Victor & Choudhary, Praveen & Papa, Armando & Pani, Ashis K., 2018. "Adoption of Internet of Things in India: A test of competing models using a structured equation modeling approach," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 339-346.
    55. Uzair, Muhammad & Sohail, Syed Sarosh & Shaikh, Nasir Uddin & Shan, Ali, 2020. "Agricultural residue as an alternate energy source: A case study of Punjab province, Pakistan," Renewable Energy, Elsevier, vol. 162(C), pages 2066-2074.
    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. Fang, Zhen, 2023. "Assessing the impact of renewable energy investment, green technology innovation, and industrialization on sustainable development: A case study of China," Renewable Energy, Elsevier, vol. 205(C), pages 772-782.
    2. Yin, Sihua & Yang, Haidong & Xu, Kangkang & Zhu, Chengjiu & Zhang, Shaqing & Liu, Guosheng, 2022. "Dynamic real–time abnormal energy consumption detection and energy efficiency optimization analysis considering uncertainty," Applied Energy, Elsevier, vol. 307(C).
    3. Jianfang Liang & Jingjun Li & Qinyuan Lei, 2022. "Exploring the Influence of Environmental Values on Green Consumption Behavior of Apparel: A Chain Multiple Mediation Model among Chinese Generation Z," Sustainability, MDPI, vol. 14(19), pages 1-26, October.
    4. Tang, Yanyan & Zhang, Qi & Liu, Boyu & Li, Yan & Ni, Ruiyan & Wang, Yi, 2023. "What influences residents’ intention to participate in the electric vehicle battery recycling? Evidence from China," Energy, Elsevier, vol. 276(C).
    5. Muhammad Irfan & Nadeem Akhtar & Munir Ahmad & Farrukh Shahzad & Rajvikram Madurai Elavarasan & Haitao Wu & Chuxiao Yang, 2021. "Assessing Public Willingness to Wear Face Masks during the COVID-19 Pandemic: Fresh Insights from the Theory of Planned Behavior," IJERPH, MDPI, vol. 18(9), pages 1-22, April.
    6. Munir Ahmad & Gul Jabeen & Syed Ahsan Ali Shah & Abdul Rehman & Fayyaz Ahmad & Cem Işik, 2022. "Assessing long- and short-run dynamic interplay among balance of trade, aggregate economic output, real exchange rate, and CO2 emissions in Pakistan," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(5), pages 7283-7323, May.
    7. Muhammad Waqas Rana & Sufang Zhang & Shahid Ali & Iqra Hamid, 2022. "Investigating Green Financing Factors to Entice Private Sector Investment in Renewables via Digital Media: Energy Efficiency and Sustainable Development in the Post-COVID-19 Era," Sustainability, MDPI, vol. 14(20), pages 1-19, October.
    8. Song, Yan & Zhang, Lu & Zhang, Ming, 2022. "Research on the impact of public climate policy cognition on low-carbon travel based on SOR theory—Evidence from China," Energy, Elsevier, vol. 261(PA).
    9. Imran Ali & Mohammad Naushad, 2023. "Determinants of Green Energy Technology Purchase Intention: An Analytical Study," International Journal of Energy Economics and Policy, Econjournals, vol. 13(4), pages 375-382, July.
    10. Irfan, Muhammad & Elavarasan, Rajvikram Madurai & Ahmad, Munir & Mohsin, Muhammad & Dagar, Vishal & Hao, Yu, 2022. "Prioritizing and overcoming biomass energy barriers: Application of AHP and G-TOPSIS approaches," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    11. Nketiah, Emmanuel & Song, Huaming & Adu-Gyamfi, Gibbson & Obuobi, Bright & Adjei, Mavis & Cudjoe, Dan, 2022. "Does government involvement and awareness of benefit affect Ghanaian's willingness to pay for renewable green electricity?," Renewable Energy, Elsevier, vol. 197(C), pages 683-694.
    12. Shan, Shan & Ahmad, Munir & Tan, Zhixiong & Adebayo, Tomiwa Sunday & Man Li, Rita Yi & Kirikkaleli, Dervis, 2021. "The role of energy prices and non-linear fiscal decentralization in limiting carbon emissions: Tracking environmental sustainability," Energy, Elsevier, vol. 234(C).
    13. Lin, Boqiang & Shi, Lei, 2022. "Do environmental quality and policy changes affect the evolution of consumers’ intentions to buy new energy vehicles," Applied Energy, Elsevier, vol. 310(C).
    14. Ahmad, Munir & Khan, Irfan & Shahzad Khan, Muhammad Qaiser & Jabeen, Gul & Jabeen, Hafiza Samra & Işık, Cem, 2023. "Households' perception-based factors influencing biogas adoption: Innovation diffusion framework," Energy, Elsevier, vol. 263(PE).
    15. Shi, Lei & Wu, Rongxin & Lin, Boqiang, 2023. "Where will go for electric vehicles in China after the government subsidy incentives are abolished? A controversial consumer perspective," Energy, Elsevier, vol. 262(PA).
    16. Ahmad, Fayyaz & Draz, Muhammad Umar & Chandio, Abbas Ali & Ahmad, Munir & Su, Lijuan & Shahzad, Farrukh & Jia, Mingqi, 2022. "Natural resources and environmental quality: Exploring the regional variations among Chinese provinces with a novel approach," Resources Policy, Elsevier, vol. 77(C).
    17. Neves, C. & Oliveira, T. & Santini, F., 2022. "Sustainable technologies adoption research: A weight and meta-analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 165(C).

    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. Jabeen, Gul & Yan, Qingyou & Ahmad, Munir & Fatima, Nousheen & Jabeen, Maria & Li, Heng & Qamar, Shoaib, 2020. "Household-based critical influence factors of biogas generation technology utilization: A case of Punjab province of Pakistan," Renewable Energy, Elsevier, vol. 154(C), pages 650-660.
    2. Ahmad, Munir & Khan, Irfan & Shahzad Khan, Muhammad Qaiser & Jabeen, Gul & Jabeen, Hafiza Samra & Işık, Cem, 2023. "Households' perception-based factors influencing biogas adoption: Innovation diffusion framework," Energy, Elsevier, vol. 263(PE).
    3. Khuong, Phuong M. & Scheller, Fabian & McKenna, Russell & Keles, Dogan & Fichtner, Wolf, 2020. "Willingness to pay for residential PV: Reconciling gaps between acceptance and adoption," Working Paper Series in Production and Energy 46, Karlsruhe Institute of Technology (KIT), Institute for Industrial Production (IIP).
    4. Waris, Idrees & Hameed, Irfan, 2019. "Using Extended Model of Theory of Planned Behavior to Predict Purchase Intention of Energy Efficient Home Appliances in Pakistan," MPRA Paper 109612, University Library of Munich, Germany.
    5. Liobikienė, Genovaitė & Miceikienė, Astrida, 2022. "The role of financial, social and informational mechanisms on willingness to use bioenergy," Renewable Energy, Elsevier, vol. 194(C), pages 21-27.
    6. Somoye, Oluwatoyin Abidemi & Ozdeser, Huseyin & Seraj, Mehdi, 2022. "Modeling the determinants of renewable energy consumption in Nigeria: Evidence from Autoregressive Distributed Lagged in error correction approach," Renewable Energy, Elsevier, vol. 190(C), pages 606-616.
    7. Meles, Tensay Hadush & Ryan, Lisa, 2022. "Adoption of renewable home heating systems: An agent-based model of heat pumps in Ireland," Renewable and Sustainable Energy Reviews, Elsevier, vol. 169(C).
    8. Wang, Jianjun & Liu, Fang & Li, Li & Zhang, Jian, 2022. "More than innovativeness: Comparing residents’ motivations for participating renewable energy communities in different innovation segments," Renewable Energy, Elsevier, vol. 197(C), pages 552-563.
    9. Muhammad Yaseen Bhutto & Yasir Ali Soomro & Hailan Yang, 2022. "Extending the Theory of Planned Behavior: Predicting Young Consumer Purchase Behavior of Energy-Efficient Appliances (Evidence From Developing Economy)," SAGE Open, , vol. 12(1), pages 21582440221, February.
    10. Meles, Tensay Hadush & Ryan, Lisa & Mukherjee, Sanghamitra C., 2022. "Heterogeneity in preferences for renewable home heating systems among Irish households," Applied Energy, Elsevier, vol. 307(C).
    11. Saqib Ali & Habib Ullah & Minhas Akbar & Waheed Akhtar & Hasan Zahid, 2019. "Determinants of Consumer Intentions to Purchase Energy-Saving Household Products in Pakistan," Sustainability, MDPI, vol. 11(5), pages 1-20, March.
    12. Fotio, Herve Kaffo & Nchofoung, Tii N. & Asongu, Simplice A., 2022. "Financing renewable energy generation in SSA: Does financial integration matter?," Renewable Energy, Elsevier, vol. 201(P2), pages 47-59.
    13. Ibrahiem, Dalia M. & Hanafy, Shaimaa A., 2021. "Do energy security and environmental quality contribute to renewable energy? The role of trade openness and energy use in North African countries," Renewable Energy, Elsevier, vol. 179(C), pages 667-678.
    14. Tinta, Abdoulganiour Almame, 2023. "Education puzzle, financial inclusion, and energy substitution: Growth Scales," Energy Policy, Elsevier, vol. 175(C).
    15. Goodarzi, Shadi & Masini, Andrea & Aflaki, Sam & Fahimnia, Behnam, 2021. "Right information at the right time: Reevaluating the attitude–behavior gap in environmental technology adoption," International Journal of Production Economics, Elsevier, vol. 242(C).
    16. Joaquín Fuentes-del-Burgo & Elena Navarro-Astor & Nuno M. M. Ramos & João Poças Martins, 2021. "Exploring the Critical Barriers to the Implementation of Renewable Technologies in Existing University Buildings," Sustainability, MDPI, vol. 13(22), pages 1-24, November.
    17. Munir Ahmad & Nadeem Akhtar & Gul Jabeen & Muhammad Irfan & Muhammad Khalid Anser & Haitao Wu & Cem Işık, 2021. "Intention-Based Critical Factors Affecting Willingness to Adopt Novel Coronavirus Prevention in Pakistan: Implications for Future Pandemics," IJERPH, MDPI, vol. 18(11), pages 1-28, June.
    18. Carfora, A. & Pansini, R.V. & Scandurra, G., 2021. "The role of environmental taxes and public policies in supporting RES investments in EU countries: Barriers and mimicking effects," Energy Policy, Elsevier, vol. 149(C).
    19. Xiaoyun Zhang & Feng Dong, 2020. "Why Do Consumers Make Green Purchase Decisions? Insights from a Systematic Review," IJERPH, MDPI, vol. 17(18), pages 1-25, September.
    20. Saeid Karimi & Genovaitė Liobikienė & Heshmatollah Saadi & Fatemeh Sepahvand, 2021. "The Influence of Media Usage on Iranian Students’ Pro-Environmental Behaviors: An Application of the Extended Theory of Planned Behavior," Sustainability, MDPI, vol. 13(15), pages 1-19, July.

    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:energy:v:218:y:2021:i:c:s0360544220326013. 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.journals.elsevier.com/energy .

    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.