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Abstract

Transportation is closely related and to support daily community mobility, 90% of road transportation operates on fossil fuel and it has always been accompanied by new innovations. Electric vehicles are predicted to be the future transportation to reduce greenhouse emissions. This study combines theories on behavioral and technology acceptance to create value co-creation and enhance community well-being. This quantitative study surveyed 210 respondents from the target community especially in Java island, who intend to adopt electric vehicles (EVs) using Google Form. PLS-SEM was used to evaluate research framework which integrates TPB, Technology Acceptance Model (TAM), and Unified Theory of Acceptance and Use of Technology (UTAUT) with value co-creation and quality of society life into nine hypotheses. The study results showed that perceptions of technology security, technology trust, community empowerment, and subsidy policies have a significant effect on adoption intentions (p-value0.05). Adoption intention did not significantly affect on the quality of life (p-value 0.142>0.05). Intention to adopt, value co-creation, and subsidy policy have a positive relationship with the quality of community life. The government's roles in ensuring consistent subsidy policies and community empowerment program is crucial for building awareness and trust to adopt the EV.

References

Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T

Akbar, S., Putra, R. P., Saragih, I. M. N., & Ranasti, N. (2025). Circular economy transition through community-based ecopreneurship empowerment model: Reconstructing the environmental care community. EcoProfit: Sustainable and Environment Business, 3(1), 51–70. https://doi.org/10.61511/ecoprofit.v3i1.2025.2152

Alnavis, N. B., Wirawan, R. R., Solihah, K. I., & Nugroho, V. H. (2024). Energi listrik berkelanjutan: Potensi dan tantangan penyediaan energi listrik di Indonesia. Journal of Innovation Materials, Energy, and Sustainable Engineering, 1(2), 119–139. https://doi.org/10.61511/jimese.v1i2.2024.544

Athigakunagorn, N., Limsawasd, C., Mano, D., Khathawatcharakun, P., & Labi, S. (2024). Promoting sustainable policy in construction: Reducing greenhouse gas emissions through performance-variation based contract clauses. Journal of Cleaner Production, 448, 141594. https://doi.org/10.1016/j.jclepro.2024.141594

Bali Swain, R., & Yang-Wallentin, F. (2020). Achieving sustainable development goals: predicaments and strategies. International Journal of Sustainable Development and World Ecology, 27(2), 96–106. https://doi.org/10.1080/13504509.2019.1692316

Boukerche, A., & Coutinho, R. W. L. (2019). Crowd management: The overlooked component of smart transportation systems. IEEE Communications Magazine, 57(4), 48–53. https://doi.org/10.1109/MCOM.2019.1800641

BPS. (2023). Jumlah Kendaraan Bermotor Menurut Provinsi dan Jenis Kendaraan (unit), 2023. https://www.bps.go.id/id/statistics-table/3/VjJ3NGRGa3dkRk5MTlU1bVNFOTVVbmQyVURSTVFUMDkjMw==/jumlah-kendaraan-bermotor-menurut-provinsi-dan-jenis-kendaraan--unit-.html?year=2023

Chen, C. F., & Lee, C. H. (2023). Investigating shared e-scooter users’ customer value co-creation behaviors and their antecedents: Perceived service quality and perceived value. Transport Policy, 136, 147–154. https://doi.org/10.1016/j.tranpol.2023.03.015

Cheng, Z., Wang, L., & Zhang, Y. (2022). Does smart city policy promote urban green and low-carbon development? Journal of Cleaner Production, 379, 134780. https://doi.org/10.1016/j.jclepro.2022.134780

Cheung, G. W., Cooper-Thomas, H. D., Lau, R. S., & Wang, L. C. (2024). Reporting reliability, convergent and discriminant validity with structural equation modeling: A review and best-practice recommendations. Asia Pacific Journal of Management, 41(2), 745–783. https://doi.org/10.1007/s10490-023-09871-y

Crippa, M., Guizzardi, D., Pagani, F., Banja, M., Muntean, M., Schaaf, E., Monforti-Ferrario, F., Becker, W., Quadrelli, R., Risquez Martin, A., Taghavi-Moharamli, P., Köykkä, J., Grassi, G., Rossi, S., Melo, J., Oom, D., Branco, A., San-Miguel, J., Manca, G., Pisoni, E., Vignati, E., & Pekar, F. (2024). GHG emissions of all world countries (JRC138862). Publications Office of the European Union. https://doi.org/10.2760/4002897

Das, S., Boruah, A., Banerjee, A., Raoniar, R., Nama, S., & Maurya, A. K. (2021). Impact of COVID-19: A radical modal shift from public to private transport mode. Transport Policy, 109, 1–11. https://doi.org/10.1016/j.tranpol.2021.05.005

Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly: Management Information Systems, 13(3), 319–340. https://doi.org/10.2307/249008

Dudziak, A., Droździel, P., Stoma, M., & Caban, J. (2022). Market Electrification for BEV and PHEV in Relation to the Level of Vehicle Autonomy. Energies, 15(9), 3120. https://doi.org/10.3390/en15093120

Eguiluz-Gracia, I., Mathioudakis, A. G., Bartel, S., Vijverberg, S. J. H., Fuertes, E., Comberiati, P., Cai, Y. S., Tomazic, P. V., Diamant, Z., Vestbo, J., Galan, C., & Hoffmann, B. (2020). The need for clean air: The way air pollution and climate change affect allergic rhinitis and asthma. Allergy, 75(9), 2170–2184. https://doi.org/10.1111/all.14177

Featherman, M., Jia, S. (Jasper), Califf, C. B., & Hajli, N. (2021). The impact of new technologies on consumers beliefs: Reducing the perceived risks of electric vehicle adoption. Technological Forecasting and Social Change, 169, 120847. https://doi.org/10.1016/j.techfore.2021.120847

Ghosh, A. (2020). Possibilities and challenges for the inclusion of the electric vehicle (EV) to reduce the carbon footprint in the transport sector: A review. Energies, 13(10), 2602. https://doi.org/10.3390/en13102602

Gohar, A., & Nencioni, G. (2021). The role of 5g technologies in a smart city: The case for intelligent transportation system. Sustainability (Switzerland), 13(9), 5188. https://doi.org/10.3390/su13095188

Gönül, Ö., Duman, A. C., & Güler, Ö. (2021). Electric vehicles and charging infrastructure in Turkey: An overview. enewable and Sustainable Energy Reviews, 143, 110913. https://doi.org/10.1016/j.rser.2021.110913

Gu, H., Yan, W., Elahi, E., & Cao, Y. (2020). Air pollution risks human mental health: an implication of two-stages least squares estimation of interaction effects. Environmental Science and Pollution Research, 27(2), 2036–2043. https://doi.org/10.1007/s11356-019-06612-x

Guzman, L. A., Oviedo, D., Arellana, J., & Cantillo-García, V. (2021). Buying a car and the street: Transport justice and urban space distribution. Transportation Research Part D: Transport and Environment, 95, 102860. https://doi.org/10.1016/j.trd.2021.102860

Haghani, M., Sprei, F., Kazemzadeh, K., Shahhoseini, Z., & Aghaei, J. (2023). Trends in electric vehicles research. Transportation Research Part D: Transport and Environment, 123, 103881. https://doi.org/10.1016/j.trd.2023.103881

Hair, J. F., Jr., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. Springer. https://doi.org/10.1007/978-3-030-80519-7

Halkos, G., & Gkampoura, E. C. (2021). Where do we stand on the 17 Sustainable Development Goals? An overview on progress. Economic Analysis and Policy, 70, 94–122. https://doi.org/10.1016/j.eap.2021.02.001

Harjono, C., Gianto, L., Sidik, R., & Widaningrum, D. L. (2024). Forecasting air pollution driven by vehicle growth, public transport, industry, and household waste. Journal of Environmental Science and Sustainable Development, 7(2), 743–763. https://doi.org/10.7454/jessd.v7i2.1272

Herdiansyah, H. (2023). Smart city based on community empowerment, social capital, and public trust in urban areas. Global Journal of Environmental Science and Management, 9(1), 113-128. https://doi.org/10.22034/gjesm.2023.01.09

Jaiswal, D., Kaushal, V., Kant, R., & Kumar Singh, P. (2021). Consumer adoption intention for electric vehicles: Insights and evidence from Indian sustainable transportation. Technological Forecasting and Social Change, 173, 121089. https://doi.org/10.1016/j.techfore.2021.121089

Kazancoglu, Y., Ozbiltekin-Pala, M., & Ozkan-Ozen, Y. D. (2021). Prediction and evaluation of greenhouse gas emissions for sustainable road transport within Europe. Sustainable Cities and Society, 70, 102924. https://doi.org/10.1016/j.scs.2021.102924

Kristiadi, Y., Sari, R.F., Herdiansyah, H., Hasibuan, H.S., & Lim, T.H. (2022). Developing DPSIR Framework for Managing Climate Change in Urban Areas: A Case Study in Jakarta, Indonesia. Sustainability, 14(23), 15773. https://doi.org/10.3390/su142315773

Khurana, A., Kumar, V. V. R., & Sidhpuria, M. (2020). A Study on the Adoption of Electric Vehicles in India: The Mediating Role of Attitude. Vision, 24(1), 34–42. https://doi.org/10.1177/0972262919875548

Kou, G., Yüksel, S., & Dinçer, H. (2022). Inventive problem-solving map of innovative carbon emission strategies for solar energy-based transportation investment projects. Applied Energy, 311, 118680. https://doi.org/10.1016/j.apenergy.2022.118680

Manutworakit, P., & Choocharukul, K. (2022). Factors Influencing Battery Electric Vehicle Adoption in Thailand—Expanding the Unified Theory of Acceptance and Use of Technology’s Variables. Sustainability (Switzerland), 14(14). https://doi.org/10.3390/su14148482

Maudina, N., & Purnomo, E. P. (2023). Sustainable transportation in Southeast Asian countries: Implementation of green transport. Journal of Environmental Science and Sustainable Development, 6(2), 367–381. https://doi.org/10.7454/jessd.v6i2.1168

Meszaros, F., Shatanawi, M., & Ogunkunbi, G. A. (2020). Challenges of the electric vehicle markets in emerging economies. Periodica Polytechnica Transportation Engineering, 49(1), 93–101. https://doi.org/10.3311/PPTR.14037

Mohammadi, N., Mostofi, H., & Dienel, H. L. (2023). Policy Chain of Energy Transition from Economic and Innovative Perspectives: Conceptual Framework and Consistency Analysis. Sustainability (Switzerland), 15(17), 12693. https://doi.org/10.3390/su151712693

Oladimeji, D., Gupta, K., Kose, N. A., Gundogan, K., Ge, L., & Liang, F. (2023). Smart Transportation: An Overview of Technologies and Applications. Sensors, 23(8), 3880. https://doi.org/10.3390/s23083880

Opata, C. N., Xiao, W., Nusenu, A. A., Tetteh, S., & John Narh, T. W. (2020). Customer Value Co-Creation in the Automobile Industry: Antecedents, Satisfaction, and Moderation. SAGE Open, 10(3). https://doi.org/10.1177/2158244020948527

Putri, H. I. S. (2025). Open innovation analysis of the penta helix electric bus collaboration: Advancements in sustainable energy and engineering. Journal of Innovation Materials, Energy, and Sustainable Engineering, 2(2), 110–124. https://doi.org/10.61511/jimese.v2i2.2025.1218

Razmjoo, A., Gandomi, A. H., Pazhoohesh, M., Mirjalili, S., & Rezaei, M. (2022). The key role of clean energy and technology in smart cities development. Energy Strategy Reviews, 44, 100943. https://doi.org/10.1016/j.esr.2022.100943

Sohaib, M., & Han, H. (2023). Building value co-creation with social media marketing, brand trust, and brand loyalty. Journal of Retailing and Consumer Services, 74, 103442. https://doi.org/10.1016/j.jretconser.2023.103442

Taber, K. S. (2018). The Use of Cronbach’s Alpha When Developing and Reporting Research Instruments in Science Education. Research in Science Education, 48(6), 1273–1296. https://doi.org/10.1007/s11165-016-9602-2

Tamimi, H. A., & Paramita, C. (2025). The strategic role of renewable energy in supporting net-zero emissions targets in industrial clusters: Pathways to achieving sustainability. Applied Environmental Science, 2(2), 93–107. https://doi.org/10.61511/aes.v2i2.2025.1445

Umar, M., Ji, X., Kirikkaleli, D., & Xu, Q. (2020). COP21 Roadmap: Do innovation, financial development, and transportation infrastructure matter for environmental sustainability in China? Journal of Environmental Management, 271, 111026. https://doi.org/10.1016/j.jenvman.2020.111026

Unterluggauer, T., Rich, J., Andersen, P. B., & Hashemi, S. (2022). Electric vehicle charging infrastructure planning for integrated transportation and power distribution networks: A review. eTransportation, 12, 100163. https://doi.org/10.1016/j.etran.2022.100163

Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly: Management Information Systems, 27(3), 425–478. https://doi.org/10.2307/30036540

Veza, I., Asy’ari, M. Z., Idris, M., Epin, V., Rizwanul Fattah, I. M., & Spraggon, M. (2023). Electric vehicle (EV) and driving towards sustainability: Comparison between EV, HEV, PHEV, and ICE vehicles to achieve net zero emissions by 2050 from EV. Alexandria Engineering Journal, 82, 459–467. https://doi.org/10.1016/j.aej.2023.10.020

Zhang, J., Li, S., & Wang, Y. (2023). Shaping a Smart Transportation System for Sustainable Value Co-Creation. Information Systems Frontiers, 25(1), 365–380. https://doi.org/10.1007/s10796-021-10139-3

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