Articles
PENGARUH PERCEIVED USEFULNESS, SOCIAL INFLUENCE, DAN ENVIRONMENTAL CONCERN TERHADAP PURCHASE INTENTION MOBIL LISTRIK MELALUI ATTITUDE SEBAGAI MEDIASI
Published 2026-07-12
Keywords
- Attitude,
- Electric Vehicle,
- Environmental Concern,
- Perceived Usefulness,
- Purchase Intention
- Social Influence,
- attitude,
- environmental concern,
- mobil listrik,
- perceived usefulness,
- purchase intention,
- social influence ...More
How to Cite
PENGARUH PERCEIVED USEFULNESS, SOCIAL INFLUENCE, DAN ENVIRONMENTAL CONCERN TERHADAP PURCHASE INTENTION MOBIL LISTRIK MELALUI ATTITUDE SEBAGAI MEDIASI. (2026). Musytari : Jurnal Manajemen, Akuntansi, Dan Ekonomi, 25(8). https://doi.org/10.2238/g5brwq67
Abstract
This study aims to analyze the influence of perceived usefulness, social influence, and environmental concern on purchase intention toward electric vehicles, with attitude as a mediating variable among the Millennial Generation in Jakarta. This research employs a quantitative approach using purposive sampling. Data were collected from 250 respondents who met the research criteria and were analyzed using Structural Equation Modeling (SEM) with the assistance of AMOS. The results show that social influence has a positive effect on both purchase intention and attitude, while perceived usefulness only affects attitude. Meanwhile, perceived usefulness, environmental concern, and attitude do not significantly affect purchase intention, and environmental concern does not affect attitude. Furthermore, attitude fails to mediate the effect of perceived usefulness, social influence, and environmental concern on purchase intention. These findings indicate that social influence is the most decisive factor in increasing the intention to purchase electric vehicles among Millennials in Jakarta. Penelitian ini bertujuan untuk menganalisis pengaruh perceived usefulness, social influence, dan environmental concern terhadap purchase intention mobil listrik dengan attitude sebagai variabel mediasi pada Generasi Milenial di Kota Jakarta. Penelitian ini menggunakan pendekatan kuantitatif dengan teknik purposive sampling. Data dikumpulkan dari 250 responden yang memenuhi kriteria penelitian dan dianalisis menggunakan Structural Equation Modeling (SEM) berbasis Covariance-Based SEM dengan bantuan AMOS. Hasil penelitian menunjukkan bahwa social influence berpengaruh positif terhadap purchase intention dan attitude, sedangkan perceived usefulness hanya berpengaruh positif terhadap attitude. Sementara itu, perceived usefulness, environmental concern, dan attitude tidak berpengaruh terhadap purchase intention, serta environmental concern tidak berpengaruh terhadap attitude. Selain itu, attitude tidak mampu memediasi pengaruh perceived usefulness, social influence, dan environmental concern terhadap purchase intention. Temuan ini menunjukkan bahwa pengaruh sosial menjadi faktor yang paling berperan dalam meningkatkan niat membeli mobil listrik pada Generasi Milenial di Kota Jakarta.References
- Abdulraheem, G., & Alsheikh, A. (2021). Structural Equation Modelling Using AMOS based Empirical Analysis : Direct and Indirect Effects of Job Performance Factors among Jordanian Islamic Banks. Webology, 18(2), 955--971. https://doi.org/10.14704/WEB/V18I2/WEB18366
- Ajzen. (1991). The Theory of Planned Behavior. Organizational Behavior and Human Decision Processes, 50(2).
- Al-maamari, W. S. (2025). Advancing Sustainable Urban Mobility in Oman : Unveiling the Predictors of Electric Vehicle Adoption Intentions. World Electric Vehicle Journal, 16(7).
- Alamsyah, A., Artanti, Y., & Surabaya, U. N. (2021). Pengaruh Environmental concern dan perceived environmental knowledge terhadap niat beli hijau melalui environmental Attitude sebagai variabel mediasi. Ilmu Manajemen, 11, 858--870.
- An, G. K., & Ngo, T. T. A. (2025). AI-powered personalized advertising and Purchase intention in Vietnam's digital landscape: The role of trust, relevance, and usefulness. Journal of Open Innovation: Technology, Market, and Complexity, 11(3), 100580. https://doi.org/10.1016/j.joitmc.2025.100580
- Arshad, H. M., Saleem, K., Shafi, S., Ahmad, T., & Kanwal, S. (2021). Environmental Awareness , Concern , Attitude and Behavior of University Students : A Comparison Across Academic Disciplines. International Journal of Sustainability in Higher Education, 30(1), 561--570. https://doi.org/10.15244/pjoes/122617
- Bai, L., & Wang, M. (2019). Understanding the Antecedents of Organic Food Purchases : The Important Roles of Beliefs , Subjective Norms , and Identity Expressiveness. Sustainability, 11(11).
- Bapenda - Provinsi DKI Jakarta. (2025). Punya Kendaraan Listrik di Jakarta? Ini Keuntungannya! Bapenda Jakarta.
- Bartholomew, T. T., Joy, E. E., Kang, E., & Brown, J. (2021). A choir or cacophony ? Sample sizes and quality of conveying participants ' voices in phenomenological research. Qualitative Health Research. https://doi.org/10.1177/20597991211040063
- Casteel, A., & Bridier, N. L. (2021). Describing Populations and Samples in Doctoral Student Research. International Journal of Doctoral Studies, 16, 339--362.
- Cava, L. La, Aiello, L. M., & Tagarelli, A. (2023). Drivers of Social influence in the Twitter migration to Mastodon. Scientific Reports, 0123456789, 1--12. https://doi.org/10.1038/s41598-023-48200-7
- Chen, P., & Selamat, M. H. (2025). The Impact of Policy Incentives on the Purchase of Electric Vehicles by Consumers in China ' s First-Tier Cities : Moderate-Mediate Analysis. Sustainability (Switzerland), 17(12), 1--17.
- Cruz, S. M., & Manata, B. (2020). Measurement of Environmental concern : A Review and Analysis. Frontiers in Psychology, 11, 1--14. https://doi.org/10.3389/fpsyg.2020.00363
- Dananjaya, D. (2024). Jumlah SPKLU PLN Tembus 1.370 Unit per Mei 2024. Kompas.Com.
- Dash, A. (2020). Determinants of EVs adoption : a study on green behavior of consumers. Smart and Sustainable Built Environment, 10(1), 125--137. https://doi.org/10.1108/SASBE-02-2019-0015
- Dash, G., & Paul, J. (2021). Technological Forecasting & Social Change CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting. Technological Forecasting & Social Change, 173(August), 121092. https://doi.org/10.1016/j.techfore.2021.121092
- Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319--340.
- Duckett, L. J. (2021). Quantitative Research Excellence : Study Design and Reliable and Valid Measurement of Variables. Journal of Human Lactation, 37(3), 1--8. https://doi.org/10.1177/08903344211019285
- Dutta, B., & Hwang, H. (2021). Consumers Purchase intentions of Green Electric Vehicles : The Influence of Consumers Technological and Environmental Considerations. Sustainability.
- Ebaidalla, E. M., Abusin, S., Malkawi, A. H., & Mandikiana, B. W. (2025). Exploring Youth ' s intentions to purchase electric and hybrid vehicles in Qatar : The role of moral norms and Environmental concern. Cleaner and Responsible Consumption, 19(October), 100343. https://doi.org/10.1016/j.clrc.2025.100343
- Eryolanda, E. I., Sukanto, A. G., Teasari, I., Mahyudi, A., Purnomo, A. Y., & Istijanto, I. (2024). Factors that Influence Electric Vehicle Purchase intention: an Evidence from Indonesia. Matrik : Jurnal Manajemen, Strategi Bisnis Dan Kewirausahaan, 2030(27), 86. https://doi.org/10.24843/matrik:jmbk.2024.v18.i01.p07
- Fadhilah, N., Yani, I., Violin, V., & Apramilda, R. (2025). The Role of Marketing Campaigns Through Social Media and Perceived usefulness on Purchase intention of Electric Vehicle. International Journal of Engineering, Science and Information Technology, 5(2), 18--22.
- Farzin, M., & Shababi, H. (2023). The determinants of eco-fashion Purchase intention and willingness to pay. Spanish Journal of Marketing -- ESIC, 27(3), 348--366. https://doi.org/10.1108/SJME-07-2022-0158
- Farzin, M., & Shababi, H. (2025). The determinants of eco-fashion Purchase intention and willingness to pay. Panish Journal of Marketing -- ESIC, 27(3), 348--366. https://doi.org/10.1108/SJME-07-2022-0158
- Fawehinmi, O., Yusliza, M. Y., Mohamad, Z., Faezah, J. N., & Muhammad, Z. (2019). Assessing the green behaviour of academics The role of green human resource management and environmental knowledge. International Journal of Manpower, 41. https://doi.org/10.1108/IJM-07-2019-0347
- Fowler, R. (2025). Younger drivers prioritise technology, while older generations focus on sustainability, Peugeot UK research finds. Motortradenews.
- Gakindo. (2025). Vehicle Sales by Province in Indonesia January-May 2025. Gaikindo.or.Id.
- García De Blanes Sebastiá , Sarmiento-Guede, Azuara-Grande, J. V. (2023). Analysis of factors influencing Attitude and intention to use electric vehicles for sustainable future. The Journal of Technology Transfer, 139, 318--324.
- Hair. Jr, J. F. H., Black, W. C., Babin, B. J., Anderson, R. E., Black, W. C., & Anderson, R. E. (2019). MULTIVARIATE DATA ANALYSIS (8th ed.). Cengage Learning.
- Hameed, I., & Zainab, B. (2025). Willing to drive green ? Exploring behavioral and policy influences on. International Journal of Energy Sector Management, 20(4). https://doi.org/10.1108/IJESM-05-2025-0046
- Hanartyo, A. (2025). Preferensi Konsumen Terhadap Penggunaan Mobil Listrik Teori Technology Acceptance Model dan Theory of Planned Behavior. MES Management Journal, 4(3), 841--864.
- Handarujati, E. (2024). Analysis of Factors Driving Purchase intention of Electric Cars: Perspective of Theory of Planned Behavior, Norm Activation Model, and Technology Acceptance Model. Journal of Economics and Business UBS, 13(1), 108--129.
- Hasjanah, K. (2024). Kendaraan Listrik Bisa Jadi Solusi Reduksi Emisi Karbon di Sektor Transportasi. Institute for Essential Services Reform.
- Huang, X., & Ge, J. (2019). Electric vehicle development in Beijing : An analysis of consumer Purchase intention. Journal of Cleaner Production, 216, 361--372. https://doi.org/10.1016/j.jclepro.2019.01.231
- Huda, A., Bridle, R., & Suharsono, A. (2025). Indonesian Electric Vehicle Boom: A temporary trend or a long-term vision? Iisd.
- Islam, J. U., Thomas, G., & Albishri, N. A. (2024). From status to sustainability: How Social influence and sustainability consciousness drive green Purchase intentions in luxury restaurants. Acta Psychologica, 251(July), 104595. https://doi.org/10.1016/j.actpsy.2024.104595
- Ivanova, G. (2023). Antecedents of Electric Vehicle Purchase intention from the Consumer ' s Perspective : A Systematic Literature Review. Sustainability, 15(4), 1--27.
- Jayasingh, S., Girija, T., & Arunkumar, S. (2021). Factors influencing consumers' Purchase intention towards electric two‐wheelers. Sustainability (Switzerland), 13(22), 1--20. https://doi.org/10.3390/su132212851
- Kementerian Perhubungan Republik Indonesia. (2024). Transportasi Umum Massal Indonesia Menuju Zero Emission. Kementerian Perhubungan Republik Indonesia.
- Khan, N. L., & Qureshi, I. H. (2025). Impact of Environmental concern on Green Purchase intention: A Mediation Model Using Green Trust. Asian Journal of Economics, Business and Accounting, 25(3), 538--550. https://doi.org/10.9734/ajeba/2025/v25i31729
- Klabi, F. (2025). Exploring the relationships between Islam , some personal values , Environmental concern , and electric vehicle Purchase intention : the case of Saudi Arabia. Journal of Islamic Marketin, 14(2). https://doi.org/10.1108/JIMA-06-2020-0170
- Krishnan, V. V., & Koshy, B. I. (2021). Case Studies on Transport Policy Evaluating the factors influencing Purchase intention of electric vehicles in households owning conventional vehicles. Case Studies on Transport Policy, May. https://doi.org/10.1016/j.cstp.2021.05.013
- Kumar, G. (2025). Role of media use , incentives policy , and perceived inconveniences in transforming consumers ' intention to purchase residential rooftop solar panel systems in India. International Journal of Energy Sector Management, 20(3), 955--971. https://doi.org/10.1108/IJESM-06-2025-0067
- Kumar, N., Bhaskar, K., & Jain, S. (2022). Research in Transportation Business & Management What drives adoption intention of electric vehicles in India ? An integrated UTAUT model with Environmental concerns , perceived risk and government support. Research in Transportation Business & Management, 42(May 2021), 100730. https://doi.org/10.1016/j.rtbm.2021.100730
- Leclercq-machado, L., Alvarez-risco, A., Romina, G., Briggitte, B., Esquerre-botton, S., Morales-r, F., Almanza-cruz, C., Castillo-benancio, S., Anderson-seminario, M. D. M., Del-aguila-arcentales, S., & Jaime, A. Y. (2022). Sustainable Fashion and Consumption Patterns in Peru : An Environmental-Attitude-Intention-Behavior Analysis. Sustainability, 1--18.
- Liang, S., Xu, J., & Huang, E. (2024). Comprehensive Analysis of the Effect of Social influence and Brand Image on Purchase intention. SAGE Open, 638, 1--13. https://doi.org/10.1177/21582440231218771
- Lin, Y. (2021). The influence of knowledge management on adoption intention of electric vehicles : perspective on technological knowledge. Industrial Management & Data Systems, 121(7), 1481--1495. https://doi.org/10.1108/IMDS-07-2020-0411
- Liu, M., & Zhao, C. (2025). Research on the driving mechanism of consumers ' purchasing intention to battery electric vehicle : based on SEM and fsQCA. Asia Pacific Journal of Marketing and Logistics, 1--21. https://doi.org/10.1108/APJML-01-2025-0102
- Masukujjaman, M., Shah, S., & Siwar, C. (2021). Purchase intention of renewable energy technology in rural areas in Bangladesh : Empirical evidence. Renewable Energy, 170, 639--651. https://doi.org/10.1016/j.renene.2021.01.125
- Media Indonesia. (2025). Survei: Mayoritas Gen Z dan Milenial Ingin Beralih ke Kendaraan Listrik. Media Indonesia.
- Mostafizur, R., Mst, K., Islam, M., & Kotani, K. (2025). Drivers for sustainable food Purchase intentions : Prosocial Attitudes for future generations and Environmental concerns. Sustainability, 11(4).
- Muhammad, A. D., & Maulana, A. (2023). Usia 25 Tahun sampai 35 Tahun Jadi Konsumen Potensial Pembeli Mobil. Kompas.Com.
- Ninh, N. G. (2021). Resistance to change and Purchase intention of electric vehicles: Empirical evidence from vietnam. Asian Journal of Business Research, 11(2), 83--101. https://doi.org/10.14707/ajbr.210108
- Ogiemwonyi, O., Nurul, M., Alshareef, R., & Alsolamy, M. (2023). Environmental factors affecting green purchase behaviors of the consumers : Mediating role of environmental Attitude. Cleaner Environmental Systems, 10(June), 100130. https://doi.org/10.1016/j.cesys.2023.100130
- Pitchay, A. A., & Khaliq, A. (2021). Determinants of customers ' intention to use online food delivery application through smartphone in Malaysia. British Food Journal. https://doi.org/10.1108/BFJ-01-2021-0075
- Prakhar, P., Jaiswal, R., Gupta, S., & Gupta, S. K. (2024). Decoding tourist perceptions and behavioral intentions to use electric vehicles for sustainable tourism with the lens of technology continuance theory. International Journal of Tourism Cities, 11(1). https://doi.org/10.1108/IJTC-01-2024-0033
- Purwanto, E., Irawan, A. P., & Taba, M. I. (2025). International Journal of Transport Development and Integration Factors Influencing Attitudes and Purchase intentions of Electric Vehicles Among Urban Consumers. International Journal of Transport Development and Integration, 9(2), 287--305.
- Ramadan, F. (2025). Penjualan Mobil Listrik di Indonesia Anjlok pada September 2025. Idx Channel.
- Recio-Román, A., Recio-Menéndez, M., & Román-González, M. V. (2024). Examining the Attitude--Behavior Gap in EU Ecolabel Adoption: A Mediation Path Analysis. Sustainability (Switzerland), 16(16). https://doi.org/10.3390/su16167214
- Sahibah. (2025). Emisi Karbon di Indonesia Terus Meningkat. GoodStats.
- Sajjad, A., Asmi, F., Chu, J., & Anwar, M. A. (2020). Environmental concerns and switching toward electric vehicles : geographic and institutional perspectives. Environmental Science and Pollution Research.
- Samarasinghe, D., & Kuruppu, G. N. (2025). Factors influencing the Purchase intention toward electric vehicles ; a nonuser perspective. South Asian Journal of Marketing, 5(2), 149--165. https://doi.org/10.1108/SAJM-04-2023-0026
- Samarasinghe, D., Kuruppu, G. N., & Dissanayake, T. (2024). Factors influencing the Purchase intention toward electric vehicles; a nonuser perspective. South Asian Journal of Marketing, 5(2), 149--165. https://doi.org/10.1108/sajm-04-2023-0026
- Saputra, E. (2025). Kendaraan Listrik Berkontribusi pada Penurunan Emisi. Kompas.Id.
- Shah, S. K., Zhongjun, T., Sattar, A., & Xinhao, Z. (2021). Technology in Society Consumer ' s intention to purchase 5G : Do environmental awareness , environmental knowledge and health consciousness Attitude matter ? Technology in Society, 65(March), 101563. https://doi.org/10.1016/j.techsoc.2021.101563
- Spears, R. (2021). Social influence and Group Identity. Annual Review of Psychology. https://doi.org/10.1146/annurev-psych-070620-111818
- Sugiarti, U. (2024). Nasional Mengapa Kendaraan Listrik di Indonesia Belum Banyak Diminati? GoodStats.
- sustainability. (2025). Environmental concerns a key driver of Gen Z and millennial behaviour, Deloitte study finds. Sustainability.
- Thi, N., Yen, H., & Hoang, D. P. (2023). The formation of Attitudes and intention towards green purchase : An analysis of internal and external mechanisms The formation of Attitudes and intention towards green purchase : An analysis of internal and external mechanisms. Cogent Business & Management, 10(1). https://doi.org/10.1080/23311975.2023.2192844
- Truc, L. T. (2024). Journal of Open Innovation : Technology , Market , and Complexity Greening the future : How social networks and media shapes youth ' s eco-friendly purchases. Journal of Open Innovation: Technology, Market, and Complexity, 10(4), 100410. https://doi.org/10.1016/j.joitmc.2024.100410
- Vahdat, A., Alizadeh, A., Quach, S., & Hamelin, N. (2020). acceptance model , social factors and Purchase intention. Australasian Marketing Journal (AMJ), xxxx, 1--10. https://doi.org/10.1016/j.ausmj.2020.01.002
- Venkatesh, Thong, & Xu. (2012). Consumer acceptance and use of information technology: Extending the unified theory of acceptance and use of technology. MIS Quarterly, 36(1), 157--178.
- Verplanken, B., & Orbell, S. (2022). Attitudes , Habits , and Behavior Change. Annual Review of Psychology, 327--352.
- Wang, E. S., & Chu, Y. (2021). How Social Norms Affect Consumer Intention to Purchase Certified Functional Foods : The Mediating Role of Perceived Effectiveness and Attitude. Certified Functional Foods.
- Woong, J., & Ki, J. (2020). Technology in Society Factors that influence Purchase intentions in social commerce. Technology in Society, 63(April), 101365. https://doi.org/10.1016/j.techsoc.2020.101365
- Wu, J., Liao, H., Ph, D., & Wang, J. (2020). Research in Transportation Economics Analysis of consumer Attitudes towards autonomous , connected , and electric vehicles : A survey in China. Research in Transportation Economics, April 2019, 100828. https://doi.org/10.1016/j.retrec.2020.100828
- Xiao, J., & Goulias, K. G. (2022). Perceived usefulness and intentions to adopt autonomous vehicles. Transportation Research Part A, 161(July 2021), 170--185. https://doi.org/10.1016/j.tra.2022.05.007
- Ye, F., Kang, W., Li, L., & Wang, Z. (2021). Why do consumers choose to buy electric vehicles ? A paired data analysis of Purchase intention configurations. Transportation Research Part A, 147(February), 14--27. https://doi.org/10.1016/j.tra.2021.02.014
- Yi, Z., Wisedsind, N., & Thavorn, J. (2025). Driving sustainable transportation : analyzing consumer behavior toward used electric vehicles. Sustainable Futures, 10(September 2024), 100978. https://doi.org/10.1016/j.sftr.2025.100978
- Yonatan, A. Z. (2025). Penjualan Mobil Listrik di Indonesia Naik 211% pada 2025. GoodStats.
- Zhang, T., Tao, D., Qu, X., Zhang, X., Zeng, J., & Zhu, H. (2020). Automated vehicle acceptance in China : Social influence and initial trust are key determinants. Transportation Research Part C, 112(January), 220--233. https://doi.org/10.1016/j.trc.2020.01.027