Enhancing purchase intention of electric vehicle: implementing theory of planned behavior and green purchase behavior

Andre Tanuwijaya, Tengku Ezni Balqiah

Abstract


The development of sustainable energy in Electric Vehicles (EV), is highly dependent on customer perceptions of purchase intentions (EV). The purpose of this study is to identify the motivations that influence the purchase intention of EVs either directly or indirectly by using product attribution, theory of planned behavior, green purchase behavior, and purchase intention with environmental consciousness as moderation. To test the 13 hypotheses, data were collected using a quantitative survey design, and 826 respondent’s car users in Jabodetabek were selected using the purposive sampling method, and processed using the Structural Equation Modeling (SEM) method to examine the direct, indirect, and moderating effects, as well as multi-group SEM to test the effect of purchase intention based on income group. The results of processing the data show that there are 12 accepted hypotheses, which show that there is an indirect effect of product attribution and a direct effect of the theory of planned behavior and green purchase behavior on EV purchase intention. Furthermore, there is a moderating effect of environmental consciousness in influencing purchase intention, and it is found that there are differences in purchase intentions based on income group. This finding will assist policymakers in adopting effective variables to set the overall communication strategy as well as in EV segmentation to build potential purchase intentions of electric cars in a structured manner.

Full Text:

PDF

References


Ahn, J.-M., Koo, D.-M., & Chang, H.-S. (2012). Different impacts of normative influences on pro-environmental purchasing behavior explained by differences in individual characteristics. Journal of Global Scholars of Marketing Science, 22(2), 163–182. https://doi.org/10.1080/12297119.2012.655098

Ajzen, I. (1991). The theory of planned behavior. Handbook of Theories of Social Psychology: Volume 1, 438–459. https://doi.org/10.4135/9781446249215.n22

Ajzen, I. (2005). Attitudes, Personality and Behavior, (2nd edition) (2nd ed.). Open University Press-McGraw Hill Education.

Andika, L. M. (2020). Penyakit yang Membuat Mobil Listrik Belum Berkembang di Indonesia. https://oto.detik.com/mobil/d-5273501/penyakit-yang-membuat-mobil-listrik-belum-berkembang-di-indonesia

Badan Pusat Statistik. (2021). Perkembangan Jumlah Kendaraan Bermotor Menurut Jenis (Unit), 2018-2021. https://www.bps.go.id/indicator/17/57/1/perkembangan-jumlah-kendaraan-bermotor-menurut-jenis.html

Barbara M. Byrne. (2009). Structural Equation Modeling : A Respecifying Improper Structures. Journal of Personality Assessment, 99(March 2015), 37–41. https://doi.org/10.1207/s15328007sem1102

Brochado, A, Teiga, N. (2016). Ecologically Conscious Consumer Behavior : a Re the Activists Different ? International Journal of Consumer, 41(2), 136–146.

Chan, R. Y. K., & Chan, R. Y. K. (2017). Determinants of Chinese Consumers ’ Green Purchase Determinants of Chinese Consumers ’ Green Purchase Behavior. Psychology &Marketing, 18(August), 389–413.

Chen, Y., Ebenstein, A., Greenstone, M., & Li, H. (2013). Evidence on the impact of sustained exposure to air pollution on life expectancy from China’s Huai River policy. Proceedings of the National Academy of Sciences of the United States of America, 110(32), 12936–12941. https://doi.org/10.1073/pnas.1300018110

Chen, Y. S., & Chang, C. H. (2012). Enhance green purchase intentions: The roles of green perceived value, green perceived risk, and green trust. Management Decision, 50(3), 502–520. https://doi.org/10.1108/00251741211216250

CNN Indonesia. (2021). Sensus Kendaraan di Indonesia: Lebih dari 133 Juta Unit. https://www.cnnindonesia.com/teknologi/20210203115349-384-601700/sensus-kendaraan-di-indonesia-lebih-dari-133-juta-unit#:~:text=Jakarta%2C CNN Indonesia --,kendaraan meningkat sekitar 5 persen.

Degirmenci, K., & Breitner, M. H. (2017). Consumer purchase intentions for electric vehicles: Is green more important than price and range? Transportation Research Part D: Transport and Environment, 51(2017), 250–260. https://doi.org/10.1016/j.trd.2017.01.001

Degirmenci, K., & Breitner, M. H. (2020). Consumer purchase intentions for electric vehicles : Is green more important than price and range ? Transportation Research Part D, 51(2017), 250–260. https://doi.org/10.1016/j.trd.2017.01.001

Dionisio, D. (2021). No TitleKunjungan Tesla Awal 2021, Indonesia Siapkan Karpet Merah. https://otomotif.bisnis.com/read/20210101/275/1337660/kunjungan-tesla-awal-2021-indonesia-siapkan-karpet-merah

Ellen, P. S., Wiener, J. L., & Cobb-Walgren, C. (1991). The Role of Perceived Consumer Effectiveness in Motivating Environmentally Conscious Behaviors. Journal of Public Policy & Marketing, 10(2), 102–117. https://doi.org/10.1177/074391569101000206

Emir, Y. (2021). Maaf! Mobil Listrik di RI Bila di Atas Rp 300 Juta Susah Laku. https://www.cnbcindonesia.com/news/20210714132236-4-260796/maaf-mobil-listrik-di-ri-bila-di-atas-rp-300-juta-susah-laku

Ferry, S. (2020). RI Jadi Pusat Mobil Listrik: Hyundai Rp 21 T, Toyota Rp 28 T. https://www.cnbcindonesia.com/news/20201228162846-4-212013/ri-jadi-pusat-mobil-listrik-hyundai-rp-21-t-toyota-rp-28-t

GAIKINDO. (2021). PLN Ingin Bangun 65 Stasiun Pengisian Kendaraan Listrik Tahun Ini, Sekali Isi sekitar 20 Menit. https://www.gaikindo.or.id/pln-ingin-bangun-65-stasiun-pengisian-kendaraan-listrik-tahun-ini-sekali-isi-sekitar-20-menit/

GAIKINDO. (2022). Indonesian Automobile Industry Data. https://www.gaikindo.or.id/indonesian-automobile-industry-data/

Garside, M. (2021). Global nickel mining industry - statistics & facts. https://www.statista.com/topics/1572/nickel/

Global, E. V. (2017). Outlook 2017: Two million and counting. International Energy Agency.

Goldsmith, R. E., Lafferty, B. A., & Newell, S. J. (2000). The impact of corporate credibility and celebrity credibility on consumer reaction to advertisements and brands. Journal of Advertising, 29(3), 43–54. https://doi.org/10.1080/00913367.2000.10673616

Guerra, E. (2019). Electric vehicles, air pollution, and the motorcycle city: A stated preference survey of consumers’ willingness to adopt electric motorcycles in Solo, Indonesia. Transportation Research Part D: Transport and Environment, 68(December 2016), 52–64. https://doi.org/10.1016/j.trd.2017.07.027

Hawkins, M. (2016). Consumer Behavior : Building Marketing Strategy (13th ed.). McGraw-Hill Education.

Hiramatsu, A., Kurisu, K., & Hanaki, K. (2016). Environmental consciousness in daily activities measured by negative prompts. Sustainability (Switzerland), 8(1), 1–19. https://doi.org/10.3390/su8010024

Hoen, A., & Koetse, M. J. (2014). A choice experiment on alternative fuel vehicle preferences of private car owners in the Netherlands. Transportation Research Part A: Policy and Practice, 61, 199–215. https://doi.org/10.1016/j.tra.2014.01.008

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

IQAir. (2020). World Air Quality Report. 2020 World Air Quality Report, August, 1–41. https://www.iqair.com/world-most-polluted-cities/world-air-quality-report-2020-en.pdf

Kautish, P., Paul, J., & Sharma, R. (2019). The moderating influence of environmental consciousness and recycling intentions on green purchase behavior. Journal of Cleaner Production, 228, 1425–1436. https://doi.org/10.1016/j.jclepro.2019.04.389

Keller, K. L., & Swaminathan, V. (2019). Strategic Brand Management : Building, Measuring and Managing Brand Equity. Pearson, 5th Edition.

Kemenperin. (2021). Mobil Listrik Butuh Tambahan Insentif. https://kemenperin.go.id/artikel/22409/Mobil-Listrik-Butuh-Tambahan-Insentif

Kim Oanh, N. T., Thuy Phuong, M. T., & Permadi, D. A. (2012). Analysis of motorcycle fleet in Hanoi for estimation of air pollution emission and climate mitigation co-benefit of technology implementation. Atmospheric Environment, 59, 438–448. https://doi.org/10.1016/j.atmosenv.2012.04.057

Kotler, A. P. (2010). Principles of Marketing. Pearson Education.

Kumar, B., Manrai, A. K., & Manrai, L. A. (2017). Purchasing behaviour for environmentally sustainable products: A conceptual framework and empirical study. Journal of Retailing and Consumer Services, 34(September 2016), 1–9. https://doi.org/10.1016/j.jretconser.2016.09.004

Li, W., Long, R., Chen, H., & Geng, J. (2017). A review of factors influencing consumer intentions to adopt battery electric vehicles. Renewable and Sustainable Energy Reviews, 78(May 2016), 318–328. https://doi.org/10.1016/j.rser.2017.04.076

Llerena, D. (2011). Green Consumer Behaviour : an Experimental. Business Strategy and the Environment, 420(December 2010), 408–420.

López-Mosquera, N., García, T., & Barrena, R. (2014). An extension of the Theory of Planned Behavior to predict willingness to pay for the conservation of an urban park. Journal of Environmental Management, 135, 91–99. https://doi.org/10.1016/j.jenvman.2014.01.019

Ma, Y., Ke, R. Y., Han, R., & Tang, B. J. (2017). The analysis of the battery electric vehicle’s potentiality of environmental effect: A case study of Beijing from 2016 to 2020. Journal of Cleaner Production, 145(2017), 395–406. https://doi.org/10.1016/j.jclepro.2016.12.131

Mishal, A., Dubey, R., Gupta, O. K., & Luo, Z. (2017). Dynamics of environmental consciousness and green purchase behaviour: an empirical study. International Journal of Climate Change Strategies and Management, 9(5), 682–706. https://doi.org/10.1108/IJCCSM-11-2016-0168

Mohamed, M., Higgins, C., Ferguson, M., & Kanaroglou, P. (2016). Identifying and characterizing potential electric vehicle adopters in Canada: A two-stage modelling approach. Transport Policy, 52, 100–112. https://doi.org/10.1016/j.tranpol.2016.07.006

Moisander, J. (2007). Motivational complexity of green consumerism. International Journal of Consumer Studies, 31(4), 404–409. https://doi.org/10.1111/j.1470-6431.2007.00586.x

Paul, J., & Mas, E. (2016). The emergence of China and India in the global market. Journal of East-West Business, 22(1), 28–50. https://doi.org/10.1080/10669868.2015.1117034

Plakitkina, L. S., Plakitkin, Y. A., & Dyachenko, K. I. (2021). Hydrogen versus coal: Implications of the hydrogen energy engineering advance for the coal industry. Gornyi Zhurnal, 2021(7), 14–21. https://doi.org/10.17580/gzh.2021.07.02

Rangga, R. (2021). Jokowi Minta Industri Mobil Listrik Dipercepat, Ini Insentif dari Pemerintah. https://oto.detik.com/mobil/d-5534452/jokowi-minta-industri-mobil-listrik-dipercepat-ini-insentif-dari-pemerintah

Schmalfuß, F., Mühl, K., & Krems, J. F. (2017). Direct experience with battery electric vehicles (BEVs) matters when evaluating vehicle attributes, attitude and purchase intention. Transportation Research Part F: Traffic Psychology and Behaviour, 46, 47–69. https://doi.org/10.1016/j.trf.2017.01.004

Sharma, K., & Bansal, M. (2013). Environmental consciousness, its antecedents and behavioural outcomes. Journal of Indian Business Research, 5(3), 198–214. https://doi.org/10.1108/JIBR-10-2012-0080

Shi, X., Wang, X., Yang, J., & Sun, Z. (2016). Electric vehicle transformation in Beijing and the comparative eco-environmental impacts: A case study of electric and gasoline powered taxis. Journal of Cleaner Production, 137, 449–460. https://doi.org/10.1016/j.jclepro.2016.07.096

Sihombing, P. R. (2022). Aplikasi EVIEWS Untuk Statistisi Pemula.

Smith, W. J. (2010). Can EV (electric vehicles) address Ireland’s CO2 emissions from transport? Energy, 35(12), 4514–4521. https://doi.org/10.1016/j.energy.2010.07.029

Sorta, T. (2020). No Title. https://katadata.co.id/sortatobing/ekonomi-hijau/5f573e583e45b/banjir-insentif-dari-pemerintah-untuk-membumikan-mobil-listrik

Sperling, D., & Deluchi, M. A. (1989). Transportation energy futures. In Annual review of energy. Vol. 14. https://doi.org/10.1146/annurev.eg.14.110189.002111

Sun, B., & Morwitz, V. G. (2010). Stated intentions and purchase behavior: A unified model. International Journal of Research in Marketing, 27(4), 356–366. https://doi.org/10.1016/j.ijresmar.2010.06.001

Tan, C. S., Ooi, H. Y., & Goh, Y. N. (2017). A moral extension of the theory of planned behavior to predict consumers’ purchase intention for energy-efficient household appliances in Malaysia. Energy Policy, 107(May), 459–471. https://doi.org/10.1016/j.enpol.2017.05.027

Tim, T. (2021). Indonesia On Track To Dominate The Supply Of Nickel To Make Batteries. https://www.forbes.com/sites/timtreadgold/2021/06/02/indonesia-on-track-to-dominate-the-supply-of-nickel-to-make-batteries/?sh=3e1c0aff7488

Tobler, C., Visschers, V. H. M., & Siegrist, M. (2012). Addressing climate change: Determinants of consumers’ willingness to act and to support policy measures. Journal of Environmental Psychology, 32(3), 197–207. https://doi.org/10.1016/j.jenvp.2012.02.001

Walker, M. (2013). Does green management matter for donation intentions?: The influence of environmental consciousness and environmental importance. Management Decision, 51(8), 1716–1732. https://doi.org/10.1108/MD-10-2012-0732

Wang, L., Li, S., & Gao, S. (2014). Do greenhouse gas emissions affect financial performance? - An empirical examination of Australian public firms. Business Strategy and the Environment, 23(8), 505–519. https://doi.org/10.1002/bse.1790

Wang, Z., Zhang, B., Yin, J., & Zhang, Y. (2011). Determinants and policy implications for household electricity-saving behaviour: Evidence from Beijing, China. Energy Policy, 39(6), 3550–3557. https://doi.org/10.1016/j.enpol.2011.03.055

Wang, Z., Zhao, C., Yin, J., & Zhang, B. (2017). Purchasing intentions of Chinese citizens on new energy vehicles: How should one respond to current preferential policy? Journal of Cleaner Production, 161(June 2009), 1000–1010. https://doi.org/10.1016/j.jclepro.2017.05.154

Yadav, R., & Pathak, G. S. (2016). Young consumers’ intention towards buying green products in a developing nation: Extending the theory of planned behavior. Journal of Cleaner Production, 135, 732–739. https://doi.org/10.1016/j.jclepro.2016.06.120

Yen, et al (2018). (2018). 기사 (Article) 와 안내문 (Information) [. The Eletronic Library, 34(1), 1–5.

Zabkar, V., & Hosta, M. (2013). Willingness to act and environmentally conscious consumer behaviour: Can prosocial status perceptions help overcome the gap? International Journal of Consumer Studies, 37(3), 257–264. https://doi.org/10.1111/j.1470-6431.2012.01134.x

Zhang, X., Bai, X., & Shang, J. (2018). Is subsidized electric vehicles adoption sustainable: Consumers’ perceptions and motivation toward incentive policies, environmental benefits, and risks. Journal of Cleaner Production, 192, 71–79. https://doi.org/10.1016/j.jclepro.2018.04.252

Zhang, X., & Dong, F. (2020). Why do consumers make green purchase decisions? Insights from a systematic review. International Journal of Environmental Research and Public Health, 17(18), 1–25. https://doi.org/10.3390/ijerph17186607




DOI: http://dx.doi.org/10.33021/icfbe.v3i1.3793

Refbacks

  • There are currently no refbacks.



Editorial Office:

Faculty of Business President University 
Jalan Ki Hajar Dewantara Mekarmukti
Cikarang Utara, Bekasi, Jawa Barat


Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.