Abstract :

This study examines Indonesia’s efforts to achieve Net Zero Emissions (NZE) by 2060, with a specific focus on Bali’s pioneering initiatives to reach NZE by 2045. The research primarily investigates sustainable mobility solutions in the tourism sector as an approach to accomplish this goal. The study analyzes customer preferences for Toyota’s xEV (BEV/PHEV/HEV) shuttle services at The Stones Hotel Bali. The objective is to support the hotel in differentiating itself through sustainable practices and support Toyota Indonesia to develop xEV products that are suitable for the market. The study employs Choice-Based Conjoint (CBC) analysis to assess five key attributes: EV rent price, capacity, technology, CO2 emission reduction, and baggage capacity. The results indicate that the most significant attributes affecting customer choices are EV rent price (33.18%), capacity (24.97%), and CO2 emission reduction (18.84%) are the most influential factors in customer decision-making, followed by baggage capacity (15.63%) and EV technology (7.38%). These insights provide a foundation for developing targeted marketing programs and product offerings that align with customer preferences and Bali’s NZE goals, while supporting the broader transition to sustainable transportation in Indonesia’s tourism industry.

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Keywords :

Choice-Based (CBC), Conjoint Analysis, Customer Preference, electric vehicle shuttle, electrification

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References :

1. 2022 Global Energy Review: C02 Emissions in 2022. International Energy Agency (IEA).
2. World Bank Group. (2023). Indonesia Country Climate and Development Report. Washington, DC: World Bank Group.
3. Climate 2022 Climate Transparency Indonesia Report: G20 Response to the Energy Crisis: Critical for 1.5°C.
4. Ministry of Industry 2018 Automotive Industry Sector Policy for the Implementation of Industry Roadmap 4.0. Indonesia Industrial Summit 2018.
5. Ministry of Industry 2019 Government Policy on Future Automotive Technology. The 14th Gaikindo International Automotive Conference 2019.
6. 2023 Indonesia Automotive Market Share 2021-2023. The Association of Indonesia Automotive Industries.
7. 2023. Sustainability Report. PT Toyota Motor Manufacturing Indonesia.
8. Pusat Investasi Kerthi Bali Sadhana (PIKBS). (2023). Q4-2023 Presentation Book of Bali Province.
9. PERGUB Bali Nomor 48. (2019). Peraturan Gubernur (PERGUB) Pemerintah Provinsi Bali tentang Penggunaan Kendaraan Bermotor Listrik Berbasis Baterai
10. United Nations World Tourism Organization. (2021). Recommendations for the Transition to a Green Travel and Tourism Economy.
11. World Travel & Tourism Council. (2022). Towards Destination Stewardship: Achieving Destination Stewardship Through Scenarios & a Governance Diagnostic.
12. Nikiforiadis, A., Ayfantopoulou, G., Basbas, S., & Stefanidou, M. (2022). Examining Tourists’ Intention to Use Electric Vehicle-Sharing Services. Transportation Research Interdisciplinary Perspectives.
13. Martín, J. M., Guaita, J. M., Molina, V., & Sartal, A. (2019). An Analysis of the Tourist Mobility in The Island of Lanzarote: Car Rental Versus More Sustainable Transportation Alternatives.
14. Gunawan, I., Redi, A. A. N. P., Santosa, A. A., Maghfiroh, M. F. N., Pandyaswargo, A. H., & Kurniawan, A. C. (2022). Determinants of Customer Intentions to Use Electric Vehicles in Indonesia: An Integrated Model Analysis.
15. Dwipayana, A. D., Pradana, A., Suryasa, I. P. A., & Nitiyasa, I. G. B. E. (2022). The Interest of the Balinese People in the Use of Electric Vehicles. Jurnal Teknologi Transportasi dan Logistik.
16. Rizki, M., Syahputri, J., Belgiawan, P. F., & Irawan, M. Z. (2021). Electrifying Tourist Mobility in Bali, Indonesia: Setting The Target and Estimating The CO2 Reduction Based on Stated Choice Experiment.
17. Gersen, J. E., & Steckel, J. H. (Eds.). (2023). The Cambridge Handbook of Marketing and the Law (Cambridge Law Handbooks). Cambridge University Press.
18. Lebeau, K., Lebeau, P., Macharis, C., & Van Mierlo, J. (2012). Conjoint Analysis of the Willingness-to-Pay for Electric Vehicles in Belgium. Transportation Research Part D: Transport and Environment.
19. Al-Omari, Basem & Farhat, Joviana & Ershaid, Mai. (2022). Conjoint Analysis: A Research Method to Study Patients’ Preferences and Personalize Care. Journal of Personalized Medicine.
20. Kowalska-Pyzalska, A., Michalski, R., Kott, M., Skowrońska-Szmer, A., & Kott, J. (2021). Consumer Preferences Towards Alternative Fuel Vehicles: Results from the Conjoint Analysis. Renewable & Sustainable Energy Reviews.
21. Silaen, Randy & Windasari, Nila A. (2022). Customer Preference Analysis on Attributes of Hybrid Electric Vehicle: A Choice-based Conjoint Approach. International Journal of Current Science Research and Review.
22. Malhotra, N. K., Nunan, D., & Birks, D. F. (2017). Marketing Research: An Applied Approach (5th ed.). Pearson Education.
23. Etikan, I., Musa, S. A., & Alkassim, R. S. (2016). Comparison of convenience sampling and purposive sampling. American Journal of Theoretical and Applied Statistics.