Factors Influencing Consumers’ Behavioral Intention to Use E-Hailing Services in Malaysia

Kia Hui Gan, Kok Ban Teoh, Choon Sing Cheong, Li Qing Cheong, Hao Ran Chew, Ting Ting Chia, Yoke Choo Chien, A. J. Ali, Daisy Mui Hung Kee

Abstract


E-hailing is a service that links passengers with drivers of private cars or taxis by enabling consumers to schedule transportation via a website or mobile app such as GrabCar. In cities and locations with limited access to public transit, e-hailing services have grown in popularity. GrabCar is an e-hailing service that charges a set fee for chauffeured transportation in private vehicles. With GrabCar, users can quickly arrange where they want to be picked up and dropped off, view the estimated cost, and even follow their ride's arrival in real time. This study aims to investigate the factors influencing customers’ behavioral intention to use e-hailing apps- GrabCar in Malaysia. An online survey form was prepared to collect data from 100 respondents. The results indicate that factors including perceived usefulness and price of the GrabCar application have significant influences on the consumer’s behavioral intention to use the e-hailing service, while perceived ease of use and safety also play a role in influencing the consumer’s behavioral intention to use the e-hailing service. This study provides valuable insights and guidance to service providers, which enhances customer satisfaction for future development.


Keywords


Behavioral Intention; Consumer Satisfaction; E-Hailing Services; GrabCar; Malaysia; Perceived Usefulness; Price Sensitivity

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References


Adam, M., Kee, D. M. H., Junaina, I., Fadhilah, N., Uwais, N., Al Rashidi, F., ... & Pandey, R. (2020). The influence of customer satisfaction on Grab services in Malaysia. International Journal of Tourism and Hospitality in Asia Pacific, 3(2), 26–37. https://doi.org/10.32535/ijthap.v3i2.820

Ahmad Fadzil, M. (2021). Factors influencing customer satisfaction using e-hailing services in Melaka (Master’s thesis, Universiti Utara Malaysia). UUM Electronic Theses and Dissertation. https://etd.uum.edu.my/9876/

Al-Shakhrit, A. K. S., Masri, K. A., & Othman, C. P. (2021). The social and economic impacts of e-hailing application in Malaysia: A review. Construction, 1(2), 40–44. https://doi.org/10.15282/construction.v1i2.6660

Anderson, E. W., Fornell, C., & Mazvancheryl, S. K. (2004). Customer satisfaction and shareholder value. Journal of Marketing, 68(4), 172–185. https://doi.org/10.1509/jmkg.68.4.172.42723

Ann, D. Y. H., & Shafi, M. A. (2022). Factors influencing consumer satisfaction towards e-hailing service among Malaysian. Research in Management of Technology and Business, 3(2), 72–84. https://doi.org/10.30880/rmtb.2022.03.02.007

Arumugam, V., Ismail, M. R., & Joeharee, M. (2020). A review and conceptual development of the factors influencing consumer intention towards e-hailing service in Malaysia. International Journal of Innovation, Creativity and Change, 11(11), 224–242.

Aryani, D. N., Singh, P., Khor, Y. X., Kee, D. M. H., Selvia, K., Lee, C. W., ... & Anantharavoo, L. (2022). Factors influencing consumer behavioral intention to use food delivery services: A study of Foodpanda. Journal of the Community Development in Asia, 5(1), 69–79. https://doi.org/10.32535/jcda.v5i1.1386

Bakti, I. G. M. Y., Rakhmawati, T., Sumaedi, S., Widianti, T., Yarmen, M., & Astrini, N. J. (2020). Public transport users’ WOM: An integration model of the theory of planned behavior, customer satisfaction theory, and personal norm theory. Transportation Research Procedia, 48, 3365–3379. https://doi.org/10.1016/j.trpro.2020.08.117

Bismoaziiz, U., Suhud, U., & Saparuddin. (2021). Influence of social media marketing, electronic word of mouth and consumer engagement to brand loyalty in Indonesia Grab company. International Journal of Business and Social Science Research, 2(2), 16–26. https://doi.org/10.47742/ijbssr.v2n2p3

Buruhanutheen, U. B., Kee, D. M. H., Malik, N. A. B., Yen, T., & Karlekar, S. (2019). Analysis of safety & pricing issue in Grab’s car & the solutions. International Journal of Accounting & Finance in Asia Pacific, 2(2). https://doi.org/10.32535/ijafap.v2i2.536

Darawati, A. S., & Ladin, M. A. (2024). Determinants factor of passengers’ propensity to utilize e-hailing services in Kota Kinabalu, Sabah. International Journal of Integrated Engineering, 16(1), 337–349. https://doi.org/10.30880/ijie.2024.16.01.029

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

Farid, A. (2024, October 3). Top e-hailing apps & usage in Malaysia (2024 statistics). Upstack Studio. https://upstackstudio.com/blog/top-e-hailing-app-malaysia/

Gupta, S., Quttainah, M. A., Wong, G. H., Wee, C. Y., Wang, Y., & Wang, S. T. (2022). Factors influencing the intention to use GrabPay among Malaysians. International Journal of Accounting & Finance in Asia Pacific, 5(2), 97–110. https://doi.org/10.32535/ijafap.v5i2.1597

Heskett, J. L. (2002). Beyond customer loyalty. Managing Service Quality: An International Journal, 12(6), 355–357. https://doi.org/10.1108/09604520210451830

Homniem, C., & Pupat, N. (2020). The factors influencing Thai passenger’s intention to reuse Grab car service in Bangkok. AU-GSB e-Journal, 13(1), 41–51.

Izah, S. C., Sylva, L., & Hait, M. (2023). Cronbach's alpha: A cornerstone in ensuring reliability and validity in environmental health assessment. ES Energy & Environment, 23, 1057. https://doi.org/10.1002/job.1960

Jais, A. S., & Marzuki, A. (2020). E-hailing services in Malaysia: Current practices and future outlook. Planning Malaysia, 18(13). https://doi.org/10.21837/pm.v18i13.780

Joia, L. A., & Altieri, D. (2018). Antecedents of continued use intention of e-hailing apps from the passengers' perspective. The Journal of High Technology Management Research, 29(2), 204–215. https://doi.org/10.1016/j.hitech.2018.09.006

Kurniawati, A., Raj, M. S. S., & Singh, J. S. K. (2021). The study of customer satisfaction among Grab users in Kuala Lumpur, Malaysia. Electronic Journal of Business and Management, 6(2), 30–64.

Lee, M. R. (2022). Factors affecting the millennials’ satisfaction with e-hailing services in Malaysia (Doctoral dissertation, Universiti Tunku Abdul Rahman). UTAR Institutional Repository. http://eprints.utar.edu.my/4871/

Liang, X., Li, J., & Xu, Z. (2018). The impact of perceived risk on customers’ intention to use: An empirical analysis of DiDi car-sharing services. In ICEB 2018 Proceedings (Guilin, China) (Paper 34). AIS eLibrary

Lim, K. B., Yeo, S. F., Goh, M. L., & Gan, J. A. X. (2018). A study on consumer adoption of ride-hailing apps in Malaysia. Journal of Fundamental and Applied Sciences, 10(6), 1132–1142. http://dx.doi.org/10.4314/jfas.v10i6s.74

Liou, Z. Y., Lok, Y. H., Teoh, K. B., Lim, J. T., Lim, K. E., Lim, P. E., & Kee, D. M. H. (2024). Influencing factors on customer behavioral intentions to use a food delivery app: A study of GrabFood in Malaysia. Advances in Global Economics and Business Journal, 5(1), 1–14.

Marikyan, D., & Papagiannidis, S. (2023). Technology Acceptance Model - TheoryHub. Newcastle University. https://open.ncl.ac.uk/theory-library%5Ctechnology-acceptance-model.pdf

Maryanto, R. H., & Kaihatu, T. S. (2021). Customer loyalty as an impact of perceived usefulness to Grab users, mediated by customer satisfaction and moderated by perceived ease of use. Binus Business Review, 12(1), 31–39. https://doi.org/10.21512/bbr.v12i1.6293

Ngoc, N. T. L., & Park, J. S. (2021). A study on the structural relations among factors influencing the adoption intention of Grab ride-hailing service in Vietnam. Korean Marketing Management Association Academic Conference, 53–54.

Nickerson, C. (2025, April 18). Herzberg’s two-factor theory of motivation-hygiene. Simply Psychology. https://www.simplypsychology.org/herzbergs-two-factor-theory.html

Ooi, B. C., & Nazar, S. A. (2021). Exploring factors influencing e-hailing services in Klang Valley, Malaysia. International Journal of Business and Economy, 3(1), 32–46.

Rahim, M. A., Bakar, N. A., Nawi, N. M. M., Hashim, N. A. A. N., & Wee, H. (2023). The determinant factors of tourists’ satisfaction with e-hailing service. Journal of Positive School Psychology, 7(5), 613–626.

Rauf, N., & Hunowu, A. H. (2023). The influence of service quality and price on the decision to use Grab services. The ES Economics and Entrepreneurship, 2(2), 137–146. https://doi.org/10.58812/esee.v2i02.169

Sukiman, A. N. B. M., Yusoff, M. K. B. M., Ahmad, S. F. B. S., Francis, S. L. A., & Hashim, H. (2022). The factors that influence tourist intention to use Grab car in Malaysia.

Tavakol, M., & Dennick, R. (2011). Making sense of Cronbach's alpha. International Journal of Medical Education, 2, 53–55. https://doi.org/10.5116/ijme.4dfb.8dfd

Teo, B. C., Mustaffa, M. A., & Rozi, A. I. M. (2018). To Grab or not to Grab? Passenger ride intention towards e-hailing services. Malaysian Journal of Consumer and Family Economics, 21(1), 153–163.

Ubaidillah, N. Z., Yi, C. Y., Hassan, M. K. H., Ali, S. S. S., & Hwang, J. Y. T. (2019). The determinants of Generation Z intention to use the Grab e-hailing services. International Journal of Academic Research in Business and Social Sciences, 9(11), 483–495. http://dx.doi.org/10.6007/IJARBSS/v9-i11/6570

Venkatesh, V., & Bala, H. (2008). Technology Acceptance Model 3 and a research agenda on interventions. Decision Sciences, 39(2), 273–315. https://doi.org/10.1111/j.1540-5915.2008.00192.x

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

Weng, G. S., Zailani, S., Iranmanesh, M., & Hyun, S. S. (2017). Mobile taxi booking application service’s continuance usage intention by users. Transportation Research Part D: Transport and Environment, 57, 207–216. https://doi.org/10.1016/j.trd.2017.07.023

Yan, E. X., Jusoh, Z. M., Zainudin, N., & Osman, S. (2024). Determinants of e-hailing service adoption among university students in Peninsular Malaysia. International Journal of Academic Research in Business and Social Sciences, 14(10). http://dx.doi.org/10.6007/IJARBSS/v14-i10/23281

Yee, C. J., & Salleh, M. I. (2022). “How” and “What” service quality influence passenger’s satisfaction in Grab, ride-hailing service, Malaysia. Malaysian Journal of Social Sciences and Humanities, 7(5), e001482. https://doi.org/10.47405/mjssh.v7i5.1482

Yo, P. W., Kee, D. M. H., Yu, J. W., Hu, M. K., Jong, Y. C., Ahmed, Z., Gwee, S. L., Gawade, O., & Nair, R. K. (2021). The influencing factors of customer satisfaction: A case study of Shopee in Malaysia. Estudios de Economía Aplicada, 39(12), 1–16. https://doi.org/10.25115/eea.v39i12.6839

Zailani, N. F. I., Albattat, A., Sulaiman, A. H., Nazari, I. A. A., & Nasirman, N. F. N. (2020). Factors influencing consumer perception on ride-sharing application services: A case study of Grab car. Psychology and Education, 57(9), 2490–2495. https://doi.org/10.17762/pae.v57i9.628




DOI: https://doi.org/10.32535/ijthap.v8i2.3992

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