The Mediating Effect of Service Quality on the Relationship between Ride-Hailing Driver Characteristics and Customer Satisfaction
DOI:
https://doi.org/10.26437/ajar.v11i1.852Keywords:
Customer satisfaction. driver characteristics, ride-hailing. service quality. transportAbstract
Purpose: This study explored the relationship between the ride-hailing transport system, service quality, customer satisfaction, and driver characteristics among university and college students in major cities in Ghana.
Design/Methodology/Approach: Using a quantitative approach, data were collected from a sample of 436 ride-hailing users through the simple random sampling technique. A cross-sectional research design was employed for data gathering, and Partial Least Square Structural Equation Modeling (SEM) version 4.0 was utilised for data analysis.
Findings: The findings indicated that the ride-hailing transport system significantly influenced service quality and overall customer satisfaction. Additionally, driver characteristics such as skills, punctuality, and age impacted customer satisfaction. The study also established a positive relationship between service quality and customer satisfaction.
Research Limitation: Research within specific geographical areas or demographics restricts the findings' applicability to other cultural or economic contexts.
Practical Implications: The results highlight the necessity for transportation network companies (TNCs) to improve driver training and service quality to boost customer satisfaction, foster loyalty, and enhance business performance.
Social Implications: The study's insights on the mediating effect of service quality will guide policymakers in identifying key factors influencing consumer satisfaction in the ride-hailing industry. By understanding these dynamics, policymakers can develop regulations that enhance service standards, benefiting drivers and passengers through improved operational frameworks.
Originality/ Value: This research contributes to the existing literature on ride-hailing transport systems by emphasising the critical roles of service quality and driver characteristics in enhancing customer satisfaction.
References
Abane, A. M. (2009). The metro mass transportation scheme in Ghana: Issues, challenges and the way forward: The metro mass transportation scheme in Ghana: Issues, challenges and the way forward. Oguaa Journal of Social Sciences, 4(4), 35–58.
Acheampong, R. A. (2021). Societal impacts of smart, digital platform mobility services—an empirical study and policy implications of passenger safety and security in ride-hailing. Case Studies on Transport Policy, 9(1), 302–314.
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 (IJTHAP), 3(2), 26-37.
Adichwal, N. K., Ahmadini, A. A. H., Raghav, Y. S., Singh, R. & Ali, I. (2022). Estimation of general parameters using auxiliary information in simple random sampling without replacement. Journal of King Saud University-Science, 34(2), 101754.
Adichwal, N. K., Ahmadini, A. A. H., Raghav, Y. S., Singh, R. & Ali, I. (2022). Estimation of general parameters using auxiliary information in simple random sampling without replacement. Journal of King Saud University-Science, 34(2), 101754.
Adom-Asamoah, G., Asibey, M. O., & Nyarko, S. (2021). Rethinking or affirming the “affordability” debate on the efficiency of urban public transport usage: the case of Kumasi, Ghana. Transportation in Developing Economies, 7, 1-14.
Afifudin, M., Rahman, R. T., Bahar, A. & Prananta, A. W. (2024). Driver Safety Protocols, Emergency Response Systems, Insurance Coverage, and Customer Feedback on Service Quality in Indonesia's ride-hailing industry. International Journal of Business, Law, and Education, 5(2), 2584-2595.
Agyemang, E. (2022). Urban form and mobility future for the Greater Accra Metropolitan Area (GAMA): Reflections from the past and policy implications for the future. Ghana Social Science Journal, 19(2), 85–106.
Alemi, F., Circella, G., Handy, S. & Mokhtarian, P. (2018). What influences travelers to use Uber? Exploring the factors affecting the adoption of on-demand ride services in California. Travel Behaviour and Society, 13, 88-104.
Ali, N., Javid, M. A., Campisi, T., Chaiyasarn, K. & Saingam, P. (2022). Measuring customers’ satisfaction and preferences for ride-hailing services in a developing country. Sustainability, 14(22), 15484.
Ali, N., Javid, M. A., Campisi, T., Chaiyasarn, K., & Saingam, P. (2022). Measuring Customers’ Satisfaction and Preferences for Ride-Hailing Services in a Developing Country. Sustainability, 14(22), 15484.
Almunawar, M. N., Anshari, M., & Ariff Lim, S. (2021). Customer acceptance of ride-hailing in Indonesia. Journal of Science and Technology Policy Management, 12(3), 443-462.
Amoah, J., Jibril, A. B., Bankuoru Egala, S., & Keelson, S. A. (2022). Online brand community and consumer brand trust: Analysis from Czech millennials. Cogent Business & Management, 9(1), 2149152.
Ann, D. Y. H., & Shafi, M. A. (2022). Factors Influencing Consumer Satisfaction Towards E-hailing Service among Malaysians. Research in Management of Technology and Business, 3(2), 72-84.
Ariel, M. (2001). Accessibility theory: An overview. Text representation: Linguistic and psycholinguistic aspects, 8, 29-87.
Bagozzi, R. P., & Yi, Y. (1988). On the evaluation of structural equation models. Journal of the academy of marketing science, 16, 74-94.
Bagozzi, R. P., Yi, Y., & Phillips, L. W. (1991). Assessing construct validity in organizational research. Administrative Science Quarterly, 421-458.
Baidoo, F., & Odum-Awuakye, G. A. (2015). Influence of Service Quality Delivery In The SMEs of The Motor Vehicle Repair Service Industry In Ghana. African Journal of Applied Research, 1(1), 440-452.
Bakó, B., Berezvai, Z., Isztin, P., & Vigh, E. Z. (2020). Does Uber affect bicycle-sharing usage? Evidence from a natural experiment in Budapest: A rejoinder. Transportation Research Part A: Policy and Practice, 138, 564-566.
Carmona, M. A. A., Nieto, F. S., & Gallego, C. E. V. (2020). A data-driven methodology for characterization of a terminal maneuvering area in multi-airport systems. Transportation Research Part C: Emerging Technologies, 111, 185-209.
Chen, Y., Kang, Y., Zhao, Y., Wang, L., Liu, J., Li, Y., ... & Li, B. (2021). A review of lithium-ion battery safety concerns: The issues, strategies, and testing standards. Journal of Energy Chemistry, 59, 83-99.
Cohn, N. (2009). Real-time traffic information and navigation: An operational system. Transportation research record, 2129(1), 129-135.
Damani, J., & Vedagiri, P. (2021). Safety of motorized two-wheelers in mixed traffic conditions: A literature review of risk factors. Journal of Traffic and Transportation Engineering (English edition), 8(1), 35-56.
Daniels, P. W., & Warnes, A. M. (2013). Movement in cities: Spatial perspectives on urban transport and travel. Routledge.
Davidoff, S., Ziebart, B. D., Zimmerman, J., & Dey, A. K. (2011, May). Learning patterns of pick-ups and drop-offs to support busy family coordination. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 1175-1184).
DeBruyne, N. L. (2017). Uber drivers: A disputed employment relationship in light of the sharing economy. Chi.-Kent L. Rev., 92, 289.
Ding, Y., Zhao, X., Wu, Y., He, C., Liu, S., & Tian, R. (2023). Optimization method to reduce the risky driving behaviors of ride-hailing drivers. Journal of safety research.
Duy Phuong, N. N., & Dai Trang, T. T. (2018). Repurchase intention: The effect of service quality, system quality, information quality, and customer satisfaction as mediating role: a PLS approach of m-commerce ride-hailing service in Vietnam. Marketing and Branding Research, 5, 78-91.
Duy Phuong, N. N., & Dai Trang, T. T. (2018). Repurchase intention: The effect of service quality, system quality, information quality, and customer satisfaction as mediating role: a PLS approach of m-commerce ride-hailing service in Vietnam. Marketing and Branding Research, 5, 78-91.
Dzisi, E. K., Ackaah, W., Aprimah, B. A., & Adjei, E. (2020). Understanding ride-sourcing demographics and the factors underlying its use among young people. Scientific African, 7, e00288.
Etminani-Ghasrodashti, R., & Hamidi, S. (2019). Individuals’ demand for ride-hailing services: Investigating the combined effects of attitudinal factors, land use, and travel attributes on demand for app-based taxis in Tehran, Iran. Sustainability, 11(20), 5755.
Fazeen, M., Gozick, B., Dantu, R., Bhukhiya, M., & González, M. C. (2012). Safe driving using mobile phones. IEEE Transactions on Intelligent Transportation Systems, 13(3), 1462-1468.
Fielbaum, A., & Tirachini, A. (2021). The sharing economy and the job market: the case of ride-hailing drivers in Chile. Transportation, 48(5), 2235-2261.
Flannery, A., Wochinger, K., & Martin, A. (2005). Driver assessment of service quality on urban streets. Transportation research record, 1920(1), 25–31.
Gomez, J., Aguilera-Garcia, A., Dias, F. F., Bhat, C. R., & Vassallo, J. M. (2021). Adoption and frequency of use of ride-hailing services in a European city: The case of Madrid. Transportation Research Part C: Emerging Technologies, 131, 103359.
Grahn, R., Harper, C. D., Hendrickson, C., Qian, Z., & Matthews, H. S. (2020). Socioeconomic and usage characteristics of transportation network company (TNC) riders. Transportation, 47, 3047-3067.
Hair Jr, J. F., Matthews, L. M., Matthews, R. L., & Sarstedt, M. (2017). PLS-SEM or CB-SEM: updated guidelines on which method to use. International Journal of Multivariate Data Analysis, 1(2), 107-123.
Hair, Jr, J. F., Sarstedt, M., Matthews, L. M., & Ringle, C. M. (2016). Identifying and treating unobserved heterogeneity with FIMIX-PLS: part I–method. European Business Review, 28(1), 63-76.
Henseler, C., Nordström, M. C., Törnroos, A., Snickars, M., Pecuchet, L., Lindegren, M., & Bonsdorff, E. (2019). Coastal habitats and their importance for the diversity of benthic communities: a species-and trait-based approach. Estuarine, Coastal and Shelf Science, 226, 106272.
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the academy of marketing science, 43, 115-135.
Hussain, R., Al Nasser, A., & Hussain, Y. K. (2015). Service quality and customer satisfaction of a UAE-based airline: An empirical investigation. Journal of Air Transport Management, 42, 167-175.
Ismail, A. A., Safri, S. N., Anuar, N. A. M., & Mohi, Z. (2023). The quality of e-ridesharing: are the e-ridesharing passengers satisfied? International Journal of Applied Business Research, 1-25.
Jameson, S. L., Hibberd, D. L., & Jamson, A. H. (2015). Drivers’ ability to learn eco-driving skills; effects on fuel efficiency and safe driving behavior. Transportation Research Part C: Emerging Technologies, 58, 657-668.
Janes, W. C. I., & Curran, V. (2023). Self-reported comfort and competencies for pain among undergraduate medical students at Memorial University. Lithos-The Memorial University Medical Journal, 1(1), 6-12
Jones, S. M., Bodie, G. D., & Hughes, S. D. (2019). The impact of mindfulness on empathy, active listening, and perceived provisions of emotional support. Communication Research, 46(6), 838-865
Jusoh, R., & Ridzuan, M. R. (2022). Customer Satisfaction toward Ride-Hailing Services in Kuantan, Pahang.
Kang, L., Jiang, Q., Peng, C. H., Sia, C. L., & Liang, T. P. (2020). Managing change with the support of smart technology: A field investigation of ride-hailing services. Journal of the Association for Information Systems, 21(6), 4.
Keelson, S. A., Bruce, E., Egala, S. B., Amoah, J. & Bashiru Jibril, A. (2024). Driving forces of social media and its impact on tourists’ destination decisions: a uses and gratification theory. Cogent Social Sciences, 10(1), 2318878.
Kock, N., & Hadaya, P. (2018). Minimum sample size estimation in PLS‐SEM: The inverse square root and gamma‐exponential methods. Information Systems Journal, 28(1), 227-261.
Kraus, L., Wittowsky, D., & Proff, H. (2023). Multi-method analysis to identify criteria interrelations for sustainability assessment of urban transportation services. Journal of Cleaner Production, 412, 137416
Lee, C. K. H., & Wong, A. O. M. (2021). Antecedents of consumer loyalty in ride-hailing. Transportation Research Part F: Traffic Psychology and Behaviour, 80, 14-33.
Lin, H. F. (2022). The mediating role of passenger satisfaction on the relationship between service quality and behavioral intentions of low-cost carriers. The TQM Journal, 34(6), 1691-1712.
Lu, K., & Shi, C. (2024). Exploring determinants of travelers’ discontinuance behavioral intention on integrated ride-hailing services: A perspective on perceived risk. Journal of Retailing and Consumer Services, 81, 104046.
Luo, Z., Lv, H., Fang, F., Zhao, Y., Liu, Y., Xiang, X., & Yuan, X. (2018). Dynamic taxi service planning by minimizing cruising distance without passengers. IEEE Access, 6, 70005–70016.
Ma, Y., Xie, Z., Li, W., & Chen, S. (2023). Modeling driving styles of online ride-hailing drivers with model identifiability and interpretability. Travel Behaviour and Society, 33, 100645.
Man, C. K., Ahmad, R., Kiong, T. P., & Rashid, T. A. (2019). Evaluation of service quality dimensions towards customers' satisfaction with ride-hailing services in Kuala Lumpur, Malaysia. International Journal of Recent Technology and Engineering, 7(5), 102-109.
Mayhew, D. R., & Simpson, H. M. (2002). The safety value of driver education and training. Injury prevention, 8(suppl 2), ii3-ii8.
Mensah, E. E., Adi, D. D., Olu, E. L., Akubia, Y. M., Nartey, N. E., & Adonu, R. E. (2024). Influences of Rider Practices and Online Food Delivery Services on Customer Satisfaction. African Journal of Applied Research, 10(2), 429-455.
Mohamed, M. A., Salimmadi, M., Kalf, H. A. I., Altememy, H. A., Al-Muttar, M. Y. O., Farhan, M. A., ... & Hammoode, J. A. (2023). Mediating Role of Customer Trust in the Relationship between Service Quality and Customer Loyalty: Empirical Evidence from Iraqi Banking Customers. International Journal of Operations and Quantitative Management, 29(2), 252–272.
Palese, B., & Usai, A. (2018). The relative importance of service quality dimensions in E-commerce experiences. International Journal of Information Management, 40, 132-140.
Möhlmann, M., & Zalmanson, L. (2017). Hands-on the wheel: Navigating algorithmic management and Uber drivers. In Autonomy’, in proceedings of the international conference on information systems (ICIS), Seoul South Korea (pp. 10-13).
Morris, E. A., Zhou, Y., Brown, A. E., Khan, S. M., Derochers, J. L., Campbell, H., ... & Chowdhury, M. (2020). Are drivers cool with a pool? Driver attitudes towards the shared TNC services UberPool and Lyft Shared. Transport Policy, 94, 123–138.
Murambi, D. N., & Bwisa, H. M. (2014). Service quality and customer satisfaction in the public transport sector of Kenya: A survey of shuttle travelers in Kitale terminus. International Journal of Academic Research in Business and Social Sciences, 4(9), 402.
Nguyen-Phuoc, D. Q., Su, D. N., Nguyen, M. H., Vo, N. S., & Oviedo-Trespalacios, O. (2022). Factors influencing intention to use on-demand shared ride-hailing services in Vietnam: risk, cost or sustainability? Journal of Transport Geography, 99, 103302.
Nguyen-Phuoc, D. Q., Su, D. N., Tran, P. T. K., Le, D. T. T., & Johnson, L. W. (2020). Factors influencing customers loyalty towards ride-hailing taxi services–A case study of Vietnam. Transportation Research Part A: Policy and Practice, 134, 96-112.
Nguyen-Phuoc, D. Q., Tran, P. T. K., Su, D. N., Oviedo-Trespalacios, O., & Johnson, L. W. (2021). The formation of passenger loyalty: Differences between ride-hailing and traditional taxi services. Travel Behaviour and Society, 24, 218-230.
Nguyen-Phuoc, D. Q., Vo, N. S., Su, D. N., Nguyen, V. H., & Oviedo-Trespalacios, O. (2021). What makes passengers continue using and talking positively about ride-hailing services? The role of the booking app and post-booking service quality. Transportation Research Part A: Policy and Practice, 150, 367-384.
Ofori, K. S., Anyigba, H., Adeola, O., Junwu, C., Osakwe, C. N., & David-West, O. (2022). Understanding post-adoption behaviour in the context of ride-hailing apps: the role of customer perceived value. Information Technology & People, 35(5), 1540-1562.
Ofori, K. S., Anyigba, H., Adeola, O., Junwu, C., Osakwe, C. N., & David-West, O. (2022). Understanding post-adoption behaviour in the context of ride-hailing apps: the role of customer perceived value. Information Technology & People, 35(5), 1540-1562.
Oleśków-Szłapka, J., Pawłyszyn, I., & Przybylska, J. (2020). Sustainable urban mobility in Poznan and Oslo-Actual State and development perspectives. Sustainability, 12(16), 6510.
Painter, M. A. (2020). Curb-sided: How Technology Disrupts the American Transportation Planning Process. University of Missouri-Saint Louis.
Pasharibu, Y., Paramita, E. L., & Febrianto, S. (2018). Price, service quality, and trust in online transportation towards customer satisfaction. Jurnal Ekonomi dan Bisnis, 21(2), 241-266.
Pugh, S. D., Dietz, J., Wiley, J. W., & Brooks, S. M. (2002). Driving service effectiveness through employee-customer linkages. Academy of Management Perspectives, 16(4), 73–84.
Pyddoke, R. (2020). Penalties as incentives for punctuality and regularity in tendered Swedish public transport. Research in transportation economics, 83, 100948.
Qin, X., Ke, J., Wang, X., Tang, Y., & Yang, H. (2022). Demand management for smart transportation: A review. Multimodal Transportation, 1(4), 100038.
Ruamchart, B. (2021). Evaluating service quality of ride-hailing service in Bangkok. Academy of Entrepreneurship Journal, 27, 1–9.
Schuhmacher, M. C. & Kuester, S. (2012). Identification of lead user characteristics driving the quality of service innovation ideas. Creativity and Innovation Management, 21(4), 427-442.
Scott-Parker, B., Goode, N. & Salmon, P. (2015). The driver, the road, the rules… and the rest? A systems-based approach to young driver road safety. Accident Analysis & Prevention, 74, 297–305.
Shamim, A., Khan, A. A., Qureshi, M. A., Rafique, H., & Akhunzada, A. (2021). Ride or not to ride: does the customer deviate toward ridesharing? International journal of environmental research and public health, 18(19), 10352.
Si, H., Duan, X., Cheng, L., & Zhang, Z. (2022). Determinants of consumers’ continuance intention to use dynamic ride-sharing services. Transportation Research Part D: Transport and Environment, 104, 103201.
Sisiopiku, V. P., Morshed, S. A., Sarjana, S., & Hadi, M. (2021). Transportation users’ attitudes and choices of ride-hailing services in two cities with different attributes. Journal of Transportation Technologies, 11(2), 196-212.
Sun, L., Teunter, R. H., Hua, G. & Wu, T. (2020). Taxi-hailing platforms: Inform or Assign drivers? Transportation Research Part B: Methodological, 142, 197-212.
Sun, S. & Pan, Y. (2023). Effects of Service Quality and Service Convenience on Customer Satisfaction and Loyalty in Self-Service Fitness Centers: Differences between Staffed and Unstaffed Services. Sustainability, 15(19), 14099.
Sureshchandar, G. S., Rajendran, C., & Anantharaman, R. N. (2002). The relationship between service quality and customer satisfaction–a factor specific approach. Journal of Services Marketing, 16(4), 363–379.
Tambayong, M. M. M. & Tan, P. H. P. (2022). The impact of service quality attributes of beauty parlors towards customer loyalty through customer satisfaction and trust.
Teo, B. C., Mustaffa, M. A., & Rozi, A. 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.
Van Lierop, D., Badami, M. G., & El-Geneidy, A. M. (2018). What influences satisfaction and loyalty in public transport? A review of the literature. Transport Reviews, 38(1), 52-72.
Vargo, S. L., & Lusch, R. F. (2004). Evolving to a new dominant logic for marketing. Journal of Marketing, 68(1), 1-17. doi: 10.1509/jmkg.68.1.1.24036.
Wang, H., & Yang, H. (2019). Ride sourcing systems: A framework and review. Transportation Research Part B: Methodological, 129, 122-155.
Wang, Y., Zhou, H., Jiao, J., & Overstreet, R. E. (2021). Travel behaviors, user characteristics, and social-economic impacts of shared transportation: A comprehensive review. International Journal of Logistics Research and Applications, 24(1), 51–78.
Wolff, S., & Madlener, R. (2019). Driven by change: Commercial drivers' acceptance and efficiency perceptions of light-duty electric vehicle usage in Germany. Transportation research part C: emerging technologies, 105, 262-282.
Xie, X., Han, Y., Anderson, A. & Ribeiro-Navarrete, S. (2022). Digital platforms and SMEs’ business model innovation: Exploring the mediating mechanisms of capability reconfiguration. International Journal of Information Management, 65, 102513.
Yaya, L. H. P., Fortià, M. F., Canals, C. S. & Marimon, F. (2015). Service quality assessment of public transport and the implication role of demographic characteristics. Public Transport, 7, 409-428.
Yu, H., Jia, X., Zhang, H. & Shu, J. (2020). Efficient and privacy-preserving ride matching using exact road distance in online ride-hailing services. IEEE Transactions on Services Computing, 15(4), 1841-1854.
Yu, H., Zhang, H., Yu, X., Du, X., & Guizani, M. (2020). Privacy-preserving group ridesharing matching in online ride-hailing services. IEEE Internet of Things Journal, 8(7), 5722–5735.
Zou, M. (2017). The regulatory challenges of ‘Uberization’in China: classifying ride-hailing drivers. International Journal of Comparative labor law and industrial relations, 33(2).
Zuo, W., Zhu, W., Chen, S., & He, X. (2019). Service quality management of online car-hailing based on PCN in the sharing economy. Electronic Commerce Research and Applications, 34, 100827.
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