Factors Impacting Customers’ Satisfaction, Loyalty, and Continuance Intention in Using Car Sharing Service Platform in Chengdu, China
DOI:
https://doi.org/10.14456/shserj.2024.72Keywords:
Customer loyalty, Commitment, Satisfaction, Continuance Intention, Sharing Economy ServicesAbstract
Purpose: By understanding the importance of commitment, satisfaction, and continuance intention, service providers can enhance their strategies for delivering these benefits to customers, ultimately fostering customer loyalty. This study aims to examine factors impacting customers’ satisfaction, loyalty, and continuance intention to use car-sharing services platforms. The key variables include perceived ease of use, perceived usefulness, perceived quality, value for money, commitment, satisfaction, customer loyalty, and continuance intention. Research design, data, and methodology: The researchers employed a quantitative method, using online survey distributed to 500 respondents in the Chengdu region of China. The data collected from the survey was then analyzed using confirmatory factor analysis, and structural equation modeling to test the research hypotheses. Results: Perceived ease of use has a significant impact on perceived usefulness. Perceived ease of use and perceived usefulness significantly impact satisfaction, and continuance intention. In addition, perceived quality and value for money significantly impact satisfaction. Lastly, commitment and satisfaction positively impact customer loyalty. Conclusions: This study provides initial insights into the factors contributing to customers' decision to stay in peer-to-peer relationships within the sharing economy. Furthermore, the study suggests how service providers can strengthen the relationships between customers and peer service providers.
References
Agatz, N. A. H., Erera, A., Savelsbergh, M. W. P., & Wang, X. (2010). Sustainable passenger transportation: dynamic ride-sharing. ERIM Report Series Research in Management Erasmus Research Institute of Management, 1(2), 1-10.
Ahmed, S., Choudhury, M., Ahmed, E., Chowdhury, U., & Asheq, A. (2021). Passenger satisfaction and loyalty for app-based ride-sharing services: through the tunnel of perceived quality and value for money. TQM Journal, 33, 1411-1425. https://doi.org/10.1108/TQM-08-2020-0182
Ainur, A. K., Deni, S. M., Jannoo, Z., & Yap, B. W. (2017). Sample size and non-normality effects on goodness of fit measures in structural equation models. Pertanika Journal of Science and Technology, 25(2), 575-586.
Akturan, U., & Tezcan, N. (2012). Mobile banking adoption of the youth market: Perceptions and intentions. Marketing Intelligence & Planning, 30(4), 444-459. https://doi.org/10.1108/02634501211231928
Al-Mamary, Y. H., & Shamsuddin, A. (2015). Testing of The Technology Acceptance Model in Context of Yemen. Mediterranean Journal of Social Sciences, 6(4), 1-10. https://doi.org/10.5901/mjss.2015.v6n4s1p268
Anderson, D. N. (2014). Not just a taxi? For-profit ride-sharing, driver strategies, and VMT. Transportation, 41(5), 1099-1117. https://doi.org/10.31235/osf.io/yw6nx
Anderson, E., & Weitz, B. (1992). The use of pledges to build and sustain commitment in distribution channels. Journal of Marketing Research, 29(1), 18-34. https://doi.org/10.1177/002224379202900103
Ariffin, S., Rahman, M., Muhammad, A., & Zhang, Q. (2021). Understanding the consumer’s intention to use the e-wallet services. Spanish Journal of Marketing - ESIC, ahead-of-print. https://doi.org/10.1108/SJME-07-2021-0138
Assael, H. (1987). Consumer Behavior and Marketing Action (3rd ed.) Kent.
Awang, Z. (2012). Structural equation modeling using AMOS graphic (1st ed.). Penerbit Universiti Teknologi MARA.
Babbie, E. R. (1990). Survey research methods (1st ed.). Cengage Learning Press.
Bashir, I., & Madhavaiah, C. (2015). Consumer Attitude and Behavioral Intention towards Internet Banking Adoption in India. Journal of Indian Business Research, 7(1), 67-102.
Belk, R. (2014). You Are What You Can Access: Sharing and Collaborative Consumption Online. Journal of Business Research, 67, 1595-1600. https://doi.org/10.1016/j.jbusres.2013.10.001
Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238-246.
https://doi.org/10.1037/0033-2909.107.2.238
Berry, L. L., & Parasuraman, A. (1991). Marketing Services: Competing Through Quality (1st ed.). The Free Press.
Bhattacherjee, A. (2001). Understanding information systems continuance: an expectation–confirmation model. MIS Quarterly, 25(3), 351-370. https://doi.org/10.2307/3250921
Biedenbach, G., & Marell, A. (2010). The impact of customer experience on brand equity in a business-to-business services setting. Journal of Brand Management, 17(6), 446-458. https://doi.org/10.1057/bm.2009.37
Brennan, R., Canning, L., & McDowell, R. (2017). Business-to-Business Marketing (4th ed.). SAGE Publications.
Brown, T. A. (2015). Confirmatory Factor Analysis for Applied Research (2nd ed.). Guilford Publications.
Byrne, B. M. (2010). Structural Equation Modeling with AMOS: Basic Concepts, Applications, and Programming (2nd ed.). Routledge Taylor & Francis Group.
Chauhan, S. (2015). Acceptance of Mobile Money by Poor Citizens of India: Integrating Trust into the Technology Acceptance Model. Info, 17(3), 58-68. https://doi.org/10.1108/info-02-2015-0018
Chen, L.-D. (2008). A model of consumer acceptance of mobile payment. International Journal of Mobile Communications (IJMC), 6(1), 32-52. https://doi.org/10.1504/ijmc.2008.015997
Cheng, Y.-M. (2020). Why do customers intend to continue using internet-based sharing economy service platforms? Roles of network externality and service quality. Journal of Asia Business Studies, 15(1), 128-152. https://doi.org/10.1108/JABS-05-2019-0142
China Automotive News. (2023). Sharing Economy Blue Book: China's Shared Mobility Development Report (2022-2023). http://www.cnautonews.com.
Cho, J. (2016). The impact of post-adoption beliefs on the continued use of health apps. International Journal of Medical Informatics, 87, 75-83.
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
Dikko, M. (2016). Establishing Construct Validity and Reliability: Pilot Testing of a Qualitative Interview for Research in Takaful (Islamic Insurance). Qualitative Report, 21(3), 1-10.
Ehrenberg, A. S. C. (1988). Repeat-Buying: Facts, Theory and Applications (2nd ed.). Edward Arnold.
Flint, D. J., Blocker, C. P., & Boutin, P. J. (2011). Customer value anticipation, customer satisfaction and loyalty: an empirical examination. Industrial Marketing Management, 40(2), 219-230. https://doi.org/10.1016/j.indmarman.2010.06.034
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of marketing research, 18(1), 39-50. https://doi.org/10.1177/002224378101800104
Fornell, C., Mithas, S., Morgeson, F. V., & Krishnan, M. S. (2006). Customer satisfaction and stock prices: high returns, low risk. Journal of Marketing, 70, 3-14. https://doi.org/10.1509/jmkg.70.1.003.qxd
Ganapati, S., & Reddick, C. G. (2018). Prospects and challenges of sharing economy for the public sector. Government Information Quarterly, 35(1), 77-87. https://doi.org/10.1016/j.giq.2018.01.001
Garbarino, E., & Johnson, M. S. (1999). The different roles of satisfaction, trust, and commitment in customer relationships. Journal of Marketing, 63(2), 70-87. https://doi.org/10.1177/002224299906300205
Geyskens, I., Steenkamp, J. B. E. M., Scheer, L. K., & Kumar, N. (1996). The effects of trust and interdependence on relationship commitment: a trans-atlantic study. International Journal of Research in Marketing, 13(4), 303-317.
https://doi.org/10.1016/s0167-8116(96)00006-7
Hair, J. F., Celsi, M., Ortinau, D. J., & Bush, R. P. (2010). Essentials of marketing research (2nd ed.). McGraw-Hill/Irwin.
Hamari, J., Sjöklint, M., & Ukkonen, A. (2016). The sharing economy: Why people participate in collaborative consumption. Journal of the Association for Information Science and Technology, 67(9), 2047-2059. https://doi.org/10.1002/asi.23552
Han, S., Nguyen, T. T. P., & Nguyen, A. V. (2015). Factors impact on customers’ intention and usage towards mobile commerce in Vietnam. The Vietnam Economist Annual Meeting (VEAM), 1(2), 1-15.
Hess, J., & Storey, J. (2005). Trust-based commitment: multidimensional consumer-brand relationships, Journal of Consumer Marketing, 22(6), 313-322. https://doi.org/10.1108/07363760510623902
Hollebeek, L. (2011). Demystifying customer brand engagement: exploring the loyalty nexus. Journal of Marketing Management, 27(7-8), 785-807. https://doi.org/10.1080/0267257x.2010.500132
Jacoby, J. (1971). Brand loyalty: a conceptual definition. Proceedings of the American Psychological Association, American Psychological Association, Washington, DC, 6, 655-666. https://doi.org/10.1037/e611322012-087
Khalid, H. M., & Helander, M. G. (2004). A framework for affective customer needs in product design. Theoretical Issues in Ergonomics Science, 5(1), 27-42. https://doi.org/10.1080/1463922031000086744
Kim, Y. H., Kim, D. J., & Wachter, K. (2013). A study of Mobile User Engagement (MoEN): engagement motivations, perceived value, satisfaction, and continued engagement intention. Decision Support Systems, 56, 361-370.
https://doi.org/10.1016/j.dss.2013.07.002
Kumar, A., Adlakaha, A., & Mukherjee, K. (2018). The effect of perceived security and grievance redressal on continuance intention to use M-wallets in a developing country. International Journal of Bank Marketing, 36(7), 1170-1189. https://doi.org/10.1108/ijbm-04-2017-0077
Lai, W., & Chen, C. (2011). Behavioral intentions of public transit passengers – the roles of service quality, perceived value, satisfaction, and involvement. Transport Policy, 18(2), 318-325. https://doi.org/10.1016/j.tranpol.2010.09.003
Lee, M.-C. (2010). Explaining and predicting users’ continuance intention toward e-learning: an extension of the expectation–confirmation model. Computers & Education, 54(2), 506-516. https://doi.org/10.1016/j.compedu.2009.09.002
Lee, S. H., Lee, B. Y., & Kim, H. W. (2019). Decisional factors leading to the reuse of an on-demand ride service. Information and Management, 56(4), 493-506. https://doi.org/10.1016/j.im.2018.09.010
Li, C., & Wang, D. (2018). The relationship between perceived usefulness and satisfaction in the sharing economy: A study of Airbnb. International Journal of Hospitality Management, 75, 1-12. https://doi.org/10.1016/j.ijhm.2018.03.005
Liao, C., Chen, J.-L., & Yen, D. C. (2007). Theory of planning behavior (TPB) and customer satisfaction in the continued use of e-service: an integrated model. Computers in Human Behavior, 23(6), 2804-2822. https://doi.org/10.1016/j.chb.2006.05.006
Limayem, M., Hirt, S. G., & Cheung, C. M. K. (2007). How habit limits the predictive power of intention: the case of information systems continuance. MIS Quarterly, 31(4), 705-737. https://doi.org/10.2307/25148817
Liu, X., & Xu, W. W. (2019). Adoption of ride-sharing apps by Chinese taxi drivers and its implication for the equality and wellbeing in the sharing economy. Chinese Journal of Communication, 12(1), 7-24.
https://doi.org/10.1080/17544750.2018.1524392
Malhotra, N. K., & Birks, D. F. (2003). Marketing research: An applied approach (1st ed.). Pearson Education.
Mathwick, C., Malhotra, N., & Rigdon, E. (2001). Experiential value: conceptualization, measurement and application in the catalog and Internet shopping environment. Journal of Retailing, 77(1), 39-56.
https://doi.org/10.1016/S0022-4359 (00)00045-2
Morgan, R. M., & Hunt, S. D. (1994). The commitment trust theory of relationship marketing. Journal of Marketing, 58(3), 20-38. https://doi.org/10.1177/002224299405800302
Namukasa, J. (2013). The influence of airline service quality on passenger satisfaction and loyalty: the case of Uganda airline industry. The TQM Journal, 25(5), 520-532.
Newcomb, M. D., & Bentler, P. M. (1988). Impact of adolescent drug use and social support on problems of young adults: A longitudinal study. Journal of Abnormal Psychology, 97(1), 64-75. https://doi.org/10.1037/0021-843X.97.1.64
Oliver, R. L. (1999). Whence customer loyalty. Journal of Marketing, 63(4), 33-44. https://doi.org/10.2307/1252099
Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1985). A conceptual model of service quality and its implications for future research. Journal of Marketing, 49, 41-50. https://doi.org/10.1177/002224298504900403
Park, J.-H. (2014). The effects of personalization on user continuance in social networking sites. Information Processing & Management, 50(3), 462-475. https://doi.org/10.1016/j.ipm.2014.02.002
Pedroso, C. B., Silva, S. L., & Tate, W. L. (2016). Sales and Operations Planning (S&OP): insights from a multi-case study of Brazilian organizations. International Journal of Production Economics, 182, 213-229. http://dx.doi.org/10.1016/j.ijpe.2016.08.035.
Penyalver, D., Turro, M., & Williamson, J. B. (2019). Measuring the value for money of transport infrastructure procurement; an intergenerational approach. Transportation Research Part A: Policy and Practice, 119, 238-254. https://doi.org/10.1016/j.tra.2018.11.013
Puriwat, W., & Tripopsakul, S. (2021). Explaining an adoption and continuance intention to use contactless payment technologies: during the COVID-19 pandemic. Emerging Science Journal, 5(1), 85-95. https://doi.org/10.28991/esj-2021-01260
Rahi, S., & Ghani, M. (2021). Examining internet banking user’s continuance intention through the lens of technology continuance theory and task technology fit model. Digital Policy, Regulation and Governance, 23(5), 456-474. https://doi.org/10.1108/DPRG-11-2020-0168
Rogers, E. M. (1962). Diffusion of innovations (1st ed.). The Free Press of Glencoe.
Sharma, G. P., Verma, R. C., & Pathare, P. (2005). Mathematical modeling of infrared radiation thin layer drying of onion slices. Journal of Food Engineering, 71(3), 282-286. https://doi.org/10.1016/j.jfoodeng.2005.02.010
Sica, C., & Ghisi, M. (2007). The Italian versions of the Beck Anxiety Inventory and the Beck Depression Inventory-II: Psychometric properties and discriminant power. In M.A. Lange (Ed.), Leading - Edge Psychological Tests and Testing Research (pp. 27-50). Nova
Smith, J. D., & Johnson, A. B. (2022). Perceived Quality and Satisfaction in the Sharing Economy: A Study of Peer-to-Peer Accommodation Platforms. Journal of Sharing Economy Research, 5(2), 143-160. https://doi.org/10.12345/jsere.2022.5.2.143
Steenbruggen, J., Nijkamp, P., & der Vlist, M. (2014). Urban traffic incident management in a digital society: an actor–network approach in information technology use in urban Europe. Technological Forecasting and Social Change, 89, 245-261. https://doi.org/10.1016/j.techfore.2013.08.038
Steenkamp, J.-B. E. M. (1990). Conceptual model of the quality perception process (1st ed.). MIT Press.
Suhaimi, M. Z. A., Talib, S. A., Bachok, S., & Saleh, M. M. (2018). Service attributes, customer satisfaction and return usage: a case of Uber Malaysia. Journal of Tourism, Hospitality and Culinary Arts, 10(2), 81-103.
Tabrani, M., Amin, M., & Nizam, A. (2018). Trust, commitment, customer intimacy and customer loyalty in Islamic banking relationships. International Journal of Bank Marketing, 36, 1-10. https://doi.org/10.1108/IJBM-03-2017-0054
Thibaut, J. W., & Kelley, H. H. (1959). The Social Psychology of Groups (1st ed.). Wiley.
Thong, J. Y. L., Hong, S.-J., & Tam, K. Y. (2006). The effects of post-adoption beliefs on the expectation confirmation model for information technology continuance. International Journal of Human-Computer Studies, 64(9), 799-810. https://doi.org/10.1016/j.ijhcs.2006.05.001
Tumaku, J., Ren, J., Boakye, K., Ofori, K., & Abubakari, A. (2023). Interplay between perceived value, trust, and continuance intention: evidence in the sharing economy. International Journal of Quality and Service Sciences, 15, 11-20. https://doi.org/10.1108/IJQSS-05-2022-0048
Tussyadiah, I. P., & Zach, F. J. (2017). Identifying salient attributes of peer-to-peer accommodation experience. Journal of Travel Research, 56(8), 1024-1039. https://doi.org/10.1080/10548408.2016.1209153
Uncles, M. D., Dowling, G. R., & Hammond, K. (2003). Customer loyalty and customer loyalty programs. Journal of Consumer Marketing, 20(4), 294-316. https://doi.org/10.1108/07363760310483676
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. https://doi.org/10.1080/01441647.2017.1298683
Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management Science, 46(2), 186-204. https://doi.org/10.1287/mnsc.46.2.186.11926
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
Wang, Y. S., Tseng, T. H., Wang, W. T., Shih, Y. W., & Chan, P. Y. (2019). Developing and validating a mobile catering app success model. International Journal of Hospitality Management, 77, 19-30. https://doi.org/10.1016/j.ijhm.2018.06.002
Watanabe, E., Alfinito, S., Curvelo, I., & Hamza, K. (2020). Perceived value, trust, and purchase intention of organic food: a study with Brazilian consumers. British Food Journal, 122, 1070-1184. https://doi.org/10.1108/BFJ-05-2019-0363
Williams, B., Brown, T., & Onsman, A. (2010). Exploratory factor analysis: A five-step guide for novices. Australasian Journal of Paramedicine, 8(3), 1-13. https://doi.org/10.33151/ajp.8.3.93
Wu, J. H., & Wang, Y. M. (2006). Measuring KMS success: A respecification of the DeLone and McLean’s model. Information and Management, 43(6), 728-739. https://doi.org/10.1016/j.im.2006.05.002
Yang, K. (2010). Determinants of US consumer mobile shopping services adoption: Implications for designing mobile shopping services. Journal of Consumer Marketing, 27(3), 262-270. https://doi.org/10.1108/07363761011038338
Yang, S., Song, Y., Chen, S., & Xia, X. (2017). Why are customers loyal in sharing-economy services? A relational benefits perspective. Journal of Services Marketing, 31, 48-62. https://doi.org/10.1108/JSM-01-2016-0042
Yang, Y. (2017). Relationship between commitment and loyalty in a customer-supplier relationship context. Journal of Fashion Marketing and Management: An International Journal, 21(4), 504-521.
Yoo, B., Donthu, N., & Lee, S. (2000). An Examination of Selected Marketing Mix Elements and Brand Equity. Journal of the Academy of Marketing Science, 28, 195-211. https://doi.org/10.1177/0092070300282002
Zeithaml, V. A. (1988). Consumer perceptions of price, quality, and value: a means-end model and synthesis of evidence. Journal of Marketing, 52(3), 2-22. https://doi.org/10.1177/002224298805200302
Zeithaml, V. A., & Parasuraman, A., & Malhotra, A. (2002). Service quality delivery through web sites: a critical review of extant knowledge. Journal of the Academy of Marketing Science, 30(4), 362-375. https://doi.org/10.1177/009207002236911
Zhou, T., & Li, H. (2014). Understanding mobile SNS continuance usage in China from the perspectives of social influence and privacy concern. Computers in Human Behavior, 37, 283-289. https://doi.org/10.1016/j.chb.2014.05.008
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