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Antecedents of mobile payment loyalty: An extended perspective of perceived value and information system success model

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  • Zhong, Junying
  • Chen, Tiao

Abstract

Drawing on the information system success model and perceived value theory, we develop a research model to examine factors that may affect user satisfaction and loyalty of mobile payment platforms. Empirical data was collected from users using Alipay and WeChat Pay in China, and a total of 410 valid responses were gathered for data analysis. The results show that the multi-dimensional formative perceived value including benefits and sacrifice is important determinant of mobile payment user satisfaction and loyalty. The three benefit dimensions of functional value, experiential value and social value are more important value components than the two sacrifice dimensions of risk and cost, and experiential value is the dominant component of mobile payment users' value perception. As for the antecedents of perceived value, system quality and service quality mainly affect perceived benefits, while information quality has a greater impact on risk. The research results provide the contribution of specific value dimensions to users' perceived value and the impact of quality characteristics on specific perceived value for mobile payment platform providers, thus helping them to adopt effective strategies to strengthen market competitiveness and retain existing users.

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  • Zhong, Junying & Chen, Tiao, 2023. "Antecedents of mobile payment loyalty: An extended perspective of perceived value and information system success model," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    • Handle: RePEc:eee:joreco:v:72:y:2023:i:c:s0969698923000140
    DOI: 10.1016/j.jretconser.2023.103267
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    1. Hult, G. Tomas M. & Sharma, Pratyush Nidhi & Morgeson, Forrest V. & Zhang, Yufei, 2019. "Antecedents and Consequences of Customer Satisfaction: Do They Differ Across Online and Offline Purchases?," Journal of Retailing, Elsevier, vol. 95(1), pages 10-23.
    2. Gong, Xiang & Zhang, Kem Z.K. & Chen, Chongyang & Cheung, Christy M.K. & Lee, Matthew K.O., 2020. "Transition from web to mobile payment services: The triple effects of status quo inertia," International Journal of Information Management, Elsevier, vol. 50(C), pages 310-324.
    3. Verkijika, Silas Formunyuy & Neneh, Brownhilder Ngek, 2021. "Standing up for or against: A text-mining study on the recommendation of mobile payment apps," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    4. Maksym Koghut & Omar AI-Tabbaa, 2021. "Exploring Consumers’ Discontinuance Intention of Remote Mobile Payments during Post-Adoption Usage: An Empirical Study," Administrative Sciences, MDPI, vol. 11(1), pages 1-33, February.
    5. Nguyen M. Tuan, 2022. "Customer readiness–customer participation link in e-services," The Service Industries Journal, Taylor & Francis Journals, vol. 42(9-10), pages 738-769, July.
    6. Yi-Shun Wang & Shin-jeng Lin & Ci-Rong Li & Timmy H. Tseng & Hsien-Ta Li & Jia-Yang Lee, 2018. "Developing and validating a physical product e-tailing systems success model," Information Technology and Management, Springer, vol. 19(4), pages 245-257, December.
    7. Wei-Lun Chang & Li-Ming Chen & Takako Hashimoto, 2022. "Cashless Japan: Unlocking Influential Risk on Mobile Payment Service," Information Systems Frontiers, Springer, vol. 24(5), pages 1515-1528, October.
    8. V. Kumar & Nandini Nim & Amit Agarwal, 2021. "Platform-based mobile payments adoption in emerging and developed countries: Role of country-level heterogeneity and network effects," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(8), pages 1529-1558, October.
    9. Kaur, Puneet & Dhir, Amandeep & Bodhi, Rahul & Singh, Tripti & Almotairi, Mohammad, 2020. "Why do people use and recommend m-wallets?," Journal of Retailing and Consumer Services, Elsevier, vol. 56(C).
    10. Zhunzhun Liu & Shenglin Ben & Ruidong Zhang, 2019. "Factors affecting consumers’ mobile payment behavior: a meta-analysis," Electronic Commerce Research, Springer, vol. 19(3), pages 575-601, September.
    11. Liu, Yu-li & Yan, Wenjia & Hu, Bo, 2021. "Resistance to facial recognition payment in China: The influence of privacy-related factors," Telecommunications Policy, Elsevier, vol. 45(5).
    12. Diamantopoulos, Adamantios & Riefler, Petra & Roth, Katharina P., 2008. "Advancing formative measurement models," Journal of Business Research, Elsevier, vol. 61(12), pages 1203-1218, December.
    13. Ching Ching Fang & James J. H. Liou & Sun-Weng Huang & Ying-Chuan Wang & Hui-Hua Huang & Gwo-Hshiung Tzeng, 2021. "A Hybrid, Data-Driven Causality Exploration Method for Exploring the Key Factors Affecting Mobile Payment Usage Intention," Mathematics, MDPI, vol. 9(11), pages 1-23, May.
    14. Leong, Lai-Ying & Hew, Teck-Soon & Ooi, Keng-Boon & Wei, June, 2020. "Predicting mobile wallet resistance: A two-staged structural equation modeling-artificial neural network approach," International Journal of Information Management, Elsevier, vol. 51(C).
    15. Chakraborty, Debarun & Siddiqui, Aaliyah & Siddiqui, Mujahid & Rana, Nripendra P. & Dash, Ganesh, 2022. "Mobile payment apps filling value gaps: Integrating consumption values with initial trust and customer involvement," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    16. Revels, Janeaya & Tojib, Dewi & Tsarenko, Yelena, 2010. "Understanding consumer intention to use mobile services," Australasian marketing journal, Elsevier, vol. 18(2), pages 74-80.
    17. Pal, Abhipsa & Herath, Tejaswini & De', Rahul & Raghav Rao, H., 2021. "Why do people use mobile payment technologies and why would they continue? An examination and implications from India," Research Policy, Elsevier, vol. 50(6).
    18. Liébana-Cabanillas, Francisco & Japutra, Arnold & Molinillo, Sebastián & Singh, Nidhi & Sinha, Neena, 2020. "Assessment of mobile technology use in the emerging market: Analyzing intention to use m-payment services in India," Telecommunications Policy, Elsevier, vol. 44(9).
    19. Ibn Kailan Abdul-Hamid & Aijaz A. Shaikh & Henry Boateng & Robert E. Hinson, 2019. "Customers' Perceived Risk and Trust in Using Mobile Money Services—an Empirical Study of Ghana," International Journal of E-Business Research (IJEBR), IGI Global, vol. 15(1), pages 1-19, January.
    20. Sharma, Sujeet Kumar & Sharma, Manisha, 2019. "Examining the role of trust and quality dimensions in the actual usage of mobile banking services: An empirical investigation," International Journal of Information Management, Elsevier, vol. 44(C), pages 65-75.
    21. Tran, Trang P. & Mai, Enping Shirley & Taylor, Erik C., 2021. "Enhancing brand equity of branded mobile apps via motivations: A service-dominant logic perspective," Journal of Business Research, Elsevier, vol. 125(C), pages 239-251.
    22. Karjaluoto, Heikki & Shaikh, Aijaz A. & Saarijärvi, Hannu & Saraniemi, Saila, 2019. "How perceived value drives the use of mobile financial services apps," International Journal of Information Management, Elsevier, vol. 47(C), pages 252-261.
    23. Mousa Albashrawi & Luvai Motiwalla, 2019. "Privacy and Personalization in Continued Usage Intention of Mobile Banking: An Integrative Perspective," Information Systems Frontiers, Springer, vol. 21(5), pages 1031-1043, October.
    24. Al-Saedi, Karrar & Al-Emran, Mostafa & Ramayah, T. & Abusham, Eimad, 2020. "Developing a general extended UTAUT model for M-payment adoption," Technology in Society, Elsevier, vol. 62(C).
    25. Sirkka L. Jarvenpaa & Thomas R. Shaw & D. Sandy Staples, 2004. "Toward Contextualized Theories of Trust: The Role of Trust in Global Virtual Teams," Information Systems Research, INFORMS, vol. 15(3), pages 250-267, September.
    26. Chang, Chiao-Chen, 2015. "Exploring mobile application customer loyalty: The moderating effect of use contexts," Telecommunications Policy, Elsevier, vol. 39(8), pages 678-690.
    27. Dorai, Sriram & Balasubramanian, Nataraj & Sivakumaran, Bharadhwaj, 2021. "Enhancing relationships in e-tail: Role of relationship quality and duration," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    28. Shaw, Norman & Sergueeva, Ksenia, 2019. "The non-monetary benefits of mobile commerce: Extending UTAUT2 with perceived value," International Journal of Information Management, Elsevier, vol. 45(C), pages 44-55.
    29. Yong Liu & Meng Wang & Danyu Huang & Qiang Huang & Hua Yang & Zhigang Li, 2019. "The impact of mobility, risk, and cost on the users’ intention to adopt mobile payments," Information Systems and e-Business Management, Springer, vol. 17(2), pages 319-342, December.
    30. Kuo, Ren-Zong, 2020. "Why do people switch mobile payment service platforms? An empirical study in Taiwan," Technology in Society, Elsevier, vol. 62(C).
    31. Sarstedt, Marko & Hair, Joseph F. & Ringle, Christian M. & Thiele, Kai O. & Gudergan, Siegfried P., 2016. "Estimation issues with PLS and CBSEM: Where the bias lies!," Journal of Business Research, Elsevier, vol. 69(10), pages 3998-4010.
    32. Dash, Ganesh & Paul, Justin, 2021. "CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    33. de Kerviler, Gwarlann & Demoulin, Nathalie T.M. & Zidda, Pietro, 2016. "Adoption of in-store mobile payment: Are perceived risk and convenience the only drivers?," Journal of Retailing and Consumer Services, Elsevier, vol. 31(C), pages 334-344.
    34. Zhou, Qingji & Lim, Fong Jie & Yu, Han & Xu, Gaoqian & Ren, Xiaoyu & Liu, Dan & Wang, Xiangxin & Mai, Xinda & Xu, Hong, 2021. "A study on factors affecting service quality and loyalty intention in mobile banking," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    35. Talwar, Shalini & Dhir, Amandeep & Khalil, Ashraf & Mohan, Geetha & Islam, A.K.M. Najmul, 2020. "Point of adoption and beyond. Initial trust and mobile-payment continuation intention," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    36. William H. DeLone & Ephraim R. McLean, 1992. "Information Systems Success: The Quest for the Dependent Variable," Information Systems Research, INFORMS, vol. 3(1), pages 60-95, March.
    37. Liebana-Cabanillas Francisco & Muñoz-Leiva Francisco & Sanchez-Fernandez Juan, 2015. "Payment Systems in New Electronic Environments: Consumer Behavior in Payment Systems via SMS," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 14(02), pages 421-449.
    38. Lingling Gao & Kerem Aksel Waechter, 2017. "Examining the role of initial trust in user adoption of mobile payment services: an empirical investigation," Information Systems Frontiers, Springer, vol. 19(3), pages 525-548, June.
    39. Gupta, Anil & Yousaf, Anish & Mishra, Abhishek, 2020. "How pre-adoption expectancies shape post-adoption continuance intentions: An extended expectation-confirmation model," International Journal of Information Management, Elsevier, vol. 52(C).
    40. Ruiz, David Martín & Gremler, Dwayne D. & Washburn, Judith H. & Carrión, Gabriel Cepeda, 2008. "Service value revisited: Specifying a higher-order, formative measure," Journal of Business Research, Elsevier, vol. 61(12), pages 1278-1291, December.
    41. Andreas I. Nicolaou & D. Harrison McKnight, 2006. "Perceived Information Quality in Data Exchanges: Effects on Risk, Trust, and Intention to Use," Information Systems Research, INFORMS, vol. 17(4), pages 332-351, December.
    42. Yan, Li-Ya & Tan, Garry Wei-Han & Loh, Xiu-Ming & Hew, Jun-Jie & Ooi, Keng-Boon, 2021. "QR code and mobile payment: The disruptive forces in retail," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    43. Wynne W. Chin & Barbara L. Marcolin & Peter R. Newsted, 2003. "A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results from a Monte Carlo Simulation Study and an Electronic-Mail Emotion/Adoption Study," Information Systems Research, INFORMS, vol. 14(2), pages 189-217, June.
    44. Abhipsa Pal & Tejaswini Herath & Rahul De’ & H. Raghav Rao, 2021. "Is the Convenience Worth the Risk? An Investigation of Mobile Payment Usage," Information Systems Frontiers, Springer, vol. 23(4), pages 941-961, August.
    45. Park, JungKun & Ahn, Jiseon & Thavisay, Toulany & Ren, Tianbao, 2019. "Examining the role of anxiety and social influence in multi-benefits of mobile payment service," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 140-149.
    46. Gwarlann de Kerviler & Nathalie Demoulin & Pietro Zidda, 2016. "Adoption of in-store mobile payment: Are perceived risk and convenience the only drivers?," Post-Print hal-01526066, HAL.
    47. Baabdullah, Abdullah M. & Alalwan, Ali Abdallah & Rana, Nripendra P. & Kizgin, Hatice & Patil, Pushp, 2019. "Consumer use of mobile banking (M-Banking) in Saudi Arabia: Towards an integrated model," International Journal of Information Management, Elsevier, vol. 44(C), pages 38-52.
    48. Kim, Myung-Ja & Chung, Namho & Lee, Choong-Ki, 2011. "The effect of perceived trust on electronic commerce: Shopping online for tourism products and services in South Korea," Tourism Management, Elsevier, vol. 32(2), pages 256-265.
    49. Mombeuil, Claudel & Uhde, Helena, 2021. "Relative convenience, relative advantage, perceived security, perceived privacy, and continuous use intention of China’s WeChat Pay: A mixed-method two-phase design study," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    50. Ming-Tsang Hsieh & Wen-Chin Tsao, 2014. "Reducing perceived online shopping risk to enhance loyalty: a website quality perspective," Journal of Risk Research, Taylor & Francis Journals, vol. 17(2), pages 241-261, February.
    51. Deng, Zhaohua & Lu, Yaobin & Wei, Kwok Kee & Zhang, Jinlong, 2010. "Understanding customer satisfaction and loyalty: An empirical study of mobile instant messages in China," International Journal of Information Management, Elsevier, vol. 30(4), pages 289-300.
    52. Lian, Jiunn-Woei & Li, Ji, 2021. "The dimensions of trust:An investigation of mobile payment services in Taiwan," Technology in Society, Elsevier, vol. 67(C).
    53. Patil, Pushp & Tamilmani, Kuttimani & Rana, Nripendra P. & Raghavan, Vishnupriya, 2020. "Understanding consumer adoption of mobile payment in India: Extending Meta-UTAUT model with personal innovativeness, anxiety, trust, and grievance redressal," International Journal of Information Management, Elsevier, vol. 54(C).
    54. Varshneya, Geetika & Das, Gopal, 2017. "Experiential value: Multi-item scale development and validation," Journal of Retailing and Consumer Services, Elsevier, vol. 34(C), pages 48-57.
    55. Liébana-Cabanillas, Francisco & Molinillo, Sebastian & Ruiz-Montañez, Miguel, 2019. "To use or not to use, that is the question: Analysis of the determining factors for using NFC mobile payment systems in public transportation," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 266-276.
    56. Reinartz, Werner & Haenlein, Michael & Henseler, Jörg, 2009. "An empirical comparison of the efficacy of covariance-based and variance-based SEM," International Journal of Research in Marketing, Elsevier, vol. 26(4), pages 332-344.
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