Customer Satisfaction and Intention to Use Mobile Financial Services: A Systematic Literature Review
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The study aims to provide a comprehensive literature review on customer satisfaction and intention to use mobile financial services, to find out the limitations of existing studies, and to guide a direction for future research. This research is narrative and qualitative in nature. There are 58 relevant and related articles selected for the systematic review which were mostly collected from the Scopus database and a few on snowball systems from other authentic databases. Weight analysis performs to identify the best predictors of the existing literatures and descriptive data are presented in tabular and graphical form. The study revealed that D&M IS Success model, TAM, and UTATUT theories have mostly been employed in existing literatures and SEM as frequently applied statistical techniques. Weight analysis disclosed that perceived usefulness, confirmation of expectation, trust, service quality, system quality, information quality, and perceived cost are the best predictors of customer satisfaction and perceived usefulness, satisfaction, self-efficacy, perceived benefit, hedonic motivation, perceived ease of use, and perceived risks are the best predictors of Intention to use MFS. These findings have implications for academicians to take into account such variables for developing new research frameworks and for practitioners in setting business strategies.
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References
-
Adjei, J. K., Odei-Appiah, S., & Tobbin, P. E. (2020). Explaining the determinants of continual use of mobile financial services. Digital Policy, Regulation and Governance, 22(1), 15-31. doi:10.1108/DPRG-09-2019-0074.
Google Scholar
1
-
Afroze, D., & Rista, F. I. (2022). Mobile financial services (MFS) and digital inclusion–a study on customers’ retention and perceptions. Qualitative Research in Financial Markets, 14(5), 768-785. doi:10.1108/QRFM-06-2021-0095.
Google Scholar
2
-
Akhter, A., Hossain, M. U., & Karim, M. M. (2020). Exploring customer intentions to adopt mobile banking services: Evidence from a developing country. Banks and Bank Systems, 15(2), 105-116. doi:10.21511/bbs.15(2).2020.10.
Google Scholar
3
-
Al-Otaibi, S., Aljohani, N. R., Hoque, M. R., & Alotaibi, F. S. (2018). The satisfaction of Saudi customers toward mobile banking in Saudi Arabia and the United Kingdom. Journal of Global Information Management, 26(1), 85-103. doi:10.4018/JGIM.2018010105.
Google Scholar
4
-
AL-Zubi, K., & Al-Gasawneh, J. (2022). An integrated model of mobile banking service quality and customers’ satisfaction: Evidence from Jordanian mobile banking users. International Journal of Data and Network Science, 6(4), 1609-1618. doi:10.5267/j.ijdns.2022.4.017.
Google Scholar
5
-
Ali, S. S., & Kaur, R. (2015). An empirical approach to customer perception of mobile banking in Indian scenario. International Journal of Business Innovation and Research, 9(3), 272-294. doi:10.1504/IJBIR.2015.069137.
Google Scholar
6
-
Alkhawaldeh, A. M., Matar, A., & Al-Rdaydeh, M. (2022). Intention to use mobile banking services: Extended model. International Journal of Business Information Systems, 39(2), 157-169. doi:10.1504/IJBIS.2022.121431.
Google Scholar
7
-
Alkhazaleh, A. M. K., & Haddad, H. (2021). How does the Fintech services delivery affect customer satisfaction: A scenario of Jordanian banking sector. Strategic Change, 30(4), 405-413. doi:10.1002/ jsc.2434.
Google Scholar
8
-
Alkhowaiter, W. A. (2020). Digital payment and banking adoption research in Gulf countries: A systematic literature review. International Journal of Information Management, 53, 102102. doi:10.1016/j.ijinfomgt.2020.102102.
Google Scholar
9
-
Alonso-Dos-Santos, M., Soto-Fuentes, Y., & Valderrama-Palma, V. (2020). Determinants of mobile banking users’ loyalty. Journal of Promotion Management, 26(5), 615-633. doi:10.1080/10496491.2020.1729312.
Google Scholar
10
-
Alwi, S., Alpandi, R. M., Salleh, M. N. M., & Najihah, I. (2019). An empirical study on the customers’ satisfaction on fintech mobile payment services in Malaysia. International Journal of Advanced Science and Technology, 28(16), 390-400.
Google Scholar
11
-
Ardani, W., Rahyuda, K., Giantari, I. G. A. K., & Sukaatmadja, I. P. G. (2019). Customer satisfaction and behavioral intentions in tourism: A literature review. International Journal of Applied Business and International Management, 4(3), 84-93. doi:10.32535/ijabim.v4i3.686.
Google Scholar
12
-
Asnakew, Z. S. (2020). Customers’ continuance intention to use mobile banking: Development and testing of an integrated model. The Review of Socionetwork Strategies, 14(1), 123-146. doi:10.1007/s12626-020-00060-7.
Google Scholar
13
-
Astrachan, C. B., Patel, V. K., & Wanzenried, G. (2014). A comparative study of CB-SEM and PLS-SEM for theory development in family firm research. Journal of Family Business Strategy, 5(1), 116-128. doi:10.1016/j.jfbs.2013.12.002.
Google Scholar
14
-
Azam, A. (2015). Continuance intention model for mobile banking. International Journal of Electronic Finance, 8(2-4), 169-188. doi:10.1504/IJEF.2015.070534.
Google Scholar
15
-
Baabdullah, A. M., Alalwan, A. A., Rana, N. P., Kizgin, H., & Patil, P. (2019). Consumer use of mobile banking (M-Banking) in Saudi Arabia: Towards an integrated model. International Journal of Information Management, 44, 38-52. doi:10.1016/j.ijinfomgt.2018.09.002.
Google Scholar
16
-
Baptista, G., & Oliveira, T. (2017). Why so serious? Gamification impact in the acceptance of mobile banking services. Internet Research, 27(1), 118-139. doi:10.1108/IntR-10-2015-0295.
Google Scholar
17
-
Bhuvana, M., & Vasantha, S. (2019). Ascertaining the mediating effect of financial literacy for accessing mobile banking services to achieve financial inclusion. International Journal of Recent Technology and Engineering (IJRTE), 7(6), 1182-1190. doi:F12020476S319/19.
Google Scholar
18
-
Boujaddaine, S., & Taqi, A. (2021). Factors Affecting Customer Satisfaction And Recommendation Of Mobile Banking Services In Morocco. European Journal of Management and Marketing Studies, 6(3), 160-178. doi:10.46827/ejmms.v6i3.1131.
Google Scholar
19
-
Chemingui, H. (2013). Resistance, motivations, trust and intention to use mobile financial services. International Journal of Bank Marketing, 31(7), 574-592. doi:10.1108/IJBM-12-2012-0124.
Google Scholar
20
-
Chen, C. (2013). Perceived risk, usage frequency of mobile banking services. Managing Service Quality, 23(5), 410-436. doi:10.1108/MSQ-10-2012-0137.
Google Scholar
21
-
Ciunova-Shuleska, A., Palamidovska-Sterjadovska, N., & Prodanova, J. (2022). What drives m-banking clients to continue using m-banking services? Journal of Business Research, 139, 731-739. doi:10.1016/j.jbusres.2021.10.024.
Google Scholar
22
-
De Leon, M. V. (2019). Factors influencing behavioural intention to use mobile banking among retail banking clients. Jurnal Studi Komunikasi, 3(2), 118-137. doi:10.25139/jsk.v3i2.1469.
Google Scholar
23
-
De Leon, M. V., Atienza, R. P., Susilo, D., & Management. (2020). Influence of self-service technology (SST) service quality dimensions as a second-order factor on perceived value and customer satisfaction in a mobile banking application. Cogent Business, 7(1), 1794241. doi:10.1080/23311975.2020.1794241.
Google Scholar
24
-
Foroughi, B., Iranmanesh, M., & Hyun, S. S. (2019). Understanding the determinants of mobile banking continuance usage intention. Journal of Enterprise Information Management, 32(6), 1015-1033. doi:10.1108/JEIM-10-2018-0237.
Google Scholar
25
-
Geebren, A., Jabbar, A., & Luo, M. (2021). Examining the role of consumer satisfaction within mobile eco-systems: Evidence from mobile banking services. Computers in Human Behavior, 114, 106584. doi:10.1016/j.chb.2020.106584.
Google Scholar
26
-
Gharaibeh, M. K., & Arshad, M. R. M. (2018). Determinants of intention to use mobile banking in the North of Jordan: Extending UTAUT2 with mass media and trust. Journal of Engineering and Applied Sciences, 13(8), 2023-2033. doi:10.3923/jeasci.2018.2023.2033.
Google Scholar
27
-
Gupta, S., & Dhingra, S. (2022). Modeling the key factors influencing the adoption of mobile financial services: an interpretive structural modeling approach. Journal of Financial Services Marketing, 27(2), 96-110. doi:10.1057/s41264-021-00101-4.
Google Scholar
28
-
Hassan, H. E., & Wood, V. R. (2020). Does country culture influence consumers' perceptions toward mobile banking? A comparison between Egypt and the United States. Telematics and Informatics, 46, 101312. doi:10.1016/j.tele.2019.101312.
Google Scholar
29
-
Hidayat-ur-Rehman, I., Ahmad, A., Khan, M. N., & Mokhtar, S. A. (2021). Investigating mobile banking continuance intention: A mixed-methods approach. Mobile Information Systems, 2021, 1-17. doi:10.1155/2021/9994990.
Google Scholar
30
-
Himel, M. T. A., Ashraf, S., Bappy, T. A., Abir, M. T., Morshed, M. K., & Hossain, M. N. (2021). Users' attitude and intention to use mobile financial services in Bangladesh: An empirical study. South Asian Journal of Marketing, 2(1), 72-96. doi:10.1108/SAJM-02-2021-0015.
Google Scholar
31
-
Jahan, N., & Shahria, G. (2021). Factors effecting customer satisfaction of mobile banking in Bangladesh: A study on young users' perspective. South Asian Journal of Marketing, 3(1), 60-76. doi:10.1108/SAJM-02-2021-0018.
Google Scholar
32
-
Jeyaraj, A., Rottman, J. W., & Lacity, M. C. (2006). A review of the predictors, linkages, and biases in IT innovation adoption research. Journal of information technology, 21(1), 1-23. doi:10.1057/palgrave.jit.2000056.
Google Scholar
33
-
Kang, H., Lee, M. J., & Lee, J. K. (2012). Are you still with us? A study of the post-adoption determinants of sustained use of mobile-banking services. Journal of Organizational Computing and Electronic Commerce, 22(2), 132-159. doi:10.1080/10919392.2012.667710.
Google Scholar
34
-
Kelly, A., & Palaniappan, S. (2019). Survey on customer satisfaction, adoption, perception, behaviour, and security on mobile banking. Journal of Information Technology and Software Engineering, 9(2), 1-15. doi:10.35248/2165-7866.19.9.259.
Google Scholar
35
-
Khadim, N., & Islam, M. K. (2022). A Review of Literature on the Evaluation of Customer Satisfaction Patterns in Mobile Banking Services. International Journal of Professional Business Review, 7(3), 1-12. doi:10.26668/businessreview/2022.v7i3.534.
Google Scholar
36
-
Khan, M. R., & Chaipoopirutana, S. (2020). Factors influencing users’ behavioral intention to reuse mobile financial services in Bangladesh. Journal of Management and Marketing Review, 5(3), 155-169. doi:10.35609/jmmr.2020.5.3(4).
Google Scholar
37
-
Kumar, & Ravindran, D. S. (2012). An empirical study on service quality perceptions and continuance intention in mobile banking context in India. Journal of Internet Banking and Commerce, 17(1), 1-22.
Google Scholar
38
-
Kumar, & Shenbagaraman, V. (2017). The customers' perception of mobile banking adoption in Chennai City. An empirical assessment of an extended technology acceptance model. International Journal of Business Information Systems, 26(1), 46-65. doi:10.1504/IJBIS.2017.086056.
Google Scholar
39
-
Lan, V., & Giang, N. (2021). Bank’s brand, social influence, and its impact on the decision on using mobile banking services of individual customers: An empirical study. Accounting, 7(4), 925-932. doi:10.5267/j.ac.2021.1.015.
Google Scholar
40
-
Le, Pham, H. M., Chu, N. H., Nguyen, D. K., & Ngo, H. M. (2020). Factors affecting users’ continuance intention towards mobile banking In Vietnam. American Journal of Multidisciplinary Research & Development, 2(4), 42-51.
Google Scholar
41
-
Lee, H., Ngo, C. T., Trinh, T. T. H., & Nguyen, T. T. P. (2020). Factor affecting customers' decision to use mobile banking service: A case of Thanh Hoa Province, Vietnam. The Journal of Asian Finance, Economics and Business, 7(2), 205-212. doi:10.13106/jafeb.2020.vol7.no2.205.
Google Scholar
42
-
Lee, Y. K., Park, J. H., Chung, N., & Blakeney, A. (2012). A unified perspective on the factors influencing usage intention toward mobile financial services. Journal of Business Research, 65(11), 1590-1599. doi:10.1016/j.jbusres.2011.02.044.
Google Scholar
43
-
Lim, S. H., Kim, D. J., Hur, Y., & Park, K. (2019). An empirical study of the impacts of perceived security and knowledge on continuous intention to use mobile fintech payment services. International Journal of Human–Computer Interaction, 35(10), 886-898. doi:10.1080/10447318.2018.1507132.
Google Scholar
44
-
Merhi, M., Hone, K., & Tarhini, A. (2019). A cross-cultural study of the intention to use mobile banking between Lebanese and British consumers: Extending UTAUT2 with security, privacy and trust. Technology in Society, 59, 101151. doi:10.1016/j.techsoc.2019.101151.
Google Scholar
45
-
Metlo, M. Y., Hussain, N., Saqib, G., Phulpoto, K., & Abro, S. (2021). Impact of mobile banking on customers’ satisfaction. International Journal of Management, 12(1), 1263-1271. doi:10.34218/IJM.12.1.2021.111.
Google Scholar
46
-
Munir, A. R., & Ilyas, G. B. (2017). Extending the technology acceptance model to predict the acceptance of customer toward mobile banking service in Sulawesi Selatan. International Journal of Economic Research, 14(4), 365-375.
Google Scholar
47
-
Naruetharadhol, P., Ketkaew, C., Hongkanchanapong, N., Thaniswannasri, P., Uengkusolmongkol, T., Prasomthong, S., & Gebsombut, N. (2021). Factors affecting sustainable intention to use mobile banking services. SAGE Open, 11(3), 1-13. doi:10.1177/21582440211029925.
Google Scholar
48
-
Omigie, N. O., Zo, H., Ciganek, A. P., & Jarupathirun, S. (2020). Understanding the continuance of mobile financial services in Kenya: The roles of utilitarian, hedonic, and personal values. Journal of Global Information Management, 28(3), 36-57. doi:10.4018/JGIM.2020070103.
Google Scholar
49
-
Özecan, M. (2018). Factors affecting mobile banking usage intention, user satisfaction and word-of-mouth intention. (Master's Thesis Paper), Institute of Social Sciences, Graduate School of Marketing, Sosyal Bilimler Enstitüsü.
Google Scholar
50
-
Poromatikul, C., De Maeyer, P., Leelapanyalert, K., & Zaby, S. (2019). Drivers of continuance intention with mobile banking apps. International Journal of Bank Marketing, 38(1), 242-262. doi:10.1108/IJBM-08-2018-0224.
Google Scholar
51
-
Rabaa’i, A. A., & AlMaati, S. (2021). Exploring the determinants of users’ continuance intention to use mobile banking services in Kuwait: Extending the expectation-confirmation model. Asia Pacific Journal of Information Systems, 31(2), 141-184. doi:10.14329/apjis.2021.31.2.141.
Google Scholar
52
-
Rhaiem, K., & Amara, N. (2021). Learning from innovation failures: a systematic review of the literature and research agenda. Review of Managerial Science, 15(2), 189-234. doi:10.1007/s11846-019-00339-2.
Google Scholar
53
-
Ryu, H.-S., & Ko, K. S. (2020). Sustainable development of Fintech: Focused on uncertainty and perceived quality issues. Sustainability, 12(18), 7669. doi:10.3390/su12187669
Google Scholar
54
-
Saadilah, M. R., Hurriyati, R., & Dirgantari, P. D. (2020). Determination of user satisfaction in mobile banking services using the Information Systems Success Model (ISSM) perspective. Advances in Economics, Business and Management Research, 187, 257-263. doi:10.2991/aebmr.k.210831.050.
Google Scholar
55
-
Sagib, G. K., & Zapan, B. (2014). Bangladeshi mobile banking service quality and customer satisfaction and loyalty. Management and Marketing, 9(3), 331-346.
Google Scholar
56
-
Sampaio, C. H., Ladeira, W. J., & Santini, F. D. O. (2017). Apps for mobile banking and customer satisfaction: A cross-cultural study. International Journal of Bank Marketing, 35(7), 1133-1153. doi:10.1108/IJBM-09-2015-0146.
Google Scholar
57
-
Samsudeen, S. N., Hilmy, M., & Gunapalan, S. (2020). Islamic banking customers’ intention to use mobile banking services: A Sri Lankan study. Journal of Advanced Research in Dynamical and Control Systems, 12(2), 1610-1626. doi:10.5373/JARDCS/V12I2/S20201200.
Google Scholar
58
-
Shaikh, A. A., Alamoudi, H., Alharthi, M., & Glavee-Geo, R. (2022). Advances in mobile financial services: a review of the literature and future research directions. International Journal of Bank Marketing(ahead-of-print). doi:10.1108/IJBM-06-2021-0230.
Google Scholar
59
-
Shamsher, S. (2014). Customer perception of mobile banking: An empirical study in National Capital Region Delhi. The Journal of Internet Banking and Commerce, 19(3), 1-22.
Google Scholar
60
-
Sharma, S. K. (2019). Integrating cognitive antecedents into TAM to explain mobile banking behavioral intention: A SEM-neural network modeling. Information Systems Frontiers, 21(4), 815-827. doi:10.1007/s10796-017-9775-x.
Google Scholar
61
-
Sharma, S. K., & Sharma, M. (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, 44, 65-75. doi:10.1016/j.ijinfomgt.2018.09.013.
Google Scholar
62
-
Singh, S., & Srivastava, R. (2020). Understanding the intention to use mobile banking by existing online banking customers: An empirical study. Journal of Financial Services Marketing, 25(3), 86-96. doi:10.1057/s41264-020-00074-w.
Google Scholar
63
-
Singh, S., & Srivastava, R. K. (2018). Predicting the intention to use mobile banking in India introduction. International Journal of Bank Marketing, 36(2), 357-378. doi:10.1108/IJBM-12-2016-0186.
Google Scholar
64
-
Soekarno, S., Mambea, I. Y., Malinda, M., & Mardiyyah, M. S. (2021). Determining key factors that affect millennial Indonesians in using mobile financial services using rasch measurement scale. Malaysian Journal of Consumer and Family Economics, 27, 98-112.
Google Scholar
65
-
Souiden, N., Ladhari, R., & Chaouali, W. (2020). Mobile banking adoption: a systematic review. International Journal of Bank Marketing, 39(2), 214-241. doi:10.1108/IJBM-04-2020-0182.
Google Scholar
66
-
Susanto, A., Chang, Y., & Ha, Y. (2016). Determinants of continuance intention to use the smartphone banking services: An extension to the expectation-confirmation model. Industrial Management & Data Systems, 116(3), 508-525. doi:10.1108/IMDS-05-2015-0195.
Google Scholar
67
-
Talukder, M., Quazi, A., & Sathye, M. (2014). Mobile phone banking usage behaviour: An Australian perspective. Australasian Accounting, Business and Finance Journal, 8(4), 83-104. doi:10.14453/aabfj.v8i4.6.
Google Scholar
68
-
Tseng, J.-T., Han, H.-L., Su, Y.-H., & Fan, Y.-W. (2017). The influence of intention to use the mobile banking-The privacy mechanism perspective. Journal of Management Research, 9(1), 117-137. doi:10.5296/jmr.v9i1.10580.
Google Scholar
69
-
Tun, P. M. (2020a). Factors influencing intention to reuse mobile banking services for the private banking sector in Myanmar. ASEAN Journal of Management & Innovation, 7(1), 63-78. doi:10.14456/ajmi.2020.5.
Google Scholar
70
-
Tun, P. M. (2020b). An investigation of factors influencing intention to use mobile wallets of mobile financial services providers in Myanmar. The Asian Journal of Technology Management, 13(2), 129-144. doi:10.12695/ajtm.2020.13.2.3.
Google Scholar
71
-
Uddin, M. K. (2022). Assessing Financial Performance of Mobile Banking Services Organization in Bangladesh. European Journal of Business and Management Research, 7(2), 240–245. https://doi.org/10.24018/ejbmr.2022.7.2.1365.
Google Scholar
72
-
Yin, L.-X., & Lin, H.-C. (2022). Predictors of customers’ continuance intention of mobile banking from the perspective of the interactivity theory. Economic Research-Ekonomska Istraživanja, 1-30. doi:10.1080/1331677X.2022.2053782.
Google Scholar
73
-
Yuan, S., Liu, Y., Yao, R., & Liu, J. (2016). An investigation of users’ continuance intention towards mobile banking in China. Information Development, 32(1), 20-34. doi:10.1177/0266666914522140.
Google Scholar
74
-
Zhou, Q., Lim, F. J., Yu, H., Xu, G., Ren, X., Liu, D., Xu, H., et al. (2021). A study on factors affecting service quality and loyalty intention in mobile banking. Journal of Retailing and Consumer Services, 60, 102424. doi:10.1016/j.jretconser.2020.102424.
Google Scholar
75
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