01 Pages : 1-7
http://dx.doi.org/10.31703/ger.2022(VII-IV).01 10.31703/ger.2022(VII-IV).01 Published : Dec 2022Investigating Factors Towards Adoption of Mobile Wallet Payment Services
The goal of this study is to look at the effect of "perceived ease of use" (PEOU), "perceived usefulness" (PU), "perceived service cost" (PSC), "perceived credibility" (PC) and "customers' satisfaction" (CS) on consumers' intention to adopt mobile wallet payment services. "Customer satisfaction" (CS) was the mediator between PEOU, PU and IU. The study model is based on the model of "technology acceptance model" (TAM). The study involves 300 respondents and the data was obtained via an online questionnaire. - Convenient sampling method. Smart PLS (partial least squares) regression using the "structural equation" technique has been applied to review and analyze the data. The data analysis findings are supported with several previously published hypotheses. All independent variables influence the dependent variable IU, indirect effect of PU is positive and significant to IU, further it was found from analysis that the PEOU has not significant effect to the mediator CS and the IU indirectly.
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Mobile Wallet, Digital Payments, Technology Acceptance Model (TAM), Adoption of Technology, Consumer Intention
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(1) Faraz Mahboob
Research Scholar, Mehran University Institute of Science, Technology and Development, MUET, Jamshoro, Sindh, Pakistan.
(2) Arifa Bano Talpur
Assistant Professor, Mehran University Institute of Science, Technology and Development, MUET,Jamshoro, Sindh, Pakistan.
(3) Mahvish Kanwal Khaskhely
Lecturer, Mehran University Institute of Science, Technology and Development, MUET, Jamshoro, Sindh, Pakistan.
- Ab Hamid, M. R., Sami, W., & Mohmad Sidek, M. H. (2017). Discriminant validity assessment: Use of Fornell & Larcker criterion versus HTMT criterion. Journal of Physics: Conference Series, 890, 012163. https://doi.org/10.1088/1742-6596/890/1/012163
- Ab Hamid, M. R., Sami, W., & Mohmad Sidek, M. H. (2017). Discriminant validity assessment: Use of Fornell & Larcker criterion versus HTMT criterion. Journal of Physics: Conference Series, 890, 012163. https://doi.org/10.1088/1742-6596/890/1/012163
- Abrahão, R. De, Moriguchi, S. N., & Andrade, D. F. (2016). Intention of adoption of mobile payment: An analysis in the light of the “unified theory of acceptance and use of technology†(utaut). RAI Revista De Administração e Inovação, 13(3), 221– 230. https://doi.org/10.1016/j.rai.2016.06.003
- Abrahão, R. De, Moriguchi, S. N., & Andrade, D. F. (2016). Intention of adoption of mobile payment: An analysis in the light of the “unified theory of acceptance and use of technology†(utaut). RAI Revista De Administração e Inovação, 13(3), 221– 230. https://doi.org/10.1016/j.rai.2016.06.003
- Ahmed, A. (2020, July 6). Despite covid-19, Pakistanis still hesitant to adopt digital payments: Survey. Brecorder. https://www.brecorder.com/news/40003157
- Ahmed, A. (2020, July 6). Despite covid-19, Pakistanis still hesitant to adopt digital payments: Survey. Brecorder. https://www.brecorder.com/news/40003157
- Al-Natour, S., Cavusoglu, H., Benbasat, I., & Aleem, U. (2020). An empirical investigation of the antecedents and consequences of privacy uncertainty in the context of mobile apps. Information Systems Research, 31(4), 1037–1063. https://doi.org/10.1287/isre.2020.0931
- Al-Natour, S., Cavusoglu, H., Benbasat, I., & Aleem, U. (2020). An empirical investigation of the antecedents and consequences of privacy uncertainty in the context of mobile apps. Information Systems Research, 31(4), 1037–1063. https://doi.org/10.1287/isre.2020.0931
- Alaeddin, O., Altounjy, R., Zainudin, Z., & Kamarudin, F. (2018). From physical to digital: Investigating consumer behaviour of switching to Mobile Wallet. Polish Journal of Management Studies, 17(2), 18–30. https://doi.org/10.17512/pjms.2018.17.2.02
- Alaeddin, O., Altounjy, R., Zainudin, Z., & Kamarudin, F. (2018). From physical to digital: Investigating consumer behaviour of switching to Mobile Wallet. Polish Journal of Management Studies, 17(2), 18–30. https://doi.org/10.17512/pjms.2018.17.2.02
- Amoroso, D. L., & Magnier-Watanabe, R. (2012). Building a research model for mobile wallet consumer adoption: The case of Mobile Suica in Japan. Journal of Theoretical and Applied Electronic Commerce Research, 7(1), 13–14. https://doi.org/10.4067/s0718-18762012000100008
- Amoroso, D. L., & Magnier-Watanabe, R. (2012). Building a research model for mobile wallet consumer adoption: The case of Mobile Suica in Japan. Journal of Theoretical and Applied Electronic Commerce Research, 7(1), 13–14. https://doi.org/10.4067/s0718-18762012000100008
- Aslam, W., Ham, M., & Arif, I. (2017, December 18). Consumer behavioral intentions towards Mobile Payment Services: An empirical analysis in Pakistan. Market-Tržište. https://hrcak.srce.hr/190850
- Aslam, W., Ham, M., & Arif, I. (2017, December 18). Consumer behavioral intentions towards Mobile Payment Services: An empirical analysis in Pakistan. Market-Tržište. https://hrcak.srce.hr/190850
- Bahadur, W., Ali, M., Khan, N. A., & KHAN, A. L. I. (2021). Mobile payment adoption: A multi-theory model, multi-method approach and multi-country study. International Journal of Mobile Communications, 19(1), https://doi.org/10.1504/ijmc.2021.10032082
- Bahadur, W., Ali, M., Khan, N. A., & KHAN, A. L. I. (2021). Mobile payment adoption: A multi-theory model, multi-method approach and multi-country study. International Journal of Mobile Communications, 19(1), https://doi.org/10.1504/ijmc.2021.10032082
- BrezavÅ¡Äek, A., Å parl, P., & ŽnidarÅ¡iÄ, A. (2016). Factors influencing the behavioral “intention to use†statistical software: The perspective of the Slovenian students of Social Sciences. EURASIA Journal of Mathematics, Science and Technology Education, 13(3). https://doi.org/10.12973/eurasia.2017.00652a
- BrezavÅ¡Äek, A., Å parl, P., & ŽnidarÅ¡iÄ, A. (2016). Factors influencing the behavioral “intention to use†statistical software: The perspective of the Slovenian students of Social Sciences. EURASIA Journal of Mathematics, Science and Technology Education, 13(3). https://doi.org/10.12973/eurasia.2017.00652a
- Chawla, D., & Joshi, H. (2019). Consumer attitude and intention to adopt Mobile Wallet in India – an empirical study. International Journal of Bank Marketing, 37(7), 1590–1618. https://doi.org/10.1108/ijbm-09-2018-0256
- Chin, W. W. (1998). The partial least squares approach for structural equation modeling. In G. A. Marcoulides (Ed.), Modern methods for business research. Lawrence Erlbaum Associates Publishers. 295–336.
- Cohen, J. (2013). Statistical Power Analysis for the behavioral sciences. https://doi.org/10.4324/9780203771587
- Dahlberg, T., Zmijewska, A., Ondrus, J., & Mallat, N. (2006). Mobile Payment Market and Research - Opus at UTS: Home. https://opus.lib.uts.edu.au/bitstream/10453/6904/1/2006004956.pdf
- Dijkstra, T. K., & Henseler, J. (2015). Consistent and asymptotically normal PLS estimators for linear structural equations. Computational Statistics & Data Analysis, 81, 10–23. https://doi.org/10.1016/j.csda.2014.07.008
- Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39. https://doi.org/10.2307/3151312
- Frost, J. (2022, July 22). How to interpret R- squared in regression analysis. Statistics by Jim. https://statisticsbyjim.com/regression/interpret-r-squared-regression/
- Davis, F. D. (1986). A “technology acceptance model†for empirically testing new end- user information systems: Theory and results. Doctoral dissertation, Cambridge, MA: Massachusetts Institute of Technology.
- George, A., & Sunny, P. (2020). Developing a research model for mobile wallet adoption and usage. IIM Kozhikode Society & Management Review, 10(1), 82–98. https://doi.org/10.1177/2277975220965354
- Global Payments. (n.d.). Top 5 2022 payment & commerce trends. https://www.globalpayments.com/en-ca/commerce-payment-trends
- Goparaju, H. (2017). Digital Payment Sector: The Sunrise Industry in India: A Review. The IUP Journal of Business Strategy, XIV(2), 7–19.
- Hair, J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (1995). Multivariate data analysis. Englewood Cliffs, NJ: Prentice- Hall.
- Hayashi, K., Bentler, P. M., & Yuan, K.-H. (2011). Structural equation modeling. Essential Statistical Methods for Medical Statistics, 202–234. https://doi.org/10.1016/b978-0-444-53737-9.50010-4
- Henseler, J., Dijkstra, T. K., Sarstedt, M., Ringle, C. M., Diamantopoulos, A., Straub, D. W., Ketchen, D. J., Hair, J. F., Hult, G. T., & Calantone, R. J. (2014). Common beliefs and reality about PLS. Organizational Research Methods, 17(2), 182–209. https://doi.org/10.1177/1094428114526928
- Henseler, J., Ringle, C. M., & Sarstedt, M. (2014). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
- Hong, S. J., Thong, J. Y. L., & Tam, K. Y. (2006). Understanding continued information technology usage behavior: A comparison of three models in the context of Mobile internet. DecisionSupport Systems, 42(3), 1819–1834. https://doi.org/10.1016/j.dss.2006.03.009
- Hu, L.-tze, & Bentler, P. M. (1998). Fit indices in covariance structure modeling: Sensitivity to under parameterized model misspecification. Psychological Methods, 3(4), 424–453. https://doi.org/10.1037/1082-989x.3.4.424
- Ibtasam, S., Mehmood, H., Razaq, L., Webster, J., Yu, S., & Anderson, R. (2017). An exploration of smartphone based mobile money applications in Pakistan. Proceedings of the Ninth International Conference on Information and Communication Technologies and Development. https://doi.org/10.1145/3136560.3136571
- Jou, Y.-J., Huang, C.-C. L., & Cho, H.-J. (2014). A VIF-based optimization model to alleviate collinearity problems in multiple linear regression. Computational Statistics, 29(6), 1515–1541. https://doi.org/10.1007/s00180-014-0504-3
- Klapper, L. (2017). How digital payments can benefit entrepreneurs. IZA World of Labor. https://doi.org/10.15185/izawol.396
- Lai, V. S., & Li, H. (2005). “Technology acceptance model†for internet banking: An invariance analysis. Information & Management, 42(2), 373–386. https://doi.org/10.1016/j.im.2004.01.007
- Liu, Y., Wang, M., Huang, D., Huang, Q., Yang, H., & Li, Z. (2019). The impact of mobility, risk, and cost on the users’ intention to adopt mobile payments. Information Systems and e-Business Management, 17(2-4), 319–342. https://doi.org/10.1007/s10257-019-00449-0
- Loewenstein, G. F., Weber, E. U., Hsee, C. K., & Welch, N. (2001). Risk as feelings. Psychological Bulletin, 127(2), 267–286. https://doi.org/10.1037/0033-2909.127.2.267
- Madan, K., & Yadav, R. (2016). Behavioural intention to adopt Mobile Wallet: A developing country perspective. Journal of Indian Business Research, 8(3), 227– 244. https://doi.org/10.1108/jibr-10-2015-0112
- Megadewandanu, S., Suyoto, & Pranowo. (2016). Exploring mobile wallet adoption in Indonesia using UTAUT2: An approach from consumer perspective. 2016 2nd International Conference on Science and Technology-Computer (ICST). https://doi.org/10.1109/icstc.2016.7877340
- Milly, N., Xun, S., Meena, M. E., & Cobbinah, B. B. (2021). Measuring Mobile Banking Adoption in Uganda using the “technology acceptance model†(TAM2) and perceived risk. Open Journal of Business and Management, 09(01), 397– 418. https://doi.org/10.4236/ojbm.2021.91021
- Neuburger, H. L. I. (1971). Perceived costs. Sage journals. https://doi.org/10.1068/a030369
- Oliveira, T., Thomas, M., Baptista, G., & Campos, F. (2016). Mobile payment: Understanding the determinants of customer adoption and intention to recommend the technology. Computers in Human Behavior, 61, 404–414. https://doi.org/10.1016/j.chb.2016.03.030
- Phuong, N. N., luan, l. T., Dong, V. V., & Khan, N. L. (2020). Examining customers’ continuance intentions towards E-wallet usage: The emergence of mobile. Journal of Asian Finance, Economics and Business, 7(9), 505–516. https://doi.org/10.13106/jafeb.2020.vol7.no9.505
- Pripp, A. H. (2015). Hvorfor p-Verdien Er Signifikant. Tidsskrift for Den Norske Legeforening, 135(16), 1462–1464. https://doi.org/10.4045/tidsskr.15.0493
- Rodrigues, C., Menon, A., Francis, J. G., & Haresh, R. (2021, October). Digital payments: India vs. China – an empirical study with the help of Tam. International Journal of Research in Engineering, Science and Management. https://www.journals.resaim.com/ijresm/article/view/1456
- Saeedi, T. A. (2019, October 7). World Bank sees Pakistan's digital finance potential at $36 Billion. The news. https://www.thenews.com.pk/print/537929-world-bank-sees-pakistan-s-digital-finance-potential-at-36-billion
- Sharma, G., & Kulshreshtha, K. (2019). Mobile Wallet Adoption in India: An Analysis. IUP Journal of Bank Management, 18(1),
- Sharma, S. K., Mangla, S. K., Luthra, S., & Al- Salti, Z. (2018, August 22). Mobile Wallet inhibitors: Developing a comprehensive theory using an integrated model. Journal of Retailing and Consumer Services. www.sciencedirect.com/science/article/pii/S0969698918305058?via%3Dihub
- Shin, D. H. (2009). Towards an understanding of the consumer acceptance of Mobile Wallet. Computers in Human Behavior, 25(6), 1343–1354. https://doi.org/10.1016/j.chb.2009.06.001
- Silva, P. (n.d.). Davis' “technology acceptance model†(TAM) (1989). IGI Global. https://doi.org/10.4018/978-1-4666-8156-9.ch013
- Surendran, P. (2012). “Technology acceptance modelâ€: A survey of literature. International Journal of Business and Social Research. https://ideas.repec.org/a/mir/mirbus/v2y2012i4p175-178.html
- Taggart, T. (2022, February 18). Why mobile payments are important: Advantages of mobile payments. Citcon. https://citcon.com/advantages-of-mobile-payments/
- The World Bank. (2017). The Global Findex Database. Home | Global Findex. https://globalfindex.worldbank.org/#GF-ReportChapters.
Cite this article
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APA : Mahboob, F., Talpur, A. B., & Khaskhely, M. K. (2022). Investigating Factors Towards Adoption of Mobile Wallet Payment Services. Global Economics Review, VII(IV), 1-7. https://doi.org/10.31703/ger.2022(VII-IV).01
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CHICAGO : Mahboob, Faraz, Arifa Bano Talpur, and Mahvish Kanwal Khaskhely. 2022. "Investigating Factors Towards Adoption of Mobile Wallet Payment Services." Global Economics Review, VII (IV): 1-7 doi: 10.31703/ger.2022(VII-IV).01
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HARVARD : MAHBOOB, F., TALPUR, A. B. & KHASKHELY, M. K. 2022. Investigating Factors Towards Adoption of Mobile Wallet Payment Services. Global Economics Review, VII, 1-7.
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MHRA : Mahboob, Faraz, Arifa Bano Talpur, and Mahvish Kanwal Khaskhely. 2022. "Investigating Factors Towards Adoption of Mobile Wallet Payment Services." Global Economics Review, VII: 1-7
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MLA : Mahboob, Faraz, Arifa Bano Talpur, and Mahvish Kanwal Khaskhely. "Investigating Factors Towards Adoption of Mobile Wallet Payment Services." Global Economics Review, VII.IV (2022): 1-7 Print.
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OXFORD : Mahboob, Faraz, Talpur, Arifa Bano, and Khaskhely, Mahvish Kanwal (2022), "Investigating Factors Towards Adoption of Mobile Wallet Payment Services", Global Economics Review, VII (IV), 1-7
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TURABIAN : Mahboob, Faraz, Arifa Bano Talpur, and Mahvish Kanwal Khaskhely. "Investigating Factors Towards Adoption of Mobile Wallet Payment Services." Global Economics Review VII, no. IV (2022): 1-7. https://doi.org/10.31703/ger.2022(VII-IV).01