Acknowledgement
The authors would like to thank Deanship of scientific research in King Saud University for funding and supporting this research through the initiative of DSR Graduate Students Research Support (GSR).
References
- F. Liebana-Cabanillas, V. Marinkovic, I. Ramos de Luna, and Z. Kalinic, "Predicting the determinants of mobile payment acceptance: A hybrid SEM-neural network approach," Technological Forecasting and Social Change, vol. 129, pp. 117-130, Apr. 2018. https://doi.org/10.1016/j.techfore.2017.12.015
- T. Dahlberg, J. Guo, and J. Ondrus, "A critical review of mobile payment research," Electronic Commerce Research and Applications, vol. 14, no. 5, pp. 265-284, Sep. 2015, doi: 10.1016/j.elerap.2015.07.006.
- PricewaterhouseCoopers, "Emerging Markets: Driving the payments transformation," PwC, 2016.
- D. Chawla and H. Joshi, "Consumer attitude and intention to adopt mobile wallet in India - An empirical study," IJBM, vol. 37, no. 7, pp. 1590-1618, Oct. 2019. https://doi.org/10.1108/IJBM-09-2018-0256
- N. Shaw, "The mediating influence of trust in the adoption of the mobile wallet," Journal of Retailing and Consumer Services, vol. 21, no. 4, pp. 449-459, Jul. 2014. https://doi.org/10.1016/j.jretconser.2014.03.008
- Capgemini, "World Payments Report 2019," Sep. 2019.
- McKinsey & Company, "McKinsey on Payments 31 | Financial Services | McKinsey & Company," 2021.
- E. Taylor, "Mobile payment technologies in retail: a review of potential benefits and risks," International Journal of Retail & Distribution Management, vol. 44, no. 2, pp. 159-177, Jan. 2016. https://doi.org/10.1108/IJRDM-05-2015-0065
- E. L. Slade, M. D. Williams, and Y. K. Dwivedi, "Mobile payment adoption: Classification and review of the extant literature," The Marketing Review, vol. 13, no. 2, pp. 167-190, Aug. 2013. https://doi.org/10.1362/146934713X13699019904687
- P. Su, L. Wang, and J. Yan, "How users' Internet experience affects the adoption of mobile payment: a mediation model," Technology Analysis & Strategic Management, vol. 30, no. 2, pp. 186-197, Feb. 2018. https://doi.org/10.1080/09537325.2017.1297788
- D.-H. Shin, "Towards an understanding of the consumer acceptance of mobile wallet," Computers in Human Behavior, vol. 25, no. 6, pp. 1343-1354, 2009. https://doi.org/10.1016/j.chb.2009.06.001
- F. Liebana-Cabanillas, I. Ramos de Luna, and F. Montoro-Rios, "Intention to use new mobile payment systems: a comparative analysis of SMS and NFC payments," Economic research-Ekonomska istrazivanja, vol. 30, no. 1, pp. 892-910, 2017. https://doi.org/10.1080/1331677X.2017.1305784
- F. Liebana-Cabanillas, S. Molinillo, and M. Ruiz-Montanez, "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, vol. 139, pp. 266-276, Feb. 2019. https://doi.org/10.1016/j.techfore.2018.11.012
- L.-Y. Yan, G. W.-H. Tan, X.-M. Loh, J.-J. Hew, and K.-B. Ooi, "QR code and mobile payment: The disruptive forces in retail," Journal of Retailing and Consumer Services, vol. 58, 2021.
- "SAUDI CENTRAL BANK," Feb. 24, 2019. https://www.sama.gov.sa/enus/news/pages/news24022019.aspx (accessed Nov. 27, 2020).
- "Financial Sector Development Program | Saudi Vision 2030." https://vision2030.gov.sa/en/programs/FSDP (accessed Nov. 27, 2020).
- E. Welch, "The Importance of Going Cashless for Saudi During a Pandemic," Apr. 2020.
- C. Kim, M. Mirusmonov, and I. Lee, "An empirical examination of factors influencing the intention to use mobile payment," Computers in Human Behavior, vol. 26, no. 3, pp. 310-322, May 2010. https://doi.org/10.1016/j.chb.2009.10.013
- T. Oliveira, M. Thomas, G. Baptista, and F. Campos, "Mobile payment: Understanding the determinants of customer adoption and intention to recommend the technology," Computers in Human Behavior, vol. 61, pp. 404-414, Aug. 2016. https://doi.org/10.1016/j.chb.2016.03.030
- P. G. Schierz, O. Schilke, and B. W. Wirtz, "Understanding consumer acceptance of mobile payment services: An empirical analysis," Electronic Commerce Research and Applications, vol. 9, no. 3, pp. 209-216, May 2010. https://doi.org/10.1016/j.elerap.2009.07.005
- N. Singh and N. Sinha, "How perceived trust mediates merchant's intention to use a mobile wallet technology," Journal of Retailing and Consumer Services, vol. 52, p. 101894, Jan. 2020. https://doi.org/10.1016/j.jretconser.2019.101894
- F. Hayashi and T. Bradford, "Mobile payments: Merchants' perspectives," Economic Review, vol. 99, pp. 5-30, 2014.
- M. G. Nejad, T. Apanasevic, J. Markendahl, and N. Arvidsson, "Stakeholders' expectations of mobile payment in retail: lessons from Sweden," International Journal of Bank Marketing, 2016.
- T. Mahakittikun, S. Suntrayuth, and V. Bhatiasevi, "The impact of technological-organizational-environmental (TOE) factors on firm performance: merchant's perspective of mobile payment from Thailand's retail and service firms," Journal of Asia Business Studies, vol. ahead-of-print, no. ahead-of-print, Jan. 2020.
- V. L. Johnson, A. Kiser, R. Washington, and R. Torres, "Limitations to the rapid adoption of M-payment services: Understanding the impact of privacy risk on M-Payment services," Computers in Human Behavior, vol. 79, pp. 111-122, Feb. 2018. https://doi.org/10.1016/j.chb.2017.10.035
- S. F. Verkijika, "An affective response model for understanding the acceptance of mobile payment systems," Electronic Commerce Research and Applications, vol. 39, p. 100905, Jan. 2020. https://doi.org/10.1016/j.elerap.2019.100905
- N. Marangunic and A. Granic, "Technology acceptance model: a literature review from 1986 to 2013," Univ Access Inf Soc, vol. 14, no. 1, pp. 81-95, Mar. 2015. https://doi.org/10.1007/s10209-014-0348-1
- L. G. Wallace and S. D. Sheetz, "The adoption of software measures: A technology acceptance model (TAM) perspective," Information & Management, vol. 51, no. 2, pp. 249-259, 2014. https://doi.org/10.1016/j.im.2013.12.003
- R. De Best, "Mobile payments worldwide - Statistics & Facts," Statista, Nov. 10, 2020.
- A. M. Baabdullah, A. A. Alalwan, N. P. Rana, H. Kizgin, and P. Patil, "Consumer use of mobile banking (M-Banking) in Saudi Arabia: Towards an integrated model," International Journal of Information Management, vol. 44, pp. 38-52, Feb. 2019. https://doi.org/10.1016/j.ijinfomgt.2018.09.002
- M. A. Alqahtani, A. H. Al-Badi, and P. J. Mayhew, "Exploratory Study of M-Transaction: User's Perspectives," The Electronic Journal of Information Systems in Developing Countries, vol. 60, no. 1, pp. 1-22, 2014.
- C. Hampshire, "A mixed methods empirical exploration of UK consumer perceptions of trust, risk and usefulness of mobile payments," International Journal of Bank Marketing, vol. 35, no. 3, pp. 354-369, Jan. 2017. https://doi.org/10.1108/IJBM-08-2016-0105
- J. Li, J. Wang, S. Wangh, and Y. Zhou, "Mobile payment with alipay: An application of extended technology acceptance model," IEEE Access, vol. 7, pp. 50380-50387, 2019. https://doi.org/10.1109/ACCESS.2019.2902905
- S. Chandra, S. C. Srivastava, and Yin-Leng Theng, "Evaluating the Role of Trust in Consumer Adoption of Mobile Payment Systems: An Empirical Analysis," Communications of the Association for Information Systems, vol. 27, pp. 561-588, Jul. 2010.
- C. Phonthanukitithaworn, C. Sellitto, and M. W. L. Fong, "An investigation of mobile payment (m-payment) services in Thailand," Asia-Pacific Journal of Business Administration, vol. 8, no. 1, pp. 37-54, Jan. 2016. https://doi.org/10.1108/APJBA-10-2014-0119
- M. Halaweh and H. Al Qaisi, "Adoption of Near Field Communication (NFC) for Mobile Payments in the UAE: A Merchants' Perspective," International Journal of E-Business Research, vol. 12, no. 4, pp. 38-56, Oct. 2016. https://doi.org/10.4018/ijebr.2016100103
- K. Al-Saedi, M. Al-Emran, T. Ramayah, and E. Abusham, "Developing a general extended UTAUT model for M-payment adoption," Technology in Society, vol. 62, p. 101293, Aug. 2020. https://doi.org/10.1016/j.techsoc.2020.101293
- R. Altounjy, O. Alaeddin, H. I. Hussain, and S. Kot, "Moving from bricks to clicks: Merchants' acceptance of the mobile payment in Malaysia," International Journal of eBusiness and eGovernment Studies, vol. 12, no. 2, pp. 126-142, 2020.
- O. Tounekti, A. Ruiz-Martinez, and A. F. S. Gomez, "Users Supporting Multiple (Mobile) Electronic Payment Systems in Online Purchases: An Empirical Study of Their Payment Transaction Preferences," IEEE Access, vol. 8, pp. 735-766, 2020. https://doi.org/10.1109/ACCESS.2019.2961785
- P. Kaur, A. Dhir, R. Bodhi, T. Singh, and M. Almotairi, "Why do people use and recommend m-wallets?," Journal of Retailing and Consumer Services, vol. 56, p. 102091, Sep. 2020. https://doi.org/10.1016/j.jretconser.2020.102091
- S. Moghavvemi, T. X. Mei, S. W. Phoong, and S. Y. Phoong, "Drivers and barriers of mobile payment adoption: Malaysian merchants' perspective," Journal of Retailing and Consumer Services, p. 102364, 2020. https://doi.org/10.1016/j.jretconser.2020.102364
- A. N. Khan and A. Ali, "Factors Affecting Retailer's Adoption of Mobile Payment Systems: A SEM-Neural Network Modeling Approach," Wireless Pers Commun, vol. 103, no. 3, pp. 2529-2551, Dec. 2018. https://doi.org/10.1007/s11277-018-5945-5
- Y. Dwivedi, "Time for a Different Perspective: A Preliminary Investigation of Barriers of Merchants' Adoption of Mobile Payments," 2016, Accessed: Jan. 25, 2021. [Online]. Available: https://core.ac.uk/reader/301368720
- A. Vashistha, R. Anderson, and S. Mare, "Examining the use and non-use of mobile payment systems for merchant payments in India," in Proceedings of the 2nd ACM SIGCAS Conference on Computing and Sustainable Societies, 2019, pp. 1-12.
- A. Almuhammadi, "An Overview of Mobile Payments, Fintech, and Digital Wallet in Saudi Arabia," in 2020 7th International Conference on Computing for Sustainable Global Development (INDIACom), Mar. 2020, pp. 271-278.
- W. A. Alkhowaiter, "Digital payment and banking adoption research in Gulf countries: A systematic literature review," International Journal of Information Management, vol. 53, p. 102102, Aug. 2020. https://doi.org/10.1016/j.ijinfomgt.2020.102102
- P. Y. K. Chau and P. J.-H. Hu, "Information Technology Acceptance by Individual Professionals: A Model Comparison Approach," Decision Sciences, vol. 32, no. 4, pp. 699-719, Dec. 2001. https://doi.org/10.1111/j.1540-5915.2001.tb00978.x
- F. D. Davis, "Perceived usefulness, perceived ease of use, and user acceptance of information technology," MIS quarterly, p. 320, 1989.
- K. Rouibah, P. B. Lowry, and Y. Hwang, "The effects of perceived enjoyment and perceived risks on trust formation and intentions to use online payment systems: New perspectives from an Arab country," Electronic Commerce Research and Applications, vol. 19, pp. 33-43, Sep. 2016. https://doi.org/10.1016/j.elerap.2016.07.001