consumer behavior; consumption; mobile banking; developing economy; technology

Abdinoor, A., & Mbamba, U. O. L. (2017). Factors influencing consumers’ adoption of mobile financial services in Tanzania. Cogent Business & Management, 4(1), 1392273. https://doi.org/10.1080/23311975.2017.1392273 Abuga, I. M., & Manyange, M. N. (2015). Effectiveness of mobile banking services in selected commercial banks in Rwanda. Journal of Applied Economics and Business, 3(2), 49-60. Achieng, B. M., & Ingari, B. K. (2015). Factors influencing the adoption of mobile banking in Kenya’s commercial banks: A case of Kenya Commercial Bank (KCB) Kilindini branch. International Journal of Scientific and Research Publications, 5(10), 1-14. Afshan, S., & Sharif, A. (2016). Acceptance of mobile banking framework in Pakistan. Telematics and Informatics, 33(2), 370–387. https://doi.org/10.1016/j.tele.2015.09.005 Abdullah, S. I. N. W., Teng, P. K., & Heng, B. L. J. (2023). Public Awareness and Intention in Organ Donation Through Mobile Applications. Integrating Digital Health Strategies for Effective Administration, 151–171. https://doi.org/10.4018/978-1-6684-8337-4.ch009 Agarwal, R., & Prasad, J. (1999). Are Individual Differences Germane to the Acceptance of New Information Technologies? Decision Sciences, 30(2), 361–391. https://doi.org/10.1111/j.1540-5915.1999.tb01614.x Agarwal, R., & Prasad, J. (1998). A Conceptual and Operational Definition of Personal Innovativeness in the Domain of Information Technology. Information Systems Research, 9(2), 204–215. https://doi.org/10.1287/isre.9.2.204 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. Al Amin, M., Sultana, N., Saha, T., et al. (2021). Customer’s Attitude toward Mobile Banking Usage: A Case Study in Bangladesh. The Journal of Asian Finance, Economics, and Business, 8(2), 419-426. Al Khasawneh, M. H. (2015). An Empirical Examination of Consumer Adoption of Mobile Banking (M-Banking) in Jordan. Journal of Internet Commerce, 14(3), 341–362. https://doi.org/10.1080/15332861.2015.1045288 Al Masud, A., Alamgir Hossain, M., Kumer Roy, D., et al. (2021). Global Pandemic Situation, Responses and Measures in Bangladesh: New Normal and Sustainability Perspective. International Journal of Asian Social Science, 11(7), 314–332. https://doi.org/10.18488/journal.1.2021.117.314.332 Alalwan, A. A., Rana, N. P., Dwivedi, Y. K., et al. (2015). Adoption of Mobile Banking in Jordan: Exploring Demographic Differences on Customers’ Perceptions. Lecture Notes in Computer Science, 13–23. https://doi.org/10.1007/978-3-319-25013-7_2 Al-Ghaith, W. (2015). Applying the Technology Acceptance Model to Understand Social Networking Sites (SNS) Usage: Impact of Perceived Social Capital. International Journal of Computer Science and Information Technology, 7(4), 105–117. https://doi.org/10.5121/ijcsit.2015.7409 AlSoufi, A. (2014). Customer’s perception of m-banking adoption in the Kingdom of Bahrain: an empirical assessment of an extended TAM model. International Journal of Managing Information Technology (IJMIT), 6. Al Khasawneh, M. H., Abdrabbo, T., & Hujran, O. (2018). A quantitative examination of the factors that influence users’ perceptions of trust towards using mobile banking services. International Journal of Internet Marketing and Advertising, 12(2), 181. https://doi.org/10.1504/ijima.2018.10011684 Arahita, C. L., & Hatammimi, J. (2015). Factors Affecting the Intention to Reuse Mobile Banking Service. International Journal of Research in Business and Social Science (2147- 4478), 4(4), 15–23. https://doi.org/10.20525/ijrbs.v4i4.15 Baptista, G., & Oliveira, T. (2016). A weight and a meta-analysis on mobile banking acceptance research. Computers in Human Behavior, 63, 480-489. Bhatt, A., & Bhatt, S. (2016). Factors affecting customer’s adoption of mobile banking services. The Journal of Internet Banking and Commerce, 21(1). Boateng, H., Adam, D. R., Okoe, A. F., & Anning-Dorson, T. (2016). Assessing the determinants of internet banking adoption intentions: A social cognitive theory perspective. Computers in Human Behavior, 65, 468–478. https://doi.org/10.1016/j.chb.2016.09.017 Changchit, C., Lonkani, R., & Sampet, J. (2017). Mobile banking: Exploring determinants of its adoption. Journal of Organizational Computing and Electronic Commerce, 27(3), 239–261. https://doi.org/10.1080/10919392.2017.1332145 Chau, P. Y. K., & Lai, V. S. K. (2003). An empirical investigation of the determinants of user acceptance of Internet banking. Journal of Organizational Computing and Electronic Commerce, 13(2), 123-146. Cheah, C. M., Teo, A. C., Sim, J. J., et al. (2011). Factors affecting Malaysian mobile banking adoption: An empirical analysis. International Journal of Network and Mobile Technologies, 2(3), 149-160. Chin, W. W. (1998). The partial least squares approach to structural equation modeling. Modern Methods for Business Research, 295(2), 295-336. Chiu, C. L., Chiu, J. L., & Mansumitrchai, S. (2016). Privacy, security, infrastructure and cost issues in internet banking in the Philippines: initial trust formation. International Journal of Financial Services Management, 8(3), 240. https://doi.org/10.1504/ijfsm.2016.080119 Davis, F. D. (1989). Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. MIS Quarterly, 13(3), 319. https://doi.org/10.2307/249008 Farah, M. F., Hasni, M. J. S., & Abbas, A. K. (2018). Mobile-banking adoption: empirical evidence from the banking sector in Pakistan. International Journal of Bank Marketing, 36(7), 1386–1413. https://doi.org/10.1108/ijbm-10-2017-0215 Fornell, C., & Larcker, D. F. (1981). Structural equation models with unobservable variables and measurement error: Algebra and Statistics. Gazi, M. A. I., Masud, A. A., Shuvro, R. A., et al. (2022). Bangladesh and SAARC Countries; Bilateral Trade and Flaring of Economic Cooperation. Etikonomi, 21(2), 251–268. https://doi.org/10.15408/etk. v2i2.24353. Gefen, D., Karahanna, E., & Straub, D. W. (2003). Trust and TAM in online shopping: An integrated model. MIS quarterly, 51-90. Gazi, M. (2020). Supply Chain Management for Agro Products in Bangladesh; Logistics Support for Capturing Market by Ensuring Balanced Distribution. International Journal of Management, Accounting and Economics, 7(6), 342-362. Gefen, D., Straub, D., & Boudreau, M. C. (2000). Structural Equation Modeling and Regression: Guidelines for Research Practice. Communications of the Association for Information Systems, 4. https://doi.org/10.17705/1cais.00407 Ghosh, A. K., & Swaminatha, T. M. (2001). Software security and privacy risks in mobile e-commerce. Communications of the ACM, 44(2), 51-57. Gazi, M.A.I., Masud, A.A., Sobhani, F.A., et al. (2023). An Empirical Study on Emergency of Distant Tertiary Education in the Southern Region of Bangladesh during COVID-19: Policy Implication. Int. J. Environ. Res. Public Health, 20, 4372. https://doi.org/10.3390/ijerph20054372 Ha, J. H., Kim, S. Y., Bae, S. C., et al. (2007). Depression and Internet Addiction in Adolescents. Psychopathology, 40(6), 424–430. Portico. https://doi.org/10.1159/000107426 Ha, I., Yoon, Y., & Choi, M. (2007). Determinants of adoption of mobile games under mobile broadband wireless access environment. Information & Management, 44(3), 276–286. https://doi.org/10.1016/j.im.2007.01.001 Harris, S. C. (2004). U.S. Patent No. 6,700,534. Washington, DC: U.S. Patent and Trademark Office. Henseler, J., Ringle, C. M., & Sinkovics, R. R. (2009). The use of partial least squares path modeling in international marketing. In New Challenges to International Marketing. Emerald Group Publishing Limited. Hernandez, J. M. C., & Mazzon, J. A. (2007). Adoption of internet banking: proposition and implementation of an integrated methodology approach. International Journal of Bank Marketing. Hossain, M.M., Islam, K.Z., Al Masud, A., et al. (2021). Behavioral intention and continued adoption of Facebook: An exploratory study of graduate students in Bangladesh during the Covid-19 pandemic. Management, 25(2), pp.153-186. Hsu, C. L., & Lu, H. P. (2007). Consumer behavior in online game communities: A motivational factor perspective. Computers in Human Behavior, 23(3), 1642-1659. Jeong, B. K., & Yoon, T. E. (2013). An empirical investigation on consumer acceptance of mobile banking services. Business and Management Research, 2(1), 31-40. JosephNg, P. S. (2023). Innovative Usage of Grid Solutions with a Technology Behavior Model in a Medium-Size Enterprise. Appl. Syst. Innov., 6, 11. https://doi.org/10.3390/asi6010011 Kalakota, R., & Whinston, A. B. (1997). Electronic commerce: a manager’s guide. Addison-Wesley Professional. Khatun, M. N., Mitra, S., & Sarker, M. N. I. (2021). Mobile banking during COVID-19 pandemic in Bangladesh: A novel mechanism to change and accelerate people’s financial access. Green Finance, 3(3), 253–267. https://doi.org/10.3934/gf.2021013 Kim, D. J., Ferrin, D. L., & Rao, H. R. (2008). A trust-based consumer decision-making model in electronic commerce: The role of trust, perceived risk, and their antecedents. Decision Support Systems, 44(2), 544–564. https://doi.org/10.1016/j.dss.2007.07.001 Koksal, M. H. (2016). The intentions of Lebanese consumers to adopt mobile banking. International Journal of Bank Marketing, 34(3), 327–346. https://doi.org/10.1108/ijbm-03-2015-0025 Koksal, Y., & Penez, S. (2015). An investigation of the important factors influence web trust in online shopping. Journal of Marketing and Management, 6(1), 28. Krishanan, D., Khin, A., & Teng, K. (2015). Attitude towards Using Mobile Banking in Malaysia: A Conceptual Framework. British Journal of Economics, Management & Trade, 7(4), 306–315. https://doi.org/10.9734/bjemt/2015/17660 Laukkanen, T. (2016). Consumer adoption versus rejection decisions in seemingly similar service innovations: The case of the Internet and mobile banking. Journal of Business Research, 69(7), 2432–2439. https://doi.org/10.1016/j.jbusres.2016.01.013 Laukkanen, T., & Lauronen, J. (2005). Consumer value creation in mobile banking services. International Journal of Mobile Communications, 3(4), 325. https://doi.org/10.1504/ijmc.2005.007021 Li, H., Liu, Y., & Heikkilä, J. (2014). Understanding the factors driving NFC-enabled mobile payment adoption: An empirical investigation. Lonkani, R., Changchit, C., Klaus, T., & Sampet, J. (2020). A comparative study of trust in mobile banking: An analysis of US and thai Clients. Journal of Global Information Management (JGIM), 28(4), 95-119. 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. https://doi.org/10.1016/j.techsoc.2019.101151 Mujahed, H. M., Ahmed, E. M., & Samikon, S. A. (2020). Mobile banking adoption in organization: review of empirical literature. International Journal of Innovative Science and Research Technology, 5(9), 405-410. Munoz, L. A., Aguilera, J. M., Rodriguez-Turienzo, L., et al. (2012). Characterization and microstructure of films made from mucilage of Salvia hispanica and whey protein concentrate. Journal of Food Engineering, 111(3), 511-518. https://doi.org/10.1016/j.jfoodeng.2012.02.031 Namahoot, K. S., & Laohavichien, T. (2018). Assessing the intentions to use internet banking: The role of perceived risk and trust as mediating factors. International Journal of Bank Marketing. Nasri, W., & Charfeddine, L. (2012). Factors affecting the adoption of Internet banking in Tunisia: An integration theory of acceptance model and theory of planned behavior. The Journal of High Technology Management Research, 23(1), 1–14. https://doi.org/10.1016/j.hitech.2012.03.001 Nayak, N., Nath, V., & Goel, N. (2014). A study of adoption behaviour of mobile banking services by Indian consumers. International Journal of Research in Engineering & Technology, 2(3), 2347-4599. Nemati, H. (2010). Pervasive Information Security and Privacy Developments: Trends and Advancements: Trends and Advancements. IGI Global. Palani, A., & Yasodha, P. (2012). A study on customer perception towards mobile banking in Indian Overseas Bank Chennai. International Journal of Marketing and Technology, 2(4), 262. Park, E., Baek, S., Ohm, J., & Chang, H. J. (2014). Determinants of player acceptance of mobile social network games: An application of extended technology acceptance model. Telematics and Informatics, 31(1), 3-15. https://doi.org/10.1016/j.tele.2013.07.001 Park, J. H., Baek, Y. M., Ohm, J. Y., & Chang, H. (2014). The effects of perceived enjoyment and perceived credibility on user attitudes toward mobile social network games. Journal of Convergence Information Technology, 9(11), 55-63. Pham, T. T. T., & Ho, J. C. (2015). The effects of product-related, personal-related factors and attractiveness of alternatives on consumer adoption of NFC-based mobile payments. Technology in Society, 43, 159-172. https://doi.org/10.1016/j.techsoc.2015.05.004 Raza, S. A., Umer, A., & Shah, N. (2017). New determinants of ease of use and perceived usefulness for mobile banking adoption. International Journal of Electronic Customer Relationship Management, 11(1), 44-65. https://doi.org/10.1504/ijecrm.2017.086751 Riza, A. F., & Hafizi, M. R. (2020). Customer’s attitude toward Islamic mobile banking in Indonesia: Implementation of TAM. Asian Journal of Islamic Management, 1(2), 75-84. https://doi.org/10.20885/ajim.vol1.iss2.art1 Rogers, E. M., & Singhal, A. (2003). Empowerment and communication: Lessons learned from organizing for social change. Annals of the International Communication Association, 27(1), 67-85. https://doi.org/10.1080/23808985.2003.11679022 Sahoo, D., & Pillai, S. S. (2017). Role of mobile banking servicescape on customer attitude and engagement: An empirical investigation in India. International Journal of Bank Marketing. https://doi.org/10.1108/ijbm-09-2015-0144 Salisbury, W. D., Pearson, R. A., Pearson, A. W., & Miller, D. W. (2001). Perceived security and World Wide Web purchase intention. Industrial Management & Data Systems, 101(4), 165-177. https://doi.org/10.1108/02635570110390071 Schierz, P. G., Schilke, O., & Wirtz, B. W. (2010). Understanding consumer acceptance of mobile payment services: An empirical analysis. Electronic Commerce Research and Applications, 9(3), 209-216. https://doi.org/10.1016/j.elerap.2009.07.005 Shankar, A., & Datta, B. (2018). Factors affecting mobile payment adoption intention: An Indian perspective. Global Business Review, 19(3_suppl), S72-S89. https://doi.org/10.1177/0972150918757870 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. https://doi.org/10.1016/j.ijinfomgt.2018.09.013 Sreejesh, S., Anusree, M. R., & Mitra, A. (2016). Effect of information content and form on Clients’ attitude and transaction intention in mobile banking: Moderating role of perceived privacy concern. International Journal of Bank Marketing. Sulaiman, A., Jaafar, N. I., & Mohezar, S. (2007). An overview of mobile banking adoption among the urban community. International Journal of Mobile Communications, 5(2), 157-168. Sun, B., Sun, C., Liu, C., & Gui, C. (2017). Research on initial trust model of mobile banking users. Journal of Risk Analysis and Crisis Response, 7(1). https://doi.org/10.2991/jrarc.2017.7.1.2 Susanto, A., Lee, H., Zo, H., & Ciganek, A. P. (2013). User acceptance of Internet banking in Indonesia: initial trust formation. Information Development, 29(4), 309-322. Tarhini, A., El-Masri, M., Ali, M., & Serrano, A. (2016). Extending the UTAUT model to understand the customers’ acceptance and use of internet banking in Lebanon: A structural equation modeling approach. Information Technology & People. https://doi.org/10.1108/itp-02-2014-0034 Tippins, M. J., & Sohi, R. S. (2003). IT competency and firm performance: is organizational learning a missing link? Strategic Management Journal, 24(8), 745-761. https://doi.org/10.1002/smj.337 Venkatesh, V., & Bala, H. (2008). Technology acceptance model 3 and a research agenda on interventions. Decision Sciences, 39(2), 273-315. https://doi.org/10.1111/j.1540-5915.2008.00192.x Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management Science, 46(2), 186-204. Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 425-478. https://doi.org/10.2307/30036540 Westin, A. F. (1967). Privacy and freedom Atheneum. New York, 7(1967), 431-453. Yang, K. (2010). The effects of technology self-efficacy and innovativeness on consumer mobile data service adoption between American and Korean consumers. Journal of International Consumer Marketing, 22(2), 117-127. https://doi.org/10.1080/08961530903476147 Yenisey, M., Salvendy, G., & Ozok, A. (2005). Perceived security determinants ecommerce among Turkish university students. Behaviour and Information Technology, 259-274. https://doi.org/10.1080/0144929042000320992 Yoo, S. J., Park, J. B., & Choi, Y. H. (2007). Adaptive dynamic surface control for stabilization of parametric strict-feedback nonlinear systems with unknown time delays. IEEE Transactions on Automatic Control, 52(12), 2360-2365. https://doi.org/10.1109/tac.2007.910715 Yousafzai, S. Y., Pallister, J. G., & Foxall, G. R. (2005). Technology acceptance: A meta-analysis of the TAM: Part 2. Journal of Modelling in Management, 1(3), 281-304. https://doi.org/10.1108/17465660710834462 Yunus, M. (2014). Diffusion of innovation, consumer attitudes and intentions to use mobile banking. In Information and Knowledge Management, 4(10): 12-18. Zhou, T., Lu, Y., & Wang, B. (2010). Integrating TTF and UTAUT to explain mobile banking user adoption. Computers in Human Behavior, 26(4), 760-767. https://doi.org/10.1016/j.chb.2010.01.013 Zorotheos, A., & Kafeza, E. (2009). Users’ perceptions on privacy and their intention to transact online: a study on Greek internet users. Direct Marketing: An International Journal, 3(2), 139–153. https://doi.org/10.1108/17505930910964795