How to cite this paper
Yaakop, A., Shi, Y., Foster, B & Saputr, J. (2021). Investigating e-wallet adoption of COVID19 intra-period among Malaysian youths': Integrated task-technology fit and technology acceptance model framework.International Journal of Data and Network Science, 5(3), 295-302.
Refrences
Baabdullah, A. M., Alalwan, A. A., Rana, N. P., Patil, P., & Dwivedi, Y. K. (2019). An integrated model for m-banking adoption in Saudi Arabia. International Journal of Bank Marketing, 37(2), 452-478.
Bank Negara Malaysia. (2019). List of Non-bank E-money issuers. Retrieved from Bank Negara Malaysia:
http://www.bnm.gov.my/index.php?ch=ps&pg=ps_nonbank_emoney
Bank Negara Malaysia. (2019). List of Regulatees. Retrieved from Bank Negara Malaysia: http://www.bnm.gov.my/index.php?ch=ps&pg=ps_regulatees
Bank Negara Malaysia. (2019, October 11). The 2020 Budget Speech. Retrieved from Bank Negara Malaysia:
http://www.bnm.gov.my/index.php?ch=en_announcement&pg=en_announcement&ac=742
Burns, A. C., & Bush, R. F. (2014). Marketing Research (7th ed.). Pearson Education.
Burns, N., & Groves, K. (1997). Practice of nursing research. Philadelphia, PA: WB Saunders company.
Business Dictionary. (2019). Definition of Data Analysis. Retrieved from Business Dictionary: http://www.businessdictionary.com/definition/data-analysis.html
Davis, F. D. (1986). Technology acceptance model for empirically testing new end-user information systems: Theory and results. Doctoral Dissertation, Massachusetts Institute of Technology: Cambridge, MA.
Davis, F. D. (1989). Perceived usefulness, perceived ease of use and user acceptance of information technology. MIS Quarterly, 13(3), 319-340.
Davis, F. D. (1993). User acceptance of information technology: System characteristics, user perceptions and behavioral impacts. International Journal of Man Machine Studies, 38(3), 475-487.
Davis, F. D., Bagozzi, R., & Warshaw, P. (1989). User acceptance of computer technology: A comparison of two theoreti-cal models. Management Science, 35(8).
Doan, N. (2014). Consumer adoption in mobile wallet: a study of consumers in Finland.
Fang, Y., Qureshi, I., Sun, H., McCole, P., Ramsey, E., & Lim, K. H. (2014). Trust, satisfaction, and online repurchase in-tention: The moderating role of perceived effectiveness of e-commerce institutional mechanisms. Mis Quarterly, 38(2).
Goodhue, D. L., Klein, B. D., & March, S. T. (2000). User evaluations of IS as surrogates for objective performance. In-formation & Management, 38(2), 87-101.
Hair, J. F., Anderson, R. E., Tatham, R. L., & Grablowsky, B. J. (1979). Multivariate data analysis. Tulsa, OK: Pipe Books.
Hair, J.F. Jr., Black, W.C., Babin, B.J., Anderson, R.E., & Tatham, R.L. (1998). Multvariate data analysis (Vol. 5, No. 3, pp. 207-219). Upper Saddle River, NJ: Prentice hall.
Hair, J. F. Jr., Babin, B.J., Money, A. H., & Samouel, P. (2003). Essential of business research methods. John Wiley & Sons: United States of America.
Hair, J.F. Jr., Black, W.C., Babin, B.J., Anderson, R.E. (2010). Multvariate data analysis: A Global Perspective. 7th Edi-tion. Pearson.
Hamid, N. R., & Cheng, A. Y. (2013). A risk perception analysis on the use of electronic payment systems by young adult. Order, 6(8.4), 6-7.
Junadi, S. (2015). A model of factors influencing consumer's intention to use e-payment system in Indonesia. Procedia Computer Science, 59, 214-220.
Kim, T., Suh, Y. K., Lee, G., & Choi, B. G. (2010). Modelling roles of task‐technology fit and self‐efficacy in hotel em-ployees' usage behaviours of hotel information systems. International Journal of Tourism Research, 12(6), 709-725.
Kiraz, E. & Ozdemir, D. (2006). The relationship between educational ideologies and technology acceptance in pre-service teachers. Educational Technology and Society, 9(2), 152-165. http://www.ifets.info/journals/9_2/13.pdf
Klopping, I.M. & McKinney, E. (2004). Extending the technology acceptance model and the task technology fit model to consumer e-commerce. Information Technology, Learning, and Performance Journal, 22(1), 35-47.
Kucukusta, D., Law, R., Besbes, A., & Legohérel, P. (2015). Re-examining perceived usefulness and ease of use in online booking: the case of Hong Kong online users. International Journal of Contemporary Hospitality Management, 27(2).
Lee, C.C., Cheng, H.K., & Cheng, H.H. (2007). An empirical study of mobile commerce in insurance industry: task–technology fit and individual differences. Decision Support Systems, 43(1), 95-110.
Lin, H. H., & Wang, Y. S. (2005, July). Predicting consumer intention to use mobile commerce in Taiwan. In International Conference on Mobile Business (ICMB'05) (pp. 406-412).
Luarn, P., & Lin, H. H. (2005). Toward an understanding of the behavioral intention to use mobile banking. Computers in Human Behavior, 21(6), 873-891.
Marshall, E. & Samuels, P. (2017). Statstutor community project. Checking normality for parametric tests in SPSS. Re-trieved from Statstutor website: www.statstutor.ac.uk.
Ministry of Finance Malaysia. (2017). Monetary and Financial Developments. Retrieved from Ministry of Finance Malay-sia:
https://www.treasury.gov.my/pdf/economy/er/1718/chapter5.pdf
Mun, Y. P., Khalid, H., & Nadarajah, D. (2017). Millennials' perception on mobile payment services in Malaysia. Proce-dia Computer Science, 124, 397-404.
New Straits Times. (2017, November 15). UTM to turn into a cashless campus. Retrieved from New Straits Times:
https://www.nst.com.my/education/2017/11/303402/utm-turn-cashless-campus
News Straits Times. (2019, March 26). LGE: Malaysia well on its way to become a cashless society. Retrieved from News Straits Times:
https://www.nst.com.my/business/2019/03/473117/lge-malaysia-well-its-way-become-cashless-society
New Straits Times. (2019, May 15). Cashless in UUM with kiplePay. Retrieved from New Straits Times:
https://www.nst.com.my/education/2019/05/488606/cashless-uum-kiplepay
New Straits Times. (2019, July 5). E-Wallet providers need to work together to educate consumers. Retrieved from New Straits Times:
https://www.nst.com.my/news/nation/2019/07/501764/e-wallet-providers-need-work-together-educate-consumers
New Straits Times. (2020, June 5). RM50 e-wallet credit to encourage contactless payment. Retrieved from New Straits Times:
https://www.nst.com.my/news/nation/2020/06/598242/rm50-e-wallet-credit-encourage-contactless-payment
Nielsen Malaysia. (2019, January 3). Cash or cashless? Malaysia's shifting payment landscape. Retrieved from Nielsen Malaysia:
https://www.nielsen.com/my/en/insights/article/2019/cash-or-cashless-malaysias-shifting-payment-landscape/
Ozturk, A. B. (2016). Customer acceptance of cashless payment systems in the hospitality industry. International Journal of Contemporary Hospitality Management, 28(4), 801-817.
Pallant, J. (2013). SPSS survival manual. 3rd ed. McGraw-Hill Education (UK).
RAM Rating Services Berhad. (2019, May 21). Rise of mobile payment not a threat to Malaysian banks. Retrieved from RAM Rating Services Berhad: https://www.ram.com.my/pressrelease/?prviewid=4970
Shin, D. H. (2009). Towards an understanding of the consumer acceptance of mobile wallet. Computers in Human Behav-ior, 25(6), 1343-1354.
Smart, K. L., & Cappel, J. J. (2006). Students' perceptions of online learning: A comparative study. Journal of Information Technology Education: Research, 5(1), 201-219.
Statista Research (2020, April 20). Malaysia: E-commerce payment methods 2019. Retrieved from statista website:
https://www.statista.com/statistics/895540/e-commerce-payment-methods-malaysia/
Taheri, B., Porter, C., Valantasis-Kanellos, N., & König, C. (2015). Quantitative data gathering techniques. O'Gorman, K. & MacIntosh, R.(eds.), Research Methods for Business and Management.
Teo, T. (2009). Modelling technology acceptance in education: A study of pre-service teachers. Computers & Education, 52(2), 302-312.
http://dx.doi.org/10.1016/j.compedu.2008.08.006
The Malaysian Reserve. (2018, December 21). E-wallet users see rapid growth in M'sia. Retrieved from The Malaysian Reserve:
https://themalaysianreserve.com/2018/12/21/e-wallet-users-see-rapid-growth-in-msia/
The Star Online. (2018, January 23). UiTM to go cashless and cardless. Retrieved from The Star Online:
https://www.thestar.com.my/news/nation/2018/01/23/uitm-to-go-cashless-and-cardless-boost-mobile-payment-app-to-be-used-for-all-oncampus-transactions/
The Star Online. (2019, March 27). No cash no problem. Retrieved from The Star Online: https://www.thestar.com.my/business/business-news/2019/03/27/no-cash-no-problem
The Star Online. (2019, June 19). CEO: Time for e-wallet environment to consolidate. Retrieved from The Star Online:
https://www.thestar.com.my/business/business-news/2019/06/19/ceo-time-for-ewallet-environment-to-consolidate#s5tvQvQYH2qKZMvv.99
The Star Online. (2020, January 15). E-wallets offer freebies on top of RM30 e-Tunai initiative. Retrieved from The Star Online:
https://www.thestar.com.my/tech/tech-news/2020/01/15/e-wallets-offer-freebies-on-top-of-e-tunai-rm30-handout
The Star Online. (2020, January 15). Towards a cashless society with e-Tunai Rakyat. Retrieved from The Star Online:
https://www.thestar.com.my/business/business-news/2020/01/15/towards-a-cashless-society-with-e-tunai-rakyat
The Star Online. (2020, January 21). Lim: Three million people signed up for e-Tunai Rakyat. Retrieved from The Star Online:
https://www.thestar.com.my/news/nation/2020/01/21/lim-three-million-people-signed-up-for--e-tunai-rakyat
The Star Online. (2020, June 9). MySejahtera mobile app flooded by 700,000 registrations. Retrieved from The Star Online:
https://www.thestar.com.my/news/nation/2020/06/09/mysejahtera-mobile-app-crashed-by-700000-registrations
The Straits Times. (2020, April 27). Coronavirus pandemic has steepened adoption curve of e-wallets in Malaysia. Re-trieved from The Straits Times Online:
https://www.straitstimes.com/asia/se-asia/coronavirus-pandemic-has-steepened-adoption-curve-of-e-wallets-in-malaysia
Topuniversities.com (2019). Universiti Malaysia Terengganu (UMT). Retrieved from https://www.topuniversities.com/universities/universiti-malaysia-terengganu-umt
Uddin, M. S., & Akhi, A. Y. (2014). E-wallet system for Bangladesh an electronic payment system. International Journal of Modeling and Optimization, 4(3), 216.
Udo, G. J. (2001). Privacy and security concerns as major barriers for e-commerce: a survey study. Information Manage-ment & Computer Security, 9(4), 165-174.
Wang, Y. S., Wang, Y. M., Lin, H. H., & Tang, T. I. (2003). Determinants of user acceptance of Internet banking: an em-pirical study. International Journal of Service Industry Management, 14(5), 501-519.
Wu, B., & Chen, X. (2017). Continuance intention to use MOOCs: Integrating the technology acceptance model (TAM) and task technology fit (TTF) model. Computers in Human Behavior, 67, 221-232.
Yenisey, M. M., Ozok, A. A., & Salvendy, G. (2005). Perceived security determinants in e-commerce among Turkish uni-versity students. Behaviour & Information Technology, 24(4), 259-274.
Yu, T. K., & Yu, T. Y. (2010). Modeling the factors that affect individuals' utilization of online learning systems: An em-pirical study combining the task technology fit model with the theory of planned behavior. British Journal of Educa-tional Technology, 41(6), 1003e1017. http://dx.doi.org/10.1111/j.1467-8535.2010.01054.x.
Bank Negara Malaysia. (2019). List of Non-bank E-money issuers. Retrieved from Bank Negara Malaysia:
http://www.bnm.gov.my/index.php?ch=ps&pg=ps_nonbank_emoney
Bank Negara Malaysia. (2019). List of Regulatees. Retrieved from Bank Negara Malaysia: http://www.bnm.gov.my/index.php?ch=ps&pg=ps_regulatees
Bank Negara Malaysia. (2019, October 11). The 2020 Budget Speech. Retrieved from Bank Negara Malaysia:
http://www.bnm.gov.my/index.php?ch=en_announcement&pg=en_announcement&ac=742
Burns, A. C., & Bush, R. F. (2014). Marketing Research (7th ed.). Pearson Education.
Burns, N., & Groves, K. (1997). Practice of nursing research. Philadelphia, PA: WB Saunders company.
Business Dictionary. (2019). Definition of Data Analysis. Retrieved from Business Dictionary: http://www.businessdictionary.com/definition/data-analysis.html
Davis, F. D. (1986). Technology acceptance model for empirically testing new end-user information systems: Theory and results. Doctoral Dissertation, Massachusetts Institute of Technology: Cambridge, MA.
Davis, F. D. (1989). Perceived usefulness, perceived ease of use and user acceptance of information technology. MIS Quarterly, 13(3), 319-340.
Davis, F. D. (1993). User acceptance of information technology: System characteristics, user perceptions and behavioral impacts. International Journal of Man Machine Studies, 38(3), 475-487.
Davis, F. D., Bagozzi, R., & Warshaw, P. (1989). User acceptance of computer technology: A comparison of two theoreti-cal models. Management Science, 35(8).
Doan, N. (2014). Consumer adoption in mobile wallet: a study of consumers in Finland.
Fang, Y., Qureshi, I., Sun, H., McCole, P., Ramsey, E., & Lim, K. H. (2014). Trust, satisfaction, and online repurchase in-tention: The moderating role of perceived effectiveness of e-commerce institutional mechanisms. Mis Quarterly, 38(2).
Goodhue, D. L., Klein, B. D., & March, S. T. (2000). User evaluations of IS as surrogates for objective performance. In-formation & Management, 38(2), 87-101.
Hair, J. F., Anderson, R. E., Tatham, R. L., & Grablowsky, B. J. (1979). Multivariate data analysis. Tulsa, OK: Pipe Books.
Hair, J.F. Jr., Black, W.C., Babin, B.J., Anderson, R.E., & Tatham, R.L. (1998). Multvariate data analysis (Vol. 5, No. 3, pp. 207-219). Upper Saddle River, NJ: Prentice hall.
Hair, J. F. Jr., Babin, B.J., Money, A. H., & Samouel, P. (2003). Essential of business research methods. John Wiley & Sons: United States of America.
Hair, J.F. Jr., Black, W.C., Babin, B.J., Anderson, R.E. (2010). Multvariate data analysis: A Global Perspective. 7th Edi-tion. Pearson.
Hamid, N. R., & Cheng, A. Y. (2013). A risk perception analysis on the use of electronic payment systems by young adult. Order, 6(8.4), 6-7.
Junadi, S. (2015). A model of factors influencing consumer's intention to use e-payment system in Indonesia. Procedia Computer Science, 59, 214-220.
Kim, T., Suh, Y. K., Lee, G., & Choi, B. G. (2010). Modelling roles of task‐technology fit and self‐efficacy in hotel em-ployees' usage behaviours of hotel information systems. International Journal of Tourism Research, 12(6), 709-725.
Kiraz, E. & Ozdemir, D. (2006). The relationship between educational ideologies and technology acceptance in pre-service teachers. Educational Technology and Society, 9(2), 152-165. http://www.ifets.info/journals/9_2/13.pdf
Klopping, I.M. & McKinney, E. (2004). Extending the technology acceptance model and the task technology fit model to consumer e-commerce. Information Technology, Learning, and Performance Journal, 22(1), 35-47.
Kucukusta, D., Law, R., Besbes, A., & Legohérel, P. (2015). Re-examining perceived usefulness and ease of use in online booking: the case of Hong Kong online users. International Journal of Contemporary Hospitality Management, 27(2).
Lee, C.C., Cheng, H.K., & Cheng, H.H. (2007). An empirical study of mobile commerce in insurance industry: task–technology fit and individual differences. Decision Support Systems, 43(1), 95-110.
Lin, H. H., & Wang, Y. S. (2005, July). Predicting consumer intention to use mobile commerce in Taiwan. In International Conference on Mobile Business (ICMB'05) (pp. 406-412).
Luarn, P., & Lin, H. H. (2005). Toward an understanding of the behavioral intention to use mobile banking. Computers in Human Behavior, 21(6), 873-891.
Marshall, E. & Samuels, P. (2017). Statstutor community project. Checking normality for parametric tests in SPSS. Re-trieved from Statstutor website: www.statstutor.ac.uk.
Ministry of Finance Malaysia. (2017). Monetary and Financial Developments. Retrieved from Ministry of Finance Malay-sia:
https://www.treasury.gov.my/pdf/economy/er/1718/chapter5.pdf
Mun, Y. P., Khalid, H., & Nadarajah, D. (2017). Millennials' perception on mobile payment services in Malaysia. Proce-dia Computer Science, 124, 397-404.
New Straits Times. (2017, November 15). UTM to turn into a cashless campus. Retrieved from New Straits Times:
https://www.nst.com.my/education/2017/11/303402/utm-turn-cashless-campus
News Straits Times. (2019, March 26). LGE: Malaysia well on its way to become a cashless society. Retrieved from News Straits Times:
https://www.nst.com.my/business/2019/03/473117/lge-malaysia-well-its-way-become-cashless-society
New Straits Times. (2019, May 15). Cashless in UUM with kiplePay. Retrieved from New Straits Times:
https://www.nst.com.my/education/2019/05/488606/cashless-uum-kiplepay
New Straits Times. (2019, July 5). E-Wallet providers need to work together to educate consumers. Retrieved from New Straits Times:
https://www.nst.com.my/news/nation/2019/07/501764/e-wallet-providers-need-work-together-educate-consumers
New Straits Times. (2020, June 5). RM50 e-wallet credit to encourage contactless payment. Retrieved from New Straits Times:
https://www.nst.com.my/news/nation/2020/06/598242/rm50-e-wallet-credit-encourage-contactless-payment
Nielsen Malaysia. (2019, January 3). Cash or cashless? Malaysia's shifting payment landscape. Retrieved from Nielsen Malaysia:
https://www.nielsen.com/my/en/insights/article/2019/cash-or-cashless-malaysias-shifting-payment-landscape/
Ozturk, A. B. (2016). Customer acceptance of cashless payment systems in the hospitality industry. International Journal of Contemporary Hospitality Management, 28(4), 801-817.
Pallant, J. (2013). SPSS survival manual. 3rd ed. McGraw-Hill Education (UK).
RAM Rating Services Berhad. (2019, May 21). Rise of mobile payment not a threat to Malaysian banks. Retrieved from RAM Rating Services Berhad: https://www.ram.com.my/pressrelease/?prviewid=4970
Shin, D. H. (2009). Towards an understanding of the consumer acceptance of mobile wallet. Computers in Human Behav-ior, 25(6), 1343-1354.
Smart, K. L., & Cappel, J. J. (2006). Students' perceptions of online learning: A comparative study. Journal of Information Technology Education: Research, 5(1), 201-219.
Statista Research (2020, April 20). Malaysia: E-commerce payment methods 2019. Retrieved from statista website:
https://www.statista.com/statistics/895540/e-commerce-payment-methods-malaysia/
Taheri, B., Porter, C., Valantasis-Kanellos, N., & König, C. (2015). Quantitative data gathering techniques. O'Gorman, K. & MacIntosh, R.(eds.), Research Methods for Business and Management.
Teo, T. (2009). Modelling technology acceptance in education: A study of pre-service teachers. Computers & Education, 52(2), 302-312.
http://dx.doi.org/10.1016/j.compedu.2008.08.006
The Malaysian Reserve. (2018, December 21). E-wallet users see rapid growth in M'sia. Retrieved from The Malaysian Reserve:
https://themalaysianreserve.com/2018/12/21/e-wallet-users-see-rapid-growth-in-msia/
The Star Online. (2018, January 23). UiTM to go cashless and cardless. Retrieved from The Star Online:
https://www.thestar.com.my/news/nation/2018/01/23/uitm-to-go-cashless-and-cardless-boost-mobile-payment-app-to-be-used-for-all-oncampus-transactions/
The Star Online. (2019, March 27). No cash no problem. Retrieved from The Star Online: https://www.thestar.com.my/business/business-news/2019/03/27/no-cash-no-problem
The Star Online. (2019, June 19). CEO: Time for e-wallet environment to consolidate. Retrieved from The Star Online:
https://www.thestar.com.my/business/business-news/2019/06/19/ceo-time-for-ewallet-environment-to-consolidate#s5tvQvQYH2qKZMvv.99
The Star Online. (2020, January 15). E-wallets offer freebies on top of RM30 e-Tunai initiative. Retrieved from The Star Online:
https://www.thestar.com.my/tech/tech-news/2020/01/15/e-wallets-offer-freebies-on-top-of-e-tunai-rm30-handout
The Star Online. (2020, January 15). Towards a cashless society with e-Tunai Rakyat. Retrieved from The Star Online:
https://www.thestar.com.my/business/business-news/2020/01/15/towards-a-cashless-society-with-e-tunai-rakyat
The Star Online. (2020, January 21). Lim: Three million people signed up for e-Tunai Rakyat. Retrieved from The Star Online:
https://www.thestar.com.my/news/nation/2020/01/21/lim-three-million-people-signed-up-for--e-tunai-rakyat
The Star Online. (2020, June 9). MySejahtera mobile app flooded by 700,000 registrations. Retrieved from The Star Online:
https://www.thestar.com.my/news/nation/2020/06/09/mysejahtera-mobile-app-crashed-by-700000-registrations
The Straits Times. (2020, April 27). Coronavirus pandemic has steepened adoption curve of e-wallets in Malaysia. Re-trieved from The Straits Times Online:
https://www.straitstimes.com/asia/se-asia/coronavirus-pandemic-has-steepened-adoption-curve-of-e-wallets-in-malaysia
Topuniversities.com (2019). Universiti Malaysia Terengganu (UMT). Retrieved from https://www.topuniversities.com/universities/universiti-malaysia-terengganu-umt
Uddin, M. S., & Akhi, A. Y. (2014). E-wallet system for Bangladesh an electronic payment system. International Journal of Modeling and Optimization, 4(3), 216.
Udo, G. J. (2001). Privacy and security concerns as major barriers for e-commerce: a survey study. Information Manage-ment & Computer Security, 9(4), 165-174.
Wang, Y. S., Wang, Y. M., Lin, H. H., & Tang, T. I. (2003). Determinants of user acceptance of Internet banking: an em-pirical study. International Journal of Service Industry Management, 14(5), 501-519.
Wu, B., & Chen, X. (2017). Continuance intention to use MOOCs: Integrating the technology acceptance model (TAM) and task technology fit (TTF) model. Computers in Human Behavior, 67, 221-232.
Yenisey, M. M., Ozok, A. A., & Salvendy, G. (2005). Perceived security determinants in e-commerce among Turkish uni-versity students. Behaviour & Information Technology, 24(4), 259-274.
Yu, T. K., & Yu, T. Y. (2010). Modeling the factors that affect individuals' utilization of online learning systems: An em-pirical study combining the task technology fit model with the theory of planned behavior. British Journal of Educa-tional Technology, 41(6), 1003e1017. http://dx.doi.org/10.1111/j.1467-8535.2010.01054.x.