Malaquias & Silva (2020Malaquias, RF & Silva, AF 2020, Understanding the use of mobile banking in rural areas of Brazil, Technology in Society, vol. 62, no. 101260, pp. 1-9.) |
Brazil |
Survey |
115 |
Users |
CFA, SEM |
Ardiansaha, Charirib, Rahardjab & Udin (2020Ardiansaha, MN, Charirib, A, Rahardjab, S & Udin 2020, The effect of electronic payments security on e-commerce consumer perception: An extended model of technology acceptance, Management Science Letters, vol. 10, pp. 1473-1480.) |
Indonesia |
Survey |
96 |
Consumers |
SEM, CR, CA |
Lee et al. (2020Lee, VH, Hewa, JJ, Leong, LY, Tan, GWH & Ooi, KB 2020, Wearable payment: a deep learning-based dual-stage SEM-ANN analysis, Expert Systems with Applications, vol. 157 no. 113477, pp. 1-14.) |
China |
Survey |
307 |
Users |
DS, CR, AVE, PLS-SEM, ANN (SEM-ANN) |
Chawla & Joshi1 (2020Chawla, D & Joshi, H 2020, Role of mediator in examining the influence of antecedents of mobile wallet adoption on attitude and intention, Global Business Review, pp. 1-17.) |
India |
Survey |
744 |
Users |
PLS-SEM |
Lin, Yang & Chang (2020Lin, WR, Yang, FJ & Chang, YH 2020, The impact of risk factors and attitudes on use mobile payment intention, Journal of Accounting, Finance & Management Strategy, vol. 15, no. 1, pp. 129-158.) |
Taiwan |
Survey |
606 |
Consumers |
DS, CA, CFI, NFI, NNFI, IFI, SEM |
Widaya, Masudin & Satiti (2020Widayat, W, Masudin, I & Satiti, NR 2020, E-money payment: customers’ adopting factors and the implication for open innovation, Journal of Open Innovation: Technology, Market, and Complexity, vol. 6, no. 57, pp. 1-14.) |
Indonesia |
Survey |
101 |
Consumers |
PLS-SEM |
Liébana-Cabanillas, Molinillo & Japutra (2020) |
Spain |
Survey |
701 |
Users |
CA, CR, AVE, HTMT, PLS-SEM |
Karim et al. (2020Karim, W, Haque, A, Ulfy, MA, Hossain, A, Anis, Z 2020, Factors influencing the use of e-wallet as a payment method among Malaysian young adults, Journal of International Business and Management, vol. 3, no. 2, pp. 1-12.) |
Malaysia |
Survey |
330 |
Users |
PLS-SEM |
Pal, Funilkul & Patra (2020Pal, D, Funilkul, S & Patra, S 2020, Paying by your messaging application? a trust model, paper presented at 11th International Conference on Advances in Information Technology (IAIT), Bangkok, Thailand, viewed 28 August 2020, Pal, D, Funilkul, S & Patra, S 2020, Paying by your messaging application? a trust model, paper presented at 11th International Conference on Advances in Information Technology (IAIT), Bangkok, Thailand, viewed 28 August 2020, https://www.researchgate.net/publication/342678659 https://www.researchgate.net/publication...
) |
Thailand |
Interview |
25 |
Users |
NA*
|
Tiong (2020Tiong, WN 2020, Factors influencing behavioural intention towards adoption of digital banking services in Malaysia, International Journal of Asian Social Science, vol. 10, no. 8, pp. 450-457. ) |
Malaysia |
Survey |
150 |
Users |
CA, KST MLR |
Hashim et al. (2020Hashim, NAAN, Zulkifli,WFW, Aziz, RC, Nawi, NMM, Awang, Z, Muhammad, NH & Yusoff, AM 2020, Grab Pay app: the factors influencing tourists’ behavioural intention-to-use, Talent Development & Excellence, vol. 12, no. 3s, pp. 820-828.) |
Malaysia |
Survey |
220 |
Consumers |
MR |
Pertiwi1, Suprapto1 & Pratama (2020Pertiwi, D, Suprapto, W & Pratama, E 2020, Perceived usage of e-wallet among the Y generation in Surabaya based on technology acceptance model, Jurnal Teknik Industri, vol. 22, no. 1, pp. 17-24.) |
Indonesia |
Survey |
184 |
Users |
DS, CA, CR, PLS |
Ariffin & Lim (2020Ariffin, SK & Lim, KT 2020, Investigating Factors Affecting Intention to Use Mobile Payment Among Young Professionals in Malaysia, Advances in Economics, Business and Management Research, vol. 141, pp. 6-11.) |
Malaysia |
Survey |
211 |
Users |
DS, CA, MR, |
Baskoro & Amini (2020Baskoro, HA & Amini, A 2020, Analysis of factors influencing consumer intention toward Indonesia QR mobile payment, paper presented at Understanding Digital Industry: Proceedings of the Conference on Managing Digital Industry, Technology and Entrepreneurship (CoMDITE 2019), Bandung, Indonesia, pp. 112-116, viewed 29 August 2020, 112-116, viewed 29 August 2020, https://books.google.com.au/books?hl=en&lr=&id=f6PSDwAAQBAJ&oi=fnd&pg=PA112&dq=analysis+of+factors+influencing+consumer+intention+toward+indonesia+qr+mobile+payment&ots=01jgq5J4Om&sig=h-89FlIQ9sJVwu8qnxPgy1rcV7w&redir_esc=y#v=onepage&q=analysis%20of%20factors%20influencing%20consumer%20intention%20toward%20indonesia%20qr%20mobile%20payment&f=false https://books.google.com.au/books?hl=en&...
) |
Indonesia |
Survey |
195 |
Consumers |
DS, FL, AVE, CR, SEM |
Agyei et al. (2020Agyei, J, Sun, S, Abrokwah, E, Penney, EK & Ofori-Boafo, R 2020, Mobile banking adoption: examining the role of personality traits, Sage Open, pp. 1-15.) |
Ghana |
Survey |
482 |
Users |
CA, CFA, SEM |
|
|
|
|
|
|
Author (2019) |
Country |
Method |
N |
Focus |
Analysis |
Author (2019) |
Country |
Method |
N |
Focus |
Analysis |
Sharma, Sharma, & Dwivedi (2019Sharma, SK, Sharma, H & Dwivedi, YK 2019, A hybrid SEM-Neural Network Model for predicting determinants of mobile payment services, Information Systems Management, vol. 36, no. 3, pp. 243-261. ) |
Oman |
Survey |
212 |
Consumers |
CFA, CA, CR, AVE, X²/df, NFI, TLI, IFI, RMSEA, SEM-NN, ANN |
Siyal et al. (2019Siyal, AW, Ding, D, Umrani, WA, Siyal, S, & Bhand, S 2019, predicting mobile banking acceptance and loyalty in Chinese bank customers, Sage Open, pp. 1-21.) |
China |
Survey |
200 |
Consumers |
AVE, CR, CA, HTMT, PLS-SEM |
Kalinic et al. (2019Kalinic, Z, Marinkovica, V, Molinillo, S & Liébana-Cabanillas, F 2019, A multi-analytical approach to peer-to-peer mobile payment acceptance prediction, Journal of Retailing and Consumer Services, vol. 49, pp. 143-153.) |
Spain |
Survey |
701 |
Consumers |
CFA, EFA, SEM, ANN |
Siyal, Ding & Siyal (2019Siyal, AW, Ding, D & Siyal, S 2019, M-banking barriers in Pakistan: a customer perspective of adoption and continuity intention, Data Technologies and Applications, vol. 53, no. 1, pp. 58-84.) |
Pakistan |
Survey |
200 |
Consumers |
AVE, CR, CA, CB-SEM |
Wang et al. (2019Wang, G, Putri, NM, Christianto, A & W, DH 2019, An empirical examination of characteristics of mobile payment users in Indonesia, Journal of Theoretical and Applied Information Technology, vol.96, no 1, pp. 169-182.) |
Indonesia |
Survey |
100 |
Users |
DS, CR, CA, SEM |
Chawla & Joshi (2019Chawla, D & Joshi, H 2019, Scale development and validation for measuring the adoption of mobile banking services, Global Business Review, vol 20, no. 2, pp. 434-457.) |
India |
Survey |
283 |
Users |
EFA, PCA, CA, CFA, SEM, Normed x², NGI, CFI, TLI, NFI, RMSEA |
Tounekti, Ruiz-Martínez & Gomez (2019Tounekti ,O, Ruiz-Martínez, A & Gomez, AFS 2019, 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.) |
52 countries |
Survey |
272 |
Users |
FA, CA, CR |
Briliana, Deitiana &Briliana, V, Deitiana, T & Ruswidiono, W 2019, Attitudes toward mobile app payment systems: a case study among Indonesian millennials, Advances in Economics, Business and Management Research, vol. 145, pp. 321-325.
|
Indonesia |
Survey |
310 |
Users |
AVE, CA, CR, PLS |
Nadler, Chen & Lin (2019Nadler, S, Chen, AN & Lin, SF 2019, E-payment usage among young urban Chinese, Journal of Business Diversity, vol. 19, no. 3, pp. 75-88.) |
China |
Survey |
315 |
Users |
FA, CA, |
Phoong (2019Phoong, SW, Phoong, SY, Moghavvemi, S & Yeong, WC 2019, Are We Ready for Mobile Payment?, Advances in Business Research International Journal, pp. 1-6.) |
Malaysia |
Survey |
161 |
Users |
DS, CA, PCA, ANOVA |
Liu et al. (2019Liu, 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, vol. 17, pp. 319-342.) |
China |
Survey |
245 |
Users |
CA, CFA, AVE, CR, PLS- SEM |
Li et al. (2019Li, J, Wang, J, Wangh, S & Zhou, Y 2019, Mobile payment with Alipay: an application of extended technology acceptance model, IEEE Access, vol. 7, pp. 50380-50387.) |
China |
Survey |
491 |
Users |
CA, CR AVE, SEM |
Ndofirepi & Gavai (2019Ndofirepi, TM & Gavai, P 2019, The adoption of mobile banking among college students in Zimbabwe, African Journal of Business and Economic Research, vol. 14, no. 4, pp. 105 - 132.) |
Zimbabwe |
Survey |
376 |
Consumers |
AVE, EFA, HLRA |
Sun & Havidz (2019Sun, Y & Havidz, SAH 2019, Factors impacting the intention to use m-payment, paper presented at 2019 International Conference on Information Management and Technology (ICIMTech), Jakarta & Bali, Indonesia, pp. 290-294, viewed 27 August 2020, 290-294, viewed 27 August 2020, https://ieeexplore.ieee.org/abstract/document/8843758 https://ieeexplore.ieee.org/abstract/doc...
) |
Indonesia |
Survey |
201 |
Users |
CA, AVE, CR, HTMT, SEM |
Yap & Ng (2019Yap, CM & Ng, BA 2019, Factors influencing consumers’ perceived usefulness of m-wallet in Klang Valley, Malaysia, Review of Integrative Business and Economics Research, vol. 8, no. 4 pp. 1-23.) |
Malaysia |
Survey |
384 |
Consumers |
SEM, PCA and MR |
Ziwei, Tham & Azam (2019Ziwei F, Tham J & Azam SMF 2019, Determinants of users’ willingness to use mobile payment: an empirical study in Tongren University, China, European Journal of Management and Marketing, vol. 4, no. 4, pp. 16-38.) |
China |
Survey |
380 |
Users |
EFA, CFA, AVE, CR, GIF, CFI, CMINDF, RMSEA, SEM |
Banu, Mohamed & Parayitam (2019Banu, AM, Mohamed, NS & Parayitam, S 2019, Online banking and customer satisfaction: evidence from India, Asia-Pacific Journal of Management Research and Innovation, vol. 15, no. 1-2, pp. 68-80.) |
India |
Survey |
500 |
Consumers |
DS, CA, CR, HR |
Ardiansah, Chariri & Januarti, (2019Ardiansah, M, Chariri, A & Januarti, I 2019, Empirical study on customer perception of ecommerce: mediating effect of electronic payment security. Jurnal Dinamika Akuntansi, vol. 11, no. 2, pp. 122-131. ) |
Indonesia |
Survey |
96 |
Users |
DS, CR, SEM |
Sharma (2019Sharma, SK 2019, Integrating cognitive antecedents into TAM to explain mobile banking behavioral intention: a SEM-neural network modeling, Information Systems Frontier, vol.21, pp.815-827.) |
Oman |
Survey |
225 |
Users |
CFA. CA, CR, AVE, MSV, MaxR GFI, AGFI, TLI, CFI, RMSEA, SEM, NN |
Khoa (2019) |
Vietnam |
Survey |
918 |
Consumers |
CA, CR AVE, HTMT, PLS-SEM |
Author (2018) |
Country |
Method |
N |
Focus |
Analysis |
Author (2018) |
Country |
Method |
N |
Focus |
Analysis |
Liébana-Cabanillas, Muñoz-Leiva & Sánchez-Fernández (2018Liébana-Cabanillas, F, Muñoz-Leiva, F & Sánchez-Fernández, J 2018, A global approach to the analysis of user behavior in mobile payment systems in the new electronic environment, Service Business, vol. 12, pp. 25-64. ) |
Spain |
Survey |
2012 |
Users |
CA, CR, AVE, RMSEA, TLI, CFI, GFI, AGFI, FCA, SEM |
Nguyen & Huynh (2018Nguyen, TD & Huynh, PA 2018, The roles of perceived risk and trust on e-payment adoption, Econometrics for Financial Applications, Studies in Computational Intelligence, vol. 760, pp. 926-940.) |
Vietnam |
Survey |
200 |
Users |
EFA, CFA, SEM |
Liébana-Cabanillas et al. (2018Liébana-Cabanillas, F, Muñoz-Leiva, F & Sánchez-Fernández, J 2018, A global approach to the analysis of user behavior in mobile payment systems in the new electronic environment, Service Business, vol. 12, pp. 25-64. ) |
Spain |
Survey |
191 |
Users |
X²/df, RFI, NFI, CFI, TLI, IFI, RMSEA, SEM, NN |
Bagla & Sancheti (2018Bagla, RK & Sancheti V 2018, Gaps in customer satisfaction with digital wallets: challenge for sustainability, Journal of Management Development, vol. 37 no. 6, pp. 442-451.) |
India |
Survey |
313 |
Users |
Inferential analysis |
Ramos de Luna et al. (2018Ramos de Luna, IR, Liébana-Cabanillas, F, Sánchez-Fernández, J & Muñoz-Leiva, F 2018, Mobile payment is not all the same: the adoption of mobile payment systems depending on the technology applied, Technological Forecasting & Social Change, pp. 1-14, viewed 27 August 2020, 1-14, viewed 27 August 2020, https://doi.org/10.1016/j.techfore.2018.09.018 https://doi.org/10.1016/j.techfore.2018....
) |
Spain |
Survey |
742 |
Consumers |
CA, CFA, CR, AVE, RMSEA, GFI, AGFI, CFI, NFI, SEM |
Singh, Kumar & Gupta (2018Singh, B, Kumar, B & Gupta, R 2018, The role of consumer’s innovativeness & perceived ease of use to engender adoption of digital wallets in India, paper presented at 2018 International Conference on Automation and Computational Engineering (ICACE - 2018) Amity University Greater Noida Campus, U. P., India, viewed 25 August 2020, , India, viewed 25 August 2020, https://ieeexplore.ieee.org/document/8686875 https://ieeexplore.ieee.org/document/868...
) |
India |
Survey |
462 |
Consumers |
CFA, SEM |
Wong (2018Wong, ATT 2018, A study of consumer acceptance of mobile payment services in Hong Kong, Journal of Economics, Management and Trade, vol. 21, no. 3, pp. 1-14.) |
Hong Kong |
Survey |
277 |
Users |
CR, AVE, PLS-SEM |
Tan, Purba &Widjaya (2018Tan, JD, Purba, JT & Widjaya, AE 2018, Financial technology as an innovation strategy for digital payment services in the millenial generation, Advances in Social Science, Education and Humanities Research, vol. 292, pp. 364-373.) |
Indonesia |
Survey |
238 |
Consumers |
CA, MR |
Qu et al. (2018Qu, Y, Rong, W, Chen, H, Ouyang, Y & Xiong, Z 2018, Influencing factors analysis for a social network web based payment service in China, Journal of Theoretical and Applied Electronic Commerce Research, vol. 13, no. 3 / pp. 99-113.) |
China |
Survey |
320 |
Users |
EFA, CA, AVE, CR, BTS, KMO, CFA, SEM |
Lai (2018aLai, PC 2018a, Security as an extension to TAM model: consumers' intention to use a single platform e-payment system, Asia-Pacific Journal of Management Research and Innovation, vol. 13, no. 3-4, pp. 110-119.) |
Southeast Asia (ASEAN) |
Survey |
380 |
Consumers |
CFA, SEM |
Ma et al. (2018Ma, L, Su, X, Yu, Y, Wang, C, Lin, K & Lin, M 2018, What drives the use of m-payment? An empirical study about Alipay and WeChat payment, paper presented at 2018 15th International Conference on Service Systems and Service Management (ICSSSM), Hangzhou, China, pp. 1-6, viewed 27 August 2020, 1-6, viewed 27 August 2020, https://ieeexplore.ieee.org/abstract/document/8465029 https://ieeexplore.ieee.org/abstract/doc...
) |
China |
Survey |
295 |
Users |
CA, CFA, KMO, BTS, X²/df, RMSEA, AGFI, NFI, IFI, CFI, RMR, |
Lai (2018bLai, PC 2018b, Single platform e-payment system consumers’ intention to use, Journal of Information Technology Management, vol. XXIX, no. 2, pp. 22-28.) |
Malaysia |
Survey |
560 |
Consumers |
CA, CFA, SEM |
Gumussoy, Kaya & Ozlu ( 2018Gumussoy, CA, Kaya, A & Ozlu, E 2018, Determinants of mobile banking use: an extended TAM with perceived risk, mobility access, compatibility, perceived self-efficacy and subjective norms, Lecture Notes in Management and Industrial Engineering, pp. 225-238, viewed 26 August 2020, 225-238, viewed 26 August 2020, https://doi.org/10.1007/978-3-319-71225-3_20 https://doi.org/10.1007/978-3-319-71225-...
) |
Turkey |
Survey |
225 |
Users |
CA, MR |
Sumerta & Wardana, (2018Sumerta, K & Wardana, M 2018, Analysis Of intention to use electronic money in Denpasar city: TAM approach, Archives of Business Research, vol.6, no.10, pp. 86-103.) |
Indonesia |
Survey |
108 |
Users |
PLS-SEM |
Chandra et al. (2018Chandra, YU, Kristin, DM, Suhartono, J, Sutarto, FS & Sung, M 2018, Analysis of determinant factors of user acceptance of mobile payment system in Indonesia (a case study of go-pay mobile payment), paper presented at 2018 International Conference on Information Management and Technology (ICIMTech), Jakarta, Indonesia, pp. 454-459, viewed 27 August 2020, 454-459, viewed 27 August 2020, https://ieeexplore.ieee.org/abstract/document/8528182 https://ieeexplore.ieee.org/abstract/doc...
) |
Indonesia |
Survey |
284 |
Users |
CR, AVE, PLS-SEM |
Nigam & Kumari (2018Nigam, A & Kumari, S 2018, Adoption of United Payment Interface Application: An Empirical Investigation Using TAM Framework, CPJ Global Review, vol. X, no.2, pp. 29-36.) |
India |
Survey |
210 |
Users |
CA, FA |
Saji & Paul (2018Saji, TG & Paul, D 2018, Behavioural intention to the use of mobile banking in Kerala: an application of extended classical technology acceptance model, Metamorphosis, vol. 17, no. 2, pp. 111-119.) |
India |
Survey |
214 |
Consumers |
IA, DS, CFI, GFI, NFI, RMSEA, SEM |
Bhardwa & Aggarwal (2018 |
India |
Survey |
302 |
Users |
EFA, FA, CA |
Öztüren (2018Öztüren, A 2018, Acceptance of mobile payment technologies by the travellers visiting North Cyprus, paper presented at 7th Intentational Conference on Tourism & Hospitality Management, pp.166-175, viewed 27 August 2020, 166-175, viewed 27 August 2020, http://jotr.eu/pdf_files/V19.pdf#page=166 http://jotr.eu/pdf_files/V19.pdf#page=16...
) |
Cyprus |
Survey |
226 |
Consumers |
CA, RA |
Su, Wang & Yan, (2018Su, P, Wang, L & Yan, J 2018, How users’ Internet experience affects the adoption of mobile payment: a mediation model, Technology Analysis & Strategic Management, vol. 30, no. 2, pp. 186-197.) |
China |
Survey |
922 |
Users |
CA, FA AVE, CFA, AGF, RMSEA |
Wiradinata (2018Wiradinata, T 2018, Mobile payment services adoption: the role of perceived technology risk, paper presented at 2018 International Conference on Orange Technologies (ICOT), Nusa Dua, Bali, Indonesia, pp. 1-5, viewed 27 August 2020, https://ieeexplore.ieee.org/abstract/document/8705859) |
Indonesia |
Survey |
121 |
Merchants |
CA, CR, PLS-SEM |
Kongarchapatara & Rodjanatara (2018Kongarchapatara, B & Rodjanatara, C 2018, Factors affecting adoption versus behavioral intention to use QR code payment application, paper presented at International Conference on e-Commerce, e-Administration, e-Society, e-Education, and e-Technology, Osaka, Japan, viewed 29 August 2020, Kongarchapatara, B & Rodjanatara, C 2018, Factors affecting adoption versus behavioral intention to use QR code payment application, paper presented at International Conference on e-Commerce, e-Administration, e-Society, e-Education, and e-Technology, Osaka, Japan, viewed 29 August 2020, https://www.researchgate.net/publication/325170335 https://www.researchgate.net/publication...
) |
Thailand |
Survey |
275 |
Users |
DS, IA, CA, MR |
Mutahar et al. (2018Mutahar, AM, Daud, NM, Ramayah Isaac, O, Adnan, H, Aldholay, AH 2018, The effect of awareness and perceived risk on the technology acceptance model (TAM): mobile banking in Yemen, International Journal of Services and Standards, vol. 12, no. 2, pp. 180-204.) |
Yemen |
Survey |
482 |
Users |
DS, CR AVE, CFA, RMSEA, DFI, NFI, PGFI, PNFI, SEM |
Chawla & Joshi (2018Chawla, D & Joshi, H 2018, The moderating effect of demographic variables on mobile banking adoption: an empirical investigation, Global Business Review, vol. 19, no.3S, pp. 90S-113S.) |
India |
Survey |
367 |
Users |
EFA, CFA,RA, Fishers’ Z-statistics |
Shankar & Datta (2018Shankar, A & Datta, B 2018, Factors affecting mobile payment adoption intention: an Indian perspective, Global Business Review, vol. 19, no.3S, pp. 72S-89S.) |
India |
Survey |
381 |
Users |
CA,CR, AVE, CLF, CFA, GFI, AGFI, NFI, CFI, RMSEA, CB-SEM |
Eelu & Nakakawa (2018Eelu, S & Nakakawa, A 2018, Framework towards enhancing adoption of electronic payment in a developing economy: a case of Uganda, The African Journal of Information Systems: vol. 10, no. 3, pp. 222-245.) |
Uganda |
Survey |
384 |
Users |
FA, Correlation analysis, RA, TA |
Alaeddin et al. (2018Alaeddin O, Rana A, Zainudin Z. & Kamarudin F 2018, From physical to digital: investigating consumer behaviour of switching to mobile wallet, Polish Journal Of Management Studies, vol. 17, no. 2, pp. 18-30.) |
Malaysia |
Survey |
98 |
Users |
PLS-SEM |
|
|
|
|
|
|
Author (2017) |
Country |
Method |
N |
Focus |
Analysis |
Author (2017) |
Country |
Method |
N |
Focus |
Analysis |
Liébana-Cabanillas, Ramos de Luna & Montoro-Ríos (2017Liébana-Cabanillas, F, Ramos de Luna, I & Montoro-Ríos, F 2017, Intention to use new mobile payment systems: a comparative analysis of SMS and NFC payments, Economic Research-Ekonomska Istraživanja, vol. 30, no. 1, pp. 892-910. ) |
Spain |
Survey |
287 |
Users |
CFA, FL, CA, CR, AVE, GFI. AGFI, CFI, NFI, RMSEA, SEM |
Kumar, Lall & Mane (2017Kumar, VVR, Lall, A & Mane, T 2017, Extending the TAM model: intention of management students to use mobile banking: evidence from India, Global Business Review, vol. 18, no. 1, pp. 238-249.) |
India |
Survey |
144 |
Users |
DS, FA, CA, RA |
Ramos de Luna et al.(2017Ramos de Luna, I, Montoro-Ríos, F, Liébana-Cabanillas, F & de Luna, JG 2017, NFC technology acceptance for mobile payments: a Brazilian perspective, Review of Business Management, vol. 19, no. 63, pp. 82-103.) |
Brazil |
Survey |
423 |
Users |
CFA, CA, CR, AVE, SEM |
Hebie (2017Hebie, AP 2017, Improving mobile phone banking usefulness, usability, risk, cost, and intention to adopt, DBA dissertation, Walden University.) |
Burkina Faso |
Survey |
106 |
Users |
DS, IA, CA, MLR |
Bailey et al. (2017Bailey, AA, Pentina, I, Mishra, AS & Mimoun, MSB 2017, Mobile payments adoption by US consumers: an extended TAM, International Journal of Retail & Distribution Management, vol. 45, no. 6, pp. 626-640.) |
USA |
Survey |
240 |
Consumers |
EFA, CFA, CFI, TLI, RMSEA, SRMR, CR, AVE, Ratio x² |
Chawla & Joshi (2017Chawla, D & Joshi, H 2017, High versus low consumer attitude and intention towards adoption of mobile banking in India: an empirical study, Vision, vol. 21, no. 4, pp. 410-424.) |
India |
Survey |
367 |
Users |
EPA, CFA, CA, LRA |
Riskinanto, Kelana, Hilmawan, (2017Riskinanto, A, Kelana, B, Hilmawan, DR 2017, The moderation effect of age on adopting e-payment technology, paper presented at 4th Information Systems International Conference 2017, ISICO 2017, 6-8 November 2017, Bali, Indonesia, viewed 25 August 2020, Riskinanto, A, Kelana, B, Hilmawan, DR 2017, The moderation effect of age on adopting e-payment technology, paper presented at 4th Information Systems International Conference 2017, ISICO 2017, 6-8 November 2017, Bali, Indonesia, viewed 25 August 2020, https://www.sciencedirect.com/science/article/pii/S1877050917329551 https://www.sciencedirect.com/science/ar...
) |
Indonesia |
Survey |
532 |
Users |
CFA, PLS-SEM |
BarkhordariBarkhordari, M, Nourollah, Z, Mashayekhi, H, Mashayekhi,Y, Ahanga, MS 2017, Factors influencing adoption of e-payment systems: an empirical study on Iranian customers, Information Systems, E-Business Management vol. 15, pp. 89-116. et al. (2017Barkhordari, M, Nourollah, Z, Mashayekhi, H, Mashayekhi,Y, Ahanga, MS 2017, Factors influencing adoption of e-payment systems: an empirical study on Iranian customers, Information Systems, E-Business Management vol. 15, pp. 89-116. ) |
Iran |
Survey |
246 |
Consumers |
CFA, SEM |
Mun, Khalid & Nadarajah (2017) |
Malaysia |
Survey |
300 |
Users |
CA, PCA, MR |
Mutahar et al. (2017Mutahar, AM, Daud, NM, Ramayah, Lennora Putit, T, Isaac, O 2017, Examining the effect of subjective norms and compatibility as external variables on tam: mobile banking acceptance in Yemen, Science International, vol. 29, no. 4, pp. 769-776.) |
Yemen |
Survey |
482 |
Non-users |
DS, CA, CR, AVE, SEM |
Chen & Wu (2017Chen, LY & Wu, WN 2017, ‘An exploration of the factors affecting users’ satisfaction with mobile payments’, International Journal of Computer Science & Information Technology (IJCSIT), vol. 9, no.3, pp.97-105.) |
Taiwan |
Survey |
127 |
Users |
DS, FA, CA, PCA, RA |
Baganzi & Lau (2017Baganzi, R & Lau, AK 2017, Examining trust and risk in mobile money acceptance in Uganda,Sustainability 2017, vol. 9, no. 12, 2233, pp. 1-22.) |
Uganda |
Survey |
438 |
Users |
AVE, CR, SPA, PLS-SEM |
Sharma et al. (2017Sharma, SK, Govindaluri, SM, Al-Muharrami, S & Tarhini, A 2017, A multi-analytical model for mobile banking adoption: a developing country perspective, Review of International Business and Strategy, vol. 27, no. 1, pp. 133-148.) |
Oman |
Survey |
208 |
Users |
CA, FA, Two-staged MLR, NN |
Khalilzadeh, Ozturk & Bilgihan (2017Khalilzadeh, J, Ozturk, AB & Bilgihan, A 2017, ‘Security-related factors in extended UTAUT model for NFC based mobile payment in the restaurant industry’,Computers in Human Behavior, vol. 70, pp. 460-474.) |
USA |
Survey |
412 |
Merchants |
DS, CFA, CA, AVE, CR, MSV, CMB, EFA, X², X²/df, AGFI, CFI, NFI, RMSEA, PCLOSE, HOELTER |
Roy & Sinha (2017Roy, S & Sinha, I 2017, Factors affecting customers’ adoption of electronic payment: an empirical analysis, IOSR Journal of Business and Management, vol. 19, no. 12, pp. 76-90.) |
India |
Survey |
465 |
Consumers |
EFA, CFA, SEM |
Lwoga & Lwoga (2017Lwoga, E & Lwoga, N 2017, User acceptance of mobile payment: the effects of user-centric security, system characteristics and gender,The Electronic Journal Information Systems in Developing Countries, vol. 81, no. 3, pp. 1-24.) |
Tanzania |
Survey |
292 |
Users |
EFA, FL, KMO, CA, CFA, X²/df, RMSEA, CFI, AVE, MGA, SEM |
Munoz-Leiva, Climent-Climent, Liébana-Cabanillas (2017Munoz-Leiva, F, Climent-Climent, S, Liébana-Cabanillas, F 2017, Determinants of intention to use the mobile banking apps: An extension of the classic TAM model, Spanish Journal of Marketing - ESIC, vol. 21, pp. 25-38.) |
Spain |
Survey |
103 |
Users |
CA, CR, AVE, CFA, SEM |
William et al. (2017Williams, MD, Roderick, S, Davies, GH & Clement, M 2017, Risk, trust, and compatibility as antecedents of mobile payment adoption, Refereed papers from the Twenty-third Americas Conference on Information Systems, pp.1-10, Boston, viewed 5 February 2018, 1-10, Boston, viewed 5 February 2018, https://aisel.aisnet.org/cgi/viewcontent.cgi?article=1039&context=amcis2017 https://aisel.aisnet.org/cgi/viewcontent...
) |
Middle East and Africa |
Survey |
237 |
Consumers |
CA, AVE, CR, CMB, PLS-SEM, MGA |
Author (2016) |
Country |
Method |
N |
Focus |
Analysis |
Author (2016) |
Country |
Method |
N |
Focus |
Analysis |
Hankun et al. (2016Hankun, H, Yafang, L, Xuemei, H & Jing, F 2016, A comparative study of China and US users' acceptance of online payment, paper presented at 2016 13th International Conference on Service Systems and Service Management (ICSSSM), Hangzhou, China, viewed 29 August 2020, Hankun, H, Yafang, L, Xuemei, H & Jing, F 2016, A comparative study of China and US users' acceptance of online payment, paper presented at 2016 13th International Conference on Service Systems and Service Management (ICSSSM), Hangzhou, China, viewed 29 August 2020, https://ieeexplore.ieee.org/abstract/document/7538582 https://ieeexplore.ieee.org/abstract/doc...
) |
China and USA |
Survey |
382 |
Users |
SPSS, CA, CR, AVE, PLS-SEM |
Liu &Tai (2016Liu, GS & Tai, PT 2016, ‘A study of factors affecting the intention to use mobile payment services in Vietnam’, Economics, vol. 4, no. 6, pp. 249-273.) |
Vietnam |
Survey |
90 |
Consumers |
DS, EFA, KMO, BTS, CFA, X², X²/df, CFI, TLI, RMSEA, SEM, ANOVA |
Apanasevic, Markendahl, Arvidsson (2016Apanasevic, T, Markendahl, J, Arvidsson, N 2016, Stakeholders' expectations of mobile payment in retail: lessons from Sweden, International Journal of Bank Marketing, vol. 34, no. 1, pp. 37-61.) |
Sweden |
Interviews |
5 |
Users |
NA*
|
Cao, Dang & Nguyen (2016Cao, TK, Dang, PL & Nguyen, HA 2016, ‘Predicting consumer intention to use mobile payment services: empirical evidence from Vietnam’, International Journal of Marketing Studies, vol. 8, no. 1, pp. 117-124.) |
Vietnam |
Survey |
489 |
Consumers |
CA, BC, MR |
Lesa & Tembo (2016Lesa, E & Tembo, S 2016, Study on factors affecting mobile payment systems diffusion in Zambia, Management, vol. 6, no. 2, pp. 36-45.) |
Zambia |
Survey |
152 |
Consumers |
PCA, MLR |
Dastan & Gürler (2016Dastan, I & Gürler C 2016, ‘Factors affecting the adoption of mobile payment systems: an Empirical Analysis’, Emerging Markets Journal, vol.6, no.1, pp.17-24.) |
Turkey |
Survey |
225 |
Consumers |
CFA, X², CMIN/df, GFI, NFI, RMASEA, AVE, CA, CR, FL |
Aydin & Burnaz (2016Aydin, G, Burnaz, S 2016, Adoption of mobile payment systems: a study on mobile wallets, Journal of Business, Economics and Finance, vol. 5, no. 1, pp. 73-92.) |
Turkey |
Survey |
1395 |
Users |
PLS-SEM |
Kristensen (2016Kristensen, SM 2016, Understanding factors influencing Danish consumers’ intention to use mobile payment at point-of-sale, MSc thesis, Aarhus University. ) |
Denmark |
Survey |
217 |
Consumers |
SPSS, PLS-SEM, PLS-MGA |
Arif , Afshan & Sharif (2016Arif, I, Afshan, S & Sharif, A 2016, Resistance to mobile banking adoption in a developing country: evidence from modified TAM, Journal of Finance & Economics Research, vol. 1, no.1, pp. 25-42.) |
Pakistan |
Survey |
389 |
Consumers |
EFA, CMB, CFA, CR, CA, AVE, SEM |
Ooi & Tan (2016Ooi, KB & Tan, GWH 2016, ‘Mobile technology acceptance model: an investigation using mobile users to explore smartphone credit card’, Expert Systems with Applications, vol. 59, pp. 33-46.) |
Malaysia |
Survey |
459 |
Users |
AVE, CR, CA, PLS-SEM-ANN, MGA |
Mehrad & Mohammadi, (2016Mehrad, D & Mohammadi, S 2016, Word of Mouth impact on the adoption of mobile banking in Iran, Telematics and Informatics, pp. 1-13, viewed 25 August 2020, 1-13, viewed 25 August 2020, http://dx.doi.org/10.1016/j.tele.2016.08.009 http://dx.doi.org/10.1016/j.tele.2016.08...
) |
Iran |
Survey |
384 |
Users |
CR, AVE, FA, SEM, PA |
Phonthanukitithaworn, Sellitto, & Fong (2016Phonthanukitithaworn, C, Sellitto, C & Fong, MW 2016, ‘An investigation of mobile payment (m-payment) services in Thailand’, Asia-Pacific Journal of Business Administration, vol. 8, no. 1, pp. 37-54.) |
Thailand |
Survey |
529 |
Consumers |
CFA, GFI, SRMR, RMSEA, AGFI, X²/df, FL, AVE, CR, SMC, SPA |
Hossain & Mahmud (2016Hossain, R & Mahmud, I 2016, Influence of cognitive style on mobile payment system adoption: an extended technology acceptance model, paper presented at 2016 International Conference on Computer Communication and Informatics (ICCCI -2016), Coimbatore, India, viewed 27 August 2020, Hossain, R & Mahmud, I 2016, Influence of cognitive style on mobile payment system adoption: an extended technology acceptance model, paper presented at 2016 International Conference on Computer Communication and Informatics (ICCCI -2016), Coimbatore, India, viewed 27 August 2020, https://ieeexplore.ieee.org/document/7479973 https://ieeexplore.ieee.org/document/747...
) |
Bangladesh |
Survey |
75 |
Users |
DS, CR, AVE, PLS-SEM |
Suwunniponth (2016Suwunniponth, W 2016, Customers’ intention to use electronic payment system for purchasing, International Journal of Social, Behavioral, Educational, Economic, Business and Industrial Engineering, vol.10, no:12, pp.3864-3869. ) |
Thailand |
Survey |
300 |
Consumers |
CA, MR |
Alalwan et al. (2016Alalwan, AA, Dwivedi, YK, Rana, NP & Williams, MD 2016, Consumer adoption of mobile banking in Jordan: examining the role of usefulness, ease of use, perceived risk and self-efficacy, Journal of Enterprise Information Management, vol. 29, no. 1, pp. 118-139. ) |
Jordan |
Survey |
343 |
Consumers |
CA, SEM |
Lai (2016Lai, PC 2016, Design and security impact on consumers’ intention to use single platform E-payment, Interdisciplinary Information Sciences, vol. 22, no. 1, pp. 111-122.) |
Malaysia |
Survey |
450 |
Consumers |
CFA, SEM |
Ramos de Luna, Montoro-Rıos & Liébana-Cabanillas (2016Ramos de Luna, I, Montoro-Ríos, F & Liébana-Cabanillas, F 2016, Determinants of the intention to use NFC technology as a payment system: an acceptance model approach, Information Systems E-Business Management, vo. 14, pp. 293-314.
)
|
Spain |
Survey |
190 |
Users |
CR, AVE,CA FCA, PLS-SEM |
Yuan et al. (2016Yuan S, Liu Y, Yao R & Liu J 2014, An investigation of users’ continuance intention towards mobile banking in China, Information Development, vol. 32, no.1, pp. 20-34.) |
China |
Survey |
434 |
Users |
CA, EFA, SEM |
Upadhyay & Jahanyan (2016Upadhyay, P & Jahanyan, S 2016, Analyzing user perspective on the factors affecting use intention of mobile based transfer payment, Internet Research, vol. 26, no.1, pp. 38-56.) |
Iran |
Survey |
196 |
Users |
CFA, X², RMSEA, CFI, GFI, NFI, AVE, CA, PCA, LR |
|
|
|
|
|
|
Author (2015) |
Country |
Method |
N |
Focus |
Analysis |
Author (2015) |
Country |
Method |
N |
Focus |
Analysis |
Liébana-Cabanillas, Ramos de Luna & Montoro-Ríos (2015Liébana-Cabanillas, F, Ramos de Luna, I & Montoro-Ríos, F 2015, User behaviour in QR mobile payment system: the QR payment acceptance model, Technology Analysis & Strategic Management, vol. 27, no. 9, pp. 1031-1049.) |
Spain |
Survey |
168 |
Users |
EFA, CFA, CR, AVE, CA, X², RMSEA, TLI, CFI, GFI, IFI, SEM |
Phonthanukitithaworn, Sellitto, & Fong (2015Phonthanukitithaworn, C, Sellitto, C & Fong, MW 2015, ‘User intentions to adopt mobile payment services: a study of early adopters in Thailand’,Journal of Internet Banking and Commerce, vol. 20, no. 1, pp. 1-29. ) |
Thailand |
Survey |
256 |
Consumers |
CFA, X²/df, GFI, AGFI, CFI, NFI, SRMR, RMSEA, PA, SEM |
Sidek (2015Sidek, N 2015, Determinants of electronic payment adoption in Malaysia: the stakeholders’ perspectives, PhD thesis, University of Queensland.) |
Malaysia |
Survey and Interviews |
167(M)** 682(C)** 7(D)**
|
Users |
PLS-SEM, CFA, CA, CR, AVE |
Yan & Yang (2015Yang, Q, Pang, C, Liu, L, Yen, DC & Tarn, JM, 2015, Exploring consumer perceived risk and trust for online payments: an empirical study in China’s younger generation, Computers in Human Behavior, vol. 50, pp. 9-24.) |
China |
Survey |
193 |
Users |
SIL, AVE, CR, CA, CMV, PCA, PLS |
Pham and Ho (2015Pham, TTT & Ho, JC 2015, ‘The effects of product-related, personal-related factors and attractiveness of alternatives on consumer adoption of NFC-based mobile payments’, Technology in Society, vol. 43, pp. 159-172.) |
Taiwan |
Survey |
402 |
Consumers |
EFA, KMO, BTS, CFA, CFI, CMIN/DF, RMSEA, SRMR, CR, AVE, CA, PCA |
Chin & Ahmad (2015Chin, LP & Ahmad, ZA 2015, Perceived enjoyment and Malaysian consumers’ intention to use a single platform e-payment, SHS Web of Conferences, viewed 24 August 2020, Chin, LP & Ahmad, ZA 2015, Perceived enjoyment and Malaysian consumers’ intention to use a single platform e-payment, SHS Web of Conferences, viewed 24 August 2020, http://dx.doi.org/10.1051/shsconf/20151801009 http://dx.doi.org/10.1051/shsconf/201518...
) |
Malaysia |
Survey |
389 |
Consumers |
CFA, SEM |
Tai & Liu (2015) |
Vietnam |
Survey |
604 |
Consumers |
DS, CA, EFA, KMO, BTS, CFA, X², X²/df, CFI, TLI, RMSEA, SEM, ANOVA |
Dutot (2015Dutot, V 2015, Factors influencing Near Field Communication (NFC) adoption: an extended TAM approach, Journal of High Technology Management Research, vol. 26, pp. 45-57.) |
France |
Survey |
320 |
Users |
DS, PCA, CFA, CR, AVE, CA, PLS-SEM |
Gao & Waechter (2015Gao, L & Waechter, KA 2015, ‘Examining the role of initial trust in user adoption of mobile payment services: an empirical investigation’, Information Systems Frontiers, pp. 1-24. ) |
Australia |
Survey |
851 |
Users |
CFA, CA, AVE, CR, PLS-SEM,CMV, |
Mha (2015Mha, K 2015, A Mobile banking adoption model in the Jordanian market: an integration of TAM with perceived risks and perceived benefits, Journal of Internet Banking and Commerce, vol. 20, no. 3, pp. 1-35.) |
Jordan |
Survey |
404 |
Users |
PLS, CR, AVE, CA |
de Reuver et al. (2015de Reuver, M, Verschuur, E, Nikayin, F, Cerpa, N & Bouwman, H 2015, ‘Collective action for mobile payment platforms: a case study on collaboration issues between banks and telecom operators’,Electronic Commerce Research and Applications, vol. 14, no. 5, pp. 331-344.) |
Netherlands |
Interviews |
15 |
Merchants |
NA*
|
Mohammadi (2015Mohammadi, H 2015, A study of mobile banking loyalty in Iran, Computers in Human Behavior, vol. 44 pp. 35-47.) |
Iran |
Survey |
128 |
Consumers |
CFA, EFA, AVE, CR, CA, SEM |
Yang et al. (2015Yang, Q, Pang, C, Liu, L, Yen, DC & Tarn, JM, 2015, Exploring consumer perceived risk and trust for online payments: an empirical study in China’s younger generation, Computers in Human Behavior, vol. 50, pp. 9-24.) |
China |
Survey |
870 |
Consumers |
DS, ITA, PCA, CFA, AVE, CA, CR, X²/, X²/df, NFI, CFI, IFI, RFI, GFI, AGFI, RMSEA, SEM, |
|
|
|
|
|
|
Author (2014) |
Country |
Method |
N |
Focus |
Analysis |
Author (2014) |
Country |
Method |
N |
Focus |
Analysis |
Yan & Pan (2014Yan, H & Pan, K 2014, Examine user adoption of mobile payment using the TAM: a trust transfer perspective, Refereed papers from the Wuhan International Conference on e-Business (WHICEB 2014), pp.402-409, viewed 27 December 2017, 402-409, viewed 27 December 2017, http://aisel.aisnet.org/cgi/viewcontent.cgi?article=1060&context=whiceb2014 http://aisel.aisnet.org/cgi/viewcontent....
) |
China |
Survey |
220 |
Users |
CFA, AVE, CR, CA, X²/df, GFI, AGFI, CFI, NFI, RMSEA |
Mingxing, Jing &Yafang, (2014Mingxing, S, Jing, F & Yafang, L 2014, An empirical study on consumer acceptance of mobile payment based on the perceived risk and trust: Refereed paper from the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery 2014, pp. 312-317, viewed 17 January 2017, 312-317, viewed 17 January 2017, http://ieeexplore.ieee.org.ezproxy.cqu.edu.au/stamp/stamp.jsp?tp=&arnumber=6984325 http://ieeexplore.ieee.org.ezproxy.cqu.e...
) |
China |
Survey |
196 |
Consumers |
CR, AVE, CA, PLS-SEM |
Arvidsson (2014Arvidsson, N 2014,’Consumer attitudes on mobile payment services - results from a proof of concept test’, International Journal of Bank Marketing, vol. 32, no. 2, pp. 150-170. ) |
Sweden |
Survey |
169 |
Consumers |
MR, ANOVA |
Roy & Sinha (2014Roy, S & Sinha, I 2014, Determinants of customers’ acceptance of electronic payment system in Indian banking sector - a study, vol. 5, no. 1, pp. 177-187.) |
India |
Survey |
167 |
Consumers |
CA, FA |
Morosan (2014Morosan, C 2014, ‘Toward an integrated model of adoption of mobile phones for purchasing ancillary services in air travel’, International Journal of Contemporary Hospitality Management, vol. 26, no. 2, pp. 246-271.) |
USA |
Survey |
556 |
Consumers |
DS,CFA, X², X²/df, RMSEA, TLI, CFI, CR, SMC, AVE, SEM |
Govender & Sihlali (2014Govender, I & Sihlali, W 2014, A study of mobile banking adoption among university students using an extended TAM, Mediterranean Journal of Social Sciences, vol. 5, no. 7, pp. 451-459.) |
South Africa |
Survey |
71 |
Users |
CA, MR |
Anthony & Mutalemwa (2014Anthony, D & Mutalemwa, DK 2014, ‘Factors influencing the use of mobile payments in Tanzania: insights from Zantel’s Z-pesa services’,Journal of Language, Technology & Entrepreneurship in Africa, vol. 5, no. 2, pp. 69-90.) |
Tanzania |
Survey and Interviews |
120(CS)*** 10(CI)*** 1(MI)***
|
Consumers Merchants |
DS |
Ahmed et al (2014Ahmed, M, Almotairi, MA, Ullah, S & Alam, A 2014, Mobile banking adoption: a qualitative approach towards the assessment of TAM model in an emerging economy, Academic Research International, vol. 5, no.6, pp. 248-259.) |
Saudi Arabia |
Interview |
14 |
Users |
NA*
|
Liébana-Cabanillas, Sánchez-Fernández & Muñoz-Leiva (2014aLiébana-Cabanillas, F, Sánchez-Fernández, J & Muñoz-Leiva, F 2014a, ‘Antecedents of the adoption of the new mobile payment systems: the moderating effect of age’, Computers in Human Behavior, vol. 35, pp. 464-478. ) |
Spain |
Survey |
2012 |
Consumers |
CA, RC, AVE, SEM, MGA |
Engwanda (2014Engwanda, MN 2014, Factors Affecting Mobile Banking Adoption in the United States, PhD thesis, Walden University.) |
USA |
Survey |
385 |
Users |
CA, DS, EFA, MR, FA, CM, DRM, PM, CFI, AGFI, RMR, GFI, RMSEA, PA SEM |
Liébana-Cabanillas, Sánchez-Fernández & Muñoz-Leiva (2014bLiébana-Cabanillas, F, Sánchez-Fernández, J & Muñoz-Leiva, F 2014b, ‘Role of gender on acceptance of mobile payment’, Industrial Management & Data Systems, vol. 114, no. 2, pp. 220-240. ) |
Spain |
Survey |
2012 |
Users |
CFA, CA, CR, AVE, X², RMSEA, TLI, CFI, GFI, AGFI, SEM, MGA |
Shin & Lee (2014Shin, S & Lee, WJ 2014, The effects of technology readiness and technology acceptance on NFC mobile payment services in Korea, The Journal of Applied Business Research, vol. 30, no. 6, pp. 1615-1626.) |
Korea |
Survey |
585 |
Users |
EFA, CFA, CA, CR, AVE, GFI, CFI, SRMR, RMSEA, SEM |
Liébana-Cabanillas, Sánchez-Fernández & Muñoz-Leiva (2014cLiébana-Cabanillas, F, Sánchez-Fernández, J & Muñoz-Leiva, F 2014c, ‘The moderating effect of experience in the adoption of mobile payment tools in Virtual Social Networks: The m-Payment Acceptance Model in Virtual Social Networks (MPAM-VSN)’,International Journal of Information Management, vol. 34, no. 2, pp.151-166.) |
Spain |
Survey |
2012 |
Users |
EFA, KMO, BTS, X², RMSEA, TLI, CFI, GFI, AGFI CFA, CA, CR, AVE, MGA |
Li, Liu & Heikkilä (2014Li, J, Liu, JL & Ji, HY 2014, Empirical study of influence factors of adaption intention of mobile payment based on TAM model in China, International Journal of u- and e- Service, Science and Technology, vol.7, no.1, pp.119-132.) |
China |
Survey |
377 |
Users |
FL, CR, AVE, CA, PLS-SEM |
Shaw (2014Shaw, N 2014, ‘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. ) |
Canada |
Survey |
284 |
Consumers |
DS, CA, AVE, CR, PLS |
Li, Liu & Ji, (2014Li, H, Liu, Y & Heikkilä, J 2014, Understanding the factors driving NFC-enabled mobile payment adoption: an empirical investigation, paper presented at Pacific Asia Conference on Information Systems (PACIS), Chengdu, China, viewed 28 August 2020, Li, H, Liu, Y & Heikkilä, J 2014, Understanding the factors driving NFC-enabled mobile payment adoption: an empirical investigation, paper presented at Pacific Asia Conference on Information Systems (PACIS), Chengdu, China, viewed 28 August 2020, http://aisel.aisnet.org/pacis2014/231 http://aisel.aisnet.org/pacis2014/231...
) |
China |
Survey |
623 |
Users |
CA, CFA, GFI, AGFI, NFI, IFI, CFI, RMSEA |
Author (2013) |
Country |
Method |
N |
Focus |
Analysis |
Author (2013) |
Country |
Method |
N |
Focus |
Analysis |
Aboelmaged & Gebba (2013Aboelmaged, MG & Gebba, TR 2013, Mobile banking adoption: an examination of technology acceptance model and theory of planned behavior, International Journal of Business Research and Development, vol. 2, no. 1, pp. 35‐50.) |
UAE |
Survey |
119 |
Users |
CFA, CA |
Liébana-Cabanillas, Muñoz-Leiva & Sánchez-Fernández (2013Liébana-Cabanillas, F, Muñoz-Leiva, F & Sánchez-Fernández, J 2013, The impact of risk on the technological acceptance of mobile payment services, Global Business Perspective, vol.1, pp. 309-328.) |
Spain |
Survey |
684 |
Users |
CFA, Ratio x², RMSEA, TLI, NFI, CFI, GFI, AGFI, FA, SEM |
Ho et al. (2013Ho, E, Apostu, S, Michahelles, F & Ilic, A 2013, Digital receipts: fostering mobile payment adoption, International Joint Conference on Ambient Intelligence, vol. 8309, pp. 140-149.) |
Switzerland |
Interviews |
12 |
Users |
NA*
|
Fonchamnyo (2013Fonchamnyo, DC 2013, Customers’ perception of e-banking adoption in Cameroon: an empirical assessment of an extended TAM, International Journal of Economics and Finance, vol. 5, no. 1, pp. 166-176.) |
Cameroon |
Survey |
210 |
Consumers |
CA CR, AVE, SEM |
Guhr, Wiegard & Breitner (2013Guhr, N, Wiegard, TLR, & Breitner, MH 2013, Technology readiness in customers’ perception and acceptance of m(obile)-payment: an empirical study in Finland, Germany, the USA and Japan, paper presented at 11th International Conference on Wirtschaftsinformatik, Leipzig, Germany, pp. 1-8, viewed 26 August 2020, 1-8, viewed 26 August 2020, https://aisel.aisnet.org/cgi/viewcontent.cgi?article=1007&context=wi2013 https://aisel.aisnet.org/cgi/viewcontent...
) |
Finland, Germany, USA and Japan |
Survey |
270 |
Consumers |
CR, CA, AVE, SEM |
|
|
|
|
|
|