I. Ajzen, The theory of planned behavior, Organizational Behavior and Human Decision Processes, vol.50, issue.2, pp.179-211, 1991.

A. A. Alalwan, Y. K. Dwivedi, and N. P. Rana, Factors influencing adoption of mobile banking by Jordanian bank customers: Extending UTAUT2 with trust, International Journal of Information Management, vol.37, issue.3, pp.99-110, 2017.

A. A. Alalwan, Y. K. Dwivedi, N. P. Rana, and M. D. Williams, 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, issue.1, pp.118-139, 2016.

A. M. Baabdullah, Consumer adoption of Mobile Social Network Games (M-SNGs) in Saudi Arabia: The role of social influence, hedonic motivation and trust, Technology in Society, vol.53, pp.91-102, 2018.

A. M. Baabdullah, Factors Influencing Adoption of Mobile Social Network Games (M-SNGs): The Role of Awareness, Information Systems Frontiers, pp.1-17, 2018.

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, 2019.

A. M. Baabdullah, A. A. Alalwan, N. P. Rana, P. Patil, and Y. K. Dwivedi, , 2019.

, An integrated model for m-banking adoption in Saudi Arabia, International Journal of Bank Marketing, vol.37, issue.2, pp.452-478

A. Bhattacherjee, Social Science Research: Principles, Methods, and Practices, 2012.

L. V. Casaló, C. Flavián, and M. Guinalíu, The role of security, privacy, usability and reputation in the development of online banking, Online Information Review, vol.31, issue.5, pp.583-603, 2007.

R. Chandy and H. Gu, Identifying spam in the iOS app store, Proceedings of the 2nd Joint WICOW/AIRWeb Workshop on Web Quality, pp.56-59, 2012.

M. Chen and X. Liu, Predicting popularity of online distributed applications: iTunes app store case analysis, Proceedings of the 2011 iConference, pp.661-663, 2011.

F. D. Davis, R. P. Bagozzi, and P. R. Warshaw, User acceptance of computer technology: A comparison of two theoretical models, Management Science, vol.35, issue.8, pp.982-1003, 1989.

Y. K. Dwivedi, N. P. Rana, H. Chen, and M. D. Williams, A Meta-analysis of the Unified Theory of Acceptance and Use of Technology (UTAUT), IFIP international working conference on governance and sustainability in information systems-managing the transfer and diffusion of it, pp.155-170, 2011.
URL : https://hal.archives-ouvertes.fr/hal-01571726

Y. K. Dwivedi, M. R. Wade, and . Schneberger, Information systems theory: Explaining and predicting our digital society, vol.1, 2011.

Y. K. Dwivedi, D. Wastell, S. Laumer, H. Z. Henriksen, M. D. Myers et al.,

S. C. Srivastava, Research on information systems failures and successes: Status update and future directions, Information Systems Frontiers, vol.17, issue.1, pp.143-157, 2015.

Y. K. Dwivedi, M. A. Shareef, A. C. Simintiras, B. Lal, and V. Weerakkody, A generalised adoption model for services: A cross-country comparison of mobile health (m-health), Government Information Quarterly, vol.33, issue.1, pp.174-187, 2016.

Y. K. Dwivedi, N. P. Rana, M. Janssen, B. Lal, M. D. Williams et al., An empirical validation of a unified model of electronic government adoption (UMEGA), Government Information Quarterly, vol.34, issue.2, pp.211-230, 2017.

Y. K. Dwivedi, N. P. Rana, A. Jeyaraj, M. Clement, and M. D. Williams, , 2017.

, Re-examining the unified theory of acceptance and use of technology (UTAUT): Towards a revised theoretical model, Information Systems Frontiers, pp.1-16

A. Finkelstein, M. Harman, Y. Jia, W. Martin, F. Sarro et al., Investigating the relationship between price, rating, and popularity in the, Blackberry World App Store. Information and Software Technology, vol.87, pp.119-139, 2017.

N. Genc-nayebi and A. Abran, A systematic literature review: Opinion mining studies from mobile app store user reviews, Journal of Systems and Software, vol.125, pp.207-219, 2017.

E. Ha and D. Wagner, Do Android users write about electric sheep? Examining consumer reviews in Google Play, 2013 IEEE 10th Consumer Communications and Networking Conference (CCNC), pp.149-157, 2013.

J. F. Hair, W. C. Black, B. J. Babin, and R. E. Anderson, Multivariate Data Analysis: A Global Perspective, 2010.

M. Harman, Y. Jia, and Y. Zhang, App store mining and analysis: MSR for app stores, Proceedings of the 9th IEEE Working Conference on Mining Software Repositories, pp.108-111, 2012.

C. Iacob, V. Veerappa, and R. Harrison, What are you complaining about? A study of online reviews of mobile applications, Proceedings of the 27th International BCS Human Computer Interaction Conference, p.29, 2013.

K. K. Kapoor, Y. K. Dwivedi, and M. D. Williams, Rogers' innovation adoption attributes: A systematic review and synthesis of existing research, Information Systems Management, vol.31, issue.1, pp.74-91, 2014.

K. K. Kapoor, Y. K. Dwivedi, and M. D. Williams, Innovation adoption attributes: a review and synthesis of research findings, European Journal of Innovation Management, vol.17, issue.3, pp.327-348, 2014.

E. Lee and S. Han, Determinants of adoption of mobile health services, Online Information Review, vol.39, issue.4, pp.556-573, 2015.

T. Lee, The impact of perceptions of interactivity on customer trust and transaction intentions in mobile commerce, Journal of Electronic Commerce Research, vol.6, issue.3, pp.165-180, 2005.

C. Z. Liu, Y. A. Au, and H. S. Choi, Effects of freemium strategy in the mobile app market: An empirical study of Google Play, Journal of Management Information Systems, vol.31, issue.3, pp.326-354, 2014.

Y. Liu, Developing a scale to measure the interactivity of websites, Journal of Advertising Research, vol.43, issue.2, pp.207-216, 2003.

N. Mallat, M. Rossi, V. K. Tuunainen, and A. Öörni, The impact of use context on mobile services acceptance: The case of mobile ticketing, Information and Management, vol.46, issue.3, pp.190-195, 2009.

Y. A. Mei-ling, M. C. Chuang, and H. S. Chun-cheng, The Kano model analysis of features for mobile security applications, Computers and Security, vol.78, pp.336-346, 2018.

J. C. Nunnally, I. H. Bernstein, and J. M. Berge, Psychometric Theory, 1967.

N. P. Rana, Y. K. Dwivedi, B. Lal, M. D. Williams, and M. Clement, , 2017.

, Citizens' adoption of an electronic government system: towards a unified view, Information Systems Frontiers, vol.19, issue.3, pp.549-568

N. P. Rana, Y. K. Dwivedi, M. D. Williams, and V. Weerakkody, Adoption of online public grievance redressal system in India: Toward developing a unified view, Computers in Human Behavior, vol.59, pp.265-282, 2016.

E. M. Rogers, Diffusion of Innovations, 2003.

P. Roma and D. Ragaglia, Revenue models, in-app purchase, and the app performance: Evidence from Apple's App Store and Google Play, Electronic Commerce Research and Applications, vol.17, pp.173-190, 2016.

G. C. Shen, Users' adoption of mobile applications: Product type and message framing's moderating effect, Journal of Business Research, vol.68, issue.11, pp.2317-2321, 2015.

J. P. Singh, S. Irani, N. P. Rana, Y. K. Dwivedi, S. Saumya et al., Predicting the "helpfulness" of online consumer reviews, Journal of Business Research, vol.70, pp.346-355, 2017.

E. L. Slade, Y. K. Dwivedi, N. C. Piercy, and M. D. Williams, Modeling consumers' adoption intentions of remote mobile payments in the United Kingdom: extending UTAUT with innovativeness, risk, and trust, Psychology & Marketing, vol.32, issue.8, pp.860-873, 2015.

E. Slade, M. Williams, Y. Dwivedi, and N. Piercy, Exploring consumer adoption of proximity mobile payments, Journal of Strategic Marketing, vol.23, issue.3, pp.209-223, 2015.

S. Sohn, A contextual perspective on consumers' perceived usefulness: The case of mobile online shopping, Journal of Retailing and Consumer Services, vol.38, pp.22-33, 2017.

J. Song, J. Kim, D. R. Jones, J. Baker, and W. W. Chin, Application discoverability and user satisfaction in mobile application stores: An environmental psychology perspective, Decision Support Systems, vol.59, pp.37-51, 2014.

. Statista, Mobile app usage: Statistics and Facts, 2018.

. Statista, Number of mobile app downloads worldwide in 2017, 2018.

B. G. Tabachnick, L. S. Fidell, and J. B. Ullman, Using Multivariate Statistics, 2007.

K. Tamilmani, N. P. Rana, and Y. K. Dwivedi, A systematic review of citations of UTAUT2 article and its usage trends, Conference on e-Business, eServices and e-Society, pp.38-49, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01768514

K. Tamilmani, N. P. Rana, and Y. K. Dwivedi, Use of 'Habit'Is not a Habit in Understanding Individual Technology Adoption: A Review of UTAUT2 Based Empirical Studies, International Working Conference on Transfer and Diffusion of IT, pp.277-294, 2018.
URL : https://hal.archives-ouvertes.fr/hal-02068947

K. Tamilmani, N. P. Rana, N. Prakasam, and Y. K. Dwivedi, The battle of Brain vs. Heart: A literature review and meta-analysis of "hedonic motivation" use in UTAUT2, International Journal of Information Management, vol.46, pp.222-235, 2019.

T. Wei, T. Marthandan, G. , Y. Chong, A. Ooi et al., What drives Malaysian m-commerce adoption? An empirical analysis. Industrial Management and Data Systems, vol.109, pp.370-388, 2009.

V. Venkatesh, M. G. Morris, G. B. Davis, and F. D. Davis, User acceptance of information technology: Toward a unified view, MIS Quarterly, vol.27, issue.3, pp.425-478, 2003.

V. Venkatesh, J. Y. Thong, and X. Xu, Consumer acceptance and use of information technology: Extending the unified theory of acceptance and use of technology, MIS Quarterly, vol.36, issue.1, pp.157-178, 2012.

Y. S. Wang, T. H. Tseng, W. T. Wang, Y. W. Shih, and P. Y. Chan, , 2019.

, Developing and validating a mobile catering app success model, International Journal of Hospitality Management, vol.77, pp.19-30

M. D. Williams, N. P. Rana, and Y. K. Dwivedi, The unified theory of acceptance and use of technology (UTAUT): a literature review, Journal of Enterprise Information Management, vol.28, issue.3, pp.443-488, 2015.

L. Zhao and Y. Lu, Enhancing perceived interactivity through network externalities: An empirical study on micro-blogging service satisfaction and continuance intention, Decision Support Systems, vol.53, issue.4, pp.825-834, 2012.

A. Zuiderwijk, M. Janssen, and Y. K. Dwivedi, Acceptance and use predictors of open data technologies: Drawing upon the unified theory of acceptance and use of technology, Government information quarterly, vol.32, issue.4, pp.429-440, 2015.