{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T13:20:32Z","timestamp":1783430432847,"version":"3.54.6"},"reference-count":75,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2012,3,23]],"date-time":"2012-03-23T00:00:00Z","timestamp":1332460800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Electron Commer Res"],"published-print":{"date-parts":[[2012,5]]},"DOI":"10.1007\/s10660-012-9092-x","type":"journal-article","created":{"date-parts":[[2012,3,23]],"date-time":"2012-03-23T07:15:06Z","timestamp":1332486906000},"page":"225-248","source":"Crossref","is-referenced-by-count":211,"title":["Modeling users\u2019 acceptance of mobile services"],"prefix":"10.1007","volume":"12","author":[{"given":"Theodora","family":"Zarmpou","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vaggelis","family":"Saprikis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Angelos","family":"Markos","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maro","family":"Vlachopoulou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2012,3,23]]},"reference":[{"issue":"2","key":"9092_CR1","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1016\/0749-5978(91)90020-T","volume":"50","author":"I. Ajzen","year":"1991","unstructured":"Ajzen, I. (1991). Theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179\u2013211.","journal-title":"Organizational Behavior and Human Decision Processes"},{"key":"9092_CR2","first-page":"1","volume-title":"Proceedings of the 41st Hawaii international conference on system sciences (HICSS)","author":"S. Al Awadhi","year":"2008","unstructured":"Al Awadhi, S., & Morris, A. (2008). The Use of the UTAUT model in the adoption of e-government services in Kuwait. In Proceedings of the 41st Hawaii international conference on system sciences (HICSS), Waikoloa (pp. 1\u20135)."},{"issue":"6","key":"9092_CR3","doi-asserted-by":"crossref","first-page":"739","DOI":"10.1108\/02635570910968018","volume":"109","author":"J. Aldas-Manzano","year":"2009","unstructured":"Aldas-Manzano, J., Ruiz-Mafe, C., & Sanz-Blas, S. (2009). Exploring individual personality factors as drivers of m-shopping acceptance. Industrial Management & Data Systems, 109(6), 739\u2013757.","journal-title":"Industrial Management & Data Systems"},{"issue":"1","key":"9092_CR4","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1007\/s10660-010-9070-0","volume":"11","author":"A. Aloudat","year":"2011","unstructured":"Aloudat, A., & Michael, K. (2011). Toward the regulation of ubiquitous mobile government: a case study on location-based emergency services in Australia. Electronic Commerce Research, 11(1), 31\u201374.","journal-title":"Electronic Commerce Research"},{"key":"9092_CR5","first-page":"39","volume-title":"Proceedings of the 7th annual conference of the Southern Association for Information Systems","author":"J. Anderson","year":"2003","unstructured":"Anderson, J., & Schwager, P. (2003). SME adoption of wireless LAN technology: applying the UTAUT model. In Proceedings of the 7th annual conference of the Southern Association for Information Systems (pp. 39\u201343). Savannah: SAIS."},{"key":"9092_CR6","first-page":"441","volume-title":"Proceedings of the 4th international conference on mobile business","author":"N. Androulidakis","year":"2005","unstructured":"Androulidakis, N., & Androulidakis, I. (2005). Perspectives of mobile advertising in Greece. In Proceedings of the 4th international conference on mobile business, Sydney (pp. 441\u2013444). New York: IEEE Press."},{"key":"9092_CR7","unstructured":"Athens University of Economics and Business and ICAP GROUP (2008). Social-financial overview of the mobile phone industry in Greece (in Greek). http:\/\/www.sepe.gr\/files\/pdf\/Executive%20Summary.pdf . Accessed May 2011."},{"issue":"4","key":"9092_CR8","doi-asserted-by":"crossref","first-page":"348","DOI":"10.1177\/009207002236910","volume":"30","author":"S. Balasubramanian","year":"2002","unstructured":"Balasubramanian, S., Peterson, R. A., & Jarvenpaa, S. L. (2002). Exploring the implications of m-commerce for markets and marketing. Journal of the Academy of Marketing Science, 30(4), 348\u2013361.","journal-title":"Journal of the Academy of Marketing Science"},{"issue":"2","key":"9092_CR9","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1504\/IJMC.2004.004663","volume":"2","author":"S. J. Barnes","year":"2004","unstructured":"Barnes, S. J., & Scornavacca, E. (2004). Mobile marketing: the role of permission and acceptance. International Journal of Mobile Communication, 2(2), 128\u2013138.","journal-title":"International Journal of Mobile Communication"},{"issue":"1","key":"9092_CR10","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1002\/dir.10000","volume":"16","author":"P. Barwise","year":"2001","unstructured":"Barwise, P., & Strong, C. (2001). Permission-based mobile advertising. Journal of Interactive Marketing, 16(1), 14\u201324.","journal-title":"Journal of Interactive Marketing"},{"issue":"2","key":"9092_CR11","doi-asserted-by":"crossref","first-page":"238","DOI":"10.1037\/0033-2909.107.2.238","volume":"107","author":"P. M. Bentler","year":"1990","unstructured":"Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238\u2013246.","journal-title":"Psychological Bulletin"},{"issue":"1","key":"9092_CR12","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1080\/07421222.2002.11045715","volume":"19","author":"A. Bhattacherjee","year":"2002","unstructured":"Bhattacherjee, A. (2002). Individual trust in online firms: Scale development and initial test. Journal of Management Information Systems, 19(1), 211\u2013241.","journal-title":"Journal of Management Information Systems"},{"key":"9092_CR13","first-page":"136","volume-title":"Testing structural equation models","author":"M. W. Browne","year":"1993","unstructured":"Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J.\u00a0S. Long (Eds.), Testing structural equation models (pp. 136\u2013162). Thousand Oaks: Sage."},{"issue":"1","key":"9092_CR14","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1016\/j.csi.2007.11.006","volume":"31","author":"G. B\u00fcy\u00fck\u00f6zkan","year":"2009","unstructured":"B\u00fcy\u00fck\u00f6zkan, G. (2009). Determining the mobile commerce user requirements using an analytic approach. Computer Standards & Interfaces, 31(1), 144\u2013152.","journal-title":"Computer Standards & Interfaces"},{"issue":"1","key":"9092_CR15","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1504\/IJMC.2008.015997","volume":"6","author":"L. Chen","year":"2008","unstructured":"Chen, L. (2008). A model of consumer acceptance of mobile payment. International Journal of Mobile Communications, 6(1), 32\u201352.","journal-title":"International Journal of Mobile Communications"},{"issue":"3","key":"9092_CR16","first-page":"25","volume":"24","author":"J. Chen","year":"2003","unstructured":"Chen, J., & Tong, L. (2003). Analysis of mobile phone\u2019s innovative will and leading customers. Science Research Management, 24(3), 25\u201331.","journal-title":"Science Research Management"},{"issue":"3\u20134","key":"9092_CR17","doi-asserted-by":"crossref","first-page":"315","DOI":"10.1007\/s10660-007-9009-2","volume":"7","author":"Q. Chen","year":"2007","unstructured":"Chen, Q., Chen, H., & Kazman, R. (2007). Investigating antecedents of technology acceptance of initial eCRM users beyond generation X and the role of self-construal. Electronic Commerce Research, 7(3\u20134), 315\u2013339.","journal-title":"Electronic Commerce Research"},{"key":"9092_CR18","first-page":"1","volume-title":"Proceedings of the 40th Hawaii international conference on system science (HICSS)","author":"D. Y. Cho","year":"2007","unstructured":"Cho, D. Y., Kwon, H. J., & Lee, H. Y. (2007). Analysis of trust in internet and mobile commerce adoption. In Proceedings of the 40th Hawaii international conference on system science (HICSS), Waikoloa (pp. 1\u201310)."},{"issue":"5","key":"9092_CR19","doi-asserted-by":"crossref","first-page":"515","DOI":"10.1504\/IJMC.2009.024391","volume":"7","author":"M. Crabbe","year":"2009","unstructured":"Crabbe, M., Standing, C., & Standing, S. (2009). An adoption model for mobile banking in Ghana. International Journal of Mobile Communications, 7(5), 515\u2013543.","journal-title":"International Journal of Mobile Communications"},{"issue":"3","key":"9092_CR20","doi-asserted-by":"crossref","first-page":"319","DOI":"10.2307\/249008","volume":"13","author":"D. Davis","year":"1989","unstructured":"Davis, D. (1989). Perceived usefulness, perceived ease of use and user acceptance of information technology. Management Information Systems Quarterly, 13(3), 319\u2013340.","journal-title":"Management Information Systems Quarterly"},{"issue":"1","key":"9092_CR21","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1287\/isre.3.1.60","volume":"3","author":"W. H. DeLone","year":"1992","unstructured":"DeLone, W. H., & McLean, E. R. (1992). Information systems success: the quest for the dependent variable. Information Systems Research, 3(1), 60\u201395.","journal-title":"Information Systems Research"},{"key":"9092_CR22","volume-title":"Wireless communications and mobile commerce","author":"N. Dholakia","year":"2004","unstructured":"Dholakia, N., Dholakia, R., Lehrer, M., & Kshetri, N. (2004). Patterns, opportunities, and challenges in the emerging global m-commerce landscape. In N. Shi (Ed.), Wireless communications and mobile commerce, Singapore. Hershey: Idea Group."},{"issue":"3","key":"9092_CR23","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1057\/palgrave.jdm.3240043","volume":"8","author":"S. Doyle","year":"2001","unstructured":"Doyle, S. (2001). Software review: Using short message services as a marketing tool. Journal of Database Marketing, 8(3), 273\u2013277.","journal-title":"Journal of Database Marketing"},{"issue":"4","key":"9092_CR24","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1080\/02642068800000063","volume":"8","author":"B. Edvardsson","year":"1988","unstructured":"Edvardsson, B. (1988). Service quality in customer relationships: A study of critical incidents in mechanical engineering companies. The Service Industries Journal, 8(4), 427\u2013445.","journal-title":"The Service Industries Journal"},{"key":"9092_CR25","first-page":"252","volume":"9","author":"D. El-Kasheir","year":"2009","unstructured":"El-Kasheir, D., Ashour, A., & Yacout, O. (2009). Factors affecting continued usage of internet banking among Egyptian customers. Communications of the IBIMA, 9, 252\u2013263.","journal-title":"Communications of the IBIMA"},{"key":"9092_CR26","volume-title":"Belief, attitude, intention and behavior: an introduction to theory and research","author":"M. Fishbein","year":"1975","unstructured":"Fishbein, M., & Ajzen, I. (1975). Belief, attitude, intention and behavior: an introduction to theory and research. Reading: Addison-Wesley."},{"issue":"4","key":"9092_CR27","doi-asserted-by":"crossref","first-page":"1105","DOI":"10.1177\/0013164493053004023","volume":"53","author":"L. Flynn","year":"1993","unstructured":"Flynn, L., & Goldsmith, R. (1993). A validation of the Goldsmith and Hofacker innovativeness scale. Educational and Psychological Measurement, 53(4), 1105\u20131116.","journal-title":"Educational and Psychological Measurement"},{"issue":"2","key":"9092_CR28","doi-asserted-by":"crossref","first-page":"7","DOI":"10.2979\/ESJ.2003.2.2.7","volume":"2","author":"D. Gefen","year":"2003","unstructured":"Gefen, D., & Straub, D. W. (2003). Managing user trust in B2C e-services. E-Service Journal, 2(2), 7\u201324.","journal-title":"E-Service Journal"},{"key":"9092_CR29","unstructured":"Geser, H. (2004). Towards a sociological theory of the mobile phone (release 3.0). Z\u00fcrich: University of Z\u00fcrich. Institute of Sociology: Sociology of the Mobile Phone. http:\/\/socio.ch\/mobile\/t_geser1.htm . Accessed 21 June 2011."},{"issue":"1","key":"9092_CR30","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1016\/j.csi.2007.11.006","volume":"31","author":"B. G\u00fcl\u00e7in","year":"2009","unstructured":"G\u00fcl\u00e7in, B. (2009). Determining the mobile commerce user requirements using an analytic approach. Computer Standards & Interfaces, 31(1), 144\u2013152.","journal-title":"Computer Standards & Interfaces"},{"issue":"5","key":"9092_CR31","doi-asserted-by":"crossref","first-page":"565","DOI":"10.1016\/j.jbusres.2008.06.016","volume":"62","author":"S. Ha","year":"2009","unstructured":"Ha, S., & Stoel, L. (2009). Consumer e-shopping acceptance: Antecedents in a technology acceptance model. Journal of Business Research, 62(5), 565\u2013571.","journal-title":"Journal of Business Research"},{"key":"9092_CR32","volume-title":"Multivariate data analysis","author":"J. Hair","year":"2006","unstructured":"Hair, J., Black, W., Babin, B., Anderson, R., & Tatham, R. (2006). Multivariate data analysis. New York: Prentice Hall."},{"issue":"4","key":"9092_CR33","doi-asserted-by":"crossref","first-page":"377","DOI":"10.1007\/s10257-005-0022-5","volume":"3","author":"C. W. Holsapple","year":"2005","unstructured":"Holsapple, C. W., & Sasidharan, S. (2005). The dynamics of trust in online B2C e-commerce: a\u00a0research model and agenda. Information Systems and E-business Management, 3(4), 377\u2013403.","journal-title":"Information Systems and E-business Management"},{"issue":"3","key":"9092_CR34","doi-asserted-by":"crossref","first-page":"1819","DOI":"10.1016\/j.dss.2006.03.009","volume":"42","author":"S. Hong","year":"2006","unstructured":"Hong, S., Thong, J., & Tam, K. (2006). Understanding continued information technology usage behavior: a comparison of three models in the context of mobile internet. Decision Support Systems, 42(3), 1819\u20131834.","journal-title":"Decision Support Systems"},{"issue":"1","key":"9092_CR35","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.im.2007.03.005","volume":"45","author":"I. Im","year":"2008","unstructured":"Im, I., Kim, Y., & Han, H. (2008). The effects of perceived risk and technology type on users\u2019 acceptance of technologies. Information & Management, 45(1), 1\u20139.","journal-title":"Information & Management"},{"key":"9092_CR36","unstructured":"Information Systems Technologies Laboratory (IST Lab) (2007). Research about the tendency in the use of Mobile Data Services in Greece (Comparison study 2006\u20132007, in Greek). Athens: Athens University of Economics, Wireless Research Center."},{"issue":"4","key":"9092_CR37","first-page":"78","volume":"3","author":"M. Kang","year":"2010","unstructured":"Kang, M. (2010). The mobile big bang. SERI Quarterly, 3(4), 78\u201385.","journal-title":"SERI Quarterly"},{"key":"9092_CR38","first-page":"1","volume-title":"Proceedings of the 34th Hawaii international conference on system sciences (HICSS)","author":"P. K. Kannan","year":"2001","unstructured":"Kannan, P. K., Chang, A., & Whinston, A. B. (2001). Wireless commerce: Marketing issues and possibilities. In Proceedings of the 34th Hawaii international conference on system sciences (HICSS), Maui (pp. 1\u20136)."},{"issue":"3","key":"9092_CR39","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1007\/s10796-008-9073-8","volume":"11","author":"S. Kim","year":"2008","unstructured":"Kim, S., & Garrison, G. (2008). Investigating mobile wireless technology adoption: An extension of the technology acceptance model. Information Systems Frontiers, 11(3), 323\u2013333.","journal-title":"Information Systems Frontiers"},{"key":"9092_CR40","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1016\/j.dss.2005.05.009","volume":"43","author":"H. W. Kim","year":"2007","unstructured":"Kim, H. W., Chan, H. C., & Gupta, S. (2007). Value-based adoption of mobile internet: an empirical investigation. Decision Support Systems, 43, 111\u2013126.","journal-title":"Decision Support Systems"},{"key":"9092_CR41","volume-title":"Principles and practice of structural equation modelling","author":"R. B. Kline","year":"2005","unstructured":"Kline, R. B. (2005). Principles and practice of structural equation modelling (2nd edn.). New York: Guilford.","edition":"2"},{"issue":"1","key":"9092_CR42","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1016\/j.chb.2008.07.007","volume":"25","author":"Y. Kuo","year":"2009","unstructured":"Kuo, Y., & Yen, S. (2009). Towards an understanding of the behavioral intention to use 3G mobile value-added services. Computers in Human Behavior, 25(1), 103\u2013110.","journal-title":"Computers in Human Behavior"},{"issue":"4","key":"9092_CR43","doi-asserted-by":"crossref","first-page":"315","DOI":"10.2753\/MTP1069-6679150403","volume":"15","author":"R. Lacey","year":"2007","unstructured":"Lacey, R. (2007). Relationship drivers of customer commitment. Journal of Marketing Theory and Practice, 15(4), 315\u2013333.","journal-title":"Journal of Marketing Theory and Practice"},{"issue":"4","key":"9092_CR44","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1002\/dir.20119","volume":"22","author":"S. Lam","year":"2008","unstructured":"Lam, S., Chiang, J., & Parasuraman, A. (2008). The effects of the dimensions of technology readiness on technology acceptance: An empirical analysis. Journal of Interactive Marketing, 22(4), 19\u201339.","journal-title":"Journal of Interactive Marketing"},{"issue":"2","key":"9092_CR45","doi-asserted-by":"crossref","first-page":"202","DOI":"10.1177\/1094428105284919","volume":"9","author":"C. E. Lance","year":"2006","unstructured":"Lance, C. E., Butts, M. M., & Michels, L. C. (2006). The sources of four commonly reported cutoff criteria. What did they really say? Organizational Research Methods, 9(2), 202\u2013220.","journal-title":"Organizational Research Methods"},{"issue":"3","key":"9092_CR46","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1016\/j.jsis.2005.07.003","volume":"14","author":"J. Lu","year":"2005","unstructured":"Lu, J., Yao, J., & Yu, C. (2005). Personal innovativeness, social influences and adoption of wireless internet services via mobile technology. Journal of Strategic Information Systems, 14(3), 245\u2013268.","journal-title":"Journal of Strategic Information Systems"},{"issue":"4","key":"9092_CR47","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1086\/208701","volume":"4","author":"D. Midgley","year":"1978","unstructured":"Midgley, D., & Dowling, G. (1978). Innovativeness: the concept and its measurement. Journal of Consumer Research, 4(4), 229\u2013242.","journal-title":"Journal of Consumer Research"},{"issue":"3","key":"9092_CR48","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1016\/S1007-0214(08)70042-7","volume":"13","author":"Q. Min","year":"2008","unstructured":"Min, Q., Ji, S., & Qu, G. (2008). Mobile commerce user acceptance study in China: a revised UTAUT model. Tsinghua Science and Technology, 13(3), 257\u2013264.","journal-title":"Tsinghua Science and Technology"},{"issue":"4","key":"9092_CR49","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1023\/B:ELEC.0000037082.39182.3a","volume":"4","author":"S. Misra","year":"2004","unstructured":"Misra, S., & Wickamasinghe, N. (2004). Security of a mobile transaction. Electronic Commerce Research, 4(4), 359\u2013372.","journal-title":"Electronic Commerce Research"},{"key":"9092_CR50","doi-asserted-by":"crossref","first-page":"481","DOI":"10.4135\/9781452231310.n18","volume-title":"Handbook of relationship marketing","author":"R. M. Morgan","year":"2000","unstructured":"Morgan, R. M. (2000). Relationship marketing and marketing strategy: the evolution of relationship marketing within the organization. In J. N. Sheth & A. Parvatiyar (Eds.), Handbook of relationship marketing (pp. 481\u2013505). Thousand Oaks: Sage."},{"issue":"1","key":"9092_CR51","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/j.dss.2005.05.003","volume":"43","author":"E. W. T. Ngai","year":"2007","unstructured":"Ngai, E. W. T., & Gunasekaran, A. (2007). A review for mobile commerce research and applications. Decision Support Systems, 43(1), 3\u201315.","journal-title":"Decision Support Systems"},{"issue":"3","key":"9092_CR52","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1177\/1094670504271151","volume":"7","author":"H. Nysveen","year":"2005","unstructured":"Nysveen, H., Pedersen, P., Thorbjornsen, H., & Berthon, P. (2005). Mobilizing the brand: The effects of mobile services on brand relationships and main channel use. Journal of Service Research, 7(3), 257\u2013276.","journal-title":"Journal of Service Research"},{"issue":"3","key":"9092_CR53","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1080\/10864415.2003.11044275","volume":"7","author":"P. Pavlou","year":"2003","unstructured":"Pavlou, P. (2003). Consumer acceptance of electronic commerce: Integrating trust and risk with the technology acceptance model. International Journal of Electronic Commerce, 7(3), 101\u2013134.","journal-title":"International Journal of Electronic Commerce"},{"key":"9092_CR54","volume-title":"Proceedings of the 35th Hawaii international conference on system sciences (HICSS)","author":"P. Pedersen","year":"2002","unstructured":"Pedersen, P., Methlie, L., & Thorbjornsen, H. (2002). Understanding mobile commerce end-user adoption: a triangulation perspective and suggestions for an exploratory service evaluation framework. In Proceedings of the 35th Hawaii international conference on system sciences (HICSS), Hawaii."},{"issue":"1","key":"9092_CR55","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1007\/s10660-010-9068-7","volume":"11","author":"K. Petrova","year":"2011","unstructured":"Petrova, K., & Wang, B. (2011). Location-based services deployment and demand: a roadmap model. Electronic Commerce Research, 11(1), 5\u201329.","journal-title":"Electronic Commerce Research"},{"issue":"4","key":"9092_CR56","doi-asserted-by":"crossref","first-page":"574","DOI":"10.1016\/j.jss.2009.10.036","volume":"83","author":"G. Polan\u010di\u010d","year":"2010","unstructured":"Polan\u010di\u010d, G., Heri\u010dko, M., & Rozman, I. (2010). An empirical examination of application frameworks success based on technology acceptance model. The Journal of Systems and Software, 83(4), 574\u2013584.","journal-title":"The Journal of Systems and Software"},{"issue":"3","key":"9092_CR57","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1002\/sres.964","volume":"26","author":"J. Qi","year":"2009","unstructured":"Qi, J., Li, L., Li, Y., & Shu, H. (2009). An extension of technology acceptance model: Analysis of the adoption of mobile data services in China. Systems Research and Behavioral Science, 26(3), 391\u2013407.","journal-title":"Systems Research and Behavioral Science"},{"key":"9092_CR58","volume-title":"Diffusion of innovations","author":"M. Rogers","year":"1995","unstructured":"Rogers, M. (1995). Diffusion of innovations. New York: Free Press."},{"issue":"2","key":"9092_CR59","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1016\/j.elerap.2004.10.006","volume":"4","author":"A. Scharl","year":"2005","unstructured":"Scharl, A., Dickinger, A., & Murphy, J. (2005). Diffusion and success factors of mobile marketing. Electronic Commerce Research and Applications, 4(2), 159\u2013173.","journal-title":"Electronic Commerce Research and Applications"},{"issue":"3\u20134","key":"9092_CR60","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/S1567-4223(02)00017-0","volume":"1","author":"B. Suh","year":"2002","unstructured":"Suh, B., & Han, I. (2002). Effect of trust on customer acceptance of Internet banking. Electronic Commerce Research and Applications, 1(3\u20134), 247\u2013263.","journal-title":"Electronic Commerce Research and Applications"},{"issue":"2","key":"9092_CR61","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1504\/IJMC.2007.011814","volume":"5","author":"A. Sulaiman","year":"2007","unstructured":"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\u2013168.","journal-title":"International Journal of Mobile Communications"},{"key":"9092_CR62","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1109\/ICMB.2009.16","volume-title":"Proceedings of the 8th international conference on mobile business","author":"Q. Sun","year":"2009","unstructured":"Sun, Q., Wang, C., & Cao, H. (2009). An extended TAM for analyzing adoption behavior of mobile commerce. In Proceedings of the 8th international conference on mobile business, Dalian (pp. 52\u201356). New York: IEEE Press."},{"issue":"2","key":"9092_CR63","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1287\/isre.6.2.144","volume":"6","author":"S. Taylor","year":"1995","unstructured":"Taylor, S., & Todd, P. A. (1995). Understanding information technology usage: a test of competing models. Information Systems Research, 6(2), 144\u2013176.","journal-title":"Information Systems Research"},{"issue":"1","key":"9092_CR64","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/BF02291170","volume":"38","author":"M. Tucker","year":"1973","unstructured":"Tucker, M., & Lewis, C. (1973). A reliability coefficient for maximum likelihood factor analysis. Psychometrika, 38(1), 1\u201310.","journal-title":"Psychometrika"},{"issue":"5","key":"9092_CR65","doi-asserted-by":"crossref","first-page":"463","DOI":"10.1016\/j.infsof.2009.11.005","volume":"52","author":"M. Turner","year":"2010","unstructured":"Turner, M., Kitchenham, B., Brereton, P., Charters, S., & Budgen, D. (2010). Does the technology acceptance model predict actual use? A systematic literature review. Information and Software Technology, 52(5), 463\u2013479.","journal-title":"Information and Software Technology"},{"issue":"3","key":"9092_CR66","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1023\/A:1014570512129","volume":"7","author":"U. Varshney","year":"2002","unstructured":"Varshney, U., & Vetter, R. (2002). Mobile commerce: framework, applications and networking support. Mobile Networks and Applications, 7(3), 185\u2013198.","journal-title":"Mobile Networks and Applications"},{"issue":"3","key":"9092_CR67","doi-asserted-by":"crossref","first-page":"425","DOI":"10.2307\/30036540","volume":"27","author":"V. Venkatesh","year":"2003","unstructured":"Venkatesh, V., Morris, M., Davis, G., & Davis, F. (2003). User acceptance of information technology: Toward a unified View. Management Information Systems Quarterly, 27(3), 425\u2013478.","journal-title":"Management Information Systems Quarterly"},{"issue":"2","key":"9092_CR68","doi-asserted-by":"crossref","first-page":"206","DOI":"10.1016\/j.im.2006.12.005","volume":"44","author":"R. Walczuch","year":"2007","unstructured":"Walczuch, R., Lemmink, J., & Streukens, S. (2007). The effect of service employees\u2019 technology readiness on technology acceptance. Information & Management, 44(2), 206\u2013215.","journal-title":"Information & Management"},{"issue":"2","key":"9092_CR69","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1002\/cb.240","volume":"7","author":"C. Wang","year":"2008","unstructured":"Wang, C., Lo, S., & Fang, W. (2008). Extending the technology acceptance model to mobile telecommunication innovation: The existence of network externalities. Journal of Consumer Behaviour, 7(2), 101\u2013110.","journal-title":"Journal of Consumer Behaviour"},{"issue":"4","key":"9092_CR70","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1177\/009207002236909","volume":"30","author":"R. Watson","year":"2002","unstructured":"Watson, R., Pitt, F., Berthon, P., & Zinkhan, G. (2002). U-Commerce: expanding the universe of marketing. Journal of the Academy of Marketing Science, 30(4), 333\u2013347.","journal-title":"Journal of the Academy of Marketing Science"},{"issue":"3","key":"9092_CR71","doi-asserted-by":"crossref","first-page":"370","DOI":"10.1108\/02635570910939399","volume":"109","author":"T. Wei","year":"2009","unstructured":"Wei, T., Marthandan, G., Chong, A., Ooi, K., & Arumugam, S. (2009). What drives Malaysian m-commerce adoption? An empirical analysis. Industrial Management & Data Systems, 109(3), 370\u2013388.","journal-title":"Industrial Management & Data Systems"},{"issue":"5","key":"9092_CR72","doi-asserted-by":"crossref","first-page":"719","DOI":"10.1016\/j.im.2004.07.001","volume":"42","author":"J. Wu","year":"2005","unstructured":"Wu, J., & Wang, S. (2005). What drives mobile commerce? An empirical evaluation of the revised technology acceptance model. Information & Management, 42(5), 719\u2013729.","journal-title":"Information & Management"},{"issue":"3","key":"9092_CR73","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1016\/j.tele.2004.11.003","volume":"22","author":"K. Yang","year":"2005","unstructured":"Yang, K. (2005). Exploring factors affecting the adoption of mobile commerce in Singapore. Telematics and Informatics, 22(3), 257\u2013277.","journal-title":"Telematics and Informatics"},{"issue":"3","key":"9092_CR74","doi-asserted-by":"crossref","first-page":"350","DOI":"10.1016\/j.im.2005.08.006","volume":"43","author":"M. Yi","year":"2006","unstructured":"Yi, M., Jackson, J., Park, J., & Probst, J. (2006). Understanding information technology acceptance by individual professionals: Toward an integrative view. Information & Management, 43(3), 350\u2013363.","journal-title":"Information & Management"},{"issue":"5","key":"9092_CR75","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1109\/MC.2003.1198234","volume":"36","author":"H. M. Yunos","year":"2003","unstructured":"Yunos, H. M., Gao, J. Z., & Shim, S. (2003). Wireless advertising\u2019s challenges and opportunities. Computer, 36(5), 30\u201337.","journal-title":"Computer"}],"container-title":["Electronic Commerce Research"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10660-012-9092-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10660-012-9092-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10660-012-9092-x","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,26]],"date-time":"2019-06-26T00:03:56Z","timestamp":1561507436000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10660-012-9092-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,3,23]]},"references-count":75,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2012,5]]}},"alternative-id":["9092"],"URL":"https:\/\/doi.org\/10.1007\/s10660-012-9092-x","relation":{},"ISSN":["1389-5753","1572-9362"],"issn-type":[{"value":"1389-5753","type":"print"},{"value":"1572-9362","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,3,23]]}}}