{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T23:43:17Z","timestamp":1780357397169,"version":"3.54.1"},"reference-count":69,"publisher":"Emerald","issue":"2","license":[{"start":{"date-parts":[[2014,3,4]],"date-time":"2014-03-04T00:00:00Z","timestamp":1393891200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,3,4]]},"abstract":"<jats:sec>\n               <jats:title content-type=\"abstract-heading\">Purpose<\/jats:title>\n               <jats:p> \u2013 The purpose of the research is to try to explain the intention of adopting a new mobile payment (m-payment) system in a country where this type of payment systems does not have a presence. More exactly, to propose and test an integrative theoretical model that allows to determine the relative influence of the determining factors (external influences, ease of use, attitude, usefulness, trust and risk) for the acceptance of a new m-payment system and to analyze the eventual moderating effect of the gender of the consumer in the use of these tools. <\/jats:p>\n            <\/jats:sec>\n            <jats:sec>\n               <jats:title content-type=\"abstract-heading\">Design\/methodology\/approach<\/jats:title>\n               <jats:p> \u2013 To carry out this research, a web experiment based on a general population sample was put in place, in order to analyze the proposed behavioral model towards a new m-payment system. <\/jats:p>\n            <\/jats:sec>\n            <jats:sec>\n               <jats:title content-type=\"abstract-heading\">Findings<\/jats:title>\n               <jats:p> \u2013 The empirical results show that the proposed behavioral model was appropriately adjusted, thus proving that the gender of the user introduces significant differences in the proposed relationships between ease of use and usefulness of the new system, between usefulness, attitude and intention to use, as well as between users' trust and a favorable attitude towards its use. <\/jats:p>\n            <\/jats:sec>\n            <jats:sec>\n               <jats:title content-type=\"abstract-heading\">Practical implications<\/jats:title>\n               <jats:p> \u2013 The conclusions and implications for management provide alternatives and segmentation strategies to consolidate this new business opportunity under the new technological developments. <\/jats:p>\n            <\/jats:sec>\n            <jats:sec>\n               <jats:title content-type=\"abstract-heading\">Originality\/value<\/jats:title>\n               <jats:p> \u2013 This paper is a pioneer study about the acceptance of m-payment, analyzing at the same time the importance of the moderation effect of users' gender.<\/jats:p>\n            <\/jats:sec>","DOI":"10.1108\/imds-03-2013-0137","type":"journal-article","created":{"date-parts":[[2014,1,24]],"date-time":"2014-01-24T14:11:22Z","timestamp":1390572682000},"page":"220-240","source":"Crossref","is-referenced-by-count":146,"title":["Role of gender on acceptance of mobile payment"],"prefix":"10.1108","volume":"114","author":[{"given":"Francisco","family":"Jos\u00e9 Li\u00e9bana-Cabanillas","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Juan","family":"S\u00e1nchez-Fern\u00e1ndez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Francisco","family":"Mu\u00f1oz-Leiva","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"140","reference":[{"key":"key2021010301275736800_b61","unstructured":"Agarwal, R.\n               , \n                  Ahuja, R.\n               , \n                  Ahuja, M.\n               , \n                  Carter, P.\n                and \n                  Gans, M.\n                (1998), \u201cEarly and late adopters of IT innovations: extensions to innovation diffusion theory\u201d, Proceedings of the DIGIT Conference, available at: www.mis.temple.edu\/digit\/past_meetings\/digit1998\/default.htm."},{"key":"key2021010301275736800_b1","unstructured":"Bauer, R.A.\n                (1960), \u201cConsumer behavior as risk taking\u201d, in \n                  Hancock, R.\n                (Ed.), Dynamic Marketing for a Changing World: Proceedings of 43rd Conference, American Marketing Association, Chicago, IL, pp. 389-398."},{"key":"key2021010301275736800_b2","unstructured":"Benbasat, I.\n                and \n                  Barki, H.\n                (2007), \u201cQuo vadis TAM?\u201d, Journal of the Association for Information Systems, Vol. 8 No. 4, Article 16."},{"key":"key2021010301275736800_b62","doi-asserted-by":"crossref","unstructured":"Bhattacherjee, A.\n                and \n                  Premkumar, G.\n                (2004), \u201cUnderstanding changes in beliefs and attitude toward information technology usage: a theoretical model and longitudinal test\u201d, MIS Quarterly, Vol. 28, pp. 229-254.","DOI":"10.2307\/25148634"},{"key":"key2021010301275736800_b3","doi-asserted-by":"crossref","unstructured":"Bollen, K.A.\n                (1989), Structural Equations with Latent Variables, Wiley, New York, NY.","DOI":"10.1002\/9781118619179"},{"key":"key2021010301275736800_b4","doi-asserted-by":"crossref","unstructured":"Campbell, D.T.\n                and \n                  Fiske, D.W.\n                (1959), \u201cConvergent and discriminant validation by the multitrait-multimethod matrix\u201d, Psychological Bulletin, Vol. 56 No. 2, pp. 81-105.","DOI":"10.1037\/h0046016"},{"key":"key2021010301275736800_b5","doi-asserted-by":"crossref","unstructured":"Chandra, S.\n               , \n                  Srivastava, S.C.\n                and \n                  Theng, Y.L.\n                (2010), \u201cEvaluating the role of trust in consumer adoption of m-payment systems: an empirical analysis\u201d, Communications of the Association for Information Systems, Vol. 27, pp. 561-588.","DOI":"10.17705\/1CAIS.02729"},{"key":"key2021010301275736800_b63","unstructured":"Chin, W.W.\n                (2000), \u201cFrequently asked questions \u2013 partial least squares and PLS-graph\u201d, available at: http:\/\/disc-nt.cba.uh.edu\/chin\/plsfaq.htm (accessed 1 November 2011)."},{"key":"key2021010301275736800_b6","unstructured":"Choi, S.\n                (2010), \u201cExploring intention to adopt mobile TV service in the USA: toward a new model with cognitive-based and emotional-based constructs\u201d, thesis, University of South Carolina, Columbia, SC."},{"key":"key2021010301275736800_b7","unstructured":"Chong, A.Y.L.\n               , \n                  Darmawan, N.\n               , \n                  Ooi, K.B.\n                and \n                  Lee, V.H.\n                (2011), \u201cDeterminants of 3G adoption in Malaysia: a structural analysis\u201d, Journal of Computer Information Systems, Vol. 51, pp. 71-80."},{"key":"key2021010301275736800_b9","doi-asserted-by":"crossref","unstructured":"Davis, F.D.\n                (1989), \u201cPerceived usefulness, perceived ease of use, and user acceptance of information technology\u201d, MIS Quarterly, Vol. 13 No. 3, pp. 319-340.","DOI":"10.2307\/249008"},{"key":"key2021010301275736800_b8","doi-asserted-by":"crossref","unstructured":"Davis, F.D.\n               , \n                  Bagozzi, R.\n                and \n                  Warshaw, P.\n                (1989), \u201cUser acceptance of computer-technology \u2013 a comparison of 2 theoretical-models\u201d, Management Science, Vol. 35 No. 8, pp. 982-1003.","DOI":"10.1287\/mnsc.35.8.982"},{"key":"key2021010301275736800_b10","doi-asserted-by":"crossref","unstructured":"Dehning, B.\n                and \n                  Stratopoulos, T.\n                (2003), \u201cDeterminants of a sustainable competitive advantage due to an IT-enabled strategy\u201d, Journal of Strategic Information Systems, Vol. 12 No. 1, pp. 7-28.","DOI":"10.1016\/S0963-8687(02)00035-5"},{"key":"key2021010301275736800_b11","unstructured":"Del Barrio, S.\n                and \n                  Luque, T.\n                (2012), An\u00e1lisis de Ecuaciones Estructurales. T\u00e9cnicas de An\u00e1lisis de datos en investigaci\u00f3n de mercados, Pir\u00e1mide, Barcelona, Coordinado por T. Luque."},{"key":"key2021010301275736800_b12","unstructured":"Fenollar, P.\n                and \n                  Cuestas, P.J.\n                (2010), \u201cC\u00f3mo es el innovador? Rasgos de la personalidad como antecedentes\u201d, XXII Congreso Nacional de Marketing."},{"key":"key2021010301275736800_b13","doi-asserted-by":"crossref","unstructured":"Gefen, D.\n                and \n                  Straub, D.W.\n                (1997), \u201cGender differences in perception and adoption of e-mail: an extension to the technology acceptance model\u201d, MIS Quarterly, Vol. 21 No. 4, pp. 389-400.","DOI":"10.2307\/249720"},{"key":"key2021010301275736800_b14","doi-asserted-by":"crossref","unstructured":"Gefen, D.\n               , \n                  Karahanna, E.\n                and \n                  Straub, D.W.\n                (2003a), \u201cInexperience and experience with online stores: the importance of TAM and trust\u201d, IEE Transactions on Engineering Management, Vol. 50, pp. 307-321.","DOI":"10.1109\/TEM.2003.817277"},{"key":"key2021010301275736800_b15","doi-asserted-by":"crossref","unstructured":"Gefen, D.\n               , \n                  Karahanna, E.\n                and \n                  Straub, D.W.\n                (2003b), \u201cTrust y TAM in online shopping: an integrated model\u201d, MIS Quarterly, Vol. 27 No. 1, pp. 51-90.","DOI":"10.2307\/30036519"},{"key":"key2021010301275736800_b16","doi-asserted-by":"crossref","unstructured":"Goodman, J.S.\n                and \n                  Blum, T.C.\n                (1996), \u201cAssessing the non-random sampling effects of subject attrition in longitudinal research\u201d, Journal of Management, Vol. 22 No. 4, pp. 627-652.","DOI":"10.1177\/014920639602200405"},{"key":"key2021010301275736800_b65","doi-asserted-by":"crossref","unstructured":"Ha, I.\n               , \n                  Yoon, Y.\n                and \n                  Choi, M.\n                (2007), \u201cDeterminants of adoption of mobile games under mobile broadband wireless access environment\u201d, Information & Management, Vol. 44, pp. 276-286.","DOI":"10.1016\/j.im.2007.01.001"},{"key":"key2021010301275736800_b17","unstructured":"Hair, J.F.\n               , \n                  Anderson, R.E.\n               , \n                  Tatham, R.L.\n                and \n                  William, C.B.\n                (1995), Multivariate Data Analysis with Readings, Prentice-Hall, Upper Saddle River, NJ."},{"key":"key2021010301275736800_b18","doi-asserted-by":"crossref","unstructured":"Hasan, B.\n                (2010), \u201cEmerging and scripted roles in computer-supported collaborative learning\u201d, Computers in Human Behavior, Vol. 26 No. 4, pp. 597-601.","DOI":"10.1016\/j.chb.2009.12.012"},{"key":"key2021010301275736800_b66","unstructured":"Herrero, A.\n               , \n                  Garc\u00eda, M.M.\n                and \n                  Rodr\u00edguez, I.\n                (2005), \u201cLa propensi\u00f3n a innovar en la adopci\u00f3n del comercio electr\u00f3nico B2C: Un an\u00e1lisis sobre la base de la teor\u00eda de acci\u00f3n razonada\u201d, XVII Encuentro de Profesores Universitarios de Marketing, Madrid, Actas de congreso, 21 a 23 de septiembre, pp. 723-738."},{"key":"key2021010301275736800_b19","doi-asserted-by":"crossref","unstructured":"Hwang, Y.\n                (2010), \u201cThe moderating effects of gender on e-commerce systems adoption factors: an empirical investigation\u201d, Computers in Human Behavior, Vol. 26, pp. 1753-1760.","DOI":"10.1016\/j.chb.2010.07.002"},{"key":"key2021010301275736800_b20","unstructured":"Innopay\n                (2009), \u201cMobile payments 2010\u201d, available at: www.innopay.com (accessed 2 January 2013)."},{"key":"key2021010301275736800_b67","doi-asserted-by":"crossref","unstructured":"Karahanna, E.\n               , \n                  Straub, D.W.\n                and \n                  Chervany, N.L.\n                (1999), \u201cInformation technology adoption across time: a cross-sectional comparison of pre-adoption and post-adoption beliefs\u201d, MIS Quarterly, Vol. 23 No. 2, pp. 183-213.","DOI":"10.2307\/249751"},{"key":"key2021010301275736800_b68","doi-asserted-by":"crossref","unstructured":"Koufaris, M.\n                (2002), \u201cApplying the technology acceptance model and flow theory to online consumer behavior\u201d, Information Systems Research, Vol. 13 No. 2, pp. 205-223.","DOI":"10.1287\/isre.13.2.205.83"},{"key":"key2021010301275736800_b69","doi-asserted-by":"crossref","unstructured":"Lee, Y.\n                (2011), \u201cm-Brand loyalty and post-adoption variations for the mobile data services: gender differences\u201d, Computers in Human Behavior, Vol. 27, pp. 2364-2371.","DOI":"10.1016\/j.chb.2011.07.015"},{"key":"key2021010301275736800_b21","unstructured":"Li\u00e9bana-Cabanillas, F.\n                (2012), \u201cEl papel de los sistemas de pago en los nuevos entornos electr\u00f3nicos\u201d, Tesis Doctoral, Universidad de Granada, Granada."},{"key":"key2021010301275736800_b22","doi-asserted-by":"crossref","unstructured":"Lu, J.\n               , \n                  Liu, C.\n               , \n                  Yu, C.\n                and \n                  Wang, K.\n                (2008), \u201cDeterminants of accepting wireless mobile data services in China\u201d, Information & Management, Vol. 45 No. 1, pp. 52-64.","DOI":"10.1016\/j.im.2007.11.002"},{"key":"key2021010301275736800_b23","doi-asserted-by":"crossref","unstructured":"Lu, Y.\n               , \n                  Yang, S.\n               , \n                  Chau, P.\n                and \n                  Cao, Y.\n                (2011), \u201cDynamics between the trust transfer process and intention to use mobile payment services: a cross-environment perspective\u201d, Information & Management, Vol. 48, pp. 393-403.","DOI":"10.1016\/j.im.2011.09.006"},{"key":"key2021010301275736800_b24","unstructured":"Malhotra, N.K.\n                (1997), Investigaci\u00f3n de Mercados: Un enfoque pr\u00e1ctico, 2a ed., Prentice-Hall, M\u00e9xico City."},{"key":"key2021010301275736800_b25","doi-asserted-by":"crossref","unstructured":"Masamila, B.\n               , \n                  Mtenzi, F.\n               , \n                  Said, J.\n                and \n                  Tinabo, R.\n                (2010), \u201cA secured mobile payment model for developing markets\u201d, Communications in Computer and Information Science, Vol. 87 No. 2, pp. 175-182.","DOI":"10.1007\/978-3-642-14292-5_20"},{"key":"key2021010301275736800_b26","doi-asserted-by":"crossref","unstructured":"Misra, S.K.\n                and \n                  Wickamasinghe, N.\n                (2004), \u201cSecurity of a mobile transaction: a trust model\u201d, Electronic Commerce Research, Vol. 4 No. 4, pp. 359-372.","DOI":"10.1023\/B:ELEC.0000037082.39182.3a"},{"key":"key2021010301275736800_b70","doi-asserted-by":"crossref","unstructured":"Moore, G.C.\n                and \n                  Benbasat, I.\n                (1991), \u201cDevelopment of an instrument to measure the perceptions of adopting an information technology innovation\u201d, Information Systems Research, Vol. 2 No. 3, pp. 192-222.","DOI":"10.1287\/isre.2.3.192"},{"key":"key2021010301275736800_b27","unstructured":"Mu\u00f1oz-Leiva, F.\n                (2008), \u201cLa adopci\u00f3n de una innovaci\u00f3n basada en la Web\u201d, Tesis Doctoral, Universidad de Granada, Granada."},{"key":"key2021010301275736800_b28","doi-asserted-by":"crossref","unstructured":"Mu\u00f1oz-Leiva, F.\n               , \n                  Hern\u00e1ndez-M\u00e9ndez, J.\n                and \n                  S\u00e1nchez-Fern\u00e1ndez, J.\n                (2012), \u201cGeneralising user behaviour in online travel sites through the Travel 2.0 website acceptance model\u201d, Online Information Review, Vol. 36 No. 6, pp. 879-902.","DOI":"10.1108\/14684521211287945"},{"key":"key2021010301275736800_b30","unstructured":"National Observatory of the Telecommunications and Information Society\n                (2011), Informe Annual 2011, available at: www.ontsi.red.es (accessed 2 January 2013)."},{"key":"key2021010301275736800_b29","unstructured":"National Statistics Institute\n                (2012), \u201cEncuesta sobre Equipamiento\u201d, available at: www.ine.es (accessed 2 January 2013)."},{"key":"key2021010301275736800_b31","unstructured":"Neil, J.\n               , \n                  Raubenheimer, J.\n                and \n                  Bounagui, M.\n                (2009), \u201cGender differences in purchase intention of music downloads\u201d, Management Dynamics, Vol. 18 No. 3, pp. 25-36."},{"key":"key2021010301275736800_b32","doi-asserted-by":"crossref","unstructured":"Okazaki, S.\n                (2007), \u201cExploring gender effects in a mobile advertising context: on the evaluation of trust, attitudes, and recall\u201d, Sex Roles, Vol. 57, pp. 897-908.","DOI":"10.1007\/s11199-007-9300-7"},{"key":"key2021010301275736800_b71","doi-asserted-by":"crossref","unstructured":"Pavlou, P.A.\n                (2002), \u201cA theory of planned behavior perspective to the consumer adoption of electronic commerce\u201d, MIS Quarterly, Vol. 30 No. 1, pp. 115-143.","DOI":"10.2307\/25148720"},{"key":"key2021010301275736800_b72","doi-asserted-by":"crossref","unstructured":"Pikkarainen, T.\n               , \n                  Pikkarainen, K.\n               , \n                  Karjaluoto, H.\n                and \n                  Pahnila, S.\n                (2004), \u201cConsumer acceptance of online banking: an extension of the technology acceptance model\u201d, Internet Research: Electronic Networking Applications and Policy, Vol. 14 No. 3, pp. 224-235.","DOI":"10.1108\/10662240410542652"},{"key":"key2021010301275736800_b33","doi-asserted-by":"crossref","unstructured":"Plewa, 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adoption of mobile service in china: an integration of TAM\u201d, Journal of Computer, Vol. 5 No. 5, pp. 799-806."},{"key":"key2021010301275736800_b36","doi-asserted-by":"crossref","unstructured":"Renaud, K.\n                and \n                  Biljon, J.V.\n                (2008), \u201cPredicting technology acceptance and adoption elderly: a qualitative study\u201d, ACM International Conference Proceeding Series: Proceedings of the 2008 Annual Research Conference of the SAICCIT, Vol. 338, pp. 210-219.","DOI":"10.1145\/1456659.1456684"},{"key":"key2021010301275736800_b37","doi-asserted-by":"crossref","unstructured":"S\u00e1nchez-Franco, M.J.\n               , \n                  Rond\u00e1n, F.J.\n                and \n                  Villarejo, A.F.\n                (2007), \u201cUn modelo emp\u00edrico de adaptaci\u00f3n y uso de la Web. Utilidad, facilidad de uso y flujo percibidos\u201d, Cuadernos de Econom\u00eda y Direcci\u00f3n de Empresa, Vol. 30, pp. 153-179.","DOI":"10.1016\/S1138-5758(07)70077-4"},{"key":"key2021010301275736800_b38","doi-asserted-by":"crossref","unstructured":"S\u00e1nchez-Franco, M.J.\n               , \n                  Villarejo, A.F.\n                and \n                  Mart\u00edn, F.A.\n                (2009), \u201cThe moderating effect of gender on relationship quality and loyalty toward internet service providers\u201d, Information & Management, Vol. 46, pp. 196-202.","DOI":"10.1016\/j.im.2009.02.001"},{"key":"key2021010301275736800_b39","doi-asserted-by":"crossref","unstructured":"San-Mart\u00edn, S.\n                and \n                  L\u00f3pez-Catal\u00e1n, B.\n                (2013), \u201cHow can a mobile vendor get satisfied customers?\u201d, Industrial Management & Data Systems, Vol. 113 No. 2 (in press).","DOI":"10.1108\/02635571311303514"},{"key":"key2021010301275736800_b40","doi-asserted-by":"crossref","unstructured":"Satorra, A.\n                (2002), \u201cAsymptotic robustness in multiple group linear-latent variable models\u201d, Econometric Theory, Vol. 18 No. 2, pp. 297-312.","DOI":"10.1017\/S0266466602182041"},{"key":"key2021010301275736800_b41","doi-asserted-by":"crossref","unstructured":"Shiau, W.L.\n                and \n                  Chau, P.Y.K.\n                (2012), \u201cUnderstanding blog continuance: a model comparison approach\u201d, Industrial Management & Data Systems, Vol. 112 No. 4, pp. 663-682.","DOI":"10.1108\/02635571211225530"},{"key":"key2021010301275736800_b42","doi-asserted-by":"crossref","unstructured":"Shin, D.H.\n                (2009), \u201cTowards an understanding of the consumer acceptance of mobile wallet\u201d, Computers in Human Behavior, No. 25, pp. 1343-1354.","DOI":"10.1016\/j.chb.2009.06.001"},{"key":"key2021010301275736800_b43","doi-asserted-by":"crossref","unstructured":"Singh, J.\n                and \n                  Sirdeshmukh, D.\n                (2000), \u201cAgency and trust mechanisms in consumer satisfaction and loyalty judgments\u201d, Journal of the Academy of Marketing Science, Vol. 28 No. 1, pp. 150-167.","DOI":"10.1177\/0092070300281014"},{"key":"key2021010301275736800_b44","unstructured":"Tamayo, B.\n                (1999), Nuevos campos para la innovaci\u00f3n, available at: www.navactiva.com\/es\/descargas\/pdf\/atic\/cotec.pdf (accessed 2 January 2013)."},{"key":"key2021010301275736800_b73","doi-asserted-by":"crossref","unstructured":"Taylor, S.\n                and \n                  Todd, P.\n                (1995), \u201cUnderstanding information technology usage: a test of competing models\u201d, Information Systems Research, Vol. 6 No. 2, pp. 144-176.","DOI":"10.1287\/isre.6.2.144"},{"key":"key2021010301275736800_b45","unstructured":"Telecommunications Market Commission\n                (2012), \u201cInforme Trimestral\u201d, CMT, available at: www.cmt.es (accessed 2 January 2013)."},{"key":"key2021010301275736800_b46","doi-asserted-by":"crossref","unstructured":"Van Slyke, C.\n               , \n                  Comunale, C.L.\n                and \n                  Belanger, F.\n                (2002), \u201cGender differences in perceptions of web-based shopping\u201d, Communications of the ACM, Vol. 45 No. 7, pp. 82-86.","DOI":"10.1145\/545151.545155"},{"key":"key2021010301275736800_b47","doi-asserted-by":"crossref","unstructured":"Venkatesh, V.\n                and \n                  Bala, H.\n                (2008), \u201cTechnology acceptance model 3 and a research agenda on interventions\u201d, Decision Sciences, Vol. 39 No. 2, pp. 273-315.","DOI":"10.1111\/j.1540-5915.2008.00192.x"},{"key":"key2021010301275736800_b74","doi-asserted-by":"crossref","unstructured":"Venkatesh, V.\n                and \n                  Davis, F.D.\n                (2000), \u201cA theoretical extension of the technology acceptance model: four longitudinal field studies\u201d, Management Science, Vol. 46 No. 2, pp. 186-204.","DOI":"10.1287\/mnsc.46.2.186.11926"},{"key":"key2021010301275736800_b49","doi-asserted-by":"crossref","unstructured":"Venkatesh, V.\n                and \n                  Morris, M.G.\n                (2000), \u201cWhy don't men ever stop to ask for directions? Gender, social influence, and their role in technology acceptance and usage behavior\u201d, MIS Quarterly, Vol. 24 No. 1, pp. 115-139.","DOI":"10.2307\/3250981"},{"key":"key2021010301275736800_b48","doi-asserted-by":"crossref","unstructured":"Venkatesh, V.\n               , \n                  Morris, M.G.\n               , \n                  Davis, G.B.\n                and \n                  Davis, F.D.\n                (2003), \u201cUser acceptance of information technology: toward a unified view\u201d, MIS Quarterly, Vol. 27 No. 3, pp. 425-478.","DOI":"10.2307\/30036540"},{"key":"key2021010301275736800_b50","doi-asserted-by":"crossref","unstructured":"Vijayasarathy, L.R.\n                (2004), \u201cPredicting consumer intentions to use on-line shopping: the case for an augmented technology acceptance model\u201d, Information & Management, Vol. 41 No. 6, pp. 747-762.","DOI":"10.1016\/j.im.2003.08.011"},{"key":"key2021010301275736800_b51","unstructured":"Wei, G.\n               , \n                  Xinyan, Z.\n                and \n                  Yue, M.\n                (2011), \u201cLiterature review on consumer adoption behavior of mobile commerce services\u201d, International Conference on E-Business and E-Government (ICEE), 6-8 May, pp. 1-5."},{"key":"key2021010301275736800_b52","unstructured":"West, S.G.\n               , \n                  Finch, J.F.\n                and \n                  Curran, P.J.\n                (1995), \u201cStructural equations models with nonnormal variables: problems and remedies\u201d, in \n                  Hoyle, R.H.\n                (Ed.), Structural Equation Model: Concepts, Issues, and Applications, Sage, Newbury Park, CA, pp. 57-75."},{"key":"key2021010301275736800_b53","unstructured":"Wynn, A.\n                (2009), \u201cAn investigation of the contributions of gender, shopping orientation, online experience, and website's interactive features to consumers' intentions to engage in apparel e-commerce shopping\u201d, dissertation, Nova Southeastern University, Fort Lauderdale, FL."},{"key":"key2021010301275736800_b54","doi-asserted-by":"crossref","unstructured":"Yang, S.\n               , \n                  Lu, Y.\n               , \n                  Gupta, S.\n               , \n                  Caso, Y.\n                and \n                  Zhang, R.\n                (2012), \u201cMobile payment services adoption across time: an empirical study of the effects of behavioral beliefs, social influences, and personal traits\u201d, Computers in Human Behavior, Vol. 28, pp. 129-142.","DOI":"10.1016\/j.chb.2011.08.019"},{"key":"key2021010301275736800_b55","doi-asserted-by":"crossref","unstructured":"Zhou, T.\n                (2011), \u201cAn empirical examination of users' post-adoption behaviour of mobile services\u201d, Behaviour & Information Technology, Vol. 30 No. 2, pp. 241-250.","DOI":"10.1080\/0144929X.2010.543702"},{"key":"key2021010301275736800_frd2","unstructured":"Chircu, A.M.\n               , \n                  Davis, G.B.\n                and \n                  Kauffman, R.J.\n                (2000), \u201cThe role of trust and expertise in the adoption of electronic commerce intermediaries\u201d, MISRC Work Paper, University of Minnesota, available at: www.misrc.umn.edu\/wpaper\/default.asp."}],"container-title":["Industrial Management &amp; Data Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/www.emeraldinsight.com\/doi\/full-xml\/10.1108\/IMDS-03-2013-0137","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/IMDS-03-2013-0137\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/IMDS-03-2013-0137\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T21:51:26Z","timestamp":1753393886000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/imds\/article\/114\/2\/220-240\/176137"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,3,4]]},"references-count":69,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2014,3,4]]}},"alternative-id":["10.1108\/IMDS-03-2013-0137"],"URL":"https:\/\/doi.org\/10.1108\/imds-03-2013-0137","relation":{},"ISSN":["0263-5577"],"issn-type":[{"value":"0263-5577","type":"print"}],"subject":[],"published":{"date-parts":[[2014,3,4]]}}}