Skip to main content
Erschienen in: Service Business 1/2018

08.02.2017 | Empirical article

A global approach to the analysis of user behavior in mobile payment systems in the new electronic environment

verfasst von: Francisco Liébana-Cabanillas, Francisco Muñoz-Leiva, J. Sánchez-Fernández

Erschienen in: Service Business | Ausgabe 1/2018

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Mobile devices and social media have led to a profound revolution of modern society, obliging many companies to reorient their sales systems towards more successful commercial formats (mobile commerce and social commerce). The mobile payment, for instance, as an emerging and supplementary service to these new commercial formats, is now undergoing the adoption process. Mobile payment has long been discussed, but it has not yet reached the usage levels expected by the different mass market players (financial institutions, telephone operators, etc.) in Western societies. The purpose of this paper is to analyze users’ acceptance of mobile payment systems on social networks. In order to explain acceptance, we have integrated trust and perceived risk into the traditional TAM model. To complete this study, we have established the decisive factors of this payment system by analyzing user’s gender, age and experience level. The study was conducted through an online survey among a national panel composed by 2.012 social network users. The results of this research support previous studies and provide alternatives for companies to consolidate this new business model by means of the new technical developments.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Abrazhevich D (2001) Classification and characteristics of electronic payment systems. In: Bauknecht K, Madria SK, Pernul G (eds) Proceedings of the electronic commerce and web technologies. LNCS, vol 2115. Springer, Heidelberg, pp 81–90CrossRef Abrazhevich D (2001) Classification and characteristics of electronic payment systems. In: Bauknecht K, Madria SK, Pernul G (eds) Proceedings of the electronic commerce and web technologies. LNCS, vol 2115. Springer, Heidelberg, pp 81–90CrossRef
Zurück zum Zitat Agarwal R, Karahanna E (1998) On the multi-dimensional nature of compatibility beliefs in technology acceptance. In: Proceedings of the 19th annual international conference on information systems, pp 13–16 Agarwal R, Karahanna E (1998) On the multi-dimensional nature of compatibility beliefs in technology acceptance. In: Proceedings of the 19th annual international conference on information systems, pp 13–16
Zurück zum Zitat Agrebi S, Jallais J (2015) Explain the intention to use smartphones for mobile shopping. J Retail Consum Serv 22:16–23CrossRef Agrebi S, Jallais J (2015) Explain the intention to use smartphones for mobile shopping. J Retail Consum Serv 22:16–23CrossRef
Zurück zum Zitat Ajzen I, Fishbein M (1980) Understanding attitudes and predicting social behavior. Prentice-Hall, Englewood Cliffs Ajzen I, Fishbein M (1980) Understanding attitudes and predicting social behavior. Prentice-Hall, Englewood Cliffs
Zurück zum Zitat Akman I, Mishra A (2010) Gender, age and income differences in internet usage among employees in organizations. Comput Hum Behav 26:482–490CrossRef Akman I, Mishra A (2010) Gender, age and income differences in internet usage among employees in organizations. Comput Hum Behav 26:482–490CrossRef
Zurück zum Zitat Aldás-Manzano J, Ruiz-Mafé C, Sanz-Blas S (2008) Exploring individual personality factors as drivers of M-shopping acceptance. Ind Manag Data Syst 109:739–757CrossRef Aldás-Manzano J, Ruiz-Mafé C, Sanz-Blas S (2008) Exploring individual personality factors as drivers of M-shopping acceptance. Ind Manag Data Syst 109:739–757CrossRef
Zurück zum Zitat Anderson JC, Gerbing DW (1988) Structural equation modeling in practice: a review and recommended two-step approach. Psychol Bull 103:411–423CrossRef Anderson JC, Gerbing DW (1988) Structural equation modeling in practice: a review and recommended two-step approach. Psychol Bull 103:411–423CrossRef
Zurück zum Zitat Arvidsson N (2014) Consumer attitudes on mobile payment services–results from a proof of concept test. Int J Bank Market 32:150–170CrossRef Arvidsson N (2014) Consumer attitudes on mobile payment services–results from a proof of concept test. Int J Bank Market 32:150–170CrossRef
Zurück zum Zitat Bagozzi RP (1994) Structural equation model in marketing research. Basic principles. Blackwell, Cambridge Bagozzi RP (1994) Structural equation model in marketing research. Basic principles. Blackwell, Cambridge
Zurück zum Zitat Bao Y, Xiong T, Hu Z, Kibelloh M (2013) Exploring gender differences on general and specific computer self-efficacy in mobile learning adoption. J Edu Comput Res 49:111–132CrossRef Bao Y, Xiong T, Hu Z, Kibelloh M (2013) Exploring gender differences on general and specific computer self-efficacy in mobile learning adoption. J Edu Comput Res 49:111–132CrossRef
Zurück zum Zitat Baron S, Patterson A, Harris K (2006) Beyond technology acceptance: understanding consumer practice. Int J Serv Ind Manag 17:111–135CrossRef Baron S, Patterson A, Harris K (2006) Beyond technology acceptance: understanding consumer practice. Int J Serv Ind Manag 17:111–135CrossRef
Zurück zum Zitat Bhattacherjee A (2000) Acceptance of e-commerce services: the case of electronic brokerages. IEEE Trans Syst Man Cybern 30:411–420CrossRef Bhattacherjee A (2000) Acceptance of e-commerce services: the case of electronic brokerages. IEEE Trans Syst Man Cybern 30:411–420CrossRef
Zurück zum Zitat Bhattacherjee A, Premkumar G (2004) Understanding changes in belief and attitude toward information technology usage: a theoretical model and longitudinal test. MIS Q 28:229–254CrossRef Bhattacherjee A, Premkumar G (2004) Understanding changes in belief and attitude toward information technology usage: a theoretical model and longitudinal test. MIS Q 28:229–254CrossRef
Zurück zum Zitat Bhatti T (2007) Exploring factors influencing the adoption of mobile commerce. J Internet Bank Commer 12:1–13 Bhatti T (2007) Exploring factors influencing the adoption of mobile commerce. J Internet Bank Commer 12:1–13
Zurück zum Zitat Bigné JE, Ruiz C (2003) Antecedentes de la Decisión de Compra en los Entornos Virtuales. In: XV Encuentro de Profesores Universitarios de Marketing, Córdoba, pp 437–451 Bigné JE, Ruiz C (2003) Antecedentes de la Decisión de Compra en los Entornos Virtuales. In: XV Encuentro de Profesores Universitarios de Marketing, Córdoba, pp 437–451
Zurück zum Zitat Bigné E, Currás R, Ruiz, C, Sanz S (2010) Factores determinantes del comportamiento del consumidor en las redes sociales. Un análisis de los internautas españoles. In: XXII Congreso Nacional de Marketing Bigné E, Currás R, Ruiz, C, Sanz S (2010) Factores determinantes del comportamiento del consumidor en las redes sociales. Un análisis de los internautas españoles. In: XXII Congreso Nacional de Marketing
Zurück zum Zitat Booz & Company Inc. (2011) Turning “like” to “buy” social media emerges as a commerce channel. Booz & Company Inc., San Francisco Booz & Company Inc. (2011) Turning “like” to “buy” social media emerges as a commerce channel. Booz & Company Inc., San Francisco
Zurück zum Zitat Boyd D, Ellison N (2007) Social network sites. Definition, history, and scholarship. J Comput Mediat Commun 13(1):210–230CrossRef Boyd D, Ellison N (2007) Social network sites. Definition, history, and scholarship. J Comput Mediat Commun 13(1):210–230CrossRef
Zurück zum Zitat Byrne BM (1998) Structural equation modeling with LISREL, PRELIS, and SIMPLIS: basic concepts, applications, and programming. Erlbaum, Mahwah Byrne BM (1998) Structural equation modeling with LISREL, PRELIS, and SIMPLIS: basic concepts, applications, and programming. Erlbaum, Mahwah
Zurück zum Zitat Campbell DT, Fiske DW (1959) Convergent and discriminant validation by the multitrait-multimethod matrix. Psychol Bull 56:81CrossRef Campbell DT, Fiske DW (1959) Convergent and discriminant validation by the multitrait-multimethod matrix. Psychol Bull 56:81CrossRef
Zurück zum Zitat Casaló LV, Flavián C, Guinalíu M (2012) Redes sociales virtuales desarrolladas por organizaciones empresariales: antecedentes de la intención de participación del consumidor. Cuad Econ Dir Empresa 15:42–51 Casaló LV, Flavián C, Guinalíu M (2012) Redes sociales virtuales desarrolladas por organizaciones empresariales: antecedentes de la intención de participación del consumidor. Cuad Econ Dir Empresa 15:42–51
Zurück zum Zitat Castañeda JA, Muñoz-Leiva F, Luque T (2007) Web acceptance model (WAM) moderating effects of user experience. Inf Manag 44:384–396CrossRef Castañeda JA, Muñoz-Leiva F, Luque T (2007) Web acceptance model (WAM) moderating effects of user experience. Inf Manag 44:384–396CrossRef
Zurück zum Zitat Chandra S, Srivastava SC, Theng YL (2010) Evaluating the role of trust in consumer adoption of mobile payment systems: an empirical analysis. Commun Assoc Inf Syst 27:561–588 Chandra S, Srivastava SC, Theng YL (2010) Evaluating the role of trust in consumer adoption of mobile payment systems: an empirical analysis. Commun Assoc Inf Syst 27:561–588
Zurück zum Zitat Chen L (2008) A model of consumer acceptance of mobile payment. Int J Mobile Commun 6:32–52CrossRef Chen L (2008) A model of consumer acceptance of mobile payment. Int J Mobile Commun 6:32–52CrossRef
Zurück zum Zitat Chen LL, Kuan CJ, Lee YH, Huang HL (2011) Applicability of the UTAUT model in playing online game through mobile phones: moderating effects of user experience. In: Technology management conference (ITMC), 2011 IEEE international. IEEE, San Jose, pp 625–629 Chen LL, Kuan CJ, Lee YH, Huang HL (2011) Applicability of the UTAUT model in playing online game through mobile phones: moderating effects of user experience. In: Technology management conference (ITMC), 2011 IEEE international. IEEE, San Jose, pp 625–629
Zurück zum Zitat Cho CH, Cheon HJ (2004) Why do people avoid advertising on the internet. J Advert 33:89–97CrossRef Cho CH, Cheon HJ (2004) Why do people avoid advertising on the internet. J Advert 33:89–97CrossRef
Zurück zum Zitat Choi S (2010) Exploring intention to adopt mobile TV service in the United States: toward a new model with cognitive-based and emotional-based constructs. Doctoral dissertation, University of South Carolina Choi S (2010) Exploring intention to adopt mobile TV service in the United States: toward a new model with cognitive-based and emotional-based constructs. Doctoral dissertation, University of South Carolina
Zurück zum Zitat Chong AYL (2013) Mobile commerce usage activities: the roles of demographic and motivation variables. Technol Forecast Soc Chang 80:1350–1359CrossRef Chong AYL (2013) Mobile commerce usage activities: the roles of demographic and motivation variables. Technol Forecast Soc Chang 80:1350–1359CrossRef
Zurück zum Zitat Chong AYL, Darmawan N, Ooi KB, Lee VH (2011) Determinants of 3G adoption in Malaysia: a structural analysis. J Comput Inf Syst 51:71–80 Chong AYL, Darmawan N, Ooi KB, Lee VH (2011) Determinants of 3G adoption in Malaysia: a structural analysis. J Comput Inf Syst 51:71–80
Zurück zum Zitat Chung JE, Park N, Wang H, Fulk J, McLaughlin M (2010) Age differences in perceptions of online community participation among non-users: an extension of the Technology Acceptance Model. Comput Hum Behav 26:1674–1684CrossRef Chung JE, Park N, Wang H, Fulk J, McLaughlin M (2010) Age differences in perceptions of online community participation among non-users: an extension of the Technology Acceptance Model. Comput Hum Behav 26:1674–1684CrossRef
Zurück zum Zitat Dabholkar PA, Bobbit LM, Lee E (2003) Understanding consumer motivation and behavior related to self-scanning in retailing. Int J Serv Ind Manag 14:59–95CrossRef Dabholkar PA, Bobbit LM, Lee E (2003) Understanding consumer motivation and behavior related to self-scanning in retailing. Int J Serv Ind Manag 14:59–95CrossRef
Zurück zum Zitat Davis FD (1989) Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. MIS Q 13:319–340CrossRef Davis FD (1989) Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. MIS Q 13:319–340CrossRef
Zurück zum Zitat Davis D, Bagozzi RP, Warshaw PR (1989) User acceptance of computer technology: a comparison of two theoretical models. Manag Sci 35:982–1003CrossRef Davis D, Bagozzi RP, Warshaw PR (1989) User acceptance of computer technology: a comparison of two theoretical models. Manag Sci 35:982–1003CrossRef
Zurück zum Zitat Del Barrio S, Luque T (2012) Análisis de Ecuaciones Estructurales. In: Luque T (ed) Técnicas de Análisis de datos en investigación de mercados. Pirámide, Barcelona Del Barrio S, Luque T (2012) Análisis de Ecuaciones Estructurales. In: Luque T (ed) Técnicas de Análisis de datos en investigación de mercados. Pirámide, Barcelona
Zurück zum Zitat del Bosque Rodríguez IAR, Crespo ÁH (2005) La propensión a innovar en la adopción del comercio electrónico B2C: un análisis sobre la base de la Teoría de Acción Razonada. In: XVII Encuentro de profesores universitarios de marketing [Archivo de ordenador]: Madrid, 22–23 de septiembre de 2005: Emark 2005. Escuela Superior de Gestión Comercial y Marketing, ESIC, Barcelona, pp 723–738 del Bosque Rodríguez IAR, Crespo ÁH (2005) La propensión a innovar en la adopción del comercio electrónico B2C: un análisis sobre la base de la Teoría de Acción Razonada. In: XVII Encuentro de profesores universitarios de marketing [Archivo de ordenador]: Madrid, 22–23 de septiembre de 2005: Emark 2005. Escuela Superior de Gestión Comercial y Marketing, ESIC, Barcelona, pp 723–738
Zurück zum Zitat Dennis C, Jayawardhena C, Papamatthaiou EK (2010) Antecedents of internet shopping intentions and the moderating effects of substitutability. Int Rev Retail Distrib Consum Res 20:411–430CrossRef Dennis C, Jayawardhena C, Papamatthaiou EK (2010) Antecedents of internet shopping intentions and the moderating effects of substitutability. Int Rev Retail Distrib Consum Res 20:411–430CrossRef
Zurück zum Zitat Dholakia R, Uusitalo O (2002) Switching to electronic stores: consumer characteristics and the perception of shopping benefits. Int J Retail Distrib Manag 30:459–469CrossRef Dholakia R, Uusitalo O (2002) Switching to electronic stores: consumer characteristics and the perception of shopping benefits. Int J Retail Distrib Manag 30:459–469CrossRef
Zurück zum Zitat Duangphasuk S, Warasart M, Kungpisdan S (2011) Design and accountability analysis of a secure SMS-based mobile payment protocol. In: 2011 8th international conference on electrical engineering/electronics, computer, telecommunications and information technology (ECTI-CON). IEEE, New York, pp 442–445 Duangphasuk S, Warasart M, Kungpisdan S (2011) Design and accountability analysis of a secure SMS-based mobile payment protocol. In: 2011 8th international conference on electrical engineering/electronics, computer, telecommunications and information technology (ECTI-CON). IEEE, New York, pp 442–445
Zurück zum Zitat Edwards SM, Li H, Lee JH (2002) Forced exposure and psychological reactance: antecedents and consequences of the perceived intrusiveness of pop-up ads. J Advert 31(3):83–95CrossRef Edwards SM, Li H, Lee JH (2002) Forced exposure and psychological reactance: antecedents and consequences of the perceived intrusiveness of pop-up ads. J Advert 31(3):83–95CrossRef
Zurück zum Zitat Eid MI (2011) Determinants of E-commerce customer satisfaction, trust, and loyalty in Saudi Arabia. J Electron Commer Res 12:78–93 Eid MI (2011) Determinants of E-commerce customer satisfaction, trust, and loyalty in Saudi Arabia. J Electron Commer Res 12:78–93
Zurück zum Zitat Fishbein M, Ajzen I (1975) Belief, attitude, intention and behavior: an introduction to theory and research. Addison-Wesley, Reading Fishbein M, Ajzen I (1975) Belief, attitude, intention and behavior: an introduction to theory and research. Addison-Wesley, Reading
Zurück zum Zitat Floh A, Treiblmaier H (2006) What keeps the e-banking customer loyal? A multigroup analysis of the moderating role of consumer characteristics on e-loyalty in the financial service industry. J Electron Commer Res 7:97–110 Floh A, Treiblmaier H (2006) What keeps the e-banking customer loyal? A multigroup analysis of the moderating role of consumer characteristics on e-loyalty in the financial service industry. J Electron Commer Res 7:97–110
Zurück zum Zitat Fornell C, Larcker DF (1981) Evaluating structural equation models with unobservable variables and measurement error. J Mark Res 18:39–50CrossRef Fornell C, Larcker DF (1981) Evaluating structural equation models with unobservable variables and measurement error. J Mark Res 18:39–50CrossRef
Zurück zum Zitat Gefen D, Straub DW (1997) Gender differences in perception and adoption of e-mail: an extension to the technology acceptance model. MIS Q 21:389–400CrossRef Gefen D, Straub DW (1997) Gender differences in perception and adoption of e-mail: an extension to the technology acceptance model. MIS Q 21:389–400CrossRef
Zurück zum Zitat Gefen D, Straub DW (2000) The relative importance of perceived ease of-use in IS adoption: a study of ecommerce adoption. J Assoc Inf Syst 8:1–30 Gefen D, Straub DW (2000) The relative importance of perceived ease of-use in IS adoption: a study of ecommerce adoption. J Assoc Inf Syst 8:1–30
Zurück zum Zitat Gefen D, Straub DW (2004) Consumer trust in B2C e-Commerce and the importance of social presence: experiments in e-Products and e-Services. Omega 32:407–424CrossRef Gefen D, Straub DW (2004) Consumer trust in B2C e-Commerce and the importance of social presence: experiments in e-Products and e-Services. Omega 32:407–424CrossRef
Zurück zum Zitat Gefen D, Karahanna E, Straub DW (2003) Inexperience and experience with online Stores: the importance of TAM and Trust. IEE Trans Eng Manag 50:307–321CrossRef Gefen D, Karahanna E, Straub DW (2003) Inexperience and experience with online Stores: the importance of TAM and Trust. IEE Trans Eng Manag 50:307–321CrossRef
Zurück zum Zitat Glass R, Li S (2010) Social influence and instant messaging adoption. J Comput Inf Syst 51:24–30 Glass R, Li S (2010) Social influence and instant messaging adoption. J Comput Inf Syst 51:24–30
Zurück zum Zitat Goffman E (1967) Interaction ritual. Pantheon, New York Goffman E (1967) Interaction ritual. Pantheon, New York
Zurück zum Zitat Goodman JS, Blum TC (1996) Assessing the non-random sampling effects of subject attrition in longitudinal research. J Manag 22:627–652 Goodman JS, Blum TC (1996) Assessing the non-random sampling effects of subject attrition in longitudinal research. J Manag 22:627–652
Zurück zum Zitat Ha Y, Im H (2014) Determinants of mobile coupon service adoption: assessment of gender difference. Int J Retail Distrib Manag 42:441–459CrossRef Ha Y, Im H (2014) Determinants of mobile coupon service adoption: assessment of gender difference. Int J Retail Distrib Manag 42:441–459CrossRef
Zurück zum Zitat Ha I, Yoon Y, Choi M (2007) Determinants of adoption of mobile games under mobile broadband wireless access environment. Inf Manag 44:276–286CrossRef Ha I, Yoon Y, Choi M (2007) Determinants of adoption of mobile games under mobile broadband wireless access environment. Inf Manag 44:276–286CrossRef
Zurück zum Zitat Hair JF, Anderson RE, Tatham RL, William CB (1995) Multivariate data analysis with readings. Prentice-Hall Inc, New Jersey Hair JF, Anderson RE, Tatham RL, William CB (1995) Multivariate data analysis with readings. Prentice-Hall Inc, New Jersey
Zurück zum Zitat Hair JJF, Black WC, Babin BJ, Anderson RE (2010) Multivariate data analysis: a global perspective, 7th edn. Prentice Hall, Upper Saddle River Hair JJF, Black WC, Babin BJ, Anderson RE (2010) Multivariate data analysis: a global perspective, 7th edn. Prentice Hall, Upper Saddle River
Zurück zum Zitat Hajli N, Sims J (2015) Social commerce: the transfer of power from sellers to buyers. Technol Forecast Soc Chang 94:350–358CrossRef Hajli N, Sims J (2015) Social commerce: the transfer of power from sellers to buyers. Technol Forecast Soc Chang 94:350–358CrossRef
Zurück zum Zitat Hansen SS, Lee JK (2013) What drives consumers to pass along marketer-generated eWOM in social network games? Social and game factors in play. J Theor Appl Electron Commer Res 8:53–68CrossRef Hansen SS, Lee JK (2013) What drives consumers to pass along marketer-generated eWOM in social network games? Social and game factors in play. J Theor Appl Electron Commer Res 8:53–68CrossRef
Zurück zum Zitat Harb H, Farahat H, Ezz M (2008) SecureSMSPay: secure SMS mobile payment model. In: 2nd international conference on anti-counterfeiting, security and identification, 2008 (ASID 2008). IEEE, New York, pp 11–17 Harb H, Farahat H, Ezz M (2008) SecureSMSPay: secure SMS mobile payment model. In: 2nd international conference on anti-counterfeiting, security and identification, 2008 (ASID 2008). IEEE, New York, pp 11–17
Zurück zum Zitat Hartwick J, Barki H (1994) Explaining the role of user participation in information system use. Manag Sci 40:440–465CrossRef Hartwick J, Barki H (1994) Explaining the role of user participation in information system use. Manag Sci 40:440–465CrossRef
Zurück zum Zitat Hasan B (2010) Emerging and scripted roles in computer-supported collaborative learning. Comput Hum Behav 26:597–601CrossRef Hasan B (2010) Emerging and scripted roles in computer-supported collaborative learning. Comput Hum Behav 26:597–601CrossRef
Zurück zum Zitat Hashemi MR, Soroush E (2006) A secure m-payment protocol for mobile devices. In: Canadian conference on electrical and computer engineering, 2006 (CCECE’06). IEEE, New York, pp 294–297 Hashemi MR, Soroush E (2006) A secure m-payment protocol for mobile devices. In: Canadian conference on electrical and computer engineering, 2006 (CCECE’06). IEEE, New York, pp 294–297
Zurück zum Zitat Hernández-García A, Iglesias-Pradas S, Chaparro-Peláez J, Pascual-Miguel F (2011) Exploring the attitudes and intentions of non-shoppers in the acceptance of e-Commerce. J Univ Comput Sci 17:1314–1328 Hernández-García A, Iglesias-Pradas S, Chaparro-Peláez J, Pascual-Miguel F (2011) Exploring the attitudes and intentions of non-shoppers in the acceptance of e-Commerce. J Univ Comput Sci 17:1314–1328
Zurück zum Zitat Herrero A, Rodríguez del Bosque I (2008) Explaining B2C e-commerce acceptance: an integrative model based on the framework by Gatignon and Robertson. Interact Comput 20:212–224CrossRef Herrero A, Rodríguez del Bosque I (2008) Explaining B2C e-commerce acceptance: an integrative model based on the framework by Gatignon and Robertson. Interact Comput 20:212–224CrossRef
Zurück zum Zitat Hong SJ, Tam KY (2006) Understanding the adoption of multipurpose information appliances: the case of mobile data services. Inf Syst Res 17:162–179CrossRef Hong SJ, Tam KY (2006) Understanding the adoption of multipurpose information appliances: the case of mobile data services. Inf Syst Res 17:162–179CrossRef
Zurück zum Zitat Hong SJ, Lui CS, Hahn J, Moon JY, Kim TG (2013) How old are you really? Cognitive age in technology acceptance. Decis Support Syst 56:122–130CrossRef Hong SJ, Lui CS, Hahn J, Moon JY, Kim TG (2013) How old are you really? Cognitive age in technology acceptance. Decis Support Syst 56:122–130CrossRef
Zurück zum Zitat Hossain L, Silva A (2009) Exploring user acceptance of technology using social networks. J High Technol Manag Res 20:1–18CrossRef Hossain L, Silva A (2009) Exploring user acceptance of technology using social networks. J High Technol Manag Res 20:1–18CrossRef
Zurück zum Zitat Hsu YL (2012) Facebook as international eMarketing strategy of Taiwan hotels. Int J Hosp Manag 31:972–980CrossRef Hsu YL (2012) Facebook as international eMarketing strategy of Taiwan hotels. Int J Hosp Manag 31:972–980CrossRef
Zurück zum Zitat Hsu Ch, Lin J (2008) Acceptance of blog usage: the roles of technology acceptance, social influence and knowledge sharing motivation. Inf Manag 45:65–74CrossRef Hsu Ch, Lin J (2008) Acceptance of blog usage: the roles of technology acceptance, social influence and knowledge sharing motivation. Inf Manag 45:65–74CrossRef
Zurück zum Zitat Hsu MH, Ju CH, Chang CM (2007) Knowledge sharing behavior in virtual communities: the relationship between trust, self-efficacy, and outcome expectations. Int J Hum Comput Stud 65:153–169CrossRef Hsu MH, Ju CH, Chang CM (2007) Knowledge sharing behavior in virtual communities: the relationship between trust, self-efficacy, and outcome expectations. Int J Hum Comput Stud 65:153–169CrossRef
Zurück zum Zitat Hsu MH, Chuang LW, Chiu SP (2011) The impact of trust formation, Trust transference, and perceived risk in online group-buying context. In: International conference on opto-electronics engineering and information science (ICOEIS 2011), 24–25 December, Xi’an, China, pp 2922–2927 Hsu MH, Chuang LW, Chiu SP (2011) The impact of trust formation, Trust transference, and perceived risk in online group-buying context. In: International conference on opto-electronics engineering and information science (ICOEIS 2011), 24–25 December, Xi’an, China, pp 2922–2927
Zurück zum Zitat Hsu CL, Lin JCC, Chiang HS (2013) The effects of blogger recommendations on customers’ online shopping intentions. Internet Res 23:69–88CrossRef Hsu CL, Lin JCC, Chiang HS (2013) The effects of blogger recommendations on customers’ online shopping intentions. Internet Res 23:69–88CrossRef
Zurück zum Zitat Hu X, Li W, Hu Q (2008) Are mobile payment and banking the killer apps for mobile commerce? In: Proceedings of the 41st Hawaii international conference on system sciences, 7–10 January, Waikoloa, Big Island, HI. IEEE Computer Society, Washington, DC Hu X, Li W, Hu Q (2008) Are mobile payment and banking the killer apps for mobile commerce? In: Proceedings of the 41st Hawaii international conference on system sciences, 7–10 January, Waikoloa, Big Island, HI. IEEE Computer Society, Washington, DC
Zurück zum Zitat Huang YC, Tsay WD, Huan CH, Li YH, Lai MC (2011) The influence factors of electronic bill presentment and payment. Case study of mobile phone bill. IEEE, New York, pp 4844–4847 Huang YC, Tsay WD, Huan CH, Li YH, Lai MC (2011) The influence factors of electronic bill presentment and payment. Case study of mobile phone bill. IEEE, New York, pp 4844–4847
Zurück zum Zitat Huang WHD, Hood DW, Yoo SJ (2013) Gender divide and acceptance of collaborative Web 2.0 applications for learning in higher education. Internet Higher Edu 16:57–65CrossRef Huang WHD, Hood DW, Yoo SJ (2013) Gender divide and acceptance of collaborative Web 2.0 applications for learning in higher education. Internet Higher Edu 16:57–65CrossRef
Zurück zum Zitat Hubona GS, Kennick E (1996) The impact of external variables on information technology usage behavior. In: Proceedings of the 29th annual Hawaii international conference on system sciences, Maui, Hawaii, vol 4, pp 166–175 Hubona GS, Kennick E (1996) The impact of external variables on information technology usage behavior. In: Proceedings of the 29th annual Hawaii international conference on system sciences, Maui, Hawaii, vol 4, pp 166–175
Zurück zum Zitat Hung SY, Chang CM, Chen K, Tang KZ, Chou CH (2011) Buyer acceptance of g2b e-government services: an empirical study of inter-entity supply contracts. Data Base Adv Inf Syst 42:81–96CrossRef Hung SY, Chang CM, Chen K, Tang KZ, Chou CH (2011) Buyer acceptance of g2b e-government services: an empirical study of inter-entity supply contracts. Data Base Adv Inf Syst 42:81–96CrossRef
Zurück zum Zitat Hur WM, Kim H, Kim WM (2014) The moderating roles of gender and age in tablet computer adoption. Cyberpsychol Behav Soc Netw 17:33–39CrossRef Hur WM, Kim H, Kim WM (2014) The moderating roles of gender and age in tablet computer adoption. Cyberpsychol Behav Soc Netw 17:33–39CrossRef
Zurück zum Zitat Hwang Y (2010) The moderating effects of gender on e-commerce systems adoption factors: an empirical investigation. Comput Hum Behav 26:1753–1760CrossRef Hwang Y (2010) The moderating effects of gender on e-commerce systems adoption factors: an empirical investigation. Comput Hum Behav 26:1753–1760CrossRef
Zurück zum Zitat Ivarsson S (2008) Mobile payment with customer controlled connection: can it be constructed to be safe enough? Master thesis Ivarsson S (2008) Mobile payment with customer controlled connection: can it be constructed to be safe enough? Master thesis
Zurück zum Zitat Jarvenpaa SL, Tractinsky N, Vitale M (2000) Consumer trust in and Internet store. Inf Technol Manag 1:45–71CrossRef Jarvenpaa SL, Tractinsky N, Vitale M (2000) Consumer trust in and Internet store. Inf Technol Manag 1:45–71CrossRef
Zurück zum Zitat Joines J, Scherer C, Scheufele D (2003) Exploring motivations for consumer web use and their implications for E-Commerce. J Consum Market 20:90–109CrossRef Joines J, Scherer C, Scheufele D (2003) Exploring motivations for consumer web use and their implications for E-Commerce. J Consum Market 20:90–109CrossRef
Zurück zum Zitat Kadhiwal S, Zulfiquar AUS (2007) Analysis of mobile payment security measures and different standards. Comput Fraud Secur 2007(6):12–16CrossRef Kadhiwal S, Zulfiquar AUS (2007) Analysis of mobile payment security measures and different standards. Comput Fraud Secur 2007(6):12–16CrossRef
Zurück zum Zitat Karahanna E, Straub DW, Chervany NL (1999) Information technology adoption across time: a cross-sectional comparison of pre-adoption and post-adoption beliefs. MIS Q 23:183–213CrossRef Karahanna E, Straub DW, Chervany NL (1999) Information technology adoption across time: a cross-sectional comparison of pre-adoption and post-adoption beliefs. MIS Q 23:183–213CrossRef
Zurück zum Zitat Karnouskos S, Fokus F (2004) Mobile Payment: a journey through existing procedures and standardization initiatives. IEEE Commun Surv Tutor 6:44–66CrossRef Karnouskos S, Fokus F (2004) Mobile Payment: a journey through existing procedures and standardization initiatives. IEEE Commun Surv Tutor 6:44–66CrossRef
Zurück zum Zitat Khalifa M, Shen NK (2008) Explaining the adoption of transactional B2C mobile commerce. J Enterp Inf Manag 21:110–124CrossRef Khalifa M, Shen NK (2008) Explaining the adoption of transactional B2C mobile commerce. J Enterp Inf Manag 21:110–124CrossRef
Zurück zum Zitat Khedhaouria A, Beldi A, Belbaly N (2014) The moderating effect of gender on continuance intention for mobile Internet services (MIS). Syst Inf Manag 18:117–137 Khedhaouria A, Beldi A, Belbaly N (2014) The moderating effect of gender on continuance intention for mobile Internet services (MIS). Syst Inf Manag 18:117–137
Zurück zum Zitat Koufaris M (2002) Applying the technology acceptance model and flow theory to online consumer behavior. Inf Syst Res 13(2):205–223CrossRef Koufaris M (2002) Applying the technology acceptance model and flow theory to online consumer behavior. Inf Syst Res 13(2):205–223CrossRef
Zurück zum Zitat Kwak H, Fox R, Zinkhan GM (2002) What products can be successfully promoted and sold via the Internet? J Adv Res 42:23–38CrossRef Kwak H, Fox R, Zinkhan GM (2002) What products can be successfully promoted and sold via the Internet? J Adv Res 42:23–38CrossRef
Zurück zum Zitat Lai JY, Li DH (2005) Technology acceptance model for Internet Banking: an invariante analysis. Inf Manag 42:373–386CrossRef Lai JY, Li DH (2005) Technology acceptance model for Internet Banking: an invariante analysis. Inf Manag 42:373–386CrossRef
Zurück zum Zitat Lee YE, Benbasat I (2004) A framework for the study of customer interface design for mobile commerce. Int J Electron Commer 8:79–102 Lee YE, Benbasat I (2004) A framework for the study of customer interface design for mobile commerce. Int J Electron Commer 8:79–102
Zurück zum Zitat Lee H, Lee Y, Yoo D (2000) The determinants of perceived service quality and its relationship UIT satisfaction. J Serv Mark 14:217–231CrossRef Lee H, Lee Y, Yoo D (2000) The determinants of perceived service quality and its relationship UIT satisfaction. J Serv Mark 14:217–231CrossRef
Zurück zum Zitat Lee YK, Park JH, Chung N, Blakeney A (2012) A unified perspective on the factors influencing usage intention toward mobile financial services. J Bus Res 65:1590–1599CrossRef Lee YK, Park JH, Chung N, Blakeney A (2012) A unified perspective on the factors influencing usage intention toward mobile financial services. J Bus Res 65:1590–1599CrossRef
Zurück zum Zitat Leong LY, Ooi KB, Chong AYL, Lin B (2013) Modeling the stimulators of the behavioral intention to use mobile entertainment: does gender really matter? Comput Hum Behav 29:2109–2121CrossRef Leong LY, Ooi KB, Chong AYL, Lin B (2013) Modeling the stimulators of the behavioral intention to use mobile entertainment: does gender really matter? Comput Hum Behav 29:2109–2121CrossRef
Zurück zum Zitat Li C, Meeds R (2007) Factors affecting information processing of internet advertisements: a test on exposure condition, psychological reactance, and advertising frequency. In: American Academy of Advertising conference proceedings, pp 93–101 Li C, Meeds R (2007) Factors affecting information processing of internet advertisements: a test on exposure condition, psychological reactance, and advertising frequency. In: American Academy of Advertising conference proceedings, pp 93–101
Zurück zum Zitat Li S, Glass R, Records H (2008) The influence of gender on new technology adoption and use-mobile commerce. J Internet Commer 7:270–288CrossRef Li S, Glass R, Records H (2008) The influence of gender on new technology adoption and use-mobile commerce. J Internet Commer 7:270–288CrossRef
Zurück zum Zitat Li J, Liu JL, Ji HY (2014) Empirical study of influence factors of adaption intention of mobile payment based on TAM model in China. Int J u-and e-Service Sci Technol 7:119–132CrossRef Li J, Liu JL, Ji HY (2014) Empirical study of influence factors of adaption intention of mobile payment based on TAM model in China. Int J u-and e-Service Sci Technol 7:119–132CrossRef
Zurück zum Zitat Lian JW, Yen DC (2014) Online shopping drivers and barriers for older adults: age and gender differences. Comput Hum Behav 37:133–143CrossRef Lian JW, Yen DC (2014) Online shopping drivers and barriers for older adults: age and gender differences. Comput Hum Behav 37:133–143CrossRef
Zurück zum Zitat Liao C, Chen JL, Yen DC (2007) Theory of planning behavior (TPB) and customer satisfaction in the continued use of e-service: an integrated model. Comput Hum Behav 23:2804–2822CrossRef Liao C, Chen JL, Yen DC (2007) Theory of planning behavior (TPB) and customer satisfaction in the continued use of e-service: an integrated model. Comput Hum Behav 23:2804–2822CrossRef
Zurück zum Zitat Liébana-Cabanillas F (2012) El papel de los medios de pago en los nuevos entornos electrónicos. Doctoral dissertation, Marketing and Market Research Department. University of Granada Liébana-Cabanillas F (2012) El papel de los medios de pago en los nuevos entornos electrónicos. Doctoral dissertation, Marketing and Market Research Department. University of Granada
Zurück zum Zitat Liébana-Cabanillas F, Muñoz-Leiva F, Sánchez-Fernández J (2013) The impact of risk on the technological acceptance of mobile payment services. Global Business Perspectives, 1(4):309–328. Liébana-Cabanillas F, Muñoz-Leiva F, Sánchez-Fernández J (2013) The impact of risk on the technological acceptance of mobile payment services. Global Business Perspectives, 1(4):309–328.
Zurück zum Zitat Liébana-Cabanillas F, Sánchez-Fernández J, Muñoz-Leiva F (2014) 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). Int J Inf Manag 34:151–166CrossRef Liébana-Cabanillas F, Sánchez-Fernández J, Muñoz-Leiva F (2014) 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). Int J Inf Manag 34:151–166CrossRef
Zurück zum Zitat Liébana-Cabanillas F, Ramos de Luna I, Montoro-Ríos FJ (2015) User behaviour in QR mobile payment system: the QR Payment acceptance model. Technol Anal Strateg Manag 27:1031–1049CrossRef Liébana-Cabanillas F, Ramos de Luna I, Montoro-Ríos FJ (2015) User behaviour in QR mobile payment system: the QR Payment acceptance model. Technol Anal Strateg Manag 27:1031–1049CrossRef
Zurück zum Zitat Lin KM (2011) e-Learning continuance intention: moderating effects of user e-learning experience. Comput Educ 56:515–526CrossRef Lin KM (2011) e-Learning continuance intention: moderating effects of user e-learning experience. Comput Educ 56:515–526CrossRef
Zurück zum Zitat Lin WS, Yeh JY, Chen YY, Chia-Yi N (2009) Determinants of user adoption of E-payment services. J Am Acad Bus Camb 14:224–229 Lin WS, Yeh JY, Chen YY, Chia-Yi N (2009) Determinants of user adoption of E-payment services. J Am Acad Bus Camb 14:224–229
Zurück zum Zitat Lin J, Wang B, Wang N, Lu Y (2014) Understanding the evolution of consumer trust in mobile commerce: a longitudinal study. Inf Technol Manag 15:37–49CrossRef Lin J, Wang B, Wang N, Lu Y (2014) Understanding the evolution of consumer trust in mobile commerce: a longitudinal study. Inf Technol Manag 15:37–49CrossRef
Zurück zum Zitat Liu DS, Chen W (2009) An empirical research on the determinants of user M-commerce acceptance. Stud Comput Intell 209:93–104 Liu DS, Chen W (2009) An empirical research on the determinants of user M-commerce acceptance. Stud Comput Intell 209:93–104
Zurück zum Zitat Liu F, Zhao X, Chau PY, Tang Q (2015) Roles of perceived value and individual differences in the acceptance of mobile coupon applications. Internet Res 25(3):471–495CrossRef Liu F, Zhao X, Chau PY, Tang Q (2015) Roles of perceived value and individual differences in the acceptance of mobile coupon applications. Internet Res 25(3):471–495CrossRef
Zurück zum Zitat Lorenzo C, Alarcón MªC, Gómez MA (2011) Adopción de redes sociales virtuales: ampliación del modelo de aceptación tecnológica integrando confianza and riesgo percibido. Cuad Econ Dir Empresa 14:194–205 Lorenzo C, Alarcón MªC, Gómez MA (2011) Adopción de redes sociales virtuales: ampliación del modelo de aceptación tecnológica integrando confianza and riesgo percibido. Cuad Econ Dir Empresa 14:194–205
Zurück zum Zitat Lu J, Yao J, Yu C (2005) Personal innovativeness, social influences and adoption of wireless Internet services via mobile technology. J Strateg Inf Syst 14:245–268CrossRef Lu J, Yao J, Yu C (2005) Personal innovativeness, social influences and adoption of wireless Internet services via mobile technology. J Strateg Inf Syst 14:245–268CrossRef
Zurück zum Zitat Lu J, Liu C, Yu C, Wang K (2008) Determinants of accepting wireless mobile data services in China. Inf Manag 45:52–64CrossRef Lu J, Liu C, Yu C, Wang K (2008) Determinants of accepting wireless mobile data services in China. Inf Manag 45:52–64CrossRef
Zurück zum Zitat Luque T (1997) Investigación de márketing. Fundamentos. Ariel, Barcelona Luque T (1997) Investigación de márketing. Fundamentos. Ariel, Barcelona
Zurück zum Zitat Malhotra NK (1997) Investigación de Mercados. Un enfoque práctico, 2nd edn. Prentice Hall Hispanoamericana, México Malhotra NK (1997) Investigación de Mercados. Un enfoque práctico, 2nd edn. Prentice Hall Hispanoamericana, México
Zurück zum Zitat Mallat N, Tuunainen VK (2005) Merchant adoption of mobile payment systems. In: Proceedings of the fourth international conference on mobile business (ICMB), Sydney, Australia, July 11–13 Mallat N, Tuunainen VK (2005) Merchant adoption of mobile payment systems. In: Proceedings of the fourth international conference on mobile business (ICMB), Sydney, Australia, July 11–13
Zurück zum Zitat Marsden P (2011) F-commerce selling on Facebook: the opportunity for consumer brands. SYZYGY Group, London, pp 1–33 Marsden P (2011) F-commerce selling on Facebook: the opportunity for consumer brands. SYZYGY Group, London, pp 1–33
Zurück zum Zitat Martínez-Torres MR, Díaz-Fernández MC, Toral S, Barrero F (2014) The moderating role of prior experience in technological acceptance models for ubiquitous computing services in urban environments. Technol Forecast Soc Change 91:146–160CrossRef Martínez-Torres MR, Díaz-Fernández MC, Toral S, Barrero F (2014) The moderating role of prior experience in technological acceptance models for ubiquitous computing services in urban environments. Technol Forecast Soc Change 91:146–160CrossRef
Zurück zum Zitat Marumbwa J (2014) Exploring the moderating effects of socio-demographic variables on consumer acceptance and use of mobile money transfer services (MMTs) in Southern Zimbabwe. Am J Ind Bus Manag 4:271–279 Marumbwa J (2014) Exploring the moderating effects of socio-demographic variables on consumer acceptance and use of mobile money transfer services (MMTs) in Southern Zimbabwe. Am J Ind Bus Manag 4:271–279
Zurück zum Zitat McKnight DH, Chervany NL (2001) What trust means in E-commerce customer relationships: an interdisciplinary conceptual typology. Int J Electron Commer 6:35–59CrossRef McKnight DH, Chervany NL (2001) What trust means in E-commerce customer relationships: an interdisciplinary conceptual typology. Int J Electron Commer 6:35–59CrossRef
Zurück zum Zitat McKnight DH, Kacmar CJ, Choudhury V (2004) Dispositional trust and distrust distinctions in predicting high-and low-risk internet expert advice site perceptions. E-Serv J 3(2):35–55CrossRef McKnight DH, Kacmar CJ, Choudhury V (2004) Dispositional trust and distrust distinctions in predicting high-and low-risk internet expert advice site perceptions. E-Serv J 3(2):35–55CrossRef
Zurück zum Zitat Miyazaki AD, Fernández A (2001) Consumer perceptions of privacy and security risks for online shopping. J Consum Aff 35:27–44CrossRef Miyazaki AD, Fernández A (2001) Consumer perceptions of privacy and security risks for online shopping. J Consum Aff 35:27–44CrossRef
Zurück zum Zitat Moore GC, Benbasat I (1991) Development of an instrument to measure the perceptions of adopting an information technology innovation. Inf Syst Res 2(3):192–222CrossRef Moore GC, Benbasat I (1991) Development of an instrument to measure the perceptions of adopting an information technology innovation. Inf Syst Res 2(3):192–222CrossRef
Zurück zum Zitat Muñoz-Leiva F (2008) La adopción de una innovación basada en la Web Muñoz-Leiva F (2008) La adopción de una innovación basada en la Web
Zurück zum Zitat Muñoz-Leiva F, Hernández-Méndez J, Sánchez-Fernández J (2012) Generalising user behavior in online travel sites through the travel 2.0 website acceptance model. Online Inf Rev 36:879–902CrossRef Muñoz-Leiva F, Hernández-Méndez J, Sánchez-Fernández J (2012) Generalising user behavior in online travel sites through the travel 2.0 website acceptance model. Online Inf Rev 36:879–902CrossRef
Zurück zum Zitat Musa A, Khan HU, AlShare KA (2015) Factors influence consumers’ adoption of mobile payment devices in Qatar. Int J Mobile Commun 13:670–689CrossRef Musa A, Khan HU, AlShare KA (2015) Factors influence consumers’ adoption of mobile payment devices in Qatar. Int J Mobile Commun 13:670–689CrossRef
Zurück zum Zitat Neil J, Raubenheimer J, Bounagui M (2009) Gender differences in purchase intention of music downloads. Manag Dyn 18:25–36 Neil J, Raubenheimer J, Bounagui M (2009) Gender differences in purchase intention of music downloads. Manag Dyn 18:25–36
Zurück zum Zitat Ng CSP (2013) Intention to purchase on social commerce websites across cultures: a cross-regional study. Inf Manag 50:609–620CrossRef Ng CSP (2013) Intention to purchase on social commerce websites across cultures: a cross-regional study. Inf Manag 50:609–620CrossRef
Zurück zum Zitat Niemelä-Nyrhinen J (2007) Baby boom consumers and technology: shooting down stereotypes. J Consum Market 24:305–312CrossRef Niemelä-Nyrhinen J (2007) Baby boom consumers and technology: shooting down stereotypes. J Consum Market 24:305–312CrossRef
Zurück zum Zitat Niemelä-Nyrhinen J (2009) Factors affecting acceptance of mobile content services among mature consumers. University of Jyväskylä, Jyväskylä Niemelä-Nyrhinen J (2009) Factors affecting acceptance of mobile content services among mature consumers. University of Jyväskylä, Jyväskylä
Zurück zum Zitat Nyeko JS, Moya M, Kabaale E, Odongo J (2014) Factors Influencing the short message service (SMS) mobile banking adoption: a users’ perspective in the West Nile Region in Uganda. Eur J Bus Manag 6:34–45 Nyeko JS, Moya M, Kabaale E, Odongo J (2014) Factors Influencing the short message service (SMS) mobile banking adoption: a users’ perspective in the West Nile Region in Uganda. Eur J Bus Manag 6:34–45
Zurück zum Zitat Nysveen H, Pedersen PE, Tohorbjornsen H (2005) Intentions to use mobile services: antecedents and cross-service comparisons. J Acad Mark Sci 33:330–346CrossRef Nysveen H, Pedersen PE, Tohorbjornsen H (2005) Intentions to use mobile services: antecedents and cross-service comparisons. J Acad Mark Sci 33:330–346CrossRef
Zurück zum Zitat O’Cass A, Fenech T (2003) Web retailing adopction: exploring the nature of internet users web retailing behavior. J Retail Consum Serv 10:81–94CrossRef O’Cass A, Fenech T (2003) Web retailing adopction: exploring the nature of internet users web retailing behavior. J Retail Consum Serv 10:81–94CrossRef
Zurück zum Zitat Okazaki S, Mendez F (2013) Exploring convenience in mobile commerce: moderating effects of gender. Comput Hum Behav 29:1234–1242CrossRef Okazaki S, Mendez F (2013) Exploring convenience in mobile commerce: moderating effects of gender. Comput Hum Behav 29:1234–1242CrossRef
Zurück zum Zitat Ondrus J, Pigneur Y (2006) Towards a holistic analysis of mobile payments: a multiple perspectives approach. Electron Commer Res Appl 5:246–257CrossRef Ondrus J, Pigneur Y (2006) Towards a holistic analysis of mobile payments: a multiple perspectives approach. Electron Commer Res Appl 5:246–257CrossRef
Zurück zum Zitat Pappas IO, Pateli AG, Giannakos MN, Chrissikopoulos V (2014) Moderating effects of online shopping experience on customer satisfaction and repurchase intentions. Int J Retail Distrib Manag 42:187–204CrossRef Pappas IO, Pateli AG, Giannakos MN, Chrissikopoulos V (2014) Moderating effects of online shopping experience on customer satisfaction and repurchase intentions. Int J Retail Distrib Manag 42:187–204CrossRef
Zurück zum Zitat Pavlou PA (2003) Consumer acceptance of electronic commerce: integrating trust and risk with the technology acceptance model. Int J Electron Commer 7:69–103 Pavlou PA (2003) Consumer acceptance of electronic commerce: integrating trust and risk with the technology acceptance model. Int J Electron Commer 7:69–103
Zurück zum Zitat Pavlou PA, Fygenson M (2006) Understanding and predicting electronic commerce adoption: an extension of the theory of planned behavior. MIS Q 30:115–144CrossRef Pavlou PA, Fygenson M (2006) Understanding and predicting electronic commerce adoption: an extension of the theory of planned behavior. MIS Q 30:115–144CrossRef
Zurück zum Zitat Phang C, Sutanto J, Kankanhalli A, Li Y, Tan B, Teo H (2006) Senior citizens’ acceptance of information systems: a study in the context of e-government services. IEEE Trans Eng Manag 53:555–569CrossRef Phang C, Sutanto J, Kankanhalli A, Li Y, Tan B, Teo H (2006) Senior citizens’ acceptance of information systems: a study in the context of e-government services. IEEE Trans Eng Manag 53:555–569CrossRef
Zurück zum Zitat Pikkarainen T, Pikkarainen K, Karjaluoto H, Pahnila S (2004) Consumer acceptance of online banking: an extension of the technology acceptance model. Internet Res 14:224–235CrossRef Pikkarainen T, Pikkarainen K, Karjaluoto H, Pahnila S (2004) Consumer acceptance of online banking: an extension of the technology acceptance model. Internet Res 14:224–235CrossRef
Zurück zum Zitat Pitta D, Franzak F, Fowler D (2006) A strategic approach to building on-line customer loyalty: integrating customer profiability tiers. J Consum Market 23:421–429CrossRef Pitta D, Franzak F, Fowler D (2006) A strategic approach to building on-line customer loyalty: integrating customer profiability tiers. J Consum Market 23:421–429CrossRef
Zurück zum Zitat Porter CE, Donthu N (2006) Using the technology acceptance model to explain how attitudes determine internet usage: the role of perceived access barriers and demographics. J Bus Res 59:999–1007CrossRef Porter CE, Donthu N (2006) Using the technology acceptance model to explain how attitudes determine internet usage: the role of perceived access barriers and demographics. J Bus Res 59:999–1007CrossRef
Zurück zum Zitat Quintana SM, Maxwell SE (1999) Implications of recent developments in structural equation modeling for counseling psychology. Counsel Psychol 27:485–527CrossRef Quintana SM, Maxwell SE (1999) Implications of recent developments in structural equation modeling for counseling psychology. Counsel Psychol 27:485–527CrossRef
Zurück zum Zitat Ristola A (2010) Insights into customers emerging interest in mobile services. Doctoral dissertation, Department of Marketing, University of Oulu Ristola A (2010) Insights into customers emerging interest in mobile services. Doctoral dissertation, Department of Marketing, University of Oulu
Zurück zum Zitat Rouibah K, Ramayah T, May OS (2011) Modeling user acceptance of Internet Banking in Malaysia: a partial least square (PLS) approach. In: Saharma SK (ed) E-adoption and socio-economic impacts: emerging infrastructural effects. IGI Global, Hershey, pp 1–23 Rouibah K, Ramayah T, May OS (2011) Modeling user acceptance of Internet Banking in Malaysia: a partial least square (PLS) approach. In: Saharma SK (ed) E-adoption and socio-economic impacts: emerging infrastructural effects. IGI Global, Hershey, pp 1–23
Zurück zum Zitat Ruiz AV, Izquierdo A, Calderón E (2007) Actitudes hacia Internet, riesgo percibido and confianza: Su influencia sobre la compra de pernoctaciones hoteleras. In: XVII Jornadas Hispano Lusas de Gestión Científica, Logroño Ruiz AV, Izquierdo A, Calderón E (2007) Actitudes hacia Internet, riesgo percibido and confianza: Su influencia sobre la compra de pernoctaciones hoteleras. In: XVII Jornadas Hispano Lusas de Gestión Científica, Logroño
Zurück zum Zitat Sahut JM (2006) Electronic wallet in danger. J Internet Bank Commer 11:2 Sahut JM (2006) Electronic wallet in danger. J Internet Bank Commer 11:2
Zurück zum Zitat San José R (2007) Ejecución y eficacia de la publicidad online. Los sitios web de las agencias de viajes. Doctoral dissertation, University de Valladolid San José R (2007) Ejecución y eficacia de la publicidad online. Los sitios web de las agencias de viajes. Doctoral dissertation, University de Valladolid
Zurück zum Zitat San Martín S, López B (2010) Posibilidades de la compraventa B2C por teléfono móvil en comparación con Internet. Cuader Gestión 10:17–34CrossRef San Martín S, López B (2010) Posibilidades de la compraventa B2C por teléfono móvil en comparación con Internet. Cuader Gestión 10:17–34CrossRef
Zurück zum Zitat Sánchez-Franco MJ, Villarejo AF, Martín FA (2009) The moderating effect of gender on relationship quality and loyalty toward Internet service providers. Inf Manag 46:196–202CrossRef Sánchez-Franco MJ, Villarejo AF, Martín FA (2009) The moderating effect of gender on relationship quality and loyalty toward Internet service providers. Inf Manag 46:196–202CrossRef
Zurück zum Zitat Sanz-Blas S, Ruiz-Mafé C, Perez IP (2014) Key drivers of services website loyalty. Serv Ind J 34:455–475CrossRef Sanz-Blas S, Ruiz-Mafé C, Perez IP (2014) Key drivers of services website loyalty. Serv Ind J 34:455–475CrossRef
Zurück zum Zitat Satorra A (2002) Asymptotic robustness in multiple group linear-latent variable models. Econ Theory 18:297–312CrossRef Satorra A (2002) Asymptotic robustness in multiple group linear-latent variable models. Econ Theory 18:297–312CrossRef
Zurück zum Zitat Schierz PG, Schilke O, Wirtz BW (2010) Understanding consumer acceptance of mobile payment services: an empirical analysis. Electron Commer Res Appl 9:209–216CrossRef Schierz PG, Schilke O, Wirtz BW (2010) Understanding consumer acceptance of mobile payment services: an empirical analysis. Electron Commer Res Appl 9:209–216CrossRef
Zurück zum Zitat Schwiderski-Grosche S, Knospe H (2002) Secure mobile commerce. Electron Commun Eng J 14:228–238CrossRef Schwiderski-Grosche S, Knospe H (2002) Secure mobile commerce. Electron Commun Eng J 14:228–238CrossRef
Zurück zum Zitat Sebola LE, Penzhorn WT (2010) A secure mobile commerce system for the vending of prepaid electricity tokens. University of Pretoria, Pretoria Sebola LE, Penzhorn WT (2010) A secure mobile commerce system for the vending of prepaid electricity tokens. University of Pretoria, Pretoria
Zurück zum Zitat Shih Y, Fang K (2004) The use of a decomposed theory of planned behavior to study Internet banking in Taiwan. Internet Res Electron Netw Appl Policy 14:213–223CrossRef Shih Y, Fang K (2004) The use of a decomposed theory of planned behavior to study Internet banking in Taiwan. Internet Res Electron Netw Appl Policy 14:213–223CrossRef
Zurück zum Zitat Shin DH (2009) Towards an understanding of the consumer acceptance of mobile wallet. Comput Hum Behav 25:1343–1354CrossRef Shin DH (2009) Towards an understanding of the consumer acceptance of mobile wallet. Comput Hum Behav 25:1343–1354CrossRef
Zurück zum Zitat Shin DH, Shin YJ (2011) Why do people play social network games. Comput Hum Behav 27:852–861CrossRef Shin DH, Shin YJ (2011) Why do people play social network games. Comput Hum Behav 27:852–861CrossRef
Zurück zum Zitat Simon F, Usunier J (2007) Cognitive, demographic, and situational determinants of service customer preference for personnel-in-contact over self-service technology. Int J Res Mark 24:163–173CrossRef Simon F, Usunier J (2007) Cognitive, demographic, and situational determinants of service customer preference for personnel-in-contact over self-service technology. Int J Res Mark 24:163–173CrossRef
Zurück zum Zitat Singh J, Sirdeshmukh D (2000) Agency and trust mechanisms in consumer satisfaction and loyalty judgments. J Acad Mark Sci 28(1):150–167CrossRef Singh J, Sirdeshmukh D (2000) Agency and trust mechanisms in consumer satisfaction and loyalty judgments. J Acad Mark Sci 28(1):150–167CrossRef
Zurück zum Zitat Slade EL, Williams MD, Dwivedi YK (2013) Mobile payment adoption: classification and review of the extant literature. Market Rev 13:167–190CrossRef Slade EL, Williams MD, Dwivedi YK (2013) Mobile payment adoption: classification and review of the extant literature. Market Rev 13:167–190CrossRef
Zurück zum Zitat Stafford TF, Turan A, Raisinghani MS (2004) International and cross-cultural influences on online shopping behavior. J Glob Inf Technol Manag 7:70–87 Stafford TF, Turan A, Raisinghani MS (2004) International and cross-cultural influences on online shopping behavior. J Glob Inf Technol Manag 7:70–87
Zurück zum Zitat Sultan F (2002) Consumer response to the Internet: an exploratory tracking study of virtual home users. J Bus Res 55:655–663CrossRef Sultan F (2002) Consumer response to the Internet: an exploratory tracking study of virtual home users. J Bus Res 55:655–663CrossRef
Zurück zum Zitat Sun H, Zhang P (2006) The role of moderating factors in user technology acceptance. Int J Hum Comput Stud 64:53–78CrossRef Sun H, Zhang P (2006) The role of moderating factors in user technology acceptance. Int J Hum Comput Stud 64:53–78CrossRef
Zurück zum Zitat Susskind A (2004) Electronic commerce and World Wide Web apprehensiveness: an examination of consumers’ perceptions of the World Wide Web. J Comput Mediat Commun 9:1–25 Susskind A (2004) Electronic commerce and World Wide Web apprehensiveness: an examination of consumers’ perceptions of the World Wide Web. J Comput Mediat Commun 9:1–25
Zurück zum Zitat Tan GWH, Ooi KB, Chong SC, Hew TS (2014a) NFC mobile credit card: the next frontier of mobile payment? Telemat Inform 31:292–307CrossRef Tan GWH, Ooi KB, Chong SC, Hew TS (2014a) NFC mobile credit card: the next frontier of mobile payment? Telemat Inform 31:292–307CrossRef
Zurück zum Zitat Tan GWH, Ooi KB, Leong LY, Lin B (2014b) Predicting the drivers of behavioral intention to use mobile learning: a hybrid SEM-Neural Networks approach. Comput Hum Behav 36:198–213CrossRef Tan GWH, Ooi KB, Leong LY, Lin B (2014b) Predicting the drivers of behavioral intention to use mobile learning: a hybrid SEM-Neural Networks approach. Comput Hum Behav 36:198–213CrossRef
Zurück zum Zitat Taylor S, Todd PA (1995) Understanding information technology usage: a test of competing models. Inf Syst Res 6(2):144–176CrossRef Taylor S, Todd PA (1995) Understanding information technology usage: a test of competing models. Inf Syst Res 6(2):144–176CrossRef
Zurück zum Zitat Telecommunication Market Commission, CMT (2014) Telecommunication Market Commission’s annual report, 2013. http://www.cmt.es. Accessed 10 Nov 2014 Telecommunication Market Commission, CMT (2014) Telecommunication Market Commission’s annual report, 2013. http://​www.​cmt.​es. Accessed 10 Nov 2014
Zurück zum Zitat Teo E, Fraunholz B, Unnithan C (2005) Inhibitors and facilitators for mobile payment adoption in Australia: a preliminary study. In: Proceedings 4th international conference mobile business (ICMB’05), July 2005, pp 663–666 Teo E, Fraunholz B, Unnithan C (2005) Inhibitors and facilitators for mobile payment adoption in Australia: a preliminary study. In: Proceedings 4th international conference mobile business (ICMB’05), July 2005, pp 663–666
Zurück zum Zitat Teo TSH, Srivastava SC, Jiang L (2009) Trust and Electronic Government Success: an Empirical Study. J Manag Inf Syst 25:99–131CrossRef Teo TSH, Srivastava SC, Jiang L (2009) Trust and Electronic Government Success: an Empirical Study. J Manag Inf Syst 25:99–131CrossRef
Zurück zum Zitat Thakur R (2013) Customer adoption of mobile payment services by professionals across two Cities in India: an empirical study using modified technology acceptance model. Bus Perspect Res 1:31CrossRef Thakur R (2013) Customer adoption of mobile payment services by professionals across two Cities in India: an empirical study using modified technology acceptance model. Bus Perspect Res 1:31CrossRef
Zurück zum Zitat Thakur R, Srivastava M (2014) Adoption readiness, personal innovativeness, perceived risk and usage intention across customer groups for mobile payment services in India. Internet Res 24:369–392CrossRef Thakur R, Srivastava M (2014) Adoption readiness, personal innovativeness, perceived risk and usage intention across customer groups for mobile payment services in India. Internet Res 24:369–392CrossRef
Zurück zum Zitat Toorani M, Beheshti A (2008) SSMS-A secure SMS messaging protocol for the m-payment systems. In: IEEE symposium on computers and communications, 2008 (ISCC 2008). IEEE, New York, pp 700–705 Toorani M, Beheshti A (2008) SSMS-A secure SMS messaging protocol for the m-payment systems. In: IEEE symposium on computers and communications, 2008 (ISCC 2008). IEEE, New York, pp 700–705
Zurück zum Zitat Valcourt E, Robert JM, Beaulieu F (2005) Investigating mobile payment: supporting technologies, methods, and use. In: IEEE international conference on wireless and mobile computing, networking and communications, 2005 (WiMob’2005), vol 4. IEEE, New York, pp 29–36 Valcourt E, Robert JM, Beaulieu F (2005) Investigating mobile payment: supporting technologies, methods, and use. In: IEEE international conference on wireless and mobile computing, networking and communications, 2005 (WiMob’2005), vol 4. IEEE, New York, pp 29–36
Zurück zum Zitat Van Der Heijden H, Verhagen T, Creemers M (2003) Understanding online purchase intentions: contributions from technology and trust perspectives. Eur J Inf Syst 12:41–48CrossRef Van Der Heijden H, Verhagen T, Creemers M (2003) Understanding online purchase intentions: contributions from technology and trust perspectives. Eur J Inf Syst 12:41–48CrossRef
Zurück zum Zitat Venkatesh V, Bala H (2008) Technology acceptance model 3 and a research agenda on interventions. Decis Sci 39:273–315CrossRef Venkatesh V, Bala H (2008) Technology acceptance model 3 and a research agenda on interventions. Decis Sci 39:273–315CrossRef
Zurück zum Zitat Venkatesh V, Davis FD (2000) A theoretical extension of the technology acceptance model: four longitudinal field studies. Manag Sci 46(2):186–204CrossRef Venkatesh V, Davis FD (2000) A theoretical extension of the technology acceptance model: four longitudinal field studies. Manag Sci 46(2):186–204CrossRef
Zurück zum Zitat Venkatesh V, Morris MG, Davis GB, Davis FD (2003) User acceptance of information technology: toward a unified view. MIS Q 27:425–478CrossRef Venkatesh V, Morris MG, Davis GB, Davis FD (2003) User acceptance of information technology: toward a unified view. MIS Q 27:425–478CrossRef
Zurück zum Zitat Wakefield RL, Whitten D (2007) Examining user perception of third-party organization credibility and trust in an e-retailer. In: End user computing challenges and technologies: emerging tools and applications: emerging tools and applications, pp 1–19 Wakefield RL, Whitten D (2007) Examining user perception of third-party organization credibility and trust in an e-retailer. In: End user computing challenges and technologies: emerging tools and applications: emerging tools and applications, pp 1–19
Zurück zum Zitat Weber RH, Darbellay A (2010) Legal issues in mobile banking. J Bank Regul 11:129–145CrossRef Weber RH, Darbellay A (2010) Legal issues in mobile banking. J Bank Regul 11:129–145CrossRef
Zurück zum Zitat Weijters B, Rangarajan D, Falk T, Schillewaert N (2007) Determinants and outcomes of customers use of self-service technology in a retail setting. J Serv Res 10:3–21CrossRef Weijters B, Rangarajan D, Falk T, Schillewaert N (2007) Determinants and outcomes of customers use of self-service technology in a retail setting. J Serv Res 10:3–21CrossRef
Zurück zum Zitat Wu IL, Chen JL (2005) An extension of Trust and TAM model with TPB in the initial adoption of on-line tax: an empirical study. Int J Hum Comput Stud 62:784–808CrossRef Wu IL, Chen JL (2005) An extension of Trust and TAM model with TPB in the initial adoption of on-line tax: an empirical study. Int J Hum Comput Stud 62:784–808CrossRef
Zurück zum Zitat Wynn A (2009) An 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. Doctoral dissertation, Nova Southeastern University, United States —Florida Wynn A (2009) An 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. Doctoral dissertation, Nova Southeastern University, United States —Florida
Zurück zum Zitat Yang K, Lee HJ (2010) Gender differences in using mobile data services: utilitarian and hedonic value approaches. J Res Interact Market 4:142–156CrossRef Yang K, Lee HJ (2010) Gender differences in using mobile data services: utilitarian and hedonic value approaches. J Res Interact Market 4:142–156CrossRef
Zurück zum Zitat Yang B, Kim Y, Yoo C (2012a) The integrated mobile advertising model: the effects of technology-and emotion-based evaluations. J Bus Res 9:1345–1352 Yang B, Kim Y, Yoo C (2012a) The integrated mobile advertising model: the effects of technology-and emotion-based evaluations. J Bus Res 9:1345–1352
Zurück zum Zitat Yang S, Lu Y, Gupta S, Caso Y, Zhang R (2012b) Mobile payment services adoption across time: an empirical study of the effects of behavioral beliefs, social influences, and personal traits. Comput Hum Behav 28:129–142CrossRef Yang S, Lu Y, Gupta S, Caso Y, Zhang R (2012b) Mobile payment services adoption across time: an empirical study of the effects of behavioral beliefs, social influences, and personal traits. Comput Hum Behav 28:129–142CrossRef
Zurück zum Zitat Yazdanifard R, Sayed M, Elkhabir A (2011) Mobile commerce and related mobile security issues. Int Conf Softw Comput Appl IPCSIT 9:198–201 Yazdanifard R, Sayed M, Elkhabir A (2011) Mobile commerce and related mobile security issues. Int Conf Softw Comput Appl IPCSIT 9:198–201
Zurück zum Zitat Yi LJ (2002) Read shows on the Internet: taking individual investors for a ride on the information highway. Duke Law J 52:243–271CrossRef Yi LJ (2002) Read shows on the Internet: taking individual investors for a ride on the information highway. Duke Law J 52:243–271CrossRef
Zurück zum Zitat Yuan S, Liu Y, Yao R, Liu J (2014) An investigation of users’ continuance intention towards mobile banking in China. Inf Develop (in press) Yuan S, Liu Y, Yao R, Liu J (2014) An investigation of users’ continuance intention towards mobile banking in China. Inf Develop (in press)
Zurück zum Zitat Zhang A, Yue X, Kong, Y (2011) Exploring culture factors affecting the adoption of mobile payment. In: 10th international conference on mobile business, pp 263–267 Zhang A, Yue X, Kong, Y (2011) Exploring culture factors affecting the adoption of mobile payment. In: 10th international conference on mobile business, pp 263–267
Zurück zum Zitat Zhang X, Guo X, Lai K, Guo H, Li C (2014) Understanding gender differences in m-health adoption: a modified theory of reasoned action model. Telemed e-Health 20:39–46CrossRef Zhang X, Guo X, Lai K, Guo H, Li C (2014) Understanding gender differences in m-health adoption: a modified theory of reasoned action model. Telemed e-Health 20:39–46CrossRef
Zurück zum Zitat Zhou T (2011) An empirical examination of users’ post-adoption behavior of mobile services. Behav Inf Technol 30:241–250CrossRef Zhou T (2011) An empirical examination of users’ post-adoption behavior of mobile services. Behav Inf Technol 30:241–250CrossRef
Zurück zum Zitat Zhou T (2013) An empirical examination of continuance intention of mobile payment services. Decis Support Syst 54:1085–1091CrossRef Zhou T (2013) An empirical examination of continuance intention of mobile payment services. Decis Support Syst 54:1085–1091CrossRef
Zurück zum Zitat Zhou T (2014) An empirical examination of initial trust in mobile payment. Wirel Pers Commun 13:60–66 Zhou T (2014) An empirical examination of initial trust in mobile payment. Wirel Pers Commun 13:60–66
Zurück zum Zitat Zhou L, Dai L, Zhang D (2007) Online shopping acceptance model—a critical survey of consumer factors in online shopping. J Electron Commer Res 8:41–62 Zhou L, Dai L, Zhang D (2007) Online shopping acceptance model—a critical survey of consumer factors in online shopping. J Electron Commer Res 8:41–62
Zurück zum Zitat Zimmer JC, Arsal RE, Al-Marzouq M, Grover V (2010) Investigating online information disclosure: effects of information relevance, trust and risk. Inf Manag 47:115–123CrossRef Zimmer JC, Arsal RE, Al-Marzouq M, Grover V (2010) Investigating online information disclosure: effects of information relevance, trust and risk. Inf Manag 47:115–123CrossRef
Metadaten
Titel
A global approach to the analysis of user behavior in mobile payment systems in the new electronic environment
verfasst von
Francisco Liébana-Cabanillas
Francisco Muñoz-Leiva
J. Sánchez-Fernández
Publikationsdatum
08.02.2017
Verlag
Springer Berlin Heidelberg
Erschienen in
Service Business / Ausgabe 1/2018
Print ISSN: 1862-8516
Elektronische ISSN: 1862-8508
DOI
https://doi.org/10.1007/s11628-017-0336-7

Weitere Artikel der Ausgabe 1/2018

Service Business 1/2018 Zur Ausgabe