Skip to main content
Erschienen in: Journal of Computing in Higher Education 2/2020

06.02.2019

The acceptance of a personal learning environment based on Google apps: the role of subjective norms and social image

verfasst von: Francisco Rejón-Guardia, Ana Isabel Polo-Peña, Guillermo Maraver-Tarifa

Erschienen in: Journal of Computing in Higher Education | Ausgabe 2/2020

Einloggen

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

search-config
loading …

Abstract

The international higher education system should be grounded in an educational approach in which teaching and learning methods aim to transform the student into an active agent in their learning process. The present study aims to learn how intention to use a personal learning environment based on Google applications for supporting collaborative learning is formed, in the context of university student learning. For this purpose, an expansion of the technology acceptance models was proposed including subjective norms and social image. The model was empirically evaluated using survey data collected from 267 students from a marketing management degree course, on which Google applications (apps) were used to design a learning environment to support project work and learning. The results show the suitability of the extended TAM to explain the intention to use Google apps as a personal learning environment in the university context. More specifically, subjective norms contributed to the indirect effect on the intention to use Google apps through social image and had a substantial positive influence on the social image. Meanwhile, social image had a significant positive direct effect on perceived usefulness. The results of the present study have a series of practical implications for the higher education sector.

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 "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

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 Abdullah, F., & Ward, R. (2016). Developing a general extended technology acceptance model for e-learning (GETAMEL) by analysing commonly used external factors. Computers in Human Behavior,56, 238–256.CrossRef Abdullah, F., & Ward, R. (2016). Developing a general extended technology acceptance model for e-learning (GETAMEL) by analysing commonly used external factors. Computers in Human Behavior,56, 238–256.CrossRef
Zurück zum Zitat Abdullah, F., Ward, R., & Ahmed, E. (2016). Investigating the influence of the most commonly used external variables of TAM on students’ Perceived Ease of Use (PEOU) and Perceived Usefulness (PU) of e-portfolios. Computers in Human Behavior,63, 75–90.CrossRef Abdullah, F., Ward, R., & Ahmed, E. (2016). Investigating the influence of the most commonly used external variables of TAM on students’ Perceived Ease of Use (PEOU) and Perceived Usefulness (PU) of e-portfolios. Computers in Human Behavior,63, 75–90.CrossRef
Zurück zum Zitat Adell, J., & Castañeda, L. (2010). Los Entornos Personales de Aprendizaje (PLEs): Una nueva manera de entender el aprendizaje. In R. Roigvilla & M. Fiorucci (Eds.), Claves para la investigación e innovación y calidad educativas. La integración de las Tecnologías de la Información y la comunicación y la Interculturalidad en las aulas. Marfil—Roma TRE universita degli studi: Alcoy. Adell, J., & Castañeda, L. (2010). Los Entornos Personales de Aprendizaje (PLEs): Una nueva manera de entender el aprendizaje. In R. Roigvilla & M. Fiorucci (Eds.), Claves para la investigación e innovación y calidad educativas. La integración de las Tecnologías de la Información y la comunicación y la Interculturalidad en las aulas. Marfil—Roma TRE universita degli studi: Alcoy.
Zurück zum Zitat Agarwal, R., & Karahanna, E. (2000). Time flies when you’re having fun: Cognitive absorption and beliefs about information technology usage. MIS Quarterly,24(4), 665–694.CrossRef Agarwal, R., & Karahanna, E. (2000). Time flies when you’re having fun: Cognitive absorption and beliefs about information technology usage. MIS Quarterly,24(4), 665–694.CrossRef
Zurück zum Zitat Agarwal, R., & Prasad, J. (1998). The antecedents and consequences of user perceptions in information technology adoption. Decision Support Systems,22(1), 15–29.CrossRef Agarwal, R., & Prasad, J. (1998). The antecedents and consequences of user perceptions in information technology adoption. Decision Support Systems,22(1), 15–29.CrossRef
Zurück zum Zitat Ajjan, H., & Hartshorne, R. (2008). Investigating faculty decisions to adopt Web 2.0 technologies: Theory and empirical tests. The Internet and Higher Education,11(2), 71–80.CrossRef Ajjan, H., & Hartshorne, R. (2008). Investigating faculty decisions to adopt Web 2.0 technologies: Theory and empirical tests. The Internet and Higher Education,11(2), 71–80.CrossRef
Zurück zum Zitat Ajzen, I., & Fishbein, M. (1980). Understanding attitudes and predicting social behavior. Englewood Cliffs: Prentice-Hall. Ajzen, I., & Fishbein, M. (1980). Understanding attitudes and predicting social behavior. Englewood Cliffs: Prentice-Hall.
Zurück zum Zitat Alsabawy, A. Y., Cater-Steel, A., & Soar, J. (2013). IT infrastructure services as a requirement for e-learning system success. Computers and Education,69, 431–451.CrossRef Alsabawy, A. Y., Cater-Steel, A., & Soar, J. (2013). IT infrastructure services as a requirement for e-learning system success. Computers and Education,69, 431–451.CrossRef
Zurück zum Zitat Arenas-Gaitán, J., Ramírez-Correa, P. E., & Rondán-Cataluña, J. F. (2011). Cross cultural analysis of the use and perceptions of web based learning systems. Computers and Education,57(2), 1762–1774.CrossRef Arenas-Gaitán, J., Ramírez-Correa, P. E., & Rondán-Cataluña, J. F. (2011). Cross cultural analysis of the use and perceptions of web based learning systems. Computers and Education,57(2), 1762–1774.CrossRef
Zurück zum Zitat Arteaga Sánchez, R., Cortijo, V., & Javed, U. (2014). Students’ perceptions of Facebook for academic purposes. Computers and Education,70, 138–149.CrossRef Arteaga Sánchez, R., Cortijo, V., & Javed, U. (2014). Students’ perceptions of Facebook for academic purposes. Computers and Education,70, 138–149.CrossRef
Zurück zum Zitat Attwell, G. (2007). Personal learning environments—The future of eLearning? Elearning Papers,2(1), 1–8. Attwell, G. (2007). Personal learning environments—The future of eLearning? Elearning Papers,2(1), 1–8.
Zurück zum Zitat Bhattacherjee, A. (2001). Understanding information systems continuance: An expectation-confirmation model. MIS Quarterly,25(3), 351–370.CrossRef Bhattacherjee, A. (2001). Understanding information systems continuance: An expectation-confirmation model. MIS Quarterly,25(3), 351–370.CrossRef
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 Quarterly,28(2), 229–254.CrossRef Bhattacherjee, A., & Premkumar, G. (2004). Understanding changes in belief and attitude toward information technology usage: A theoretical model and longitudinal test. MIS Quarterly,28(2), 229–254.CrossRef
Zurück zum Zitat Caruso, J. B., & Salaway, G. (2008). The ECAR study of undergraduate students and information technology, 2008. ECAR Research Studies Colorado: EDUCAUSE Center for Applied Research,1, 1–4. Caruso, J. B., & Salaway, G. (2008). The ECAR study of undergraduate students and information technology, 2008. ECAR Research Studies Colorado: EDUCAUSE Center for Applied Research,1, 1–4.
Zurück zum Zitat Castañeda, L., Dabbagh, N., & Torres-Kompen, R. (2017). Personal learning environments: Research-based practices, frameworks and challenges. Journal of New Approaches in Educational Research,6(1), 1–2.CrossRef Castañeda, L., Dabbagh, N., & Torres-Kompen, R. (2017). Personal learning environments: Research-based practices, frameworks and challenges. Journal of New Approaches in Educational Research,6(1), 1–2.CrossRef
Zurück zum Zitat Castañeda, J. A., Muñoz-Leiva, F., & Luque, T. (2007). Web acceptance model (WAM): Moderating effects of user experience. Information and Management,44(4), 384–396.CrossRef Castañeda, J. A., Muñoz-Leiva, F., & Luque, T. (2007). Web acceptance model (WAM): Moderating effects of user experience. Information and Management,44(4), 384–396.CrossRef
Zurück zum Zitat Chang, C.-T., Hajiyev, J., & Su, C.-R. (2017). Examining the students’ behavioral intention to use e-learning in Azerbaijan? The general extended technology acceptance model for e-learning approach. Computers and Education,111, 128–143.CrossRef Chang, C.-T., Hajiyev, J., & Su, C.-R. (2017). Examining the students’ behavioral intention to use e-learning in Azerbaijan? The general extended technology acceptance model for e-learning approach. Computers and Education,111, 128–143.CrossRef
Zurück zum Zitat Chen, L., Gillenson, M. L., & Sherrell, D. L. (2002). Enticing online consumers: An extended technology acceptance perspective. Information and Management,39(8), 705–719.CrossRef Chen, L., Gillenson, M. L., & Sherrell, D. L. (2002). Enticing online consumers: An extended technology acceptance perspective. Information and Management,39(8), 705–719.CrossRef
Zurück zum Zitat Cheng, G. (2014). Exploring students’ learning styles in relation to their acceptance and attitudes towards using second life in education: A case study in Hong Kong. Computers and Education,70, 105–115.CrossRef Cheng, G. (2014). Exploring students’ learning styles in relation to their acceptance and attitudes towards using second life in education: A case study in Hong Kong. Computers and Education,70, 105–115.CrossRef
Zurück zum Zitat Cheung, R., & Vogel, D. (2013). Predicting user acceptance of collaborative technologies: An extension of the technology acceptance model for e-learning. Computers and Education,63, 160–175.CrossRef Cheung, R., & Vogel, D. (2013). Predicting user acceptance of collaborative technologies: An extension of the technology acceptance model for e-learning. Computers and Education,63, 160–175.CrossRef
Zurück zum Zitat Chien-Huang, L., Ya-Chung, S., Yueh-Chiang, L., & Shih-Chia, W. (2007). How instant messaging affects the satisfaction of virtual interpersonal behavior of Taiwan Junior high school students. Adolescence,42(166), 417–430. Chien-Huang, L., Ya-Chung, S., Yueh-Chiang, L., & Shih-Chia, W. (2007). How instant messaging affects the satisfaction of virtual interpersonal behavior of Taiwan Junior high school students. Adolescence,42(166), 417–430.
Zurück zum Zitat Chow, M., Herold, D. K., Choo, T.-M., & Chan, K. (2012). Extending the technology acceptance model to explore the intention to use second life for enhancing healthcare education. Computers and Education,59(4), 1136–1144.CrossRef Chow, M., Herold, D. K., Choo, T.-M., & Chan, K. (2012). Extending the technology acceptance model to explore the intention to use second life for enhancing healthcare education. Computers and Education,59(4), 1136–1144.CrossRef
Zurück zum Zitat Dabbagh, N., & Fake, H. (2017). College students’ perceptions of personal learning environments through the lens of digital tools, processes and spaces. Journal of New Approaches in Educational Research,6(1), 28–36.CrossRef Dabbagh, N., & Fake, H. (2017). College students’ perceptions of personal learning environments through the lens of digital tools, processes and spaces. Journal of New Approaches in Educational Research,6(1), 28–36.CrossRef
Zurück zum Zitat Dabbagh, N., & Kitsantas, A. (2012). Personal learning environments, social media, and self-regulated learning: A natural formula for connecting formal and informal learning. The Internet and Higher Education,15(1), 3–8.CrossRef Dabbagh, N., & Kitsantas, A. (2012). Personal learning environments, social media, and self-regulated learning: A natural formula for connecting formal and informal learning. The Internet and Higher Education,15(1), 3–8.CrossRef
Zurück zum Zitat Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly,13(3), 319–340.CrossRef Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly,13(3), 319–340.CrossRef
Zurück zum Zitat Davis, S., & Wiedenbeck, S. (2001). The mediating effects of intrinsic motivation, ease of use and usefulness perceptions on performance in first-time and subsequent computer users. Interacting with Computers,13(5), 549–580.CrossRef Davis, S., & Wiedenbeck, S. (2001). The mediating effects of intrinsic motivation, ease of use and usefulness perceptions on performance in first-time and subsequent computer users. Interacting with Computers,13(5), 549–580.CrossRef
Zurück zum Zitat De Smet, C., Bourgonjon, J., De Wever, B., Schellens, T., & Valcke, M. (2012). Researching instructional use and the technology acceptation of learning management systems by secondary school teachers. Computers and Education,58(2), 688–696.CrossRef De Smet, C., Bourgonjon, J., De Wever, B., Schellens, T., & Valcke, M. (2012). Researching instructional use and the technology acceptation of learning management systems by secondary school teachers. Computers and Education,58(2), 688–696.CrossRef
Zurück zum Zitat del Barrio-García, S., Arquero, J. L., & Romero-Frías, E. (2015). Personal learning environments acceptance model: The role of need for cognition, e-learning satisfaction and students’ perceptions. Journal of Educational Technology and Society,18(3), 129–141. del Barrio-García, S., Arquero, J. L., & Romero-Frías, E. (2015). Personal learning environments acceptance model: The role of need for cognition, e-learning satisfaction and students’ perceptions. Journal of Educational Technology and Society,18(3), 129–141.
Zurück zum Zitat Drent, M., & Meelissen, M. (2008). Which factors obstruct or stimulate teacher educators to use ICT innovatively? Computers and Education,51(1), 187–199.CrossRef Drent, M., & Meelissen, M. (2008). Which factors obstruct or stimulate teacher educators to use ICT innovatively? Computers and Education,51(1), 187–199.CrossRef
Zurück zum Zitat Dwivedi, Y. K., Mustafee, N., Carter, L. D., & Williams, M. D. (2010). A bibliometric comparison of the usage of two theories of IS/IT acceptance (TAM and UTAUT). In AMCIS 2010 Proceedings (Paper 183, p. 10). Dwivedi, Y. K., Mustafee, N., Carter, L. D., & Williams, M. D. (2010). A bibliometric comparison of the usage of two theories of IS/IT acceptance (TAM and UTAUT). In AMCIS 2010 Proceedings (Paper 183, p. 10).
Zurück zum Zitat Ebner, M., & Taraghi, B. (2010). Personal learning environment for higher education—A first prototype (pp. 1158–1166). Presented at the EdMedia: World conference on educational media and technology, association for the advancement of computing in education (AACE). Retrieved June 27, 2018 from https://www.learntechlib.org/primary/p/34779/. Ebner, M., & Taraghi, B. (2010). Personal learning environment for higher education—A first prototype (pp. 1158–1166). Presented at the EdMedia: World conference on educational media and technology, association for the advancement of computing in education (AACE). Retrieved June 27, 2018 from https://​www.​learntechlib.​org/​primary/​p/​34779/​.
Zurück zum Zitat Emmett, D. J. (2011). Student engagement with an ePortfolio: A case study of pre-service education students (professional_doctorate). Queensland University of Technology. Retrieved August 22, 2018 from https://eprints.qut.edu.au/40957/. Emmett, D. J. (2011). Student engagement with an ePortfolio: A case study of pre-service education students (professional_doctorate). Queensland University of Technology. Retrieved August 22, 2018 from https://​eprints.​qut.​edu.​au/​40957/​.
Zurück zum Zitat Escobar-Rodriguez, T., & Monge-Lozano, P. (2012). The acceptance of Moodle technology by business administration students. Computers and Education,58(4), 1085–1093.CrossRef Escobar-Rodriguez, T., & Monge-Lozano, P. (2012). The acceptance of Moodle technology by business administration students. Computers and Education,58(4), 1085–1093.CrossRef
Zurück zum Zitat Esteve, F. (2009). Bolonia y las TIC: De la docencia 1.0 al aprendizaje 2.0. La Cuestión Universitaria,5, 59–68. Esteve, F. (2009). Bolonia y las TIC: De la docencia 1.0 al aprendizaje 2.0. La Cuestión Universitaria,5, 59–68.
Zurück zum Zitat Featherman, M. S., & Pavlou, P. A. (2003). Predicting e-services adoption: A perceived risk facets perspective. International Journal of Human–Computer Studies,59(4), 451–474.CrossRef Featherman, M. S., & Pavlou, P. A. (2003). Predicting e-services adoption: A perceived risk facets perspective. International Journal of Human–Computer Studies,59(4), 451–474.CrossRef
Zurück zum Zitat Fishbein, M., & Ajzen, I. (1975). Belief, attitude, intention and behaviour: An introduction to theory and research. Boston: Addison-Wesley. Fishbein, M., & Ajzen, I. (1975). Belief, attitude, intention and behaviour: An introduction to theory and research. Boston: Addison-Wesley.
Zurück zum Zitat Fisher, R. J., & Price, L. L. (1992). An investigation into the social context of early adoption behavior. Journal of Consumer Research,19(3), 477–486.CrossRef Fisher, R. J., & Price, L. L. (1992). An investigation into the social context of early adoption behavior. Journal of Consumer Research,19(3), 477–486.CrossRef
Zurück zum Zitat García-Peñalvo, F. J., Conde, M. Á., Alier, M., & Casany, M. J. (2011). Opening learning management systems to personal learning environments. Journal of Universal Computer Science,17(9), 1222–1240. García-Peñalvo, F. J., Conde, M. Á., Alier, M., & Casany, M. J. (2011). Opening learning management systems to personal learning environments. Journal of Universal Computer Science,17(9), 1222–1240.
Zurück zum Zitat Gefen, D., Karahanna, E., & Straub, D. W. (2003). Trust and TAM in online shopping: An integrated model. MIS Quarterly,27(1), 51–90.CrossRef Gefen, D., Karahanna, E., & Straub, D. W. (2003). Trust and TAM in online shopping: An integrated model. MIS Quarterly,27(1), 51–90.CrossRef
Zurück zum Zitat Gunawardena, C. G. (2014). Comparison of existing technology acceptance theories and models to suggest a well improved theory/model. International Technical Sciences Journal,1(1), 21–36. Gunawardena, C. G. (2014). Comparison of existing technology acceptance theories and models to suggest a well improved theory/model. International Technical Sciences Journal,1(1), 21–36.
Zurück zum Zitat Hair, J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (1999). Análisis multivariante. Upper Saddle River: Prentice Hall Iberia. Hair, J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (1999). Análisis multivariante. Upper Saddle River: Prentice Hall Iberia.
Zurück zum Zitat Hajiyev, J. (2018). Assessing students’ attitude and intention to use M-learning in higher education. Journal of Contemporary Educational Research,2(2), 17–25.CrossRef Hajiyev, J. (2018). Assessing students’ attitude and intention to use M-learning in higher education. Journal of Contemporary Educational Research,2(2), 17–25.CrossRef
Zurück zum Zitat Helsper, E. J., & Eynon, R. (2010). Digital natives: Where is the evidence? British Educational Research Journal,36(3), 503–520.CrossRef Helsper, E. J., & Eynon, R. (2010). Digital natives: Where is the evidence? British Educational Research Journal,36(3), 503–520.CrossRef
Zurück zum Zitat Heo, J., & Han, I. (2003). Performance measure of information systems (IS) in evolving computing environments: An empirical investigation. Information and Management,40(4), 243–256.CrossRef Heo, J., & Han, I. (2003). Performance measure of information systems (IS) in evolving computing environments: An empirical investigation. Information and Management,40(4), 243–256.CrossRef
Zurück zum Zitat Ho, L.-H., Hung, C.-L., & Chen, H.-C. (2013). Using theoretical models to examine the acceptance behavior of mobile phone messaging to enhance parent–teacher interactions. Computers and Education,61, 105–114.CrossRef Ho, L.-H., Hung, C.-L., & Chen, H.-C. (2013). Using theoretical models to examine the acceptance behavior of mobile phone messaging to enhance parent–teacher interactions. Computers and Education,61, 105–114.CrossRef
Zurück zum Zitat Hora, M. T., & Holden, J. (2013). Exploring the role of instructional technology in course planning and classroom teaching: Implications for pedagogical reform. Journal of Computing in Higher Education,25(2), 68–92.CrossRef Hora, M. T., & Holden, J. (2013). Exploring the role of instructional technology in course planning and classroom teaching: Implications for pedagogical reform. Journal of Computing in Higher Education,25(2), 68–92.CrossRef
Zurück zum Zitat Ifinedo, P. (2017). Examining students’ intention to continue using blogs for learning: Perspectives from technology acceptance, motivational, and social-cognitive frameworks. Computers in Human Behavior,72, 189–199.CrossRef Ifinedo, P. (2017). Examining students’ intention to continue using blogs for learning: Perspectives from technology acceptance, motivational, and social-cognitive frameworks. Computers in Human Behavior,72, 189–199.CrossRef
Zurück zum Zitat Ifinedo, P., Pyke, J., & Anwar, A. (2018). Business undergraduates’ perceived use outcomes of Moodle in a blended learning environment: The roles of usability factors and external support. Telematics and Informatics,35(1), 93–102.CrossRef Ifinedo, P., Pyke, J., & Anwar, A. (2018). Business undergraduates’ perceived use outcomes of Moodle in a blended learning environment: The roles of usability factors and external support. Telematics and Informatics,35(1), 93–102.CrossRef
Zurück zum Zitat Islam, A. K. M. N. (2013). Investigating e-learning system usage outcomes in the university context. Computers and Education,69, 387–399.CrossRef Islam, A. K. M. N. (2013). Investigating e-learning system usage outcomes in the university context. Computers and Education,69, 387–399.CrossRef
Zurück zum Zitat Jen, W., Lu, T., & Liu, P.-T. (2009). An integrated analysis of technology acceptance behaviour models: Comparison of three major models. MIS Review,15(1), 33. Jen, W., Lu, T., & Liu, P.-T. (2009). An integrated analysis of technology acceptance behaviour models: Comparison of three major models. MIS Review,15(1), 33.
Zurück zum Zitat Joo, Y. J., Lee, H. W., & Ham, Y. (2014). Integrating user interface and personal innovativeness into the TAM for mobile learning in Cyber University. Journal of Computing in Higher Education,26(2), 143–158.CrossRef Joo, Y. J., Lee, H. W., & Ham, Y. (2014). Integrating user interface and personal innovativeness into the TAM for mobile learning in Cyber University. Journal of Computing in Higher Education,26(2), 143–158.CrossRef
Zurück zum Zitat Karahanna, E., & Limayem, M. (2000). E-mail and V-mail usage: Generalizing across technologies. Journal of Organizational Computing and Electronic Commerce,10(1), 49–66.CrossRef Karahanna, E., & Limayem, M. (2000). E-mail and V-mail usage: Generalizing across technologies. Journal of Organizational Computing and Electronic Commerce,10(1), 49–66.CrossRef
Zurück zum Zitat Karahanna, E., & Straub, D. W. (1999). The psychological origins of perceived usefulness and ease-of-use. Information and Management,35(4), 237–250.CrossRef Karahanna, E., & Straub, D. W. (1999). The psychological origins of perceived usefulness and ease-of-use. Information and Management,35(4), 237–250.CrossRef
Zurück zum Zitat Karahanna, E., Straub, D., & Chervany, N. (1999). Information technology adoption across time: A cross-sectional comparison of pre-adoption and post-adoption beliefs. Management Information Systems Quarterly,23(2), 183–213.CrossRef Karahanna, E., Straub, D., & Chervany, N. (1999). Information technology adoption across time: A cross-sectional comparison of pre-adoption and post-adoption beliefs. Management Information Systems Quarterly,23(2), 183–213.CrossRef
Zurück zum Zitat Kelman, H. C. (1958). Compliance, identification, and internalization three processes of attitude change. Journal of Conflict Resolution,2(1), 51–60.CrossRef Kelman, H. C. (1958). Compliance, identification, and internalization three processes of attitude change. Journal of Conflict Resolution,2(1), 51–60.CrossRef
Zurück zum Zitat King, W. R., & He, J. (2006). A meta-analysis of the technology acceptance model. Information and Management,43(6), 740–755.CrossRef King, W. R., & He, J. (2006). A meta-analysis of the technology acceptance model. Information and Management,43(6), 740–755.CrossRef
Zurück zum Zitat Knezek, G., & Christensen, R. (2016). Extending the will, skill, tool model of technology integration: Adding pedagogy as a new model construct. Journal of Computing in Higher Education,28(3), 307–325.CrossRef Knezek, G., & Christensen, R. (2016). Extending the will, skill, tool model of technology integration: Adding pedagogy as a new model construct. Journal of Computing in Higher Education,28(3), 307–325.CrossRef
Zurück zum Zitat Kripanont, N. (2007). Examining a technology acceptance model of internet usage by academics within Thai business schools (Ph.D.). Melbourne: Victoria University. Retrieved August 22, 2018 from http://www.vu.edu.au/research. Kripanont, N. (2007). Examining a technology acceptance model of internet usage by academics within Thai business schools (Ph.D.). Melbourne: Victoria University. Retrieved August 22, 2018 from http://​www.​vu.​edu.​au/​research.
Zurück zum Zitat Kuskaya-Mumcu, F., & Kocak-Usluel, Y. (2010). ICT in vocational and technical schools: Teachers’ instructional, managerial and personal use matters. Turkish Online Journal of Educational Technology,9(1), 98–106. Kuskaya-Mumcu, F., & Kocak-Usluel, Y. (2010). ICT in vocational and technical schools: Teachers’ instructional, managerial and personal use matters. Turkish Online Journal of Educational Technology,9(1), 98–106.
Zurück zum Zitat Lay, J.-G., Chi, Y.-L., Hsieh, Y.-S., & Chen, Y.-W. (2013). What influences geography teachers’ usage of geographic information systems? A structural equation analysis. Computers and Education,62, 191–195.CrossRef Lay, J.-G., Chi, Y.-L., Hsieh, Y.-S., & Chen, Y.-W. (2013). What influences geography teachers’ usage of geographic information systems? A structural equation analysis. Computers and Education,62, 191–195.CrossRef
Zurück zum Zitat Lee, D. Y., & Lehto, M. R. (2013). User acceptance of YouTube for procedural learning: An extension of the technology acceptance model. Computers and Education,61, 193–208.CrossRef Lee, D. Y., & Lehto, M. R. (2013). User acceptance of YouTube for procedural learning: An extension of the technology acceptance model. Computers and Education,61, 193–208.CrossRef
Zurück zum Zitat Lee, Y., Kozar, K. A., & Larsen, K. R. T. (2003). The technology acceptance model: Past, present, and future. Communications of the Association for Information Systems,50(12), 752–780. Lee, Y., Kozar, K. A., & Larsen, K. R. T. (2003). The technology acceptance model: Past, present, and future. Communications of the Association for Information Systems,50(12), 752–780.
Zurück zum Zitat Lin, C.-P., & Bhattacherjee, A. (2010). Extending technology usage models to interactive hedonic technologies: A theoretical model and empirical test. Information Systems Journal,20(2), 163–181.CrossRef Lin, C.-P., & Bhattacherjee, A. (2010). Extending technology usage models to interactive hedonic technologies: A theoretical model and empirical test. Information Systems Journal,20(2), 163–181.CrossRef
Zurück zum Zitat Lin, S. C., Persada, S. F., & Nadlifatin, R. (2014). A study of student behavior in accepting the blackboard learning system: A technology acceptance model (TAM) approach. In Proceedings of the 2014 IEEE 18th international conference on computer supported cooperative work in design (CSCWD) (pp. 457–462). IEEE. Lin, S. C., Persada, S. F., & Nadlifatin, R. (2014). A study of student behavior in accepting the blackboard learning system: A technology acceptance model (TAM) approach. In Proceedings of the 2014 IEEE 18th international conference on computer supported cooperative work in design (CSCWD) (pp. 457–462). IEEE.
Zurück zum Zitat Lin, S., Zimmer, J. C., & Lee, V. (2013). Podcasting acceptance on campus: The differing perspectives of teachers and students. Computers and Education,68, 416–428.CrossRef Lin, S., Zimmer, J. C., & Lee, V. (2013). Podcasting acceptance on campus: The differing perspectives of teachers and students. Computers and Education,68, 416–428.CrossRef
Zurück zum Zitat Liu, I.-F., Chen, M. C., Sun, Y. S., Wible, D., & Kuo, C.-H. (2010). Extending the TAM model to explore the factors that affect intention to use an online learning community. Computers and Education,54(2), 600–610.CrossRef Liu, I.-F., Chen, M. C., Sun, Y. S., Wible, D., & Kuo, C.-H. (2010). Extending the TAM model to explore the factors that affect intention to use an online learning community. Computers and Education,54(2), 600–610.CrossRef
Zurück zum Zitat Marín, V., & de Benito, B. (2011). A design of a postgraduate course on Google Apps based on an Institutional Personal Learning Environment (iPLE). Paper presented at the PLE conference 2011. Southampton: University of Southampton. Marín, V., & de Benito, B. (2011). A design of a postgraduate course on Google Apps based on an Institutional Personal Learning Environment (iPLE). Paper presented at the PLE conference 2011. Southampton: University of Southampton.
Zurück zum Zitat Mohammadi, H. (2014). The moderating role of individual and social factors in Internet banking loyalty: An exploratory study. Transforming Government: People, Process and Policy,8(3), 420–446.CrossRef Mohammadi, H. (2014). The moderating role of individual and social factors in Internet banking loyalty: An exploratory study. Transforming Government: People, Process and Policy,8(3), 420–446.CrossRef
Zurück zum Zitat Mohammadi, H. (2015). Factors affecting the e-learning outcomes: An integration of TAM and IS success model. Telematics and Informatics,32(4), 701–719.CrossRef Mohammadi, H. (2015). Factors affecting the e-learning outcomes: An integration of TAM and IS success model. Telematics and Informatics,32(4), 701–719.CrossRef
Zurück zum Zitat Moon, J.-W., & Kim, Y.-G. (2001). Extending the TAM for a world-wide-web context. Information and Management,38(4), 217–230.CrossRef Moon, J.-W., & Kim, Y.-G. (2001). Extending the TAM for a world-wide-web context. Information and Management,38(4), 217–230.CrossRef
Zurück zum Zitat Moore, G. C., & Benbasat, I. (1991). Development of an instrument to measure the perceptions of adopting an information technology innovation. Information Systems Research,2(3), 192–222.CrossRef Moore, G. C., & Benbasat, I. (1991). Development of an instrument to measure the perceptions of adopting an information technology innovation. Information Systems Research,2(3), 192–222.CrossRef
Zurück zum Zitat Morris, M. G., & Dillon, A. (1997). How user perceptions influence software use. IEEE Software,14(4), 58–65.CrossRef Morris, M. G., & Dillon, A. (1997). How user perceptions influence software use. IEEE Software,14(4), 58–65.CrossRef
Zurück zum Zitat Muñoz-Leiva, F., Climent-Climent, S., & Liébana-Cabanillas, F. (2017). Determinants of intention to use the mobile banking apps: An extension of the classic TAM model. Spanish Journal of Marketing—ESIC,21(1), 25–38.CrossRef Muñoz-Leiva, F., Climent-Climent, S., & Liébana-Cabanillas, F. (2017). Determinants of intention to use the mobile banking apps: An extension of the classic TAM model. Spanish Journal of Marketing—ESIC,21(1), 25–38.CrossRef
Zurück zum Zitat Nami, F., & Vaezi, S. (2018). How ready are our students for technology-enhanced learning? Students at a university of technology respond. Journal of Computing in Higher Education (in press). Nami, F., & Vaezi, S. (2018). How ready are our students for technology-enhanced learning? Students at a university of technology respond. Journal of Computing in Higher Education (in press).
Zurück zum Zitat Ngai, E. W. T., Poon, J. K. L., & Chan, Y. H. C. (2007). Empirical examination of the adoption of WebCT using TAM. Computers and Education,48(2), 250–267.CrossRef Ngai, E. W. T., Poon, J. K. L., & Chan, Y. H. C. (2007). Empirical examination of the adoption of WebCT using TAM. Computers and Education,48(2), 250–267.CrossRef
Zurück zum Zitat Nunnally, J. C. (1978). Psychometric. New York: McGraw-Hill. Nunnally, J. C. (1978). Psychometric. New York: McGraw-Hill.
Zurück zum Zitat O’Cass, A., & Fenech, T. (2003). Web retailing adoption: Exploring the nature of internet users Web retailing behaviour. Journal of Retailing and Consumer Services,2(10), 81–94.CrossRef O’Cass, A., & Fenech, T. (2003). Web retailing adoption: Exploring the nature of internet users Web retailing behaviour. Journal of Retailing and Consumer Services,2(10), 81–94.CrossRef
Zurück zum Zitat Patterson, C., Stephens, M., Chiang, V., Price, A. M., Work, F., & Snelgrove-Clarke, E. (2017). The significance of personal learning environments (PLEs) in nursing education: Extending current conceptualizations. Nurse Education Today,48, 99–105.CrossRef Patterson, C., Stephens, M., Chiang, V., Price, A. M., Work, F., & Snelgrove-Clarke, E. (2017). The significance of personal learning environments (PLEs) in nursing education: Extending current conceptualizations. Nurse Education Today,48, 99–105.CrossRef
Zurück zum Zitat Pynoo, B., Tondeur, J., van Braak, J., Duyck, W., Sijnave, B., & Duyck, P. (2012). Teachers’ acceptance and use of an educational portal. Computers and Education,58(4), 1308–1317.CrossRef Pynoo, B., Tondeur, J., van Braak, J., Duyck, W., Sijnave, B., & Duyck, P. (2012). Teachers’ acceptance and use of an educational portal. Computers and Education,58(4), 1308–1317.CrossRef
Zurück zum Zitat Rahimi, E., van den Berg, J., & Veen, W. (2015). Facilitating student-driven constructing of learning environments using Web 2.0 personal learning environments. Computers and Education,81, 235–246.CrossRef Rahimi, E., van den Berg, J., & Veen, W. (2015). Facilitating student-driven constructing of learning environments using Web 2.0 personal learning environments. Computers and Education,81, 235–246.CrossRef
Zurück zum Zitat Rahman, M. M., Lesch, M. F., Horrey, W. J., & Strawderman, L. (2017). Assessing the utility of TAM, TPB, and UTAUT for advanced driver assistance systems. Accident; Analysis and Prevention,108, 361–373.CrossRef Rahman, M. M., Lesch, M. F., Horrey, W. J., & Strawderman, L. (2017). Assessing the utility of TAM, TPB, and UTAUT for advanced driver assistance systems. Accident; Analysis and Prevention,108, 361–373.CrossRef
Zurück zum Zitat Rejón-Guardia, F., Sánchez-Fernández, J., & Muñoz-Leiva, F. (2013). The acceptance of microblogging in the learning process: The µBAM model. Journal of Technology and Science Education,3(1), 31–48.CrossRef Rejón-Guardia, F., Sánchez-Fernández, J., & Muñoz-Leiva, F. (2013). The acceptance of microblogging in the learning process: The µBAM model. Journal of Technology and Science Education,3(1), 31–48.CrossRef
Zurück zum Zitat Roca, J. C., Chiu, C.-M., & Martínez, F. J. (2006). Understanding e-learning continuance intention: An extension of the technology acceptance model. International Journal of Human–Computer Studies,64(8), 683–696.CrossRef Roca, J. C., Chiu, C.-M., & Martínez, F. J. (2006). Understanding e-learning continuance intention: An extension of the technology acceptance model. International Journal of Human–Computer Studies,64(8), 683–696.CrossRef
Zurück zum Zitat Rogers, E. M. (2010). Diffusion of innovations. New York: Simon and Schuster. Rogers, E. M. (2010). Diffusion of innovations. New York: Simon and Schuster.
Zurück zum Zitat Saadé, R., & Bahli, B. (2005). The impact of cognitive absorption on perceived usefulness and perceived ease of use in on-line learning: An extension of the technology acceptance model. Information and Management,42(2), 317–327.CrossRef Saadé, R., & Bahli, B. (2005). The impact of cognitive absorption on perceived usefulness and perceived ease of use in on-line learning: An extension of the technology acceptance model. Information and Management,42(2), 317–327.CrossRef
Zurück zum Zitat Sanchez, R. A., & Hueros, A. D. (2010). Motivational factors that influence the acceptance of Moodle using TAM. Computers in Human Behavior,26(6), 1632–1640.CrossRef Sanchez, R. A., & Hueros, A. D. (2010). Motivational factors that influence the acceptance of Moodle using TAM. Computers in Human Behavior,26(6), 1632–1640.CrossRef
Zurück zum Zitat Sanchez-Franco, M. J. (2010). WebCT—The quasimoderating effect of perceived affective quality on an extending Technology Acceptance Model. Computers and Education,54(1), 37–46.CrossRef Sanchez-Franco, M. J. (2010). WebCT—The quasimoderating effect of perceived affective quality on an extending Technology Acceptance Model. Computers and Education,54(1), 37–46.CrossRef
Zurück zum Zitat Sánchez-Franco, M. J., & Roldán, J. L. (2005). Web acceptance and usage model: A comparison between goal-directed and experiential web users. Internet Research,15(1), 21–48.CrossRef Sánchez-Franco, M. J., & Roldán, J. L. (2005). Web acceptance and usage model: A comparison between goal-directed and experiential web users. Internet Research,15(1), 21–48.CrossRef
Zurück zum Zitat Sangrà, A., Vlachopoulos, D., & Cabrera, N. (2012). Building an inclusive definition of e-learning: An approach to the conceptual framework. The International Review of Research in Open and Distance Learning,13(2), 145–159.CrossRef Sangrà, A., Vlachopoulos, D., & Cabrera, N. (2012). Building an inclusive definition of e-learning: An approach to the conceptual framework. The International Review of Research in Open and Distance Learning,13(2), 145–159.CrossRef
Zurück zum Zitat Schoonenboom, J. (2012). Teachers’ acceptance and use of an educational portal. Computers and Education,59(4), 1309–1316.CrossRef Schoonenboom, J. (2012). Teachers’ acceptance and use of an educational portal. Computers and Education,59(4), 1309–1316.CrossRef
Zurück zum Zitat Schoonenboom, J. (2014). Using an adapted, task-level technology acceptance model to explain why instructors in higher education intend to use some learning management system tools more than others. Computers and Education,71, 247–256.CrossRef Schoonenboom, J. (2014). Using an adapted, task-level technology acceptance model to explain why instructors in higher education intend to use some learning management system tools more than others. Computers and Education,71, 247–256.CrossRef
Zurück zum Zitat Selim, H. M. (2003). An empirical investigation of student acceptance of course websites. Computers and Education,40(4), 343–360.CrossRef Selim, H. M. (2003). An empirical investigation of student acceptance of course websites. Computers and Education,40(4), 343–360.CrossRef
Zurück zum Zitat Smith, J. Z. S., & Western, M. (2012). Beneath the ‘Digital Native’ myth: Understanding young Australians’ online time use. Journal of Sociology,49(1), 97–118.CrossRef Smith, J. Z. S., & Western, M. (2012). Beneath the ‘Digital Native’ myth: Understanding young Australians’ online time use. Journal of Sociology,49(1), 97–118.CrossRef
Zurück zum Zitat Šumak, B., Heričko, M., & Pušnik, M. (2011). A meta-analysis of e-learning technology acceptance: The role of user types and e-learning technology types. Computers in Human Behavior,27(6), 2067–2077.CrossRef Šumak, B., Heričko, M., & Pušnik, M. (2011). A meta-analysis of e-learning technology acceptance: The role of user types and e-learning technology types. Computers in Human Behavior,27(6), 2067–2077.CrossRef
Zurück zum Zitat Taylor, S., & Todd, P. A. (1995). Understanding information technology usage: A test of competing models. Information Systems Research,6(2), 144–176.CrossRef Taylor, S., & Todd, P. A. (1995). Understanding information technology usage: A test of competing models. Information Systems Research,6(2), 144–176.CrossRef
Zurück zum Zitat Teo, T., Lee, C. B., Chai, C. S., & Wong, S. L. (2009). Assessing the intention to use technology among pre-service teachers in Singapore and Malaysia: A multigroup invariance analysis of the technology acceptance model (TAM). Computers and Education,53(3), 1000–1009.CrossRef Teo, T., Lee, C. B., Chai, C. S., & Wong, S. L. (2009). Assessing the intention to use technology among pre-service teachers in Singapore and Malaysia: A multigroup invariance analysis of the technology acceptance model (TAM). Computers and Education,53(3), 1000–1009.CrossRef
Zurück zum Zitat Terzis, V., & Economides, A. A. (2011). The acceptance and use of computer based assessment. Computers and Education,56(4), 1032–1044.CrossRef Terzis, V., & Economides, A. A. (2011). The acceptance and use of computer based assessment. Computers and Education,56(4), 1032–1044.CrossRef
Zurück zum Zitat Tian, K. T., Bearden, W. O., & Hunter, G. L. (2001). Consumers’ need for uniqueness: Scale development and validation. Journal of Consumer Research,28(1), 50–66.CrossRef Tian, K. T., Bearden, W. O., & Hunter, G. L. (2001). Consumers’ need for uniqueness: Scale development and validation. Journal of Consumer Research,28(1), 50–66.CrossRef
Zurück zum Zitat van der Heijden, H., Verhagen, T., & Creemers, M. (2003). Understanding online purchase intentions: Contributions from technology and trust perspectives. European Journal of Information Systems,12(1), 41–48.CrossRef van der Heijden, H., Verhagen, T., & Creemers, M. (2003). Understanding online purchase intentions: Contributions from technology and trust perspectives. European Journal of Information Systems,12(1), 41–48.CrossRef
Zurück zum Zitat van Raaij, E. M., & Schepers, J. J. L. (2008). The acceptance and use of a virtual learning environment in China. Computers and Education,50(3), 838–852.CrossRef van Raaij, E. M., & Schepers, J. J. L. (2008). The acceptance and use of a virtual learning environment in China. Computers and Education,50(3), 838–852.CrossRef
Zurück zum Zitat Venkatesh, V., & Bala, H. (2008). Technology acceptance model 3 and a research agenda on interventions. Decision Sciences,39(2), 273–315.CrossRef Venkatesh, V., & Bala, H. (2008). Technology acceptance model 3 and a research agenda on interventions. Decision Sciences,39(2), 273–315.CrossRef
Zurück zum Zitat Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management Science,46(2), 186–204.CrossRef Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management Science,46(2), 186–204.CrossRef
Zurück zum Zitat Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly,27(3), 425–478.CrossRef Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly,27(3), 425–478.CrossRef
Zurück zum Zitat Wu, B., & Chen, X. (2017). Continuance intention to use MOOCs: Integrating the technology acceptance model (TAM) and task technology fit (TTF) model. Computers in Human Behavior,67, 221–232.CrossRef Wu, B., & Chen, X. (2017). Continuance intention to use MOOCs: Integrating the technology acceptance model (TAM) and task technology fit (TTF) model. Computers in Human Behavior,67, 221–232.CrossRef
Zurück zum Zitat Yen, C.-J., Tu, C.-H., Sujo-Montes, L., & Sealander, K. (2016). A predictor for PLE management: Impacts of self-regulated online learning on student’s learning skills. Journal of Educational Technology Development and Exchange,9(1), 29–48.CrossRef Yen, C.-J., Tu, C.-H., Sujo-Montes, L., & Sealander, K. (2016). A predictor for PLE management: Impacts of self-regulated online learning on student’s learning skills. Journal of Educational Technology Development and Exchange,9(1), 29–48.CrossRef
Zurück zum Zitat Yu, J., Lee, H., Ha, I., & Zo, H. (2017). User acceptance of media tablets: An empirical examination of perceived value. Telematics and Informatics,34(4), 206–223.CrossRef Yu, J., Lee, H., Ha, I., & Zo, H. (2017). User acceptance of media tablets: An empirical examination of perceived value. Telematics and Informatics,34(4), 206–223.CrossRef
Metadaten
Titel
The acceptance of a personal learning environment based on Google apps: the role of subjective norms and social image
verfasst von
Francisco Rejón-Guardia
Ana Isabel Polo-Peña
Guillermo Maraver-Tarifa
Publikationsdatum
06.02.2019
Verlag
Springer US
Erschienen in
Journal of Computing in Higher Education / Ausgabe 2/2020
Print ISSN: 1042-1726
Elektronische ISSN: 1867-1233
DOI
https://doi.org/10.1007/s12528-019-09206-1

Weitere Artikel der Ausgabe 2/2020

Journal of Computing in Higher Education 2/2020 Zur Ausgabe

Premium Partner