Skip to main content
Erschienen in: Education and Information Technologies 2/2019

27.09.2018

A proposed model of e-learning tools acceptance among university students in developing countries

verfasst von: Alejandro Valencia-Arias, Salim Chalela-Naffah, Jonathan Bermúdez-Hernández

Erschienen in: Education and Information Technologies | Ausgabe 2/2019

Einloggen

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

search-config
loading …

Abstract

The incorporation of information and communications technology (ICT) in teaching and learning processes has created new challenges for administrative and academic processes in educational institutions. This paper proposes an E-Learning Tools Acceptance Model (eLTAM) with the purpose of examining the level of acceptance and critical factors of virtual learning tools among university students in developing countries. The methodology involved the application of a self-administered questionnaire to 1032 undergraduate students from three different Higher Education Institutions in Colombia. A confirmatory factor analysis was developed to determine the relation between the set of observed variables and latent variables or factors, defined under the E-Learning Tools Acceptance Model (eLTAM). Results confirm a strong relation between the Perceived Usefulness factor and the variables of Instructor Preparation and Autonomy in Learning, as well as between the Ease of Use factor and the Perceived Self-Efficacy Perception variable. It is concluded the instructor preparation, learning autonomy and perception of self-efficacy are the main factors affecting the adoption of e-learning tools for university students in the studied population.

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!

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!

Literatur
Zurück zum Zitat Abbad, M. M., Morris, D., & de Nahlik, C. (2009). Looking under the bonnet: Factors affecting student adoption of E-learning systems in Jordan. International Review of Research in Open and Distance Learning, 10(2), 1–25.CrossRef Abbad, M. M., Morris, D., & de Nahlik, C. (2009). Looking under the bonnet: Factors affecting student adoption of E-learning systems in Jordan. International Review of Research in Open and Distance Learning, 10(2), 1–25.CrossRef
Zurück zum Zitat Al-azawei, A., Parslow, P., & Lundqvist, K. (2017). Investigating the effect of learning styles in a blended e-learning system : An extension of the technology acceptance model (TAM). Australasian Journal of Educational Technology, 33(2), 1–23. https://doi.org/10.14742/ajet.2758.CrossRef Al-azawei, A., Parslow, P., & Lundqvist, K. (2017). Investigating the effect of learning styles in a blended e-learning system : An extension of the technology acceptance model (TAM). Australasian Journal of Educational Technology, 33(2), 1–23. https://​doi.​org/​10.​14742/​ajet.​2758.CrossRef
Zurück zum Zitat Bagozzi, R. P., & Yi, Y. (1988). On the evaluation of structural equation models. Journal of the Academy of Marketing Science, 16(1), 74–94.CrossRef Bagozzi, R. P., & Yi, Y. (1988). On the evaluation of structural equation models. Journal of the Academy of Marketing Science, 16(1), 74–94.CrossRef
Zurück zum Zitat Bhuasiri, W., Xaymoungkhoun, O., Zo, H., Rho, J. J., & Ciganek, A. P. (2012). Critical success factors for e-learning in developing countries: A comparative analysis between ICT experts and faculty. Computers & Education, 58(2), 843–855.CrossRef Bhuasiri, W., Xaymoungkhoun, O., Zo, H., Rho, J. J., & Ciganek, A. P. (2012). Critical success factors for e-learning in developing countries: A comparative analysis between ICT experts and faculty. Computers & Education, 58(2), 843–855.CrossRef
Zurück zum Zitat Chalela Naffah, S., Valencia-Arias, A., Bermúdez-Hernández, J., & Ortega Rojas, C. M. (2016). Percepciones estudiantiles acerca del uso de nuevas tecnologías en instituciones de Educación Superior en Medellín. Revista Lasallista de investigación, 13(2), 151–162. https://doi.org/10.22507/rli.v13n2a14.CrossRef Chalela Naffah, S., Valencia-Arias, A., Bermúdez-Hernández, J., & Ortega Rojas, C. M. (2016). Percepciones estudiantiles acerca del uso de nuevas tecnologías en instituciones de Educación Superior en Medellín. Revista Lasallista de investigación, 13(2), 151–162. https://​doi.​org/​10.​22507/​rli.​v13n2a14.CrossRef
Zurück zum Zitat Cheng, Y. M., Lou, S.-J., Kuo, S. H., & Shih, R. C. (2013). Investigating elementary school students technology acceptance by applying digital game-based learning to environmental education. Australasian Journal of Educational Technology, 29(1). https://doi.org/10.14742/ajet.65. Cheng, Y. M., Lou, S.-J., Kuo, S. H., & Shih, R. C. (2013). Investigating elementary school students technology acceptance by applying digital game-based learning to environmental education. Australasian Journal of Educational Technology, 29(1). https://​doi.​org/​10.​14742/​ajet.​65.
Zurück zum Zitat Díez Echavarría, L. F., Valencia-Arias, A., & Bermúdez-Hernández, J. (2017). Agent-based model for the analysis of technological acceptance of Mobile learning. IEEE Latin America Transactions, 15(6), 1121–1127.CrossRef Díez Echavarría, L. F., Valencia-Arias, A., & Bermúdez-Hernández, J. (2017). Agent-based model for the analysis of technological acceptance of Mobile learning. IEEE Latin America Transactions, 15(6), 1121–1127.CrossRef
Zurück zum Zitat Frías-Navarro, D. (2013). Alfa de Cronbach y consistencia interna de los ítems de un instrumento de medida. Frías-Navarro, D. (2013). Alfa de Cronbach y consistencia interna de los ítems de un instrumento de medida.
Zurück zum Zitat George, D., & Mallery, P. (2003). SPSS for windows step by step: A simple guide and reference. 11.0 update (4th ed.). Boston: Allyn & Bacon. George, D., & Mallery, P. (2003). SPSS for windows step by step: A simple guide and reference. 11.0 update (4th ed.). Boston: Allyn & Bacon.
Zurück zum Zitat Gulati, S. (2008). Technology-enhanced learning in developing nations: A review. International Review of Research in Open and Distance Learning, 9(1). Gulati, S. (2008). Technology-enhanced learning in developing nations: A review. International Review of Research in Open and Distance Learning, 9(1).
Zurück zum Zitat Hair, J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (2001). Análisis Multivariante (5ta ed.). Madrid: Prentice Hall Iberia. Hair, J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (2001). Análisis Multivariante (5ta ed.). Madrid: Prentice Hall Iberia.
Zurück zum Zitat Huang, J. H., Lin, Y. R., & Chuang, S. T. (2007). Elucidating user behavior of mobile learning: A perspective of the extended technology acceptance model. The Electronic Library, 25(5), 585–598.CrossRef Huang, J. H., Lin, Y. R., & Chuang, S. T. (2007). Elucidating user behavior of mobile learning: A perspective of the extended technology acceptance model. The Electronic Library, 25(5), 585–598.CrossRef
Zurück zum Zitat Kaplan, D., Harik, P. & Hotchkiss, L. (2000). Cross- sectional estimation of dynamic structural equa- tion models in disequilibrium. In: R. Cudeck, S. du Toit & D. Sörbom (Eds.), Structural equation modeling: Present and future-a Festschrift in honor of Karl Jöreskog (pp. 315–340). Lincolnwood, IL: Scientific Software International. Kaplan, D., Harik, P. & Hotchkiss, L. (2000). Cross- sectional estimation of dynamic structural equa- tion models in disequilibrium. In: R. Cudeck, S. du Toit & D. Sörbom (Eds.), Structural equation modeling: Present and future-a Festschrift in honor of Karl Jöreskog (pp. 315–340). Lincolnwood, IL: Scientific Software International.
Zurück zum Zitat Lévy, J. P., Martín, M. T., & Román, M. V. (2006). Optimización según estructuras de covarianzas. Modelización con estructuras de covarianzas en ciencias sociales. Ed. Netbiblo, 21–22. Lévy, J. P., Martín, M. T., & Román, M. V. (2006). Optimización según estructuras de covarianzas. Modelización con estructuras de covarianzas en ciencias sociales. Ed. Netbiblo, 21–22.
Zurück zum Zitat Nora, A., & Snyder, B. P. (2009). Technology and higher education: The impact of e-learning approaches on student academic achievement, perceptions and persistence. Journal of College Student Retention, 10, 3–19.CrossRef Nora, A., & Snyder, B. P. (2009). Technology and higher education: The impact of e-learning approaches on student academic achievement, perceptions and persistence. Journal of College Student Retention, 10, 3–19.CrossRef
Zurück zum Zitat Park, S. Y. (2009). An analysis of the technology acceptance model in Understanding University students behavioral intention to use e-learning. Educational Technology & Society, 12(3), 150–162. Park, S. Y. (2009). An analysis of the technology acceptance model in Understanding University students behavioral intention to use e-learning. Educational Technology & Society, 12(3), 150–162.
Zurück zum Zitat Petrides, L. A. (2002). Web-based technologies for distributed (or distance) learning: Creating learning-centered educational experiences in the higher education classroom. International Journal, 29(1), 69–77.MathSciNet Petrides, L. A. (2002). Web-based technologies for distributed (or distance) learning: Creating learning-centered educational experiences in the higher education classroom. International Journal, 29(1), 69–77.MathSciNet
Zurück zum Zitat Ratna, P., & y Mehra, S. (2015). Exploring the acceptance for e–learning using technology acceptance model among university students in India. International Journal of Process Management and Benchmarking, 5(2), 194–210.CrossRef Ratna, P., & y Mehra, S. (2015). Exploring the acceptance for e–learning using technology acceptance model among university students in India. International Journal of Process Management and Benchmarking, 5(2), 194–210.CrossRef
Zurück zum Zitat Rivera, P., Sánchez, P., Romo, E., Jarmaillo, A., & Valencia-Arias, A. (2013). Percepciones de aprendizaje por medio universitarios frente al los estudiantes de dispositivos móviles. Revista Educación y Desarrollo Social, 7(2), 152–166. Rivera, P., Sánchez, P., Romo, E., Jarmaillo, A., & Valencia-Arias, A. (2013). Percepciones de aprendizaje por medio universitarios frente al los estudiantes de dispositivos móviles. Revista Educación y Desarrollo Social, 7(2), 152–166.
Zurück zum Zitat Selwyn, N. (2011). Education & Technology: Key issues & debates. London: Continuum. Selwyn, N. (2011). Education & Technology: Key issues & debates. London: Continuum.
Zurück zum Zitat Summak, M., Samancioglu, M., & Baglibel, M. (2010). Technology integration and assesment in educational settings. Social and Behavioral Sciences, 2(2), 1725–1729. Summak, M., Samancioglu, M., & Baglibel, M. (2010). Technology integration and assesment in educational settings. Social and Behavioral Sciences, 2(2), 1725–1729.
Zurück zum Zitat Tarhini, A., Hone, K., & Liu, X. (2014). The effects of individual differences on e-learning users behaviour in developing countries: A structural equation model. Computers in Human Behavior, 41, 153–163.CrossRef Tarhini, A., Hone, K., & Liu, X. (2014). The effects of individual differences on e-learning users behaviour in developing countries: A structural equation model. Computers in Human Behavior, 41, 153–163.CrossRef
Zurück zum Zitat Tarhini, A., Hone, K., Liu, X., & Tarhini, T. (2017). Examining the moderating effect of individual-level cultural values on users acceptance of E-learning in developing countries: A structural equation modeling of an extended technology acceptance model. Interactive Learning Environments, 25(3), 306–328. https://doi.org/10.1080/10494820.2015.1122635.CrossRef Tarhini, A., Hone, K., Liu, X., & Tarhini, T. (2017). Examining the moderating effect of individual-level cultural values on users acceptance of E-learning in developing countries: A structural equation modeling of an extended technology acceptance model. Interactive Learning Environments, 25(3), 306–328. https://​doi.​org/​10.​1080/​10494820.​2015.​1122635.CrossRef
Zurück zum Zitat Taylor, P., Marín, S. L. T., García, F. B., & Vázquez, S. G. (2008). A technological acceptance of e-learning tools used in practical and laboratory teaching, according to the European higher education area. Behaviour & Information Technology, 27(6), 37–41. https://doi.org/10.1080/01449290600958965. Accessed Dec 2017.CrossRef Taylor, P., Marín, S. L. T., García, F. B., & Vázquez, S. G. (2008). A technological acceptance of e-learning tools used in practical and laboratory teaching, according to the European higher education area. Behaviour & Information Technology, 27(6), 37–41. https://​doi.​org/​10.​1080/​0144929060095896​5. Accessed Dec 2017.CrossRef
Zurück zum Zitat Teo, T., Fan, X., & Du, J. (2015). Technology acceptance among pre-service teachers: Does gender matter? Australasian Journal of Educational Technology, 31(3), 235–251.CrossRef Teo, T., Fan, X., & Du, J. (2015). Technology acceptance among pre-service teachers: Does gender matter? Australasian Journal of Educational Technology, 31(3), 235–251.CrossRef
Zurück zum Zitat Wong, G. K. W. (2015). Understanding technology acceptance in pre-service teachers of primary mathematics in Hong Kong. Australasian Journal of Educational Technology, 31(6), 713–735.CrossRef Wong, G. K. W. (2015). Understanding technology acceptance in pre-service teachers of primary mathematics in Hong Kong. Australasian Journal of Educational Technology, 31(6), 713–735.CrossRef
Zurück zum Zitat Wu, J. H., Tennyson, R. D., & Hsia, T. L. (2010). A study of student satisfaction in a blended e-learning system environment. Computers & Education, 55(1), 155–164.CrossRef Wu, J. H., Tennyson, R. D., & Hsia, T. L. (2010). A study of student satisfaction in a blended e-learning system environment. Computers & Education, 55(1), 155–164.CrossRef
Metadaten
Titel
A proposed model of e-learning tools acceptance among university students in developing countries
verfasst von
Alejandro Valencia-Arias
Salim Chalela-Naffah
Jonathan Bermúdez-Hernández
Publikationsdatum
27.09.2018
Verlag
Springer US
Erschienen in
Education and Information Technologies / Ausgabe 2/2019
Print ISSN: 1360-2357
Elektronische ISSN: 1573-7608
DOI
https://doi.org/10.1007/s10639-018-9815-2

Weitere Artikel der Ausgabe 2/2019

Education and Information Technologies 2/2019 Zur Ausgabe

Premium Partner