Skip to main content
Erschienen in: Education and Information Technologies 3/2023

10.09.2022

Understanding secondary students’ continuance intention to adopt AI-powered intelligent tutoring system for English learning

verfasst von: Aohua Ni, Alan Cheung

Erschienen in: Education and Information Technologies | Ausgabe 3/2023

Einloggen

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

search-config
loading …

Abstract

Previous studies have demonstrated the effectiveness of intelligent tutoring systems (ITS) in facilitating English learning. However, no empirical research has been conducted on secondary students’ intention to use ITSs in the language domain. This study proposes an extended technology acceptance model (TAM) to predict secondary students’ continuance intention to use and actual use of ITSs for English learning. The model included fifteen hypotheses that were tested with 528 senior secondary students in China. The results of structural equation modeling showed that (1) perceived usefulness and price value had direct positive impacts on continuance intention; (2) perceived ease of use was not directly associated with students’ intention but indirectly influenced intention via perceived usefulness; (3) through the mediation of perceptions, learning goal orientation and facilitating conditions were positively associated with continuance intention; (4) perceived enjoyment positively predicted and anxiety negatively predicted students’ intention to use ITSs; and (5) students’ continuance intention to use ITSs was significantly positively associated with their actual use of ITSs for English learning. The model showed strong explanatory power and might be implemented in future research. This study contributes to the theory and practice of ITSs in K-12 education.

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!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Alghazi, S. S., Kamsin, A., Almaiah, M. A., Wong, S. Y., & Shuib, L. (2021). For sustainable application of mobile learning: An extended UTAUT model to examine the effect of technical factors on the usage of mobile devices as a learning tool. Sustainability, 13(4), 1856. https://doi.org/10.3390/su13041856CrossRef Alghazi, S. S., Kamsin, A., Almaiah, M. A., Wong, S. Y., & Shuib, L. (2021). For sustainable application of mobile learning: An extended UTAUT model to examine the effect of technical factors on the usage of mobile devices as a learning tool. Sustainability, 13(4), 1856. https://​doi.​org/​10.​3390/​su13041856CrossRef
Zurück zum Zitat Alhabbash, M. I., Mahdi, A. O., & Naser, S. S. A. (2016). An intelligent tutoring system for teaching grammar English tenses. European Academic Research, 4(9), 1–15. Alhabbash, M. I., Mahdi, A. O., & Naser, S. S. A. (2016). An intelligent tutoring system for teaching grammar English tenses. European Academic Research, 4(9), 1–15.
Zurück zum Zitat Bollen, K. A., & Long, J. S. (1993). Testing structural equation models. SAGE. Bollen, K. A., & Long, J. S. (1993). Testing structural equation models. SAGE.
Zurück zum Zitat Cao, J., Yang, T., Lai, I. K. W., & Wu, J. (2021). Student acceptance of intelligent tutoring systems during COVID-19: The effect of political influence. The International Journal of Electrical Engineering & Education, 00207209211003270. https://doi.org/10.1177/00207209211003270 Cao, J., Yang, T., Lai, I. K. W., & Wu, J. (2021). Student acceptance of intelligent tutoring systems during COVID-19: The effect of political influence. The International Journal of Electrical Engineering & Education, 00207209211003270. https://​doi.​org/​10.​1177/​0020720921100327​0
Zurück zum Zitat Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2009). Multivariate data analysis (7th Edition). Prentice Hall. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2009). Multivariate data analysis (7th Edition). Prentice Hall.
Zurück zum Zitat Jiang, M. Y., Jong, M. S., Lau, W. W., Meng, Y., Chai, C., & Chen, M. (2021). Validating the general extended technology acceptance model for e-learning: Evidence from an online English as a foreign language course amid COVID-19. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.671615 Jiang, M. Y., Jong, M. S., Lau, W. W., Meng, Y., Chai, C., & Chen, M. (2021). Validating the general extended technology acceptance model for e-learning: Evidence from an online English as a foreign language course amid COVID-19. Frontiers in Psychology, 12. https://​doi.​org/​10.​3389/​fpsyg.​2021.​671615
Zurück zum Zitat Joo, Y. J., Lim, K. Y., & Lim, E. (2014). Investigating the structural relationship among perceived innovation attributes, intention to use and actual use of mobile learning in an online university in South Korea. Australasian Journal of Educational Technology, 30(4). https://doi.org/10.14742/ajet.681 Joo, Y. J., Lim, K. Y., & Lim, E. (2014). Investigating the structural relationship among perceived innovation attributes, intention to use and actual use of mobile learning in an online university in South Korea. Australasian Journal of Educational Technology, 30(4). https://​doi.​org/​10.​14742/​ajet.​681
Zurück zum Zitat Kline, R. B. (2015). Principles and practice of structural equation modeling (4th Edition). The Guilford Press. Kline, R. B. (2015). Principles and practice of structural equation modeling (4th Edition). The Guilford Press.
Zurück zum Zitat Li, C., He, L., & Wong, I. A. (2021). Determinants predicting undergraduates’ intention to adopt e-learning for studying English in Chinese higher education context: A structural equation modelling approach. Education and Information Technologies, 26(4), 4221–4239. https://doi.org/10.1007/s10639-021-10462-xCrossRef Li, C., He, L., & Wong, I. A. (2021). Determinants predicting undergraduates’ intention to adopt e-learning for studying English in Chinese higher education context: A structural equation modelling approach. Education and Information Technologies, 26(4), 4221–4239. https://​doi.​org/​10.​1007/​s10639-021-10462-xCrossRef
Zurück zum Zitat Parrisius, C., Pieronczyk, I., Blume, C., Wendebourg, K., Pili-Moss, D., Assmann, M., Beilharz, S., Bodnar, S., Colling, L., Holz, H., Middelanis, L., Nuxoll, F., Schmidt-Peterson, J., Meurers, D., Nagengast, B., Schmidt, T., & Trautwein, U. (2022). Using an intelligent tutoring system within a task-based learning approach in English as a foreign language class to foster motivation and learning outcome (Interact4School): Pre-registration of the study design. https://doi.org/10.23668/psycharchives.5366 Parrisius, C., Pieronczyk, I., Blume, C., Wendebourg, K., Pili-Moss, D., Assmann, M., Beilharz, S., Bodnar, S., Colling, L., Holz, H., Middelanis, L., Nuxoll, F., Schmidt-Peterson, J., Meurers, D., Nagengast, B., Schmidt, T., & Trautwein, U. (2022). Using an intelligent tutoring system within a task-based learning approach in English as a foreign language class to foster motivation and learning outcome (Interact4School): Pre-registration of the study design. https://​doi.​org/​10.​23668/​psycharchives.​5366
Zurück zum Zitat Virvou, M., Maras, D., & Tsiriga, V. (2000). Student modelling in an intelligent tutoring system for the passive voice of English language. Educational Technology & Society, 3(4), 139–150. Virvou, M., Maras, D., & Tsiriga, V. (2000). Student modelling in an intelligent tutoring system for the passive voice of English language. Educational Technology & Society, 3(4), 139–150.
Zurück zum Zitat Wang, S., Yu, H., Hu, X., & Li, J. (2020). Participant or spectator? Comprehending the willingness of faculty to use intelligent tutoring systems in the artificial intelligence era. British Journal of Educational Technology, 51(5), 1657–1673. https://doi.org/10.1111/bjet.12998CrossRef Wang, S., Yu, H., Hu, X., & Li, J. (2020). Participant or spectator? Comprehending the willingness of faculty to use intelligent tutoring systems in the artificial intelligence era. British Journal of Educational Technology, 51(5), 1657–1673. https://​doi.​org/​10.​1111/​bjet.​12998CrossRef
Zurück zum Zitat Wang, Y., Liu, C., & Tu, Y. F. (2021). Factors affecting the adoption of AI-based applications in higher education: An analysis of teachers perspectives using structural equation modeling. Educational Technology & Society, 24(3), 116–129. Wang, Y., Liu, C., & Tu, Y. F. (2021). Factors affecting the adoption of AI-based applications in higher education: An analysis of teachers perspectives using structural equation modeling. Educational Technology & Society, 24(3), 116–129.
Zurück zum Zitat Xu, Z., Wijekumar, K. (Kay), Ramirez, G., Hu, X., & Irey, R. (Eds.). (2019). The effectiveness of intelligent tutoring systems on K-12 students’ reading comprehension: A meta-analysis. British Journal of Educational Technology, 50(6), 3119–3137. https://doi.org/10.1111/bjet.12758 Xu, Z., Wijekumar, K. (Kay), Ramirez, G., Hu, X., & Irey, R. (Eds.). (2019). The effectiveness of intelligent tutoring systems on K-12 students’ reading comprehension: A meta-analysis. British Journal of Educational Technology, 50(6), 3119–3137. https://​doi.​org/​10.​1111/​bjet.​12758
Metadaten
Titel
Understanding secondary students’ continuance intention to adopt AI-powered intelligent tutoring system for English learning
verfasst von
Aohua Ni
Alan Cheung
Publikationsdatum
10.09.2022
Verlag
Springer US
Erschienen in
Education and Information Technologies / Ausgabe 3/2023
Print ISSN: 1360-2357
Elektronische ISSN: 1573-7608
DOI
https://doi.org/10.1007/s10639-022-11305-z

Weitere Artikel der Ausgabe 3/2023

Education and Information Technologies 3/2023 Zur Ausgabe

Premium Partner