Abstract
The increasing utilization of educational technologies advances the information communication technology (ICT) integration process in higher education. The demand and standard of ICT integration are changing with the development of digital contexts, and while much attention has been placed on building an ICT-enabled teaching and learning environment, little has been given the effectiveness of technology transformation within an institution from a holistic perspective. It is thus difficult to assess a university’s ICT integration level and the outcomes of ICT integration. Therefore, the purpose of this article is to describe an ICT integration standard that can function as a reliable measurement or guide in the higher education context. The development consisted of three steps: first, through literature review, ICT integration into institutional policy, culture, infrastructure, training, teaching, and learning were established as six constructs of the model, and questionnaire items in this framework were adapted from existing instruments; second, a cross-sectional survey of the model was validated through a pilot study; and last, the final questionnaire survey was completed by 318 teachers in a case university, and the measurement items and structure were tested through exploratory factor analysis indicates and confirmatory factor analysis indicates. A six-dimensional, 28-item assessment instrument was empirically validated to examine the general condition and outcomes of institutional ICT integration, thereby contributing to an in-depth understanding of the necessary components and paths to achieve ICT integration for educators.
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Aşık, K., Ekşi, Y., Seferoğlu, P., & Ekiert, M. (2019). ICT integration in English language teacher education: Insights from Turkey, Portugal and Poland. Computer Assisted Language Learning, 33(7), 708–731. https://doi.org/10.1080/09588221.2019.1588744
Barry, A. E., Stellefson, M. L., & Chaney, J. D. (2011). So you want to develop a survey: Practical recommendations for scale development. American Journal of Health Studies, 26(2), 97–105.
Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238–246.
Bentler, P. M., & Bonnet, G. (1980). Significance tests and goodness of fit in the analysis of govariance structures. Psychological Bulletin, 88(3), 588–606.
Blau, I., & Shamir-Inbal, T. (2017). Digital competences and long-term ICT integration in school culture: The perspective of elementary school leaders. Education and Information Technologies, 22(3), 769–787. https://doi.org/10.1007/s10639-015-9456-7
Chou, C. M., & HsiaoShen, H. C. T. C. (2019). Factors influencing teachers’ innovative teaching behaviour with information and communication technology (ICT): The mediator role of organisational innovation climate. Educational Psychology, 39(1), 65–85. https://doi.org/10.1080/01443410.2018.1520201
Clark, L. A. (1995). Constructing validity: Basic issues in objective scale development. Psychological Assessment, 7, 309–319.
DeVellis, R. F. (2017). Scale development: Theory and applications (4th ed.). Sage.
Engeström, Y. (1987). Learning by expanding: An activity-theoretical approach to developmental research. OrientaKosultit.
Ghavifekr, S., & Rosdy, W. A. (2015). Teaching and learning with technology: Effectiveness of ICT integration in schools. International Journal of Research in Education and Science, 1(2), 175–191.
Hair, J. F., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis (7th ed.). Prentice Hall.
Hamutoglu, N. B., & Basarmak, U. (2020). External and internal barriers in technology integration: A structural regression analysis. Journal of Information Technology Education, 19, 17–40.
Heymans, P. J., Godaert, E., Elen, J., van Braak, J., & Goeman, K. (2018). Monitor for ICT integration in Flemish education (MICTIVO): The theoretical and methodological framework. Paper presented at the proceedings of the International Conference E-Learning.
Kaiser, H. F. (1974). An index of factorial simplicity. Psychometrika, 39, 31–36.
Kgwefane, T., & Batane, T. (2021). Factors influencing school management teams in implementing ICT policy in Botswana schools. International Journal of Innovation in Education, 7(1), 27–46.
Kundu, A., & Dey, K. N. (2020). An empirical study on the correlation between teacher efficacy and ICT infrastructure. The International Journal of Information and Learning Technology, 37(4), 213–238.
Lavidas, K., Theodoratou, K., & Nikolopoulou, K. (2021). Preschool teachers’ perceptions about TPACK in Greek educational context. Journal of Computers in Education, 8(3), 395–410.
Lim, C. P., & Hang, D. (2003). An activity theory approach to research of ICT integration in Singapore schools. Computers & Education, 41(1), 49–63.
Muchiri, M. J., & Were, S. (2016). Influence of school leadership on information and communication technology integration in teaching and learning in iMlango project schools in Makueni County, Kenya. The Strategic Journals of Business & Change Management, 3(49), 924–939.
Mutisya, S. M. (2020). Integration of information communication technology in teaching: The underpinning factors among Kenya’s primary school teachers. Journal of Learning for Development, 7(2), 174–189.
Polit, D. F., & Beck, T. (2006). The content validity index: Are you sure you know what’s being reported? Critique and recommendations. Research in Nursing & Health, 29(5), 489–497.
Razak, A. J., & Ismail, I. A. (2019). Challenges in ICT integration among malaysian public primary education teachers: The roles of leaders and stakeholders. International Journal of Emerging Technologies in Learning (iJET), 14(24), 184–205.
Sasota, C., Sario, B., & Magadia, J. C. (2021). Will–skill–tool (WST) model of technology integration in teaching science and mathematics in the Philippines. Journal of Computers in Education, 8(3), 443–464.
Schumacker, R. E., & Lomax, R. G. (2004). A beginner’s guide to structural equation modeling. In N. J. Mahwah (Ed.), Lawrence erlbaum associates (2nd ed.). Psychology Press.
Ten Brummelhuis, A. C. A. (1995). Models of educational change: The introduction of computers in Dutch secondary education. Doctoral disseration. University of Twente, Enschede, Dutch
Tondeur, V. K., Braak, V., & Valcke, M. (2008a). ICT integration in the classroom: Challenging the potential of a school policy. Computers & Education, 51(1), 212–223. https://doi.org/10.1016/j.compedu.2007.05.003
Tondeur, V., Valcke, M., & Van Braak, J. (2008b). A multidimensional approach to determinants of computer use in primary education: Teacher and school characteristics. Journal of Computer Assisted Learning, 24(6), 494–506.
Tondeur, J., van Braak, J., Sang, G., Voogt, J., Fisser, P., & Ottenbreit-Leftwich, A. (2012). Preparing pre-service teachers to integrate technology in education: A synthesis of qualitative evidence. Computers & Education, 59(1), 134–144.
Tondeur, J., van Braak, J., Siddiq, F., & Scherer, R. (2016). Time for a new approach to prepare future teachers for educational technology use: Its meaning and measurement. Computers & Education, 94, 134–150. https://doi.org/10.1016/j.compedu.2015.11.009
Turgut, Y. E., & Aslan, A. (2021). Factors affecting ICT integration in Turkish education: A systematic review. Education and Information Technologies, 26(4), 4069–4092.
Umar, I. N., & Hassan, A. S. A. (2015). Malaysian teachers’ levels of ICT integration and its perceived impact on teaching and learning. Procedia-Social and Behavioral Sciences, 197, 2015–2021.
Vanderlinde, R., van Braak, J., & Dexter, S. (2012). ICT policy planning in a context of curriculum reform: Disentanglement of ICT policy domains and artifacts. Computers & Education, 58(4), 1339–1350.
Wang, X., Jacob, W. J., Blakesley, C. C., Xiong, W., Ye, H., Xu, S., & Lu, F. (2020). Optimal professional development ICT training initiatives at flagship universities. Education and Information Technologies. https://doi.org/10.1007/s10639-020-10154-y
Woyo, R., & Nyamapanda, Z. (2020). ICT policy implementation in higher education institutions in Namibia: A survey of students’ perceptions. Education and Information Technologies, 25(5), 3705–3722.
Wu, J.C., & Wang, J.C. (2022). Teachers’ readiness of information and communication technology integration in higher education innovation. Paper presented at the International Conference on Knowledge Management in Organizations.
Xue, S., Du, J., & Yang, Y. (2021). Institutional influences on teachers’ classroom technology integration: A multi-case study of teachers’ uses of mobile social media at universities in China. Asia Pacific Journal of Education. https://doi.org/10.1080/02188791.2021.1996332
Yan, S., & Yang, Y. (2021). Education informatization 2.0 in China—Motivation, framework, and vision. ECNU Review of Education, 4(2), 410–428.
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Appendix
Appendix
Evaluation on ICT integration
Domains | Items |
---|---|
ICT Policy Planning | 1. Local educational ICT policies are effectively integrated into my university |
2. Clear content and explanations of ICT policy plans are provided for all departments | |
3. I understand and positively implement ICT policy plans in my work | |
ICT infrastructure | 4. My university provides enough ICT hardware (i.e., computers, internet, digital tools) and software (i.e., digital teaching and learning resources, OA system) to support ICT-integrated needs |
5. My university has established an ICT-related department to provide technical and management services | |
6. My university provides sufficient funding and a reasonable budget for the implementation of ICT integration | |
ICT training | 7. My university provides ongoing ICT training involving professional learning and technical skills |
8. My university has enough members to participate in ICT training | |
9. I feel that my ICT knowledge and ability have been enhanced by training | |
ICT culture | 10. My university has various communication channels for teaching and management |
11. My university’s ICT climate inspires stakeholders’ innovative thoughts and activities | |
12. My university stakeholders are willing to encounter ICT challenges | |
13. My university stakeholders understand and accept common ICT visions and goals | |
14. My university leaders respect and support my ICT creations at work | |
15. My university colleagues help each other in ICT usage | |
16. I actively implement innovative ideas in the instructional approach | |
ICT for Teaching | 17. I feel confident learning new ICT skills and knowledge |
18. I find it easier to teach by using ICT | |
19. I realize the great opportunities that ICT brings to effective teaching | |
20. ICT-supported teaching makes learning more effective in my curriculum | |
21. The use of ICT improves the quality of teaching at my university | |
22. The use of ICT helps to prepare more updated teaching resources and materials at my university | |
23. The use of ICT ensures that that teachers have more time to cater to students’ need at my university | |
ICT for Learning | 24. ICT-supported teaching makes students more independent, active, creative and engaged in the curriculum |
25. ICT usage enriches students’ professional knowledge paradigms and information paradigms in learning | |
26. ICT usage inspires students to communicate more with classmates and to conduct collaborative learning | |
27. ICT usage promotes students’ confidence to actively participate in the curriculum and practice | |
28. ICT usage increases students’ expressive, analytical, and explorative abilities in learning |
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Zhang, Y., Adams, D. & Lee, K.C.S. Assessing academic staff’s ICT integration in higher education: instrument development and validation. J. Comput. Educ. 11, 75–94 (2024). https://doi.org/10.1007/s40692-022-00248-6
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DOI: https://doi.org/10.1007/s40692-022-00248-6