Skip to main content

Advertisement

Log in

Assessing academic staff’s ICT integration in higher education: instrument development and validation

  • Published:
Journal of Computers in Education Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • 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

    Article  Google Scholar 

  • 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.

    Google Scholar 

  • Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238–246.

    Article  CAS  PubMed  Google Scholar 

  • Bentler, P. M., & Bonnet, G. (1980). Significance tests and goodness of fit in the analysis of govariance structures. Psychological Bulletin, 88(3), 588–606.

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Clark, L. A. (1995). Constructing validity: Basic issues in objective scale development. Psychological Assessment, 7, 309–319.

    Article  Google Scholar 

  • DeVellis, R. F. (2017). Scale development: Theory and applications (4th ed.). Sage.

    Google Scholar 

  • Engeström, Y. (1987). Learning by expanding: An activity-theoretical approach to developmental research. OrientaKosultit.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • Hair, J. F., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis (7th ed.). Prentice Hall.

    Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Lim, C. P., & Hang, D. (2003). An activity theory approach to research of ICT integration in Singapore schools. Computers & Education, 41(1), 49–63.

    Article  Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Google Scholar 

  • 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

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Turgut, Y. E., & Aslan, A. (2021). Factors affecting ICT integration in Turkish education: A systematic review. Education and Information Technologies, 26(4), 4069–4092.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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

    Article  PubMed  PubMed Central  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Yan, S., & Yang, Y. (2021). Education informatization 2.0 in China—Motivation, framework, and vision. ECNU Review of Education, 4(2), 410–428.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Donnie Adams.

Ethics declarations

Ethical declaration

The permission was obtained from a local higher education institution. All subjects gave informed consent to respondents in this study. All data were collected and analyzed anonymously.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

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

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

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

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40692-022-00248-6

Keywords

Navigation