Instructional and Technology Leadership of School Heads, and Attitude Towards ICT: A Structural Equation Model on ICT Literacy of Public School Teachers
Main Article Content
Abstract
The study was aimed at determining the best-fit structural model ICT literacy as influenced by the instructional and technology leadership of school heads and attitudes towards ICT. The respondents of this study were the 409 public elementary school teachers in the Caraga Region, Philippines, using correlational and structural equation modeling. Mean, Pearson r, Structural Equation Model were the statistical used in the study. The result showed that the levels of instructional leadership and technology leadership were very high, and attitudes towards ICT and ICT literacy were high. Further, all exogenous variables instructional leadership, technology leadership, and attitudes towards ICT showed significant correlations with ICT literacy. Finally, findings showed that Model 3 is the best-fit structural model. Model 3 revealed that exogenous variable instructional leadership of school heads was described by its two remaining indicators, namely, communicating the school goals and providing incentives for learning; exogenous variable technology leadership was explained by its two indicators, namely, leadership and vision and social, legal, and ethical issues, and the exogenous variable, attitudes towards ICT was measured using two retained indicators, namely, attitude towards obstacles and attitude towards social and cultural factors. On the other hand, the endogenous variable ICT literacy was described by its two retained indicators, namely, access and evaluation. This implies that in order to enhance ICT literacy, teachers may work on developing the retained indicators by way of establishing teacher effectiveness and improving student outcomes in an increasingly digital world. These insights contribute to the developing body of knowledge and align with DepEd’s goals, supporting SDG 4 on quality education, which ultimately benefits the entire teaching community and the educational system.
Article Details

This work is licensed under a Creative Commons Attribution 4.0 International License.
References
Alajmi, M. K. (2022). The impact of digital leadership on teachers’ technology
integration during the COVID-19 pandemic in Kuwait. International Journal of Educational Research, 112, 101928.
Alayan, G. A. (2022). School Heads’ Technological Leadership and Teachers’ ICT Integration in Instruction in the Public Elementary Schools in the Division of Quezon. Psychology and Education: A Multidisciplinary Journal, 3(2), 1-1.
Ali, R., & Katz, I. R. (2010). Information and Communication Technology Literacy: What do businesses expect and what do business schools teach? ETS Research Report Series, 2010(2), i-20
Ali, Y. (2012). Effectiveness of principal
instructional leadership in preparatory schools in South Wollo Zone. Unpublished master’s thesis). Addis
Ababa University, Addis Ababa, Ethiopia. Retrieved from https://pdfs. semanticscholar.org/5c2b/2850bf9b56cf5658c8e74e7710d4a253cc9e.pdf.
Amir, A. (2023). A holistic model for
disciplinary professional development— Overcoming the disciplinary barriers to implementing ICT in teaching. Education Sciences, 13(11), 1093.
An, T., & Oliver, M. (2021). What in the world is educational technology? Rethinking the field from the perspective of the philosophy of technology. Learning, Media and Technology, 46(1), 6-19.
Arafah, B., & Hasyim, M. (2023). Digital literacy: The right solution to overcome the various problems of meaning and communication on social media. Studies in Media and Communication, 11(4), 19-30.
Arbuckle, J.L. (2009) Amos 18 User’s Guide,
635.
Aziz, A., & Hossain, T. (2024). Digital Access, Resources, and Literacy:
Mapping the Digital Divide and ICT Learning Challenges Among Undergraduate Students in Bangladesh. Asiascape: Digital Asia, 11(3), 246-267.
Blas, J. B., & Guhao, E. S. (2023). Leadership behavior, strategic leadership
and instructional leadership of school heads: a structural equation model on teacher engagement in Region XI. International Journal of Innovative Science and Research Technology, 8(7).
Berkovich, I., & Hassan, T. (2024). Principals’
digital instructional leadership during the pandemic: Impact on teachers’ intrinsic motivation and students’ learning. Educational Management Administration &
Leadership, 52 (4), 934-954
Beytekin, O. F. (2014). High school
administrators' perceptions of their technology leadership preparedness. Educational Research and Reviews, 9(14), 441.
Bingimlas, K. A. (2009). Barriers to the
successful integration of ICT in teaching and learning environments: A review of the literature. Eurasia Journal of Mathematics, science and technology education, 5(3), 235- 245.
Bongcayat, J. T., & Guhao Jr, E. S. (2020). Structural equation model on work engagement of non-teaching personnel in public secondary schools. Review of Integrative Business and Economics Research, 9, 259-316.
Bosnjak, M., Ajzen, I., & Schmidt, P. (2020). The theory of planned behavior: Selected recent advances and applications. Europe's journal of psychology, 16(3), 352.
Brunson, M. A. (2015). Technology leadership competencies for elementary principals. Bowie State University.
Bruton, C. (2018). Impact of personalized
professional learning on effective
technology integration for high school teachers. Lamar University- Beaumont.
Cabayag, S. J. L., & Guhao Jr, E. S. (2024). SELF-EFFICACY, JOB PERFORMANCE, AND TRANSFORMATIONAL LEADERSHIP: A STRUCTURAL EQUATION MODEL ON ORGANIZATIONAL COMMITMENT AMONG PUBLIC SCHOOL TEACHERS. European Journal of Education Studies, 11(1).
Cejas, A.S. & Guhao, Jr., E.S. (2023). The
mediating roles of emotional intelligence and school climate on the relationship between technological leadership of school heads and teaching effectiveness of teachers: Path Analysis. International Journal of Research Studies in Education. 12(6), 79-93.
Chaiban, T., & Oweini, A. (2024). Assessing post-Covid-19 Lebanese teachers’ attitudes towards ICT and their level of integration in the classroom in relation to their years of experience. Heliyon, 10(18).
Civelek, M.E. (2018). Essentials of structural equation modeling. Zea E-Books, 64(1), 1-115. https://doi.org/10.13014/K2SJ1HR5
Curtis, E. A., Comiskey, C., & Dempsey, O. (2016). Importance and use of correlational research. Nurse Researcher, 23(6), 1-20. https://doi.org/10.7748/nr.2016.e1382
D. Smith, M., Niboshi, R., Samuell, C., &
Timms, S. F. (2024). The potential of self- access language centres in fostering lifelong global citizenship: towards a community of practice approach. Quality Education for All, 1(2), 21-40.
Dasmo, D. N., & Sunardi, O. (2021). Increasing Innovative Behavior Through Strengthening Principal’s Technology Leadership, Information And Communication Technology Literacy (ICT), And Self-Efficacy. Multicultural Education, 7(11).
Deschênes, A. A. (2024). Digital literacy, the use of collaborative technologies, and perceived social proximity in a hybrid work environment: Technology as a social binder. Computers in Human Behavior Reports, 13, 100351.
Douma, J. C., & Shipley, B. (2022). Testing
Model Fit in Path Models with Dependent Errors Given Non-Normality, Non-Linearity and Hierarchical Data. Structural Equation Modeling a Multidisciplinary Journal, 30(2), 222–233. https://doi.org/10.1080/10705511.2022.2112199
Duncan, J. A. (2011). An assessment of
principals' technology leadership: A statewide survey. Virginia Commonwealth University.
Erdogdu, F., & Erdogdu, E. (2023). Understanding students’ attitudes towards ICT. Interactive Learning Environments, 31(10), 7467-7485.
Fan X, Thompson B, Wang L (1999) Effects of sample size, estimation methods, and model specification on structural equation modeling fit indexes. Struct Equ Modeling 6(1):56–83
Fazli Nejad, F., & Salimi, S. (2023). Investigating the relationship between information and communication technology literacy and teachers' professional development during the Covid-19 pandemic. Technology of Education Journal (TEJ), 17(3), 621-632.
Fu, C., Wang, J., Qu, Z., Skitmore, M., Yi, J., Sun, Z., & Chen, J. (2024). Structural Equation Modeling in Technology Adoption and Use in the Construction Industry: A Scientometric Analysis and Qualitative Review. Sustainability, 16(9), 3824.
Garza, V. J. (2023). Technology Leadership and
Teachers' Perceptions of the Principal Technology Leadership Role (Doctoral dissertation, University of
Houston-Clear Lake).
Goretzko, D., Siemund, K., & Sterner, P.
(2024). Evaluating model fit of
Measurement models in confirmatory factor analysis. Educational and Psychological Measurement, 84(1), 123-144.
Guhao Jr, E. S. (2016). Conversational leadership of school heads and teacher
sense of self-efficacy. International Journal of Education and Research, 4(11), 221-238.
Guhao Jr, E. S., & Quines, L. A. (2021). The mediating effect of authentic leadership of school heads on the relationship between teamwork attitudes and work engagement. International Journal of Business Management and Economic Review, 4(06).
Hakimi, M., Shahidzay, A. K., Fazi, A. W., &
Qarizada, A. (2024). Empirical Assessment of ICT Impact on Teaching and Learning in High Schools: A
Study in the Context of Balkh, Afghanistan. EIKI Journal of Effective Teaching Methods, 2(1).
Hallinger, P. (2005). Instructional leadership and the school principal: A passing fancy that refuses to fade away. Leadership and policy in schools, 4(3), 221-239.
Hu, L.-t., & Bentler, P. M. (1999). Cutoff
criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural
Equation Modeling, 6(1), 1–55
Hu, L.-t., & Bentler, P. M. (1998). Fit indices in
covariance structure modeling: Sensitivity to under parameterized model misspecification. Psychological Methods, 3(4), 424–453. https://doi.org/10.1037/1082- 989X.3.4.424
Husana, M. B., & Velasco, C. P. Innovative Teaching Behavior and Environment in Promoting Task Motivation Among Elementary School Teachers.
Isik, M. (2023). Investigation of School
Administrators' Technological
Leadership Behaviors in the Context of Teachers' Professional Development. Malaysian Online Journal of Educational Technology, 11(4), 238-257.
Ismail, S. N., Omar, M. N., & Raman, A. (2021).
The Authority of Principals' Technology Leadership in Empowering Teachers' Self-Efficacy towards ICT Use. International Journal of Evaluation and Research in Education, 10(3), 878-885.
Jan, S. (2018). Investigating the Relationship between Students' Digital Literacy and Their Attitude towards Using ICT. International Journal of Educational Technology, 5(2), 26-34.
Jashari, X., Fetaji, B., & Guetl, C. (2024, May). Assessing Digital Literacy Skills in Secondary and Higher Education: A Comprehensive Literature Survey of Validated Insttuments. In 2024 47th MIPRO ICT and Electronics Convention (MIPRO) (pp. 688-692). IEEE.
Joreskog, K. G., & Sorbom, D. (1996). LISREL8
User’s reference guide. Mooresville Scientific Software.
Kastorff, T., & Stegmann, K. (2024, February).
Teachers’ technological (pedagogical) knowledge–predictors for students’ ICT literacy? In Frontiers in Education (Vol. 9, p. 1264894). Frontiers Media SA.
Katz, I. R., Rijmen, F., & Attali, Y. (2022). Investigating the Factor Structure of iSkills™.
Kenny, D. A., Kaniskan, B., & McCoach, D. B. (2015). The performance of RMSEA in models with small degrees of freedom. Sociological Methods & Research, 44(3), 486–507
Kelloway, E. K. (1998). Using LISREL for structural equation modeling: a researcher guide. Sage Publications. https://psycnet.apa.org/record/1998-08130-000
Keshtiarast, B., & Salehi, H. (2020). Investigating Employing Information Communication Technology for ESP Learning: A Case of Iranian EFL Students' Attitudes. International Online Journal of Education and Teaching, 7(2), 412-433.
Kim, H., Ku, B., Kim, J.Y., Park, Y.J., & Park, Y.B. (2016). Confirmatory and exploratory factor analysis for validating the phlegm pattern questionnaire for healthy subjects. Evidence-Based Complementary and Alternative Medicine, 1(2), 1-21. https://doi.org/10.1155/2016/2696019
Konovalenko, T. V., Nadolska, Y. A., Poyasok, T. B., & Striuk, A. M. (2023). Developing digital and ICT literacy skills for future foreign language teachers: a comparative and action research approach. In CEUR Workshop Proceedings (pp. 187-202).
Kline, R. B. (1998). Principles and practice of
structural equation modeling. Guilford Press.
Kline, R. B. (2005). Principles and practice of
structural equation modeling (2nd ed.). Guilford Press.
Lestari, D., & Prasetyo, Z. K. (2019, June). A review on ICT literacy in science learning. In Journal of Physics: Conference Series (Vol. 1233, No. 1, p. 012097). IOP Publishing.
Ma, X., & Marion, R. (2021). Exploring how
instructional leadership affects teacher efficacy: A multilevel analysis. Educational Management Administration & Leadership, 49(1), 188-207.
MacCallum, R. C., Browne, M. W., & Sugawara, H. M. (1996). Power analysis and determination of sample size for covariance structure modeling. Psychological Methods, 1, 130-149
Mannan, F. (2017). The relationship between
women principal instructional leadership practices, teacher organizational commitment and teacher professional community practice in secondary schools in Kuala Lumpur (Doctoral dissertation, University of Malaya (Malaysia).
Mantoro, T., Fitri, E. M., & Usino, W. (2017).
The impact of information and communication technology (ICT) toward learning process and students’ attitudes. Advanced Science Letters, 23(2), 844-847.
Marsh, H. W., & Hocevar, D. (1985). Application of confirmatory factor analysis to the study of self-concept: First- and higher-order factor models and their invariance across groups. Psychological Bulletin, 97(3), 562–582. https://doi.org/10.1037/0033-2909.97.3.562
Munna, A. S., & Kalam, M. A. (2021). Teaching
and learning process to enhance teaching effectiveness: a literature review. International Journal of Humanities and Innovation (IJHI), 4(1), 1-4.
Mwawasi, F. M. (2014). Technology
leadership and ICT use: Strategies for capacity building for ICT integration.
Nabavi, R. T. (2012). Bandura’s social learning theory & social cognitive learning theory. Theory of Developmental Psychology, 1(1), 1-24.
Nair, H. B., & Karan, S. P. (2024). Knowledge,
attitude and usage of information and communication technology (ICT) and digital resources in
pre-service teachers. The New Educational Review, 75, 228-243.
Neves, C., & Henriques, S. (2020). Exploring
the impacts of distance higher education on adult learners' lives and reclaiming lifelong learning as a human development process. Open Praxis, 12(4), 439-456.
Nikou, S., De Reuver, M., & Mahboob Kanafi, M. (2022). Workplace literacy skills—how information and digital literacy affect adoption of digital technology. Journal of Documentation, 78(7), 371-391.
Noceto, R. R. (2022). Instructional leadership for information and communication technology towards the development of a strategic plan for ICT. Irjstem. Com, 2(3), 96-109.
Ouyang, J. R., & Stanley, N. (2014). Theories and research in educational technology and distance learning instruction through Blackboard. Universal Journal of Educational Research, 2(2), 161-172.
https://files.eric.ed.gov/fulltext/EJ1053980.pdf · PDF file
Pettiegrew II, H. (2013). The perceptions of principal instructional leadership practices on 8th grade Ohio Achievement Assessment (OAA). Cleveland State University.
Peugh, J., & Feldon, D. F. (2020). “How well
does your structural equation model fit your data?”: Is Marcoulides and Yuan’s equivalence test the answer?. CBE—Life Sciences Education, 19(3), es5.
Pick, J., & Sarkar, A. (2016, January). Theories of the digital divide: Critical comparison. In 2016 49th Hawaii International Conference on System Sciences (HICSS) (pp. 3888-3897). IEEE.
Pursan, G., Adeliyi, T. T., & Seena, J. (2023). Information Technology Technical Support Success Factors in Higher Education: Principal Component Analysis. International Journal of Advanced Computer Science and Applications, 14(6).
Raman, A., Thannimalai, R., & Ismail, S. N. (2019). Principals' Technology Leadership and Its Effect on Teachers' Technology Integration in 21st Century Classrooms. International Journal of Instruction, 12(4), 423-442.
Regañon, A. B. School Heads’ Technological Leadership and Teachers’ ICT Integration Employed in Teaching.
Romero-Hall, E., & Jaramillo Cherrez, N.
(2023). Teaching in times of disruption: Faculty digital literacy in higher education during the COVID-19 pandemic. Innovations in Education and Teaching International, 60(2), 152- 162.
Saad, N., & Sankaran, S. (2021). Principals’ Instructional Leadership Practices and 21st Century Teaching and Facilitating Methods among Secondary School Teachers in Northern Region. International Online Journal of Educational Leadership, 5(1), 25-43
Sahoo, M. (2019). Structural equation modeling: Threshold criteria for assessing Model fit. n Methodological issues in management research: Advances, challenges, and the way ahead (pp. 269-276). Emerald Publishing Limited.
Schermelleh-Engel, K., Moosbrugger, H., & Müller, H. (2003). Evaluating the fit of structural equation models: Tests of significance and descriptive goodness-of-fit measures. Methods of psychological research online, 8(2), 23-74.
Schmitz, M. L., Antonietti, C., Consoli, T.,
Cattaneo, A., Gonon, P., & Petko, D. (2023). Transformational leadership for technology integration in schools:
Empowering teachers to use technology in a more demanding way. Computers & Education, 204, 104880.
Schumacker, R. E., and Lomax, R. G. (2004). A
beginner's guide to structural equation modeling, Second edition. Mahwah, NJ: Lawrence Erlbaum Associates.
Senkbeil, M. (2022). ICT-related variables as predictors of ICT literacy beyond intelligence and prior achievement. Education and Information Technologies, 27(3), 3595-3622.
Steiger, J. H. (2007). Understanding the
limitations of global fit assessment in structural equation modeling. Personality and Individual differences, 42(5), 893-898.
Soufghalem, A. (2024). The Role of
Technology in Enhancing Digital Literacy Skills Among Secondary School Students. International Journal of Post Axial: Futuristic Teaching and Learning, 203-214.
Streiner, D. L. (2006). Buildng a better model: an introduction to structural equation modeling. The Canadian Journal of Psychiatry, 51(5), 317-324. https://doi.org/10.1177/070674370605100507
Taber, K.S. (2018). The use of Cronbach’s alpha when developing and reporting research instruments in science education. Research in Science Education, 48(1), 1273-1296. https://doi.org/10.1007/s11165-016-9602-2
Tep, V. (2024, March). Teacher educators as
curriculum developers: a case study of teacher education colleges in Cambodia. In Frontiers in Education (Vol. 9, p. 1328023). Frontiers Media SA.
Theodorio, A. O. (2024). Examining the
support required by educators for successful technology integration in teacher professional development
program. Cogent Education, 11(1), 2298607.
Townsend, T. (Ed.). (2019). Instructional
leadership and leadership for learning in schools: Understanding theories of leading. Springer Nature.
West, R. F., Meserve, R. J., & Stanovich, K. E. (2012). Cognitive sophistication does not attenuate the bias blind spot. Journal of Personality and Social Psychology, 103(3), 506–519. https://doi.org/10.1037/a0028857
Willermark, S., Gellerstedt, M., & Nilsson, P. (2024). Surviving or thriving?
Exploring school leaders’ perception of initiated digital transformation. School Leadership & Management, 44(3), 228-250.
Yeşilyurt, E., & Vezne, R. (2023). Digital literacy, technological literacy, and internet literacy as predictors of attitude toward applying computer-supported education. Education and information technologies, 28(8), 9885-9911.
Zamhari, A., Huda, M., Rosyada, D., & Nata, A.
(2024). Challenges of mastering information and communication technology literacy competence for teachers in the age of digital learning. In Religion, Education, Science and Technology towards a More Inclusive and Sustainable Future (pp. 113-117). Routledge.
Zyad, H. (2016). Integrating Computers in
the Classroom: Barriers and Teachers'
Attitudes. International Journal of Instruction, 9(1), 65-78.