Abang Adam Abang Deli. (2018). Pembangunan Model Standard Kompetensi Guru Kanan Mata Pelajaran di Malaysia. Tesis Doktor Falsafah. Universiti Kebangsaan Malaysia (UKM). 

 

Abd. Razak Manaf. (2017). Pembinaan dan pengesahsahihan model kompetensi guru penolong kanan pentadbiran dan akademik sekolah menengah Malaysia. (Tesis Kedoktoran tidak diterbitkan) Penerbit: UPSI. 

 

Abd Rahman, M. A., Yahaya, M. D. A. H., Afuad, H. Z., & Johore, U. S. (2004). Pengupayaan dalam pengurusan sekolah: satu tinjauan di kalangan pengurus pertengahan di sekolah menengah di bandar johor bahru. In Kertas kerja Seminar Pengurusan dan Kepimpinan ke-12, 6-9 Disember. 

 

Abdul Razzak, N. L. (2015). “The Lived-Through Experience of the Senior Teacher: A Closer Look at a Middle Management and Leadership Position in Bahraini Public Schools.” Cogent Education 2: 1123084. doi:10.1080/2331186X.2015.1123084 

 

Ahmad, N., Tarek Amer, N., Qutaifan, F., & Alhilali, A. (2013). Technology adoption model and a road map to successful implementation of ITIL. Journal of Enterprise Information Management, 26(5), 553-576. 

 

AITSL (Australian Institute for Teaching and School Leadership). 2012. Australian Teacher Performance and Development Framework. Carlton South: Education Services Australia. 

 

Akcil, U., Altinay, Z., & Altinay, F. (2016). Assessing the effects of managers in the digital age on the management process of digital citizenship roles. The Anthropologist, 23(1-2), 209-217. 

 

Alkrdem, M. (2014). Technological leadership behavior of high school headteachersi n Asir Region, Saudi Arabia. Journal of International Education Research, 10(2), 95–100. https://doi.org/10.1002/asi.20248 

 

Anderson, R. E., & Dexter, S. (2005). School technology leadership: An empirical investigation of prevalence and effect. Educational administration quarterly, 41(1), 49-82. 

 

Anderson, C., and G. Nixon. (2010). “The Move to Faculty Middle Management Structures in Scottish Secondary Schools: A Case Study.” School Leadership & Management 30: 249– 263. doi:10.1080/13632434.2010.486134. 

Arumugam Raman, & Som Sharif. (2018). Relationship Between Technology Leadership, ICT Facility, Competency, Commitments Towards Effectiveness of School Mangement Tasks in Schools. PEDAGOGIA: Jurnal Pendidikan, 7(1), 4. https://doi.org/10.21070/pedagogia.v7i1.1292 

 

Ashmore, J., & Clay, C. (2016). The New Middle Leader's Handbook. John Catt Educational Limited. 

 

Avidov-Ungar, O., & Shamir-Inbal, T. (2017). Ict coordinators'tpack-based leadership knowledge in their roles as agents of change. Journal of information technology education, 16(1). 

 

Azizi Yahaya, Peter Voo, Ismail Maakip & Mohd Dahlan A. Malek, (2018). Kaedah Penyelidikan Dalam Pendidikan.  Penerbit UPSI. 

 

Babbie, E (2007). Practice of social research. United States: Cengage Learning. Baimuldina, N., Tsay, Y., Khakimova, T., Myrzabayeva, A., & Naimanbaiev, A. 

(2019). The main aspects of digitalization in the system of professional development of teachers. Dalam Proceedings of the 2019 International Conference on Pedagogy, Communication and Sociology (ICPCS 2019) (Vol. 315, pp. 75–77). Paris, France: Atlantis Press. https://doi.org/10.2991/icpcs- 19.2019.17 

 

Bassett, M. (2016). The Role of Middle Leaders in New Zealand Secondary Schools: Expectations and Challenges. Waikato Journal of Education, 21(1), 97–108. 

 

Bassett, M., & Shaw, N. (2018). Building the confidence of first-time middle leaders in New Zealand primary schools. International Journal of Educational Management, 32(5), 749–760. https://doi.org/10.1108/IJEM-05-2017-0101 

 

Belasen, A., & Belasen, A. R. (2016). Value in the middle: cultivating middle managers 

in healthcare organizations. Journal of Management Development. https://doi.org/10.1108/JMD-12-2015-0173 

 

Bell, D., and R. Ritchie. (1999). Towards Effective Subject Leadership in the Primary School. Buckingham: Open University Press. 

 

Benavides, L. M. C., Tamayo Arias, J. A., Arango Serna, M. D., Branch Bedoya, J. W., & Burgos, D. (2020). Digital transformation in higher education institutions: A systematic literature review. Sensors, 20(11), 3291. 

Bennett, N., W. Newton, C. Wise, P. A. Woods, and A. Economou. (2003). The Role and Purpose of Middle Leaders in Schools: Full Report. National College for School Leadership. http://dera.ioe. ac.uk/5118/14/download_id%3D17364%26filename%3Drole-purpose-of- middle-leaders-inschools-full-report_Redacted.pdf. 

 

Bennett, N., Woods, P., Wise, C., & Newton, W. (2007). Understandings of middle leadership in secondary schools: a review of empirical research. School Leadership and Management, 27(5), 453-470. 

 

Beytekin, O. F. (2014). High school administrators perceptions of their technology leadership preparedness. Educational Research and Reviews, 9(14), 441–446. https://doi.org/10.5897/ERR2014.1858 

 

Billheimer, D. M. (2007). A study of West Virginia principals: Technology standards, professional development, and effective instructional technology leaders (Doctoral disertation, Marshall University Graduate College). http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.886.4542&rep=rep1 &type=p df. 

 

Braun, V., Clarke, V., & Hayfield, N. (2019). ‘A starting point for your journey, not a map’: Nikki Hayfield in conversation with Virginia Braun and Victoria Clarke about thematic analysis. Qualitative Research in Psychology, 1-22. 

 

Bronfenbrenner, U. (2009), The Ecology of Human Development: Experiments by Nature and Design, Harvard University Press, Cambridge, MA. 

 

Brooks, Z., and R. Cavanagh. (2009). “An Examination of Middle Leadership in Western Australian Secondary Schools.” AARE annual international research conference, 29 November – 3 December. http://www.aare.edu.au/data/publications/2009/bro091131.pdf. 

 

Bufalino, G. (2018). The study of educational leadership. Themes, emerging models and future research directions. Annali della facoltà di Scienze della formazione Università degli studi di Catania, 17, pp-101. 

 

Bush, T. (2013). Leadership in Early Childhood Education. Educational Management Administration & Leadership, 41(1), 3– 4 

https://doi.org/10.1177/1741143212462968 

 

Bush, T. (2016). “School Leadership and Management in England: The Paradox of Simultaneous Centralisation and Decentralisation.” Research in Educational Administration and Leadership 1 (1): 1–23. 

 

Bush, T., & Glover, D. (2014). School leadership models: What do we know?. School Leadership & Management, 34(5), 553-571. 

 

Busher, H. (2005). “Being a Middle Leader: Exploring Professional Identities.” School Leadership & Management 25: 137–153. doi:10.1080/13632430500036231. 

 

Busher, H., L. Hammersley-Fletcher, and C. Turner. (2007). “Making Sense of Middle Leadership: Community, Power and Practice.” School Leadership & Management 27: 405–422. doi:10. 1080/13632430701606061. 

 

Cansoy, R., & Parlar, H. (2018). Examining the relationship between school principals’ instructional leadership behaviors, teacher self-efficacy, and collective teacher efficacy. International Journal of Educational Management, 32(4), 550–567. https://doi.org/10.1108/IJEM-04-2017-0089 

 

Cardno, C., & Robson, J. (2016). Realising the value of performance appraisal for middle leaders in New Zealand secondary schools. Research in Educational Administration and Leadership, 1(2), 229-254. 

 

Chee K. S. (2012). The Influence of Principal’s Technology Leadership on Teacher’ Self- Efficacy and ICT Use In Teaching. (Doctoral Thesis). Universiti Malaysia Sarawak. 

 

Choi, E., & Lee, J. (2018). EFL teachers’ self-efficacy and teaching practices. ELT Journal, 72(2), 175–186. https://doi.org/10.1093/elt/ccx046 

 

Christensen, R., Eichhorn, K., Prestridge, S., Petko, D., Sligte, H., Baker, R., ... & Knezek, G. (2018). Supporting learning leaders for the effective integration of technology into schools. Technology, Knowledge and Learning, 23(3), 457- 472. 

 

Chua Yan Piaw. (2013). Kaedah Dan Statistik Penyelidikan: Asas Statistik Penyelidikan. Mcgraw-Hill Education. 

 

Clausen, J. M., Borthwick, A. C., & Rutledge, D. (2021). Collaborative research and use of Q methodology to understand technology infusion in teacher preparation. Educational Technology Research and Development, 1-23. 

 

Cocca, M., Cocca, A., Martinez, E. A., & Bulnes, M. G. R. (2018). Correlation between self-efficacy perception and teaching performance: the case of Mexican Preschool and Primary School teachers. Arab World English Journal, 9(1), 56– 

70. https://doi.org/10.24093/awej/vol9no1.4 

 

Cohen, J. (2001). Statistical Power Analysis For The Behavioral Sciences. Routledge. Collins English Dictionary (2013). Available online at: [http://www.collinsdictionary/ 

English/middle-manager]. Accessed 30th June 2016. 

 

Cooper, D. R., & Schindler, P. S. (2011). Business Research Methods (11th ed.). New York: McGraw-Hill/Irwin. 

 

Cortellazzo, L., Bruni, E., & Zampieri, R. (2019). The role of leadership in a digitalized world: A review. Frontiers in Psychology, 10(AUG), 1–21. https://doi.org/10.3389/fpsyg.2019.01938 

 

Cosenza, M. N. (201)5. “Defining Teacher Leadership: Affirming the Teacher Leader Model Standards.” Issues in Teacher Education 24: 79–99. 

 

Crane, A., & J. De Nobile. (2014). “Year Coordinators as Middle-Leaders in Independent Girls’ Schools: Their Role and Accountability.” Leading & Managing 20 (1): 80–92. 

 

Cresswell, J. W. (2008). Education Research. British: Pearson Education, Inc. Cresswell, J. W. (2012). Educational Research Planning, Conducting and Evaluating 

Quantitative and Qulitative Research (4thed) – Boston, USA: Pearson Education Inc. 

 

Cresswell, J. W. (2014). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches-John W. Creswell. 

 

Creswell, J.W. & Guetterman, T.C (2021). Educational Research: Planning, conducting and evaluating quantitative and qualitative research (6th edition). Global Edition: Pearson. 

 

Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. 

Psychometrika, 16, 297–334. 

 

Danielson, C. (2007). Teacher Leadership That Strengthens Professional Practice. 

Alexandria VA: Association for Supervision and Curriculum Development. 

 

Denis, J., A. Langley, and L. Rouleau. (2010). “The Practice of Leadership in the Messy World of Organizations.” Leadership 6: 67–88. doi:10.1177/1742715009354233 

 

De Nobile, J. (2017). Towards a theoretical model of middle leadership in schools. 

School Leadership & Management, 38, 395-416. https://doi.org/10.1080/13632434.2017.1411902 

 

Devolder, A., R. Vanderlinde, J. van Braak, and J. Tonduer. (2010). “Identifying Multiple Roles of ICT Coordinators.” Computers & Education 55: 1651–1655. doi:10.1016/j.compedu.2010.07.007. 

 

Dexter, S., & Richardson, J. W. (2020). What does technology integration research tell us about the leadership of technology? Journal of Research on Technology in Education, 52(1), 17–36. https://doi.org/10.1080/15391523.2019.1668316 

 

Dinham, S. (200)7. “The Secondary Head of Department and the Achievement of Exceptional Student Outcomes.” Journal of Educational Administration 45 (1): 62–79. doi:10.1108/ 09578230710722458. 

 

Dinham, S. (2016). Leading learning and teaching. https://books.google.com/books/about/Leading_Learning_and_Teaching.html 

?id=WuS8DAEACAAJ 

 

Dinham, S. (2016). Leading Learning and Teaching. Camberwell: ACER Press. Dong, C., & Newman, L. (2018). Enacting pedagogy in ICT-enabled classrooms: 

conversations with teachers in Shanghai. Technology, Pedagogy and Education, 27(4), 499–511. https://doi.org/10.1080/1475939X.2018.1517660 

 

Drossel, K., Eickelmann, B., & Gerick, J. (2017). Predictors of teachers’ use of ICT in school – the relevance of school characteristics, teachers’ attitudes and teacher collaboration. Education and Information Technologies, 22(2), 551–573. https://doi.org/10.1007/s10639-016-9476-y 

 

Drysdale, L., D. Gurr, and H. Goode. (201)6. “Dare to Make a Difference: Successful Principals Who Explore the Potential of Their Role.” International Studies in Educational Administration 44 (3): 37–53. 

 

Duignan, P. (2012). Educational leadership: Together creating ethical learning environments. Cambridge University Press. 

 

Eacott, S. (201)5. Educational Leadership Relationally: A Theory and Methodology for Educational Leadership, Management and Administration. Rotterdam: Sense Publications. 

 

Edwards-Groves, C., Grootenboer, P., Hardy, I., & Rönnerman, K. (2019). Driving change from ‘the middle’: middle leading for site based educational development. School Leadership & Management, 39(3-4), 315-333. 

 

Edwards-Groves, C., P. Grootenboer, and K. Ronnerman. (2016). “Facilitating a Culture of Relational Trust in School-Based Action Research: Recognising the Role of Middle Leaders.” Educational Action Research 24: 369–386. doi:10.1080/09650792.2015.1131175. 

 

Epstein, S. (1980). The self-concept. Personality: Basic issues and current research.. 

NJ: Prentice-HalL. 

 

Eric Bass. (2019). i International Society For Technology in Education Standards For Educational Leaders and Educational Technology Leadership among South Dakota High School Principals. December. https://www.proquest.com/openview/42cc50dd5a12fd89dd0225dadb22ccc5/1 

?pq-origsite=gscholar&cbl=18750&diss=y 

 

Esplin, N. L., Stewart, C., & Thurston, T. N. (2018). Technology leadership Perceptions Of Utah elementary school principals. Journal of Research on Technology in Education, 0(0), 1–14. 

 

Fadzliyah Hashim, Farah Farhana Rosli, Fatahiyah Elias, Mohd Radzi Lebai Mat, & Che Nazrah Mohd Yusof. (2020). Pengajaran dan Pembelajaran dalam Talian dan Impaknya Terhadap Guru Novis Pendidikan Islam. BITARA International Journal of Civilizational Studies and Human Sciences, 3(4), 151–162. 

 

Falloon, G. (2020). From digital literacy to digital competence: the teacher digital competency (TDC) framework. Educational Technology Research and Development, 68(5), 2449–2472. https://doi.org/10.1007/s11423-020-09767-4 

 

Farchi, T., & Tubin, D. (2019). Middle leaders in successful and less successful schools. School Leadership and Management, 39(3–4), 372–390. https://doi.org/10.1080/13632434.2018.1550389 

 

Faridah Juraime & Mohd Izham Mohd Hamzah. (2017). Kepimpinan teknologi pengetua dan hubungannya dengan prestasi akademik sekolah   di Malaysia. International Journal of Education,   Psychology   and Counseling, 2(5), 215-230. 

 

Field, A. (2013). Discovering statistics using IBM SPSS statistics. sage. 

 

Field,   A.   (2005).   Discovering   Statistics   Using   SPSS   (2005)   London. Sage Publications. 

 

Fleming, P. (2000). The art of middle management in secondary schools: a guide to effective subject and team leadership: David Fulton Publisher. 

 

Fleming, P. (2013). The Art of Middle Management in Secondary Schools: A Guide to Effective Subject and Team Leadership. London: Routledge. 

 

Fleming, P. (2014). Successful Middle Leadership in Secondary Schools. London: Routledge. 

 

Fleming, P. (2019). Successful middle leadership in secondary schools (2nd ed.). Oxon: Routledge. 

Fluckiger, B., S. Lovett, N. Dempster, and S. Brown. (2015). “Middle Leaders: Career Pathways and Professional Learning Needs.” Leading & Managing 21: 60–74. 

 

Frankel, R., Naslund, D., & Bolumole, Y. (2005). The “white space” of logistics research: A look at the role of methods usage. Journal of Business logistics, 26(2), 185-209. 

 

Gall, M., Gall, J. P., & Borg, W. (2007). The Nature Of Educational Research. 

Educational Research: An Introduction. Pearson. 

 

Gallego-Arrufat, M.-J., Gutierrez-Santiuste, E., & Campana-Jimenez, R. L. (2017). School technology leadership in a Spanish secondary school: The TEI model. Improving Schools, 20(3), 247–263. https://doi.org/10.1177/1365480217732232 

 

Garland, V. E., & Tadeja, C. (2013). Educational leadership and technology: Preparing school administrators for a digital age. Routledge. 

 

Gay, L. R., & Mills, G. E. Airasian (2012). Educational Research: Competencies Analysis And Applications (10th ed). Pearson. 

 

Geithner, S., & Menzel, D. (2016). Effectiveness of learning through experience and reflection in a project management simulation. Simulation & Gaming, 47(2), 228-256. 

 

General Teaching Council Scotland. (2012). The Standards for Leadership and Management: Supporting Leadership and Management Development. Edinburgh: GTC Scotland. 

 

Ghamrawi, N. 2010. “No Teacher Left Behind: Subject Leadership That Promotes Teacher Leadership.” Educational Management, Administration & Leadership 38: 304–320. doi:10. 1177/1741143209359713 

 

Ghazali Darusalam, & Sufean Hussin. (2018). Metodologi penyelidikan dalam pendidikan: Amalan dan analisis kajian (2nd ed.). Penerbitan Universiti Malaya. 

 

Ghavifekr, S., & Mohammed Sani. (2014). Head of Departments’ instructional supervisory role and teachers ’ job performance : Teachers’ Perceptions. Asian Journal of Social Sciences and Management Studies, 1(2), 45–56. 

 

Glaslow P. A. (2005) Fundamentals of Survey Research Methodology. 

 

Gorton, R., J. A. Alston, and P. Snowden. (2007). School Leadership & Administration: Important Concepts, Case Studies, & Simulations (7e). McGraw-Hill. 

 

Grice, C. (2019). 007 Spies, surveillance and pedagogical middle leadership: for the good of the empire of education. Journal of Educational Administration and History, 51(2), 165-181. 

 

Grint, K. (2003). “The Arts of Leadership.” In Effective Educational Leadership, edited by N. Bennett, M. Crawford, and M. Cartwright, 89–107. Paul Chapman Publishing. 

 

Grootenboer, P. (2018), The Practices of School Middle Leadership: Leading Professional Learning, Springer Nature. 

 

Gumus, S., M. S. Bellibas, M. Esen, and E. Gumus. (2018). A Systematic Review of Studies on Leadership Models in Educational Research from 1980 to 2014. Educational Management Administration & Leadership 46 (1): 25–48 

 

Gurr, D., & Drysdale, L. (2013). Middle-level secondary school leaders: Potential, constraints and implications for leadership preparation and development. Journal of Educational Administration, 55(1), 55–71. 

 

Gurr, D. & Drysdale, L. (2013). Middle-level secondary school leaders: Potential, constraints, and implications for leadership preparation and development. Journal of Educational Administration, 51(1), 55-71. 

 

Gurr, D. (2018). School middle leaders in Auatralia, Chile and Singapore. School Leadership & Management, 1-19. doi: https://10.1080/13632434.2018.1512485 

 

Guskey, T.R. (1998). The age of our accontability: Evaluation must become an intergal part of staffdevelopment. Journal of Staff Development, 19(4). 

 

Hair, J. F., Black, W. C., & Babin, B. J. (2010). Anderson. RE, 2010. Multivariate Data Analysis. Pearson Prentice Hall. 

 

Hallinger, P., & Bridges, E. M. (2017). A Systematic Review of Research on the Use of Problem-Based Learning in the Preparation and Development of School Leaders. Educational Administration Quarterly, 53(2), 255–288. https://doi.org/10.1177/0013161X16659347 

 

Hamidah Yusof, Jamal Yunus & Khalip Musa. (2015). Kaedah Penyelidikan Pengurusan Pendidikan. Penerbit Universiti Pendidikan Sultan Idris. 

 

Hamidah Yusof, Jamal Yunus & Khalip Musa, (2019). Kaedah Penyelidikan: Pengurusan Pendidikan. Penerbit Universiti Pendidikan Sultan Idris. 

 

Hammersley-Fletcher, L., and M. Brundrett. (2005). “Leaders on Leadership: The Impressions of Primary School Head Teachers and Subject Leaders.” School Leadership & Management 25: 59–75. doi:10.1080/1363243052000317064 

 

Hammersley-Fletcher, L., and M. Strain. (2011). “Power, Agency and Middle Leadership in English Primary Schools.” British Educational Research Journal 37: 871–884. doi:10.1080/ 01411926.2010.506944. 

 

Harris, A. (2014). Distributed Leadership Matters: Perspectives, Practicalities, and Potential. Thousand Oaks: Corwin 

 

Harris, A., Jones, M. S., Adams, D., Perera, C. J., & Sharma, S. (2014). High- performing education systems in Asia: Leadership art meets implementation science. The Asia-Pacific Education Researcher, 23(4), 861–869. https://doi.org/10.1007/s40299-014-0209-y 

 

Harris, A., Jones, M., Adams, D., & Cheah, K. (2019). Instructional leadership in Malaysia: A review of the contemporary literature. School Leadership and Management, 39(1), 76–95. https://doi.org/10.1080/13632434.2018.1453794 

 

Harris, A., & Jones, M. (2017). Middle leaders matter: reflections, recognition, and renaissance. School Leadership & Management, 37(3), 213-216. 

 

Hasliza Hashim, Siti Munira Mohd Nasri, & Zarina Mustafa. (2016). Cabaran Yang Dihadapi Oleh Guru Dalam Pelaksanaan Persekitaran Pembelajaran Maya Frog Di Bilik Darjah. Asia Pacific Journal of Educators and Education, 31, 115–129. https://doi.org/10.21315/apjee2016.31.7 

 

Hatlevik, I. K. R., & Hatlevik, O. E. (2018). Examining the relationship between teachers’ ICT self-efficacy for educational purposes, collegial collaboration, lack of facilitation and the use of ICT in teaching practice. Frontiers in Psychology, 9(JUN), 1–8. https://doi.org/10.3389/fpsyg.2018.00935 

 

Heck, R. H., & Hallinger, P. (2005). The Study of Educational Leadership and Management: Where Does the Field Stand Today? Educational Management Administration & Leadership, 33(2), 229–244. https://doi.org/10.1177/1741143205051055 

 

Hellriegel, D. Jackson, S.E. Slocum, J. Staude, G. Amos, T. Klopper, H.B. Louw, L. Oosthuizen, T. (2007). Management. 3rd South African Edition. Oxford Press. Southern Africa. 

 

Heng, M. A., and C. J. Marsh. (2009). “Understanding Middle Leaders: A Closer Look at Middle Leadership in Primary Schools in Singapore.” Educational Studies 35: 525–536. doi:10. 1080/03055690902883863. 

 

Hero, J. L. (2020). Teachers' Preparedness and Acceptance of Information and Communications Technology (ICT) Integration and Its Effect on Their ICT Integration Practices. Online Submission, 1, 59-76. 

 

Hirsh, Å., & Bergmo-Prvulovic, I. (2019). Teachers leading teachers–understanding middle-leaders’ role and thoughts about career in the context of a changed division of labour. School Leadership & Management, 39(3-4), 352-371. 

 

Ho, J. P. Y., Victor Chen, D. T., & Ng, D. (2016). Distributed leadership through the lens of activity theory. Educational Management Administration & Leadership, 44(5), 814-836. 

 

Ho, R. (2006). Handbook Of Univariate And Multivariate Data Analysis And Interpretation With SPSS. Chapman and Hall/CRC (1st ed.). Florida: Chapman & Hall/CRC 

 

Hoy, W. K., and C. G. Miskel. (2012). Educational Administration: Theory, Research, and Practice. 9th ed. McGraw-Hill. 

 

Iftakhar, S. (2016). Google Classroom: what works and how? Journal of Education and Social Sciences, 3(1), 16–18. Retrieved from http://www.ucalgary.ca/~dmjacobs/phd/diss/Image74.gif 

 

Instefjord, E. J., & Munthe, E. (2017). Educating digitally competent teachers: A study of integration of professional digital competence in teacher education. Teaching and Teacher Education, 67, 37–45. 

 

Institut Aminuddin Baki (IAB). (2018). Pembangunan pemimpin pertengahan. Bandar Enstek, Malaysia. 

 

Institut Pendidikan Guru Malaysia. (2019). Dasar Pembelajaran Digital Institut Pendidikan Guru (DaPeD). Cyberjaya: Institut Pendidikan Guru Malaysia. 

 

Institut Pendidikan Guru Malaysia. (2019). Kod Amalan Pembelajaran Teradun Institut Pendidikan Guru Kementerian Pendidikan Malaysia. Cyberjaya: Institut Pendidikan Guru Malaysia. 

 

International Society for Technology in Education. (2009). ISTE Standards for Administrators (Standards•A). Retrieved from https://www.iste.org/docs/pdfs/20-14_ISTE_Standards A_PDF.pd 

 

Irvine, P., & Brundrett, M. (2016). Middle leadership and its challenges: A case study in the secondary independent sector. Management in Education, 30(2), 86-92. 

 

Irvine, P. A., & Brundrett, M. (2019). Negotiating the next step: The part that experience plays with middle leaders’ development as they move into their new role. Educational Management Administration and Leadership, 47(1), 74–90. https://doi.org/10.1177/1741143217720457 

 

Javadi, V., Bush, T., & Ng, A. (2017). Middle leadership in international schools: evidence from Malaysia. School Leadership and Management, 37(5), 476–499. https://doi.org/10.1080/13632434.2017.1366439 

 

Johanson, G. and Brooks, G. (2010) Initial Scale Development: Sample Size for Pilot Studies. Educational and Psychological Measurement, 70, 394-400. http://dx.doi.org/10.1177/0013164409355692 

 

Joo, Y. J., Park, S., & Lim, E. (2018). Factors influencing preservice teachers’ intention to use technology: TPACK, teacher self-efficacy, and Technology Acceptance Model. Educational Technology and Society, 21(3), 48–59. 

 

Ju, Y., Park, S., & Lim, E. (2018). Factors Influencing Preservice Teachers ’ Intention to Use Technology : TPACK , Teacher Self-efficacy , and Technology Acceptance Model Published by : International Forum of Educational Technology & Society Linked references are available on JSTOR for thi. International Forum of Educational Technology & Society, 21(3), 48–59. 

 

Kaiser, H. F. (1974). An index of factorial simplicity. Psychometrika, 39(1), 31-36. Katz. D., & Kahn, R. L. (1978). The social psychology of organisations. John Wiley & 

Sons. 

 

Kementerian Pengajian Tinggi (KPT). (2011). Blueprint on Enculturation of Lifelong Learning for Malaysia 2011-2020. Univision Press. 

 

Kementerian Pendidikan Malaysia. (2017). Buku Penerangan Kurikulum Standard Prasekolah Kebangsaan (KSPK) (Semakan 2017) http://bpk.moe.gov.my/index.php/terbitan-bpk/buku-penerangan-kssr- kssm?download=1714:buku-penerangan-kspk 

 

Kementerian Pendidikan Malaysia. (2013). Pelan Pembangunan Pendidikan Malaysia 2013-2025. Putrajaya: Kementerian Pendidikan Malaysia 

 

Kementerian Pendidikan Malaysia. (2012). Pemerkasaan Kolej Komuniti. Kementerian Pendidikan Malaysia, Kuala Lumpur. 

 

Kerlinger, F. N. (1986). Foundations of Behavioral Research. Edisi ke-2. New York: Holt, Rinehart and Winston. 

 

Khusnul, H., & Mohd. Helmi, A. R. (2017). Penggunaan Media Sosial dan Faktor- faktor yang Mempengaruhi Terbentuknya Gerakan Sosial oleh Pemimpin Pelajar Universiti di Bandar Pekan Baru, Riau, Indonesia. Journal of Social Science and Humanities, 12(2), 87–101. 

 

Kiat, K. T. H., Heng, M. A., & Ratnam-Lim, C. (2017). Curriculum Leadership by Middle Leaders. 

 

Klein, K. J., Conn, A. B., & Sorra, J. S. (2001). Implementing computerized technology: An organization analysis. Journal of Applied Psychology, 86(5), 811-824. 

 

Koh, H. H., D. Gurr, L. Drysdale, and L. L. Ang. (2011). “How School Leaders Perceive the Leadership Role of Middle Leaders in Singapore Primary Schools?.” Asia Pacific Education Review 12: 609–620. doi:10.1007/s12564- 011-9161-1. 

 

Kor, H., Erbay, H., & Engin, M. (2016). Technology leadership of education administers and innovative technologies in education: A case study of Corum City. Universal Journal of Educational Research, 4(12A), 140–150. https://doi.org/10.13189/ujer.2016.041318 

 

Koziol-nadolna, K. (2020). administrative sciences The Role of a Leader in Stimulating Innovation in an Organization. Administrative Sciences. 

 

Krejcie, R. V, & Morgan, D. W. (1970). Determining sample size for research activities. Educational and Psychological Measurement, 38(1), 607–610. https://doi.org/10.1177/001316447003000308 

 

Lai, K., and K. Pratt. (2004). “Information and Communication Technology (ICT) in Secondary Schools: The Role of the Computer Coordinator.” British Journal of Educational Technology 35: 461–475. doi:10.1111/j.0007-1013.2004.00404.x. 

 

Lailiyah, M., & Cahyono, B. Y. (2017). Indonesian EFL Teachers’ Self-Efficacy towards Technology Integration (SETI) and Their Use of Technology in EFL Teaching. Studies in English Language Teaching, 5(2), 344. https://doi.org/10.22158/selt.v5n2p344 

 

Lárusdóttir, S. H., & O’Connor, E. (2017). Distributed leadership and middle leadership practice in schools: a disconnect?. Irish Educational Studies, 36(4), 423-438. 

 

Lawrence, J. E., & Tar, U. A. (2018). Factors that influence teachers’ adoption and integration of ICT in teaching/learning process. 55(1), 79–105. https://doi.org/10.1080/09523987.2018.1439712 

 

Leong, M. W. (2017). Principal Technology Leadership Practices, Teacher Ict Competency, And Teacher Acceptance Of School Management System (SMS) In Negeri Sembilan Secondary Schools. (Doctoral Thesis), University of Malaya, Kuala Lumpur. 

 

Leong Mei Wei, Kannan, S., & Shafinaz A. Maulod. (2016). Educational Leader ( Pemimpin Pendidikan ) 2016 , Volume 4 , page 89 to 103. Educational Leader (Pemimpin Pendidikan), 4, 89–103. 

 

Liljenberg, M. (2016). “Teacher Leadership Modes and Practices in a Swedish Context: A Case Study.” School Leadership & Management 36 (1): 21–40. doi:10.1080/13632434.2016. 1160209. 

 

Lim Chong Hin. (2007). Penyelidikan Pendidikan: Pendekatan Kuantitatif Dan Kualitatif. McGraw- Hill (Malaysia). 

 

Linacre, M. J. (2003). Winsteps Rasch Measurement Software [Computer Software]. 

Chicago: Winsteps. 

 

Lipscombe, K., Tindall-Ford, S., & Grootenboer, P. (2020). Middle leading and influence in two Australian schools. Educational Management Administration & Leadership, 48(6), 1063-1079. 

 

Li, S. C., Poon, A. Y., Lai, T. K., & Tam, S. T. (2021). Does middle leadership matter? Evidence from a study of system-wide reform on English language curriculum. International Journal of Leadership in Education, 24(2), 226-243. 

 

Lopez-Vargas, O., Duarte-Suarez, L., & Ibanez-Ibanez, J. (2017). Teacher’s computer self-efficacy and its relationship with cognitive style and TPACK. Improving Schools, 20(3), 1–14. https://doi.org/10.1177/1365480217704263 

 

Maimun Aqsha Lubis, Wan Nurul Syuhada’ Wan Hassan, Mohd Isa Hamzah. 

(2017). Tahap pengetahuan dan kesediaan guru-guru pendidikan Islam sekolah menengah di Selangor terhadap penggunaan multimedia dalam pengajaran pendidikan Islam. Asean comparative education research journal on islam and civilization (ACER-J). eISSN2600-769X, 1(1), 1-13. 

 

Mai, M. Y., & Ghaneshwary, R. M. (2018). Primary school science teachers’ attitude towards using Virtual Learning Environment (VLE) in teaching science. European Journal of Education, 1(3), 

 

Mansor, R., & Hamzah, M. I. M. (2015). Kepimpinan Berkualiti: Perspektif mengenai kompetensi yang diperlukan untuk Memimpin dengan Berkesan. Jurnal Pengurusan, 45, 143-154. 

 

Mardhiah Johari, & Rabiatul-Adawiyah Ahmad Rashid. (2016). Hubungan kualiti pengajaran dengan efikasi kendiri guru. Jurnal Kepimpinan Pendidikan, 3(3), 1–16. Retrieved from http://mjs.um.edu.my/index.php/JUPIDI/article/view/84288 

 

Marzuki Ngah. 2002. Hubungan antara konsep kendiri akademik, konsep kendiri bukan akademik dan motivasi pencapaian dengan pencapaian sains. Projek penyelidikan Ijazah Sarjana Pendidikan, Fakulti Pendidikan, Universiti Kebangsaan Malaysia. 

 

Mbokazi, M., Visser, D. & Fourie, L. (2004), Management Perceptions of competencies essential for middle managers, SA Journal of Industrial Pschycology, 30(1), 1-9. 

 

McIntyre, L. J. (1999). Methodological issues in information systems survey research. Kertas pembentangan di ‘The Inforation Systems Research Challenge: Survey Research Methods. 

 

McKenzie, J., & Varney, S. (2018). Energizing middle managers’ practice in organizational learning. Learning Organization, 25(6), 383–398. https://doi.org/10.1108/TLO-06-2018-0106 

 

Meletiou-Mavrotheris, M., Mavrou, K., & Rebelo, P. V. (2021). The Role of Learning and Communication Technologies in Online Courses’ Design and Delivery: A Cross-National Study of Faculty Perceptions and Practices. Front. Educ. 6: 558676. doi: 10.3389/feduc. 

 

Mercer, D., and L. Ri. (2006). “Closing the Gap: The Role of Head of Department in Chinese Secondary Schools.” Educational Management, Administration & Leadership 34: 105–120. doi:10.1177/1741143206059541. 

 

Merriam, S.B. (2001) Qualitative Research and Case Study Applications in Education. Jossey-Bass Publishers. 

 

Mertler, C. A., & Reinhart, R. V. (2016). Advanced and multivariate statistical methods: Practical application and interpretation. Routledge. 

 

Mintzberg, H. (2011). From management development to organization development with Impact. Od Practitioner, 43(3), 25-29. 

 

Mohamed Nazul Ismail. (2020). Cabaran Kepimpinan dalam Pengurusan Pembelajaran Digital. Jurnal Refleksi Peranan Jilid III. https://myjms.mohe.gov.my/index.php/jrk/article/view/9184/5405 

 

Mohd Amir Shaukhi Hj Ahmad, Kalai Selvan Arumugham & Azhan Anuar (2022). Pentaksiran Bilik Darjah (PBD) Dalam Norma Baharu: Pemimpin Pertengahan Dalam Mengupayakan Pelaksanaan PBD Berasaskan Teknologi: Classroom Assessment (PBD) In A New Norm: Middle Leaders in Enhancing PBD Based on Technology Implementation. Sains Insani, 7(1), 37-43. 

 

Mohd. Majid Konting. (2009). Penyelidikan pendidikan. Kuala Lumpur: Dewan Bahasa & Pustaka 

 

Mohd Munaim, M. (2013). Pengaruh Kepimpinan Instruksional Guru Besar Ke Atas Efikasi Guru. Jurnal Penyelidikan Pendidikan, 14: 232-251. 

 

Mohd. Noorhadi Yusof, & Zurinah Tahir. (2017). Kepentingan Pengunaan Media Sosial Teknologi Maklumat dalam Pendidikan IPTA. Journal of Social Sciences and Humanities, 12(3). https://web.archive.org/web/20180507225954id_/http://www.myjurnal.my/file bank/published_article/59467/23.pdf 

 

Mohd Norakmar Omar, & Siti Noor Ismail. (2021). Empowering teacher self-efficacy on ict: How does technology leadership play a role? Malaysian Online Journal of Educational Management, 9(3), 1–22. 

 

Mohd Norakmar Omar, Siti Noor Ismail, & Abd Latif Kasim. (2019). Hubungan kepimpinan teknologi pengetua dan efikasi kendiri guru. Jurnal Kepimpinan Pendidikan, 6(4), 1–21. 

 

Moreira, M. A., Rivero, V. M. H., & Alonso, J. J. S. (2019). Leadership and school integration of ICT. Teachers perceptions in Spain. Education and Information Technologies, 24(1), 549–565. https://doi.org/10.1007/s10639-018-9789-0 

 

Mullins, J.L. (2007). Management and Organisational Behaviour. 8th Edition, Essex England: Prentice Hall Financial Times. 

 

NETS·A © 2009 International Society for Technology in Education. ISTE® is a registered trademark of the International Society for Technology in Education. 

 

Niesche, R., & Gowlett, C. (2019). Critical perspectives in educational leadership: a new ‘theory turn’?. In Social, Critical and Political Theories for Educational Leadership (pp. 17-34). Springer, Singapore. 

 

Nonaka, I & Takeuchi, H. (1995), The Knowledge-Creating Company, How Japanese companies create the dynamics of innovation: Oxford University Press. 

 

Noor Azizah Noorashid. (2019). Revolusi Industri 4.0: Impak Terhadap Perkembangan Pendidikan Tinggi di Malaysia. Journal of Science and Management Research, 68–86. file:///C:/Users/User/Dropbox/My PC (WINDOWS- BT520GS)/Downloads/Journal_Vol5_Nov2019_04 (5).pdf 

 

Noraini, A., Hamidon, K., Izham, M., & Hamzah, M. (2014). Peranan pengetua sebagai pemimpin teknologi di sekolah menengah kebangsaan di Malaysia. Jurnal Pengurusan Dan Kepimpinan Pendidikan, 28(2), 61-90. 

 

Noraini Idris. (2013). Penyelidikan dalam pendidikan (2nd ed.). Kuala Lumpur: McGraw-Hill Education. 

 

Noraisah Md Yusof, & Rohaila Yusof. (2019). Keberkesanan Program Kelayakan Profesional Pemimpin Pendidikan Kebangsaan (NPQEL 2.0) - Kertas Konsep. Jurnal Pengurusan Dan Kepimpinan Pendidikan, 32(1), 97–105. 

 

Nor Aziah Abdul Aziz, & Mohd Taufik Ahmed. (2016). E-Pembelajaran Dalam Pengajaran Dan Pembelajaran Bahasa Melayu Di Ipg Kampus Ipoh. Jurnal Penyelidikan Dedikasi, 11, 116–130. https://doi.org/10.1145/3060403.3060449 

 

Nor Azni Abdul Aziz. (2015). Hubungan antara kepimpinan instruksional pengetua dengan komitmen untuk perubahan guru sebagai mediator dalam melaksanakan pentaksiran berasaskan sekolah (Tesis Kedoktoran). Retrieved from http://psasir.upm.edu.my/id/eprint/59763 

 

Norazizah Che Mat. (2018). Reka Bentuk Model Kepimpinan Berkesan Institusi Pendidikan Tinggi Majlis amanah Rakyat. 

 

Norhana Mohamad Saad Yaakob Daud Mua’azam Mohamad Tahap Konflik Peranan Pemimpin Sekolah Menengah Di Negeri Kelantan Educational Leader (Pemimpin Pendidikan) 2018, Volume 6, page 125 to 139 

 

Norita Ahmad, Noha Tarek Amer, Faten Qutaifan, & Azza Alhilali. (2013). Technology adoption model and a road map to successful implementation of ITIL. Journal of Enterprise Information Management, 26(5), 553–576. https://doi.org/10.1108/JEIM-07-2013-0041 

 

Norliza@Noriza Ahbar@Akhbar, Rosnah Ishak, & Jamal@Nordin Yunus (2021). Peranan Kepimpinan Distributif dalam kalangan Pemimpin Pertengahan dan kesannya ke atas Komitmen Organisasi dan Iklim Sekolah: Suatu Tinjauan Awal. Malaysian Journal of Social Sciences and Humanities (MJSSH), 6(7), 428-437. 

 

Nunnally, J. (1978). C. (1978). Psychometric theory. New York: Mc Graw Hill 

 

Ozkan, T., Tokel, A., Celik, M., & Oznacar, B. (2017). Evaluation of technology leadership in the context of vocational school administrators. In Proceedings of the 9th International Conference on Computer Supported Education (Vol. 1, pp. 727–731). SCITEPRESS - Science and Technology Publications. https://doi.org/10.5220/0006384107270731 

 

Pallant, J. (2011). Survival Manual. A Step By Step Guide To Data Analysis Using SPSS 

(4th ed.) Crows Nest, New South Wales, Australia: Allen & Unwin 

 

Papa, R. (2011). Technology leadership for school improvement. Thousand Oaks: Sage. 

 

Polit, D. F., & Beck, C. 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. 

 

Pratt, D. (1980). Curriculum, Design, And Development. Wadsworth Pub Co. Raamani Thannimalai, & Arumugam Raman. (2018). The influence of principals’ 

technology leadership and professional development on teachers’ technology integration in secondary schools. Malaysian Journal of Learning and Instruction, 15(1), 203–228. https://doi.org/10.32890/mjli2018.15.1.8 

 

Rathbun, G. A., Leatherman, J., & Jensen, R. (2017). Evaluating the impact of an academic teacher development program: practical realities of an evidencebased study. Assessment & Evaluation in Higher Education, 42(4), 548-563. 

 

Rahayu Ahamad Bahtiar, Sham Ibrahim, Halijah Ariffin, Nor Hazimah Ismail, & Wan Mohd Khairul Wan Isa. (2020). Peranan dan cabaran pemimpin dalam memastikan matlamat dan agenda pendidikan dilestari dalam tempoh perintah kawalan pergerakan (PKP) COVID-19. Jurnal Kepimpinan Pendidikan, 2(1), 1–23. 

 

Ramlee Ismail, Jamal@Nordin Yunus & Marinah Awang, (2020). Analisis Data dan Pelaporan dalam Penyelidikan Pendidikan.  Penerbit UPSI 

 

Revathy Subramaniam, & Mohd Izham Mohd Hamzah. (2020). Amalan kepimpinan teknologi guru besar serta cabaran dan cadangan penambahbaikan di sekolah. Prosiding Seminar Nasional FIP 2020, 281–293. 

 

Richardson, J. W., & Sterrett, W. L. (2018). District Technology Leadership Then and Now: A Comparative Study of District Technology Leadership From 2001 to 2014. Educational Administration Quarterly, 54(4), 589–616. https://doi.org/10.1177/0013161X18769046 

 

Rojas D. Z. (2014). A procedure to prevent differences in translated survey items using SQP. RECSM Working Paper Number 38. 

http://www.upf.edu/survey/_pdf/RECSM_wp038.pdf 

 

Røkenes, F. M., & Krumsvik, R. J. (2016). Prepared to teach ESL with ICT? A study of digital competence in Norwegian teacher education. Computers & Education, 97, 1-20. 

 

Sabitha Marican. (2009). Kaedah Penyelidikan Sains Sosial. Pearson Prentice Hall. 

 

Samancioglu, M., Baglibel, M., Bozbayindir, F., & Kalman, M. (2015). Educational leaders' and teachers' opinions about changes in the Turkish education system: a qualitative case study. International Journal of Leadership and Change, 3(1), 5. 

 

Samson, D., and R. L. Daft. (2012). Fundamentals of Management. 4th ed. South Melbourne: Cengage Learning. 

 

Sanchez-Prieto, J. C., Huang, F., Olmos-Miguelanez, S., Garcia-Penalvo, F. J., & Teo, 

T. (2019). Exploring the unknown: The effect of resistance to change and attachment on mobile adoption among secondary pre-service teachers. British Journal       of       Educational       Technology,       50(5),       2433–       2449. 

https://doi.org/10.1111/bjet.12822 

 

Scherer R and Siddiq F (2015). Revisiting teachers’ computer self efficacy: A differentiated view on gender differences. Computers in Human Behavior, 53: 48-57. 

 

Schwab, K. & Davis, N. (2018). Shaping the future of the fourth industrial revolution.United Kingdom: Portfolio Penguin. 

 

Sekaran, U., & Bougie, R. (2010). Research methods for business: A skill building approach (5th ed.). West Sussex, UK: Wiley. 

 

Sekaran, U. (2009). Bougie. M,” Research methods for business: A skill building approach”. UK: John Wiley & Sons. 

 

Sekaran, U., & Bougie, R. (2003). Research Methods For Business, A Skill Building Approach, John Willey & Sons. Inc. New York. 

 

Shafinaz, A. M., Chua, Y. P., Hussein, A., Leong, M. W., & Shahrin, A. (2016). 

Kecerdasan Emosi Pengetua Dan Hubungannya Dengan Efikasi Kendiri Guru SekolahMenengah. Jurnal Kepimpinan Pendidikan, Volume 3(Issue 3), 54–75. 

 

Shaked, H., & Schechter, C. (2016). Holistic school leadership: Systems thinking as an instructional leadership enabler. NASSP Bulletin, 100(4), 177-202. 

 

Sharifah Hasima, S. D., Jamal @ Nordin, Y., & Hamidah, Y. (2017). Kesahan dan Kebolehpercayaan Instrumen Kajian Penyeliaan Berkesan. Jurnal Kurikulum & Pengajaran Asia Pasifik, 5(3), 50–61. Retrieved from http://juku.um.edu.my/index.php/JUKU/article/view/8227 

 

Shapira-Lishchinsky, O. (2020). Proposing a new model for long-term learning among mid-level school leaders: toward enhancing organizational learning via simulation training. International Journal of Educational Management. 

 

Sireci, S. G., Yang, Y., Harter, J., & Ehrlich, E. J. (2006). Evaluating guidelines for test adaptations: A methodological analysis of translation quality. Journal of Cross- Cultural Psychology, 37(5), 557-567. 

 

Siva Rabindarang, Khuan Wai Bing, &, & Khoo Yin Yin. (2014). Educators’ reflection on organizational commitment in technical and vocational education. Malaysian Journal of Research, 4(2), 1–4. Retrieved from http://www.ijsrp.org/ 

 

Stake, Robert E. 2006. Multiple Case Study Analysis. The Guilford Press 

 

Shyr, W.-J. (2017). Developing the principal technology leadership competency indicators for Technical High Schools in K-12 in Taiwan. Eurasia Journal of Mathematics, Science and Technology Education, 13(6), 2085–2093. https://doi.org/10.12973/eurasia.2017.01215a 

 

Srivastava, A. P., & Joshi, Y. (2018). Examining the role of technology leadership on knowledge sharing behaviour. International Journal of Knowledge Management, 14(4), 13–29. https://doi.org/10.4018/IJKM.2018100102 

 

Sukor Beram, Marinah Awang, & Ramlee Ismail. (2019). APCEMaL Analisis Keperluan Model Kompetensi 2019. APCEMAL2019, November 2020. https://www.researchgate.net/publication/346425605_APCEMaL_Analisis_K eperluan_Model_Kompetensi_2019 

 

Sukor Beram, Marinah Awang, & Ramlee Ismail. (2020). Pembangunan Model Kompetensi Pemimpin Pertengahan : Satu Kajian Reka Bentuk dan Pembangunan. Journal of Educational Research & Indegenous Studies Journal, 2(1). 

 

Swati, D. (2010). Role of information communication technologies in education. Proceedings of the 4th National Conference. INDIACom-2010 Computing For Nation Development. Bharati Vidyapeeth’s Institute of Computer Applications and Management, New Delhi. 

 

Syamsul Abdul Hamid, Aziah Ismail, & Rozniza Zaharudin. (2020). Kepimpinan Teknologi Guru Besar Sekolah Rendah Harian: Satu Kajian Rintis di Kedah. Jurnal Kepimpinan Pendidikan, 77–90. 

 

Tabachnick, B. G., Fidell, L. S., & Ullman, J. B. (2007). Using multivariate statistics (Vol. 5, pp. 481-498). Boston, MA: Pearson. 

 

Tai Mei Kin, & Omar Abdull Kareem. (2018). The relationship between emotional intelligence of school principals in managing change and teacher attitudes towards change Validation of customer inspiration construct in Malaysian perspective View project. Article in International Journal of Leadership in Education. https://doi.org/10.1080/13603124.2018.1481535 

 

Tai, M. K., & Omar Abdull Kareem. (2019). School leaders’ competencies that make a difference in the era of Education 4.0: A conceptual framework. International Journal of Academic Research in Business and Social Sciences, 9(4), 214–225. 

 

Tajuddin Mohd Yunus. (2012). Persepsi dan jangkaan terhadap peranan Guru Kanan Mata Pelajaran di sekolah menengah di semenajung Malaysia. [Tesis Kedoktoran yang tidak diterbitkan]. Kuala Lumpur: Universiti Kebangsaan Malaysia. 

 

Talip, B. (2010). Hubungan Kepimpinan Instruksional Pengetua Dengan Efikasi Kendiri Guru Di Sekolah Menengah di Daerah Saratok, Sarawak. (Tesis Sarjana Sains, Pengurusan Pendidikan). Universiti Utara Malaysia. 

 

Tam, A. C. F. (2010). “Understanding the Leadership Qualities of a Head of Department Coping With Curriculum Changes in a Hong Kong Secondary School.” School Leadership & Management 30: 367–386. doi:10.1080/13632434.2010.497480. 

 

TSSA (Technology Standards for Teachers). http://cnets.iste.org/teachers/t- standards.html Washington DC: AECT. 

 

Tay, H. Y., Tan, K. H. K., Deneen, C. C., Leong, W. S., Fulmer, G. W., & Brown, 

G. T. L. (2019). Middle leaders’ perceptions and actions on assessment: the technical, tactical and ethical. School Leadership & Management, 0(0), 1-19. Diperoleh daripada https://doi.org/10.1080/13632434.2019.1582016 

 

Tay, H. Y., Tan, K. H. K., Deneen, C. C., Leong, W. S., Fulmer, G. W., & Brown, G. 

T. L. (2020). Middle leaders’ perceptions and actions on assessment: The technical, tactical and ethical. School Leadership and Management, 40(1), 45– 63. 

 

Teh Kim Peng, Faridah Mohamad, Jamilah Jaafar, Rusli Wahab, Hong Boon Ching, Kalidass Machappan. (2020). Kompetensi pemimpin pertengahan bagi alaf revolusi industri 4.0: satu kerangka konseptual. Jurnal Pengurusan Dan Kepimpinan Pendidikan, 33(1). 

 

Thamodharan, T., Ghani, M. F. A., & Radzi, N. M. (2021). Kepimpinan teknologi pengarah dan pengurusan TMK KOLEJ VOKASIONAL Zon Tengah, Malaysia. JuKu: Jurnal Kurikulum & Pengajaran Asia Pasifik, 9(3), 34-49. 

 

Thorpe, A., and G. Bennett-Powell. (2014). “The Perceptions of Secondary School Middle Leaders Regarding Their Needs Following a Middle Leadership Development Programme.” Management in Education 28: 52–57. doi:10.1177/0892020614529808. 

 

Tisebio Tiop & Roslee Talip (2020). Hubungan Kepimpinan Teknologi Pengetua dalam Pengurusan Kurikulum dan Efikasi Kendiri Guru. Malaysian Journal of Social Sciences and Humanities (MJSSH), 5(4), 71–83. https://doi.org/10.47405/mjssh.v5i4.383 

 

Tondeur, J., Forkosh-Baruch, A., Prestridge, S., Albion, P., & Edirisinghe, S. (2016). Responding to challenges in teacher professional development for ICT integration in education. Educational Technology and Society, 19(3), 110-120. 

 

Tranter, S. (2000). From Teacher to Middle Manager: Making the Next Step. London: Pearson. 

 

Treadwell, D. (2011). Surveys: Putting Numbers on Opinions. Introducing communication research. Paths of inquiry, 122-141. 

 

Ugur, N. G., & Koc, T. (2019). Leading and teaching with technology: School principals’ perspective. International Journal of Educational Leadership and Management, 7(1), 42. https://doi.org/10.17583/ijelm.2019.3758 

 

Urick, A., & Bowers, A. J. (2014). What Are the Different Types of Principals Across the United States? A Latent Class Analysis of Principal Perception of Leadership. Educational Administration Quarterly, 50(1), 96–134. https://doi.org/10.1177/0013161X13489019 

 

Van Laar, E., van Deursen, A. J. A. M., van Dijk, J. A. G. M., & de Haan, J. (2020). Determinants of 21st-Century Skills and 21st-Century Digital Skills for Workers: A Systematic Literature Review. SAGE Open, 10(1), 215824401990017. doi:10.1177/2158244019900176 

 

Wan Fadhlurrahman Wan Md Rasidi & Al-Amin Mydin. (2020). Peranan Pemimpin Pertengahan Sekolah Dalam Menerajui Dasar Pendidikan: Suatu Sorotan Literatur Sistematik Terhadap Pelaksanaan Dasar MBMMBI. Jurnal Dunia Pendidikan, 2(2), 231-239. 

 

Wan Idros Wan Sulaiman, Noorzihidayah Md Noor, Ali Salman, & Mahbob, M. H. (2017). Pengaruh teknologi komunikasi terhadap perubahan keorganisasian di Jabatan Penyiaran Malaysia. E-Bangi : Journal of Social Sciences and Humanities, 14(1), 110–128. 

 

Wan Idros, W. S., Nur Farhah, O., & Maizatul Haizan, M. (2017). Hubungan Pengkomunikasian Budaya Organisasi dengan Prestasi Kerja Kakitangan Pelaksana Sektor Awam. Journal of Social Sciences and Humanities, 12(3). 

 

Wan Noraini, W. K. (2011). Efikasi Pensyarah dan Hubungannya Dengan Kompetensi Pensyarah Teknikal Politeknik Malaysia. (Tesis Doktor Falsafah yang tidak diterbitkan). Universiti Kebangsaan Malaysia. 

 

Wan Norhasma Wan Hassan & Nurahimah Mohd Yusoff. (2019). The Effect Of Instructional Coaching On The School Middle Leaders. Journal of Educational Research and Indigeneous Studies Volume: 1 (1) 

 

Watson, Sally, & Shannon, M. (2016). Leading from the middle: A leadership development resource book (1st ed.). Bookboon. https://bookboon.com/en/leading-from-the-middle-ebook 

 

Weber J (1996) Leading the instructional program in Smith SC & Piele PK (eds) School Leadership: handbook for excellence, ERIC Clearinghouse on Educational Management. 

 

Wei, Y.-C. (2018). The Department Chair’s Troubles: Leadership Role of Middle Managers. Journal of Cases in Educational Leadership, 21(4), 100–111. https://doi.org/10.1177/155545891876748 

 

Winkler, I. (2010). Role theory of leadership. In Contemporary Leadership Theories: Contribution to management science (pp. 75–83). Springer-Verlag Berlin Heidelberg. 

 

Wise, C. (2001). “The Monitoring Role of the Academic Middle Manager in Secondary Schools.” Educational Management & Administration 29: 333–341. doi:10.1177/0263211x010293007. 

 

Wise, C., and N. Bennett. (2003). The Future Role of Middle Leaders in Secondary Schools: a Survey of Middle Leaders in Secondary Schools in England. 

National College for School Leadership. http://www.ncsl.org.uk/media/41B/43/the-future-role-of-middleleaders-in- secondary-schools.pdf. 

 

Wong, A. Y., & Daud, K. (2017). Headmaster Technology Leadership in Malaysia Elementary Schools. Journal of Education and Learning, 11(2), 154-164. 

 

Woo, P. S., Ashari, Z. M., Ismail, Z. B., & Jumaat, N. F. (2018, December). Relationship between Teachers' Self-Efficacy and Instructional Strategies Applied among Secondary School Teachers in Implementing STEM Education. In 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE) (pp. 454-461). IEEE. 

 

Wooldridge, B., Schmid, T., & Floyd, S. (2008). The middle management perspective on strategy process: contributions, synthesis, and future research: Journal of management, 34 (6), 1190-1221. 

 

Xu, S., & Guo, Z. (2020). Middle leaders’ triple logics for leading school-organized extra-curriculum activities: evidence from Shanghai’s junior secondary schools. Journal of Chinese Governance, 1-19. 

 

Yoon, S. A., Miller, K., Richman, T., Wendel, D., Schoenfeld, I., Anderson, E., & Shim, J. (2020). Encouraging collaboration and building Community in Online Asynchronous Professional Development: designing for social capital. International Journal of Computer-Supported Collaborative Learning, 15(3), 351–371. https://doi.org/10.1007/s11412-020-09326-2 

 

Youngs, H. (2014). “Moving Beyond Distributed Leadership to Distributed Forms: A Contextual and Socio-Cultural Analysis of Two New Zealand Secondary Schools.” Leading & Managing 20: 89–104 

 

Yu, C., & Prince, D. L. (2016). Aspiring school administrators’ perceived ability to meet technology standards and technological needs for professional development. Journal of Research on Technology in Education, 48(4), 239– 257. https://doi.org/10.1080/15391523.2016.1215168 

 

Yusop Hashim. (2013). Kepimpinan teknologi pendidikan dalam kurun ke 21: Cabaran untuk pemimpin dan pentadbir sekolah. 

 

Zamani Ibrahim, Abdullah Mohd Yusof, Syahariman Hamid@Non, Norshamsuri Sapiai@Shafie, Mohamad Kasasi Abd Majid. (2021). Penilaian amalan pembangunan profesional dalam kalangan pasukan pemimpin dan pemimpin pertengahan sekolah di sekolah transformasi negeri pahang. Jurnal Penyelidikan Dedikasi, 17, 169-183.