A Bibliometric Analysis of Instructional Technological Leadership Research Using VOSviewer

DOI: https://doi.org/10.33650/al-tanzim.v7i2.4488

Authors (s)

(1)  R. Siti Pupu Fauziah   (Universitas Djuanda)  
(2) * Irman Suherman   (Universitas Djuanda)  
(3)  Abdul Kholik   (Universitas Djuanda)  
(4)  Muhammad Rendi Ramdhani   (Universitas Djuanda)  
(5)  Zahra Khusnul Lathifah   (Universitas Djuanda)  
(*) Corresponding Author


This study aims to analyze the development of research on technology-related instructional leadership. The research method used is bibliometric analysis. The articles used in this study were sourced from the Google Schooler database with the help of the Publication of Perish from 2015-2022; 498 papers were found. Data analysis using the VOSviewer application. The results showed that the number of publications decreased yearly, where the most occurred in 2015, namely 102 publications. The results of the density visualization analysis shown in yellow circles indicate the themes most frequently used in recent research, namely instructional technology, technology integration, instructional leadership practice, school leader, transformational leadership, covid, time and student. Meanwhile, based on network visualization, the topic of instructional leadership has a relationship with the term development, effect, effectiveness, instructional leader, instructional leadership, instructional leadership practice, leader, leadership, model, principal, research, school, school leader, school leadership, school principal and transformational leadership. These results illustrate that technology-based instructional leadership can be developed by referring to instructional technology, technology integration, as a term rarely used based on visualization overlay.


Instructional Leadership, Technology, VOSviewer

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Abonyi, U. K., & Sofo, F. (2021). Exploring Instructional Leadership Practices of Leaders in Ghanaian Basic Schools. International Journal of Leadership in Education, 24(6), 838-854.

Andriani, S., Kesumawati, N., & Kristiawan, M. (2018). The Influence of The Transformational Leadership and Work Motivation on Teachers Performance. International journal of scientific & technology research, 7(7), 19-29.

Bellibaş, M. Ş., Kılınç, A. Ç., & Polatcan, M. (2021). The Moderation Role of Transformational Leadership in The Effect of Instructional Leadership on Teacher Professional Learning and Instructional Practice: An Integrated Leadership Perspective. Educational Administration Quarterly, 57(5), 776-814. https://doi.org/10.1177/0013161X211035079

Bellibaş, M. Ş., Polatcan, M., & Kılınç, A. Ç. (2022). Linking Instructional Leadership to Teacher Practices: The Mediating Effect of Shared Practice and Agency in Learning Effectiveness. Educational Management Administration & Leadership, 50(5), 812-831. https://doi.org/10.1177/1741143220945706

Bellour, L. (2021). Publish or perish: Scholarly Publishing Challenges in Africa. Journal of Studies in Language, Culture, and Society (JSLCS), 4(2), 132—142.

Boyce, J., & Bowers, A. J. (2018). Toward an Evolving Conceptualization of Instructional Leadership as Leadership for Learning: Meta-narrative Review of 109 Quantitative Studies Across 25 Years. Journal of educational administration, 56(2). https://doi.org/10.1108/JEA-06-2016-0064

Clark, K. R. (2015). The Effects of The Flipped Model of Instruction on Student Engagement and Performance in The Secondary Mathematics Classroom. Journal of Educators online, 12(1), 91-115. https://doi.org/10.9743/JEO.2015.1.5

Daffin, A. N. (2022). A Phenomenological Study of Teachers’ Motivations To Use Instructional Technology. Doctoral Dissertations and Projects. 3465. https://digitalcommons.liberty.edu/doctoral/3465.

Fernandez, A. A., & Shaw, G. P. (2020). Academic Leadership in A Time of Crisis: The Coronavirus and COVID‐19. Journal of leadership Studies, 14(1), 39-45. https://doi.org/10.1002/jls.21684

Goddard, R., Goddard, Y., Sook Kim, E., & Miller, R. (2015). A Theoretical and Empirical Analysis of The Roles of Instructional Leadership, Teacher Collaboration, and Collective Efficacy Beliefs in Support of Student Learning. American journal of education, 121(4), 501-530. https://doi.org/10.1086/681925

Gümüş, S., Hallinger, P., Cansoy, R., & Bellibaş, M. Ş. (2021). Instructional Leadership in A Centralized and Competitive Educational System: A Qualitative Meta-Synthesis of Research from Turkey. Journal of Educational Administration, 59(6), 702-720. https://doi.org/10.1108/JEA-04-2021-0073.

Gümüş, S., Hallinger, P., Cansoy, R., & Bellibaş, M. Ş. (2021). Instructional Leadership in A Centralized and Competitive Educational System: A Qualitative Meta-Synthesis of Research from Turkey. Journal of Educational Administration, 59(6), 702-720. https://doi.org/10.1108/JEA-04-2021-0073

Hwang, GJ., Lai, CL. & Wang, SY. (2015). Seamless Flipped Learning: A Mobile Technology-Enhanced Flipped Classroom with Effective Learning Strategies. J. Comput. Educ. 2, 449–473. https://doi.org/10.1007/s40692-015-0043-0

Immawati, S. A. (2022). Gaya Hidup Berbelanja Online: Kajian Pustaka Sistematis. Simposium Nasional Mulitidisiplin (SinaMu), 3.

Kelley, T. R., & Knowles, J. G. (2016). A Conceptual Framework for Integrated STEM Education. International Journal of STEM education, 3, 1-11. https://doi.org/10.1186/s40594-016-0046-z

Lambrecht, J., Lenkeit, J., Hartmann, A., Ehlert, A., Knigge, M., & Spörer, N. (2022). The Effect of School Leadership on Implementing Inclusive Education: How Transformational and Instructional Leadership Practices Affect Individualised Education Planning. International Journal of Inclusive Education, 26(9), 943-957.

Leu, D. J., Kinzer, C. K., Coiro, J., Castek, J., & Henry, L. A. (2017). New Literacies: A Dual-Level Theory of the Changing Nature of Literacy, Instruction, and Assessment. Journal of Education, 197(2), 1–18. https://doi.org/10.1177/002205741719700202

Liu, S., & Hallinger, P. (2018). Principal Instructional Leadership, Teacher Self-Efficacy, and Teacher Professional Learning in China: Testing a Mediated-effects Model. Educational Administration Quarterly, 54(4), 501-528. https://doi.org/10.1177/0013161X18769048

Logho, A. F. (2016). Peranan Kepemimpinan Instruksional dalam Pendidikan: Konsep dan Aplikasinya dalam Pendidikan di Indonesia. Jurnal Penelitian, 20(1), 69-80.

Ma, X., & Marion, R. (2021). Exploring How Instructional Leadership Affects Teacher Efficacy: A Multilevel Analysis. Educational Management Administration & Leadership, 49(1), 188-207. https://doi.org/10.1177/1741143219888742

McKnight, K., O'Malley, K., Ruzic, R., Horsley, M. K., Franey, J. J., & Bassett, K. (2016). Teaching in a digital age: How Educators Use Technology to Improve Student Learning. Journal of research on technology in education, 48(3), 194-211. https://doi.org/10.1080/15391523.2016.1175856

Munna, A. S. (2021). Instructional Leadership and Role of Module Leaders. International Journal of Educational Reform, 32(1), 38–54. https://doi.org/10.1177/10567879211042321

Shahroom, A. A., & Hussin, N. (2018). Industrial Revolution 4.0 and Education. International Journal of Academic Research in Business and Social Sciences, 8(9), 314–319. https://doi.org/10.6007/IJARBSS/v8-i9/4593

Shaked, H. (2021). Instructional Leadership in Higher Education: The Case of Israel. Higher Education Quarterly, 75(2), 212-226. https://doi.org/10.1111/hequ.12274

Shaked, H. (2021). Relationship-based Instructional Leadership. International Journal of Leadership in Education, 1-18. https://doi.org/10.1080/13603124.2021.1944673

Shaked, H. (2021). Between Center and Periphery: Instructional Leadership in Israeli Rural Schools. International Journal of Educational Management, 35(7), 1361-1374. https://doi.org/10.1108/IJEM-04-2021-0147

Tschannen-Moran, M., & Gareis, C. R. (2015). Faculty Trust in The Principal: An Essential Ingredient in High-Performing Schools. Journal of Educational Administration, 53(1), 66-92. https://doi.org/10.1108/JEA-02-2014-0024

Walker, A., & Qian, H. (2022). Developing a Model of Instructional Leadership in China. Compare: A Journal of Comparative and International Education, 52(1), 147-167. https://doi.org/10.1080/03057925.2020.1747396

Warren, L. L. (2021). The Importance of Teacher Leadership Skills in The Classroom. Education Journal, 10(1), 8-15. https://doi.org/10.11648/j.edu.20211001.12

Webster, M. D. (2017). Philosophy of Technology Assumptions in Educational Technology Leadership. Journal of Educational Technology & Society, 20(1), 25-36.

Wiyono, B. B., Kusmintardjo, S., & Imron, A. (2015). Effect of Humanistic Principles-Based Active-Collaborative Supervision on Teachers’ Competence. Journal of Acta Scientia Et Intellectus, 1(3), 19-26.

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Al-Tanzim : Jurnal Manajemen Pendidikan Islam
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