Teachers' Knowledge and Utilization of Autocrat in School Results Management: A Case Study of Selected Secondary Schools in Itezhi-Tezhi District, Zambia

This study explored teachers' knowledge of and utilization patterns with Autocrat software in school results management in selected secondary schools in Itezhi-Tezhi District, Zambia. The study focused exclusively on 40 secondary school teachers who were directly responsible for results processing and management. Data were collected through in-depth semi-structured interviews and analyzed using thematic analysis procedures. The analysis revealed two primary findings corresponding to the research objectives. First, regarding teachers' knowledge level on Autocrat software, the study found that teacher knowledge was substantially fragmented and operationally limited, with understanding largely restricted to basic data entry and report generation procedures. Teachers demonstrated limited knowledge of advanced system functionalities, analytical capabilities, and data validation procedures, acquiring knowledge primarily through informal mechanisms and brief training events rather than sustained professional development.
Second, regarding utilization of Autocrat in school results management, the study established that despite software availability, utilization remained compliance-focused and functionally limited, with teachers employing the system exclusively for periodic mark entry and Ministry-required reporting rather than for evidence-based decision-making, student performance monitoring, or educational quality improvement. Teachers reported significant barriers including inadequate initial training, absence of ongoing technical support, unreliable infrastructure, and severe time constraints competing with other teaching responsibilities. Multiple interconnected barriers operated at individual, school, and system levels to constrain effective and meaningful utilization. The research underscores that technology adoption in educational settings requires comprehensive systemic intervention extending far beyond software provision and isolated training events. Two critical recommendations emerged: (1) establish sustainable, differentiated professional development programs combining intensive initial training with ongoing technical support, peer mentoring communities, and explicit integration of Autocrat data analysis into regular school management processes, curriculum planning cycles, and teacher performance review mechanisms; and (2) implement explicit organizational protocols and administrative structures that position results management as a central function supporting continuous quality improvement, including regular data review meetings, professional development in analytical interpretation of system-generated reports, and deliberate linkage between Autocrat-generated insights and instructional decision making practices. These recommendations recognize that effective technology adoption requires sustained institutional commitment to both human capacity development and organizational integration of technology-enabled processes.

Autocrat, teacher knowledge, results processing, technology adoption, utilization barriers.

1. Abedi, E. A. (2023). Tensions between technology integration practices of teachers and ICT in education policy expectations: Implications for change in teacher knowledge, beliefs and teaching practices. Technology, Pedagogy and Education, 32(5), 1-18. [Google Scholar] [Crossref]

2. Adelabu, F., Grace Fumba, N. N., & Nomhlangano, G. F. (2025). Technical support for integrating information and communication technology in secondary schools in South Africa: Teachers perspective. Journal of Education and Learning Technology, 6(10), 1-18. https://doi.org/10.38159/jelt.20256910 [Google Scholar] [Crossref]

3. Ajani, O. A. (2024). Teachers' competencies in digital integration of learning contents in dynamic classroom practices: A review of teacher professional development needs. Advances in Teacher Development, 4(4), 225-240. [Google Scholar] [Crossref]

4. Arciso, O. A., & Casquejo, M. N. S. (2025). Development of an electronic learner permanent data management system. International Journal of Research in Innovation and Social Science, 9(4), 351-365. [Google Scholar] [Crossref]

5. Chibalange, M., & Annie, P. (2024). Assessment of teacher competence and quality delivery of comprehensive sexuality lessons in rural public secondary schools of Muchinga province of Zambia. American Journal of Education, 3(3), 1-16. https://doi.org/10.11648/j.edu.20241303.17 [Google Scholar] [Crossref]

6. Darling-Hammond, L. (2000). Teacher quality and student achievement. Education Policy Analysis Archives, 8(1), 1-44. https://doi.org/10.14507/epaa.v8n1.2000 [Google Scholar] [Crossref]

7. Gumede, P., & Ngobe, A. (2025). Infrastructural challenges impeding the integration of information communication technology in South African schools: The case of Bushbuckridge, Mpumalanga Province, South Africa. South African Journal of Higher Education, 35(101), 1-18. https://doi.org/10.17159/2520-9868/i101a02 [Google Scholar] [Crossref]

8. Kabundula, P. P., & Namushi, N. (2023). Socioeconomic status and executive function as determinants of vocational choices among school leavers in Luanshya District, Zambia. International Journal of Research and Innovation in Social Science, 7, 50-63. https://doi.org/10.47772/IJRISS.2023.7011004 [Google Scholar] [Crossref]

9. Kalimaposo, K., Moono, S., Daka, H., Mulubale, S., Kaumba, C., & Mphande, F. (2023). Perceived challenges of ICT as an examinable curriculum subject in rural secondary schools: Voices of teachers and learners in Southern Zambia. European Journal of Education Studies, 10(10), 1-20. https://doi.org/10.46827/ejes.v10i10.5015 [Google Scholar] [Crossref]

10. Kataev, M. Y., & Mkrttchian, V. (2017). Concept and structure of automated system for monitoring student learning quality. Educational Studies Moscow State University, 10, 30-46. https://doi.org/10.17853/1994-5639-2017-10-30-46 [Google Scholar] [Crossref]

11. Kennedy, N. K., Mellon, K., & Matthew, M. (2024). Adoption of education technology and achievement of learning outcomes in upper secondary schools in Kapchorwa District. International Research Journal of Innovations in Engineering and Technology, 8(12), 1-18. https://doi.org/10.47001/irjiet/2024.812012 [Google Scholar] [Crossref]

12. Lyanda, J., Koteng, G. A., & Ongunya, R. (2023). School administration support systems for educational technology adoption and students academic achievement in secondary schools in Kenya. African Journal of Education and Research Network, 4(2), 1-20. https://doi.org/10.51867/ajernet.4.2.36 [Google Scholar] [Crossref]

13. Marmoah, S., Sukmawati, F., Poerwanti, J., Supianto, Yantoro, & Duca, D. S. (2023). Teacher challenges in designing the learning after curriculum change: An analysis of learning management system. Indonesian Journal of Applied Engineering and Technology, 13(6), 19655. [Google Scholar] [Crossref]

14. McGarr, O., & McDonagh, A. (2020). Exploring the digital competence of pre-service teachers on entry onto an initial teacher education programme in Ireland. Irish Educational Studies, 39(3), 315-330. [Google Scholar] [Crossref]

15. Mhanga, D., & Moloi, T. (2020). COVID-19 and the digital transformation of education: What are we learning on 4IR in South Africa? Education Sciences, 10(7), 180. https://doi.org/10.3390/educsci10070180 [Google Scholar] [Crossref]

16. Namushi, N., Kabundula, P. P., & Mwanza-Kabaghe. (2023). Correlates of executive function and reading comprehension among seventh graders in Itezhi-Tezhi District, Zambia. International Journal of Research and Innovation in Social Science, 7(3), 856-863. [Google Scholar] [Crossref]

17. Ndlovu, K. I. (n.d.). Analysing factors affecting the wide adoption of ICT among learners in developing countries. University of South Africa Digital Repository, 1-35. https://doi.org/10.51415/10321/6041 [Google Scholar] [Crossref]

18. Nkambule, B., & Ngubane, S. (2024). Perceived barriers to optimal effectiveness of the South African School Administration and Management System (SA-SAMS). International Journal of Research in Business and Social Science, 13(2), 3234. [Google Scholar] [Crossref]

19. Purwadi, R. E., Chadijah, S., & Suhana, A. (2024). Analysis of teacher competence in using digital learning media. Journal of Indonesian Education, 10(2), 3315. [Google Scholar] [Crossref]

20. Shambare, B., Simuja, C., & Olayinka, T. A. (2022). Educational technologies as pedagogical tools: Perspectives from teachers in rural marginalised secondary schools in South Africa. International Journal of Information and Communication Technology Education, 18(3), 1-16. https://doi.org/10.4018/ijicte.307109 [Google Scholar] [Crossref]

21. Shernoff, D. J., Sinha, S., Bressler, D. M., & Ginsburg, L. (2017). Assessing teacher education and professional development needs for the implementation of integrated approaches to STEM education. Journal of Science Education and Technology, 26(4), 1-14. https://doi.org/10.1186/s40594-017-0068-1 [Google Scholar] [Crossref]

• The Influence of Social Media Recommendation Algorithms on Information-Seeking Behavior and Filter Bubble among Generation Z Users in Indonesia
• Smart Road Traffic Monitoring: Unveiling the Synergy of IoT and AI for Enhanced Urban Mobility