Empowering female teachers through digital competence and AI integration to improve teaching effectiveness in Islamic Schools in Southern Pakistan
DOI:
https://doi.org/10.35719/annisa.v18i2.395Keywords:
Woman Teacher, Islamic Schools, Digital Competencies, AI UsageAbstract
This study addresses the problem of the low and uneven empowerment of female teachers in utilizing digital competencies and integrating AI in Islamic schools in Southern Pakistan. Limited access, pedagogical readiness, institutional support, and gender disparities potentially hinder teaching effectiveness and learning quality. The study aims to analyze the effects of digital competence, AI usage, and informal digital learning on the teaching effectiveness of female teachers, as well as the relationship between digital competence and AI use in Islamic secondary schools in Southern Pakistan. Employing a quantitative design, the study surveyed 450 female teachers from Islamic secondary schools in Southern Pakistan. Data were collected through structured questionnaires and analyzed using descriptive statistics, validity and reliability tests, and multiple linear regression to examine the effects of digital competence, AI, and informal digital learning on teaching effectiveness. The findings conclude that the empowerment effectiveness of female teachers is more strongly influenced by basic digital competence and informal digital learning than by AI adoption. Regional differences highlight the role of institutional context and social support. Digital competence has a direct impact, informal learning acts as a reinforcing factor, while AI remains insignificant due to limited pedagogical integration and insufficient policy support. This study contributes by emphasizing the importance of foundational digital competence and informal learning as key pillars of female teacher empowerment, while critically questioning assumptions about the automatic effectiveness of AI in Islamic education contexts.
References
Abdel-Salam, D. M., Almuhaisen, A. S., Alsubiti, R. A., et al. (2021). Musculoskeletal pain and its correlates among secondary school female teachers in Aljouf region, Saudi Arabia. Journal of Public Health, 29, 303–310. https://doi.org/10.1007/s10389-019-01127-8
Ahmed, S. K. (2024). How to choose a sampling technique and determine sample size for research: A simplified guide for researchers. Oral Oncology Reports, 12, 100662. https://doi.org/10.1016/j.oor.2024.100662
Alieto, E., Abequibel-Encarnacion, B., Estigoy, E., Balasa, K., Eijansantos, A., & Torres-Toukoumidis, A. (2024). Teaching inside a digital classroom: A quantitative analysis of attitude, technological competence and access among teachers across subject disciplines. Heliyon, 10(2), e24282. https://doi.org/10.1016/j.heliyon.2024.e24282
Asare, B. (2025). Epistemological belief, reflective thinking and mathematics interest as a predictor of students’ mathematics performance: mediation analysis via structural equation modeling (SEM). Cogent Education, 12(1). https://doi.org/10.1080/2331186X.2025.2542437
Babirye, C., Muyoya, C., Mazumdar, S., Jimenez, A., Maina, C., Matogoro, J., … Kleine, D. (2022). Data science for empowerment: understanding the data science training landscape for women and girls in Africa. Gender, Technology and Development, 26(3), 437–462. https://doi.org/10.1080/09718524.2022.2137562
Bazen, A., Barg, F. K., & Takeshita, J. (2021). Research techniques made simple: An introduction to qualitative research. Journal of Investigative Dermatology, 141(2), 241–247.e1. https://doi.org/10.1016/j.jid.2020.11.029
BenYishay, A., Jones, M., Kondylis, F., & Mobarak, A. M. (2020). Gender gaps in technology diffusion. Journal of Development Economics, 143, 102380. https://doi.org/10.1016/j.jdeveco.2019.102380
Cardoso, F. C., Berri, R. A., Lucca, G., Borges, E. N., & Mattos, V. L. D. de. (2023). Testes de normalidade: estudo dos resíduos obtidos na modelagem da tendência de uma série temporal. Exacta, 23(1), 134–158. https://doi.org/10.5585/2023.22928
Cattaneo, A. A. P., Antonietti, C., & Rauseo, M. (2022). How digitalised are vocational teachers? Assessing digital competence in vocational education and looking at its underlying factors. Computers & Education, 176, 104358. https://doi.org/10.1016/j.compedu.2021.104358
Cattaneo, A. A. P., Antonietti, C., & Rauseo, M. (2025). How do vocational teachers use technology? The role of perceived digital competence and perceived usefulness in technology use across different teaching profiles. Vocations and Learning, 18(5). https://doi.org/10.1007/s12186-025-09359-4
Charania, A., Cross, S., Wolfenden, F., Sen, S., & Adinolfi, L. (2024). Exploring teacher characteristics and participation in TPACK-related online teacher professional development in Assam, India. Computers and Education Open, 7, 100227. https://doi.org/10.1016/j.caeo.2024.100227
Divanji, R. A., Bindman, S., Tung, A., Chen, K., Castaneda, L., & Scanlon, M. (2023). A one stop shop? Perspectives on the value of adaptive learning technologies in K-12 education. Computers and Education Open, 5, 100157. https://doi.org/10.1016/j.caeo.2023.100157
Dringó-Horváth, I., Rajki, Z., & T. Nagy, J. (2025). University Teachers’ Digital Competence and AI Literacy: Moderating Role of Gender, Age, Experience, and Discipline. Education Sciences, 15(7), 868. https://doi.org/10.3390/educsci15070868
Galindo-Domínguez, H., Delgado, N., Campo, L., & Losada, D. (2024). Relationship between teachers’ digital competence and attitudes towards artificial intelligence in education. International Journal of Educational Research, 126, 102381. https://doi.org/10.1016/j.ijer.2024.102381
Gandara, F., & Laesecke, A. (2022). Unpacking the relationship between female teachers and gender gaps in the Democratic Republic of the Congo: The critical role of gender-sensitive pedagogy in student attendance and achievement. Social Sciences & Humanities Open, 6(1), 100347. https://doi.org/10.1016/j.ssaho.2022.100347
Guan, L., Li, S., & Gu, M. M. (2024). AI in informal digital English learning: A meta-analysis of its effectiveness on proficiency, motivation, and self-regulation. Computers and Education: Artificial Intelligence, 7, 100323. https://doi.org/10.1016/j.caeai.2024.100323
Guillén-Gámez, F. D., Ruiz-Palmero, J., & García, M. G. (2023). Digital competence of teachers in the use of ICT for research work: Development of an instrument from a PLS-SEM approach. Education and Information Technologies, 28, 16509–16529. https://doi.org/10.1007/s10639-023-11895-2
Hennessy, S., D’Angelo, S., McIntyre, N., Koomar, S., Kreimeia, A., Cao, L., Brugha, M., & Zubairi, A. (2022). Technology use for teacher professional development in low- and middle-income countries: A systematic review. Computers and Education Open, 3, 100080. https://doi.org/10.1016/j.caeo.2022.100080
Heo, C. Y., Kim, B., Park, K., & Back, R. M. (2022). A comparison of best-worst scaling and Likert scale methods on peer-to-peer accommodation attributes. Journal of Business Research, 148, 368–377. https://doi.org/10.1016/j.jbusres.2022.04.064
Inayati, N., Sanjani, M. I., Jayanti, F. G., Gao, X. (Andy), & Nguyen, H. T. M. (2025). Online informal language learning (OILL): a systematic review of studies (2014–2023). Innovation in Language Learning and Teaching, 19(4), 335–351. https://doi.org/10.1080/17501229.2024.2355296
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. https://doi.org/10.1016/j.tate.2017.05.016
Katona, J., & Gyonyoru, K. I. K. (2025). Integrating AI-based adaptive learning into the flipped classroom model to enhance engagement and learning outcomes. Computers and Education: Artificial Intelligence, 8, 100392. https://doi.org/10.1016/j.caeai.2025.100392
Khalid, S., Murtaza, B., Shaheen, I., Ahmad, I., Ullah, M. I., Abbas, T., Rehman, F., Ashraf, M. R., Khalid, S., Abbas, S., & Imran, M. (2018). Assessment and public perception of drinking water quality and safety in district Vehari, Punjab, Pakistan. Journal of Cleaner Production, 181, 224–234. https://doi.org/10.1016/j.jclepro.2018.01.178
Kholid, M. N., Hendriyanto, A., Sahara, S., Muhaimin, L. H., Juandi, D., Sujadi, I., … Adnan, M. (2023). A systematic literature review of Technological, Pedagogical and Content Knowledge (TPACK) in mathematics education: Future challenges for educational practice and research. Cogent Education, 10(2). https://doi.org/10.1080/2331186X.2023.2269047
Koehorst, M. M., van Deursen, A. J. A. M., van Dijk, J. A. G. M., & de Haan, J. (2021). A Systematic Literature Review of Organizational Factors Influencing 21st-Century Skills. Sage Open, 11(4). https://doi.org/10.1177/21582440211067251
Kundu, A., Bej, T., & Dey, K. N. (2021). Investigating effects of self-efficacy and infrastructure on teachers’ ICT use: An extension of UTAUT. International Journal of Web-Based Learning and Teaching Technologies, 16(6). https://doi.org/10.4018/IJWLTT.20211101.oa10
Li, M. (2021). Uses and abuses of statistical control variables: Ruling out or creating alternative explanations? Journal of Business Research, 126, 472–488. https://doi.org/10.1016/j.jbusres.2020.12.037
Li, Y., & Xu, L. (2024). Exploring the influence of teachers’ motivation, self-efficacy, and institutional support on their research engagement: A study of Chinese university EFL teachers. System, 121, 103272. https://doi.org/10.1016/j.system.2024.103272
Luo, J., & Liu, X. (2025). What do we mean by digital equality in education? Toward five conceptual lenses based on a systematic review. Journal of Research on Technology in Education, 1–21. https://doi.org/10.1080/15391523.2025.2487279
Mårtensson, P., Fors, U., Wallin, S.-B., Zander, U., & Nilsson, G. H. (2016). Evaluating research: A multidisciplinary approach to assessing research practice and quality. Research Policy, 45(3), 593–603. https://doi.org/10.1016/j.respol.2015.11.009
Mayantao, R., & Tantiado, R. C. (2024). Teachers’ utilization of digital tools and confidence in technology. International Journal of Multidisciplinary Research and Analysis, 7(5). https://doi.org/10.47191/ijmra/v7-i05-16
Metwally, A. A., & Bin-Hady, W. R. A. (2025). Probing the necessity and advantages of AI integration training for EFL educators in Saudi Arabia. Cogent Education, 12(1). https://doi.org/10.1080/2331186X.2025.2472462
Morea, N. (2022). Investigating change in subjectivity: The analysis of Q-sorts in longitudinal research. Research Methods in Applied Linguistics, 1(3), 100025. https://doi.org/10.1016/j.rmal.2022.100025
Ning, Y., Zhang, C., Xu, B., Zhou, Y., & Wijaya, T. T. (2024). Teachers’ AI-TPACK: Exploring the Relationship between Knowledge Elements. Sustainability, 16(3), 978. https://doi.org/10.3390/su16030978
Ragnedda, M., Ruiu, M. L., & Addeo, F. (2022). The self-reinforcing effect of digital and social exclusion: The inequality loop. Telematics and Informatics, 72, 101852. https://doi.org/10.1016/j.tele.2022.101852
Ratnasari, V., Audha, S. H., & Dani, A. T. R. (2023). Statistical modeling to analyze factors affecting the middle-income trap in Indonesia using panel data regression. MethodsX, 11, 102379. https://doi.org/10.1016/j.mex.2023.102379
Rehman, N., Huang, X., Mahmood, A., & colleagues. (2025). Assessing Pakistan’s readiness for STEM education: An analysis of teacher preparedness, policy frameworks, and resource availability. Humanities and Social Sciences Communications, 12, 1212. https://doi.org/10.1057/s41599-025-05584-3
Roorda, D. L., & Jak, S. (2024). Gender match in secondary education: The role of student gender and teacher gender in student–teacher relationships. Journal of School Psychology, 107, 101363. https://doi.org/10.1016/j.jsp.2024.101363
Rosyidah, S., Supriyanto, A., & Mustiningsih. (2025). Pengaruh Integrasi Teknologi dalam Pembelajaran Terhadap Kompetensi Pedagogi Digital Guru SMP. Kelola: Jurnal Manajemen Pendidikan, 12(1), 105–120. https://doi.org/10.24246/j.jk.2025.v12.i1.p105-120
Salih, S., Husain, O., Hamdan, M., Abdelsalam, S., Elshafie, H., & Motwakel, A. (2025). Transforming education with AI: A systematic review of ChatGPT's role in learning, academic practices, and institutional adoption. Results in Engineering, 25, 103837. https://doi.org/10.1016/j.rineng.2024.103837
Sánchez Prieto, J., Trujillo Torres, J. M., Gómez García, M., & Gómez García, G. (2020). Gender and Digital Teaching Competence in Dual Vocational Education and Training. Education Sciences, 10(3), 84. https://doi.org/10.3390/educsci10030084
Tomczyk, Ł. (2024). Digital competence among pre-service teachers: A global perspective on curriculum change as viewed by experts from 33 countries. Evaluation and Program Planning, 105, 102449. https://doi.org/10.1016/j.evalprogplan.2024.102449
van de Werfhorst, H. G., Kessenich, E., & Geven, S. (2022). The digital divide in online education: Inequality in digital readiness of students and schools. Computers and Education Open, 3, 100100. https://doi.org/10.1016/j.caeo.2022.100100
White, M. (2023). Sample size in quantitative instrument-based studies published in Scopus up to 2022: An artificial intelligence aided systematic review. Acta Psychologica, 241, 104095. https://doi.org/10.1016/j.actpsy.2023.104095
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