Efektivitas Pendekatan TPACK dalam Meningkatkan Kemampuan Berpikir Kritis Guru di Daerah 3T: Studi Kuasi-Eksperimen di Sumba Barat Daya
DOI:
https://doi.org/10.51278/aj.v8i2.2565Keywords:
Critical Thinking, Elementary School Teachers, Quasi-Experiment, Tpack, Underdeveloped RegionsAbstract
Teachers’ critical thinking is a core 21st-century competency, yet its development in Indonesia’s frontier, outermost, and underdeveloped (3T) areas remains constrained by a persistent digital divide and limited professional training. This study examined the effectiveness of the Technological Pedagogical Content Knowledge (TPACK) approach in enhancing six dimensions of teachers’ critical thinking according to Facione’s framework, namely interpretation, analysis, evaluation, inference, explanation, and self-regulation. A non-equivalent posttest-only quasi-experimental design was employed with two intact groups selected through cluster sampling: twenty teachers from MI Al Falah Sumba Barat Daya (experimental group) and twenty teachers from SDN Watu Takula (control group). Baseline equivalence was established through an equivalence test of demographic and professional characteristics. Data were collected using a ten-item essay test (Cronbach’s α = 0.87; CVI = 0.92) and a 24-item response questionnaire (Cronbach’s α = 0.84), both validated by three educational experts. Analyses included descriptive statistics, Kolmogorov-Smirnov normality test, Levene’s homogeneity test, and independent-samples t-test with Cohen’s d effect size. Results revealed a highly significant difference between the experimental group (M = 79.73, SD = 8.87) and the control group (M = 67.81, SD = 12.13), t(38) = 3.62, p < 0.001, with a large effect size (Cohen’s d = 1.13). The sharpest gains were observed in analysis (Δ = 32.68) and explanation (Δ = 19.48), while self-regulation showed the smallest gain (Δ = 4.50), attributable to the region’s limited reflective culture and digital infrastructure. This study contributes theoretically by extending the TPACK framework into low-resource contexts and practically by offering a replicable, low-cost TPACK training model for 3T regions in Indonesia and similar low- and middle-income settings.
References
Akbar, M., & Kusnandar, K. (2024). Social media literacy among rural people in Indonesia: Empirical findings from a nationwide survey. Information Development, 41(3), 624–640. https://doi.org/10.1177/02666669241302053
Batdı, V. (2024). Evaluation of the effectiveness of critical thinking training on critical thinking skills and academic achievement by using mixed-meta method. Review of Education, 12(3), e70001. https://doi.org/10.1002/rev3.70001
Brianza, E., Schmid, M., Tondeur, J., & Petko, D. (2022). Situating TPACK: A systematic literature review of context as a domain of knowledge. Contemporary Issues in Technology and Teacher Education, 22(4), 707–753. https://citejournal.org/volume-22/issue-4-22/general/situating-tpack-a-systematic-literature-review-of-context-as-a-domain-of-knowledge
Bwalya, A., Rutegwa, M., Tukahabwa, D., & Mapulanga, T. (2023). Enhancing pre-service Biology teachers’ technological pedagogical content knowledge through a TPACK-based course. Journal of Turkish Science Education, 20(4), 651–673. https://doi.org/10.36681/tused.2023.039
Castro, A., Díaz, B., Aguilera, C., Prat, M., & Chávez-Herting, D. (2025). Identifying rural elementary teachers’ perception challenges and opportunities in integrating artificial intelligence in teaching practices. Sustainability, 17(6), 2748. https://doi.org/10.3390/su17062748
Chansanam, W., Sornkhatha, P., & Tuamsuk, K. (2025). Determinants of successful TPACK implementation: Insights from a multi-dimensional analytical approach. Educational Process: International Journal, 17(3), 381–402. https://doi.org/10.22521/edupij.2025.17.381
Chiu, T. K. F., Falloon, G., Song, Y., Wong, V. W. L., Zhao, L., & Ismailov, M. (2024). A self-determination theory approach to teacher digital competence development. Computers & Education, 205, 104963. https://doi.org/10.1016/j.compedu.2023.104963
Cui, R., & Teo, P. (2023). Thinking through talk: Using dialogue to develop students’ critical thinking. Teaching and Teacher Education, 125, 104068. https://doi.org/10.1016/j.tate.2023.104068
Facione, P. A. (1990). Critical thinking: A statement of expert consensus for purposes of educational assessment and instruction (The Delphi Report). The California Academic Press.
Facione, P. A. (2015). Critical thinking: What it is and why it counts (2015 update). Insight Assessment. https://www.insightassessment.com/wp-content/uploads/ia/pdf/whatwhy.pdf
Facione, P. A., Crossetti, M. D. G. O., & Riegel, F. (2017). Holistic critical thinking in the nursing diagnostic process. Revista Gaúcha de Enfermagem, 38(3), e75576. https://doi.org/10.1590/1983-1447.2017.03.75576
Fang, X., Chen, R., & Li, M. (2024). Assessing digital competency growth through TPACK-aligned experiential learning. Australasian Journal of Educational Technology, 40(1), 55–70. https://doi.org/10.14742/ajet.8502
Faul, F., Erdfelder, E., Lang, A. G., & Buchner, A. (2007). G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods, 39(2), 175–191. https://doi.org/10.3758/BF03193146
Handayani, S., Widiastuti, A., & Mishra, P. (2023). Bibliometric analysis of TPACK research trends: A two-decade review. Education and Information Technologies, 28(10), 13421–13445. https://doi.org/10.1007/s10639-023-11826-1
Jiang, Y., & Jamaludin, D. A. (2025). Enhancing digital literacy in rural education: Strategies for strengthening TPACK among primary school teachers. International Journal of Research and Innovation in Social Science, 9(7), 880–884. https://doi.org/10.47772/ijriss.2025.90700071
Joshi, A. (2023). TPACK-based professional development and teacher self-efficacy: A longitudinal study. International Journal of Instruction, 16(4), 23–42. https://doi.org/10.29333/iji.2023.16423a
Khánh, M. Q., Kien, P. T., & Tình, T. T. (2025). Application of technology-integrated learning models in training professionalism for education students. International Journal of Computational and Experimental Science and Engineering, 11(3), 1–12. https://doi.org/10.22399/ijcesen.2743
Koehler, M. J., & Mishra, P. (2009). What is technological pedagogical content knowledge? Contemporary Issues in Technology and Teacher Education, 9(1), 60–70. https://citejournal.org/volume-9/issue-1-09/general/what-is-technological-pedagogicalcontent-knowledge
Kumala, F. N., Ghufron, A., & Pujiastuti, P. (2022). Elementary school teachers’ TPACK profile in science teaching based on demographic factors. International Journal of Instruction, 15(3), 77–96. https://doi.org/10.29333/iji.2022.1535a
Lin, T. J., & Hwang, G. J. (2019). The quality of experimental designs in mobile learning research: A systematic review and self-improvement tool. Educational Research Review, 28, 100284. https://doi.org/10.1016/j.edurev.2019.100284
Lohr, A., Sailer, M., Stadler, M., & Fischer, F. (2024). Digital learning in schools: Which skills do teachers need, and who should bring their own devices? Teaching and Teacher Education, 152, 104788. https://doi.org/10.1016/j.tate.2024.104788
Masoumi, D., & Noroozi, O. (2023). Developing early career teachers’ professional digital competence: A systematic literature review. European Journal of Teacher Education, 46(5), 841–861. https://doi.org/10.1080/02619768.2023.2229006
Miller, C. J., Smith, S. N., & Pugatch, M. (2020). Experimental and quasi-experimental designs in implementation research. Psychiatry Research, 283, 112452. https://doi.org/10.1016/j.psychres.2019.06.027
Mishra, P. (2019). Considering contextual knowledge: The TPACK diagram gets an upgrade. Journal of Digital Learning in Teacher Education, 35(2), 76–78. https://doi.org/10.1080/21532974.2019.1588611
Mishra, P., & Koehler, M. J. (2006). Technological pedagogical content knowledge: A framework for teacher knowledge. Teachers College Record, 108(6), 1017–1054. https://doi.org/10.1111/j.1467-9620.2006.00684.x
Mishra, P., Oster, N., & Henriksen, D. (2024). Generative AI, teacher knowledge and educational research: Bridging short- and long-term perspectives. TechTrends, 68(2), 205–210. https://doi.org/10.1007/s11528-024-00939-0
Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory (3rd ed.). McGraw-Hill.
Petko, D., Mishra, P., & Koehler, M. J. (2025). TPACK in context: An updated model. Computers & Education Open, 8, 100244. https://doi.org/10.1016/j.caeo.2025.100244
Petko, D., Koehler, M. J., & Mishra, P. (2024). Placing TPACK in context: Looking at the big picture. Computers and Education Open, 7, 100236. https://doi.org/10.1016/j.caeo.2024.100236
Polit, D. F., & Beck, C. T. (2019). The content validity index: Are you sure you know what’s being reported? Critique and recommendations. Research in Nursing & Health, 42(3), 225–235. https://doi.org/10.1002/nur.21950
Sarwari, K., & Kakar, A. F. (2023). Developing students’ critical thinking skills through contextual teaching and learning. Journal of Language and Linguistic Studies, 19(1), 112–128. https://doi.org/10.52462/jlls.235
Scherer, R., Siddiq, F., Howard, S. K., & Tondeur, J. (2023). The more experienced the better prepared? New evidence on the relation between teachers’ experience and their readiness for online teaching and learning. Computers in Human Behavior, 139, 107530. https://doi.org/10.1016/j.chb.2022.107530
Scherer, R., Tondeur, J., Siddiq, F., & Baran, E. (2018). The importance of attitudes toward technology for pre-service teachers’ technological, pedagogical, and content knowledge: Comparing structural equation modeling approaches. Computers in Human Behavior, 80, 67–80. https://doi.org/10.1016/j.chb.2017.11.003
Schmid, M., Brianza, E., & Petko, D. (2021). Self-reported technological pedagogical content knowledge (TPACK) of pre-service teachers in relation to digital technology use in lesson plans. Computers in Human Behavior, 115, 106586. https://doi.org/10.1016/j.chb.2020.106586
Schmid, M., Brianza, E., Mok, S. Y., & Petko, D. (2024). Running in circles: A systematic review of reviews on technological pedagogical content knowledge (TPACK). Computers & Education, 214, 105024. https://doi.org/10.1016/j.compedu.2024.105024
Shadish, W. R., Cook, T. D., & Campbell, D. T. (2002). Experimental and quasi-experimental designs for generalized causal inference. Houghton Mifflin.
Shambare, B., & Jita, T. (2024). Understanding science teachers’ TPACK for virtual lab adoption in rural schools in South Africa: A mixed-methods approach. Frontiers in Education, 9, 1426451. https://doi.org/10.3389/feduc.2024.1426451
Singh, J., & Malik, S. (2024). Rethinking TPACK for the AI era: Toward a regulated-TPACK framework. Education and Information Technologies, 29(15), 20117–20140. https://doi.org/10.1007/s10639-024-12689-w
Soekamto, H., Nikolaeva, I., Abbood, A. A. A., Grachev, D., Kosov, M., Yumashev, A., Kostyrin, E., Lazareva, N., Kvitkovskaja, A., & Nikitina, N. (2022). Professional development of rural teachers based on digital literacy. Emerging Science Journal, 6(6), 1525–1540. https://doi.org/10.28991/ESJ-2022-06-06-019
Tondeur, J., van Braak, J., Ertmer, P. A., & Ottenbreit-Leftwich, A. (2017). Understanding the relationship between teachers’ pedagogical beliefs and technology use in education: A systematic review of qualitative evidence. Educational Technology Research and Development, 65(3), 555–575. https://doi.org/10.1007/s11423-016-9481-2
Tondeur, J., Scherer, R., Siddiq, F., & Baran, E. (2017). A comprehensive investigation of TPACK within pre-service teachers’ ICT profiles: Mind the gap! Australasian Journal of Educational Technology, 33(3), 46–60. https://doi.org/10.14742/ajet.3504
Tondeur, J., Scherer, R., Siddiq, F., & Baran, E. (2020). Enhancing pre-service teachers’ technological pedagogical content knowledge (TPACK): A mixed-method study. Educational Technology Research and Development, 68(1), 319–343. https://doi.org/10.1007/s11423-019-09692-1
Valtonen, T., Sointu, E., Kukkonen, J., Kontkanen, S., Lambert, M. C., & Mäkitalo-Siegl, K. (2017). TPACK updated to measure pre-service teachers’ twenty-first century skills. Australasian Journal of Educational Technology, 33(3), 15–31. https://doi.org/10.14742/ajet.3518
Voogt, J., Fisser, P., Pareja Roblin, N., Tondeur, J., & van Braak, J. (2013). Technological pedagogical content knowledge – A review of the literature. Journal of Computer Assisted Learning, 29(2), 109–121. https://doi.org/10.1111/j.1365-2729.2012.00487.x
Wang, Y., & Zhang, Q. (2024). Sustaining teacher professional learning in STEM: Lessons learned from an 18-year-long journey into TPACK-guided professional development. Education Sciences, 14(4), 402. https://doi.org/10.3390/educsci14040402
Wang, W., Schmidt-Crawford, D., & Jin, Y. (2018). Preservice teachers’ TPACK development: A review of literature. Journal of Digital Learning in Teacher Education, 34(4), 234–258. https://doi.org/10.1080/21532974.2018.1498039
Willermark, S. (2018). Technological pedagogical and content knowledge: A review of empirical studies published from 2011 to 2016. Journal of Educational Computing Research, 56(3), 315–343. https://doi.org/10.1177/0735633117713114
Yang, P., Liu, Y., & Li, Y. (2025). The mediating role of self-regulation in fostering Intelligent-TPACK and ethics in physical education teacher education students. Scientific Reports, 15(1), 34126. https://doi.org/10.1038/s41598-025-21795-9
Yuan, R., & Liao, W. (2023). Critical thinking in teacher education: Where do we stand and where can we go? Teachers and Teaching: Theory and Practice, 29(6), 543–555. https://doi.org/10.1080/13540602.2023.2252688
Yue, M., Jong, M. S. Y., & Ng, D. T. K. (2024). Understanding K–12 teachers’ technological pedagogical content knowledge readiness and attitudes toward artificial intelligence education. Education and Information Technologies, 29(15), 19505–19536. https://doi.org/10.1007/s10639-024-12621-2
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