Advancing Teacher Performance through Learning Innovation in the Age of Artificial Intelligence: A PRISMA-Based Systematic Literature Review

  • Lisa Chandrasari Desianti Divison of Magister Education Management, Post Graduated School, Pakuan University, PO-Box 452, Bogor, Indonesia
  • Siti Hasanah State Secondary School 20, Bogor, Indonesia, Bogor, Indonesia
Kata Kunci: Berpikir kritis; strategi pengajaran; pembelajaran berbasis proyek; pembelajaran berbasis penyelidikan; tinjauan pustaka sistematis.

Abstrak

Tinjauan ini mensintesis penelitian tentang metode atau strategi pengajaran yang meningkatkan kemampuan berpikir kritis pada siswa untuk mengatasi variabilitas efektivitas pedagogis dan penilaian di berbagai konteks pendidikan. Tinjauan ini bertujuan untuk mengevaluasi dampak beragam pendekatan pengajaran terhadap pengembangan berpikir kritis, mengidentifikasi tren metodologis, dan menganalisis tantangan dalam implementasinya. Seleksi sistematis studi empiris dan meta-analisis yang mencakup pendidikan dasar hingga perguruan tinggi, berbagai disiplin ilmu, dan lingkungan global dilakukan, dengan menekankan desain kuasi-eksperimental dan metode campuran. Temuan menunjukkan bahwa pembelajaran berbasis proyek dan berbasis penyelidikan secara konsisten meningkatkan kemampuan berpikir kritis dengan melibatkan siswa dalam pemecahan masalah otentik, terutama ketika diintegrasikan dengan STEM dan teknologi digital. Pedagogi yang ditingkatkan teknologi, termasuk alat AI dan pembelajaran campuran, lebih lanjut mendukung berpikir kritis tetapi menghadapi hambatan terkait akses dan kesiapan guru. Praktik penilaian sangat bervariasi, dengan evaluasi berkelanjutan dan formatif terbukti lebih efektif daripada tes terisolasi, meskipun standardisasi masih terbatas. Selain itu, pengembangan profesional bagi pendidik sangat penting untuk mempertahankan pengajaran berpikir kritis yang efektif, sementara strategi interdisipliner dan kolaboratif mendorong keterampilan kognitif integratif meskipun terdapat tantangan koordinasi. Temuan-temuan ini mengarah pada kesimpulan bahwa kerangka kerja yang komprehensif, didukung teknologi, dan difasilitasi guru sangat penting untuk menumbuhkan pemikiran kritis. Tinjauan ini menyoroti implikasi untuk merancang pedagogi yang terukur dan peka terhadap konteks, serta menyerukan penelitian longitudinal yang ketat untuk memvalidasi hasil yang berkelanjutan.

Referensi

Abrami, P. C., Bernard, R. M., Borokhovski, E., Waddington, D. I., Wade, C. A., & Persson, T. (2015). Strategies for teaching students to think critically: A meta-analysis. Review of Educational Research, 85(2), 275–314. [https://doi.org/10.3102/0034654314551063](https://doi.org/10.3102/0034654314551063)

Angelianawati, L., Hayati, H., Tamami, B., Hetharion, W. Y., & Lekahena, V. (2024). Advancing critical thinking abilities in education: Crafting technology-infused learning models. Global International Journal of Innovative Research, 2(1). [https://doi.org/10.59613/global.v2i1.68](https://doi.org/10.59613/global.v2i1.68)

Bell, S. (2010). Project-based learning for the 21st century: Skills for the future. The Clearing House: A Journal of Educational Strategies, Issues and Ideas, 83(2), 39–43. [https://doi.org/10.1080/00098650903505415](https://doi.org/10.1080/00098650903505415)

Desianti, L.C, & Rahayuningsih, T. (2022). Sekolah Penggerak and Guru Penggerak Evaluation Policy as Pioneers of Changes in The Education System in The New Paradigm Curriculum. Pedagonal: Jurnal Ilmiah Pendidikan, 6(1), 128-140.

Desianti, L. C., Hardhienata, S., & Setyaningsih, S. (2023). The modelling of ICT literacy, work engagement, and personal knowledge management to enhance teacher creativity. Asian Journal of Management, Entrepreneurship.

Desianti, L., Hardhienata, S., & Setyaningsih, S. (2022). Strengthening teacher creativity models through empirical studies in high schools. Journal of Industrial Engineering & Management Research, 3(4), 148-169. and Social Science, 3(03), 164-192.

Ennis, R. H. (2011). The nature of critical thinking: An outline of critical thinking dispositions and abilities. University of Illinois.

Facione, P. A. (1990). Critical thinking: A st Desianti, L., Hardhienata, S., & Setyaningsih, S. (2022). Strengthening teacher creativity models through empirical studies in high schools. Journal of Industrial Engineering & Management Research, 3(4), 148-169. atement of expert consensus for purposes of educational assessment and instruction (The Delphi Report). American Philosophical Association.

Greenhalgh, T., & Peacock, R. (2005). Effectiveness and efficiency of search methods in systematic reviews of complex evidence. BMJ, 331(7524), 1064–1065.

Hattie, J. (2009). Visible learning: A synthesis of over 800 meta-analyses relating to achievement. Routledge.

Hendarman, H., Sudiantini, D., Mayadi, M., Mirnawati, M., & Desianti, L. C. (2025). Teachers’ Roles in AI-Integrated Gamified Learning Environments to Enhance Creativity and Students’ Critical Thinking. QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama, 17(2), 1597-1608.

Hendarman, H., Sudiantini, D., Mayadi, M., Mirnawati, M., Desianti, L. C., & Aji, Y. A. (2026). Gamification and Adaptive Learning Innovations for Enhancing Students' Critical Thinking and Creativity at an Islamic Boarding School in Indonesia. Nazhruna: Jurnal Pendidikan Islam, 9(2), 518-535.

Hmelo-Silver, C. E. (2004). Problem-based learning: What and how do students learn? Educational Psychology Review, 16(3), 235–266. [https://doi.org/10.1023/B:EDPR.0000034022.16470.f3](https://doi.org/10.1023/B:EDPR.0000034022.16470.f3)

Jumini, S., Madnasri, S., Cahyono, E., & Parmin, P. (n.d.). Article review: Integration of science, technology, entrepreneurship in learning science through bibliometric analysis. [https://doi.org/10.36681/tused.2022.172](https://doi.org/10.36681/tused.2022.172)

Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & PRISMA Group. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. PLoS Medicine, 6(7), e1000097. [https://doi.org/10.1371/journal.pmed.1000097](https://doi.org/10.1371/journal.pmed.1000097)

National Research Council. (2012). A framework for K–12 science education: Practices, crosscutting concepts, and core ideas. National Academies Press. [https://doi.org/10.17226/13165](https://doi.org/10.17226/13165)

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., et al. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71. [https://doi.org/10.1136/bmj.n71](https://doi.org/10.1136/bmj.n71)

Partnership for 21st Century Skills. (2019). Framework for 21st century learning. Battelle for Kids. [https://static.battelleforkids.org/documents/p21/P21_Framework_DefinitionsBFK.pdf](https://static.battelleforkids.org/documents/p21/P21_Framework_DefinitionsBFK.pdf)

Thomas, J. W. (2000). A review of research on project-based learning. Autodesk Foundation.

Diterbitkan
2026-07-20
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