A bibliometric and systematic review of case-based learning research on critical thinking in preservice teachers

Authors

  • Etika Khaerunnisa Universitas Sultan Ageng Tirtayasa, Indonesia
  • Heni Pujiastuti Universitas Sultan Ageng Tirtayasa, Indonesia
  • Cecep Anwar Hadi Firdos Santosa Universitas Sultan Ageng Tirtayasa, Indonesia

DOI:

https://doi.org/10.58524/jasme.v6i1.1075

Keywords:

Bibliometric Analysis, Case-Based Learning, Critical Thinking, Preservice Teachers, Systematic Literature Review

Abstract

Background: The growing emphasis on higher-order thinking skills has positioned case-based learning (CBL) as a prominent pedagogical approach in contemporary education. Although prior studies highlight its potential to enhance critical thinking, research trends and thematic focus particularly involving preservice teachers remain insufficiently synthesized.

Aims: This study aims to identify research trends, bibliometric characteristics, and gaps related to the effectiveness of CBL in improving critical thinking skills, with a specific focus on preservice teachers. The scope includes Scopus-indexed publications from 2015 to 2025. The use of Scopus is considered by taking into account several factors, including quality assurance standards (peer-reviewed publications), reputation and credibility indicators (Scimago Journal Rank/SJR), and its broad multidisciplinary coverage. However, certain limitations remain, such as publication bias related to language and geographical representation, the presence of grey literature, and bias associated with publication types.

Methods: A Systematic Literature Review (SLR) combined with bibliometric analysis was conducted. Articles were selected based on predefined inclusion criteria and analyzed by country, subject area, journal quartile, SJR, and H-index. Keyword co-occurrence mapping was performed using VOSviewer.

Results: A total of 86 articles met the inclusion criteria, predominantly published in Q1 and Q2 journals within the Social Sciences domain. Bibliometric visualization shows that CBL and critical thinking are widely explored topics; however, studies focusing on preservice teachers and their relationship with decision making (CBL and critical thinking) remain limited.

Conclusion: The findings indicate strong scholarly interest in CBL while revealing a clear research gap concerning preservice teachers populations. Future research should prioritize the development of standardized instruments and expand empirical investigations to strengthen evidence-based practices in teacher education.

References

Agustin, F., Hastuti, D. N. A. E., & Sari, M. K. (2023). Analisis model case-based learning (CBL) pada pembelajaran tematik kelas V sekolah dasar. Prosiding Konferensi Ilmiah Dasar, 4, 728–733.

Altun, E., & Yildirim, N. (2023). What does critical thinking mean? Examination of pre-service teachers’ cognitive structures and definitions for critical thinking. Thinking Skills and Creativity, 49, 101367. https://doi.org/10.1016/j.tsc.2023.101367

Amalia, D. P., & Khaerunnisa. (2024). Pengaruh model pembelajaran case-based learning berbantuan Canva terhadap keterampilan menulis teks anekdot. Prosiding Seminar Nasional Linguistik dan Sastra (SEMANTIKS), 706–712.

Andriani, Musnandar, E., Elymaizar, Z., & Raguati. (2024). Penerapan pembelajaran berbasis case-based learning (CBL) dalam meningkatkan kemampuan analisis dan memecahkan masalah. Edu Sains, 13(2), 27–36.

Anwar, B. R., & Rahmawati, D. (2024). Case-based learning sebagai upaya peningkatan aktivitas belajar dan komunikasi matematis. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 13(4), 1361–1371.

Bornmann, L., Ganser, C., & Tekles, A. (2022). Simulation of the h-index use at university departments within the bibliometrics-based heuristics framework: Can the indicator be used to compare individual researchers? Journal of Informetrics, 16(1), 101237. https://doi.org/10.1016/j.joi.2021.101237

Dadang, & Karep. (2025). Transformasi digital dalam pendidikan: Tantangan dan peluang menuju pembelajaran di era digital. Jurnal Ilmiah Pendidikan Dasar, 10(2), 336–349.

Das, S., Das, A., Rai, P., & Kumar, N. (2021). Case-based learning: Modern teaching tool meant for present curriculum: A behavioral analysis from faculties’ perspective. Journal of Education and Health Promotion, 10(1), 1–7. https://doi.org/10.4103/jehp.jehp

Dharmayanthi, N. P. I. (2022). Penerapan model case-based learning (CBL) mengembangkan critical thinking skills siswa pembelajaran geografi di SMA Negeri 1 Kuta Utara. Jurnal Pendidikan Geografi Undiksha, 10(3), 291–300.

Evendi, E., Al Kusaeri, A. K., Pardi, M. H. H., Sucipto, L., Bayani, F., & Prayogi, S. (2022). Assessing students’ critical thinking skills viewed from cognitive style: Study on implementation of problem-based e-learning model in mathematics courses. Eurasia Journal of Mathematics, Science and Technology Education, 18(7). https://doi.org/10.29333/ejmste/12161

Fitriani, H., Samsuri, T., Rachmadiarti, F., Raharjo, R., & Mantlana, C. D. (2022). Development of evaluative-process learning tools integrated with conceptual problem-based learning models: Study of its validity and effectiveness to train critical thinking. International Journal of Essential Competencies in Education, 1(1), 27–37. https://doi.org/10.36312/ijece.v1i1.736

Hamatun. (2025). Kemampuan berpikir kritis dan pemecahan masalah calon guru fisika: Studi kasus pada topik dinamika partikel. EDUSAINTEK: Jurnal Pendidikan, 12(1), 394–403.

Helleve, I., Eide, L., & Ulvik, M. (2023). Case-based teacher education preparing for diagnostic judgement. European Journal of Teacher Education, 46(1), 50–66. https://doi.org/10.1080/02619768.2021.1900112

Huda, M. M. (2025). Profil keterampilan berpikir kritis mahasiswa calon guru pada materi IPA. Jurnal Pena Karakter, 7(1), 114–121.

Idris, S. W. Al, & Syarifuddin. (2025). Pengaruh model pembelajaran case-based learning terhadap keterampilan berpikir kritis dan pemecahan masalah pada mata pelajaran proyek kreatif dan kewirausahaan. Indonesian Research Journal on Education, 5(1), 989–996.

Irwan, I., Sauddin, A., & Astuti, R. (2023). Pembelajaran statistik deskriptif dan statistik inferensial berbasis web dengan Shiny R. Saintifik, 9(2), 211–219. https://doi.org/10.31605/saintifik.v9i2.413

Jiang, D., Huang, D., Wan, H., Fu, W., Shi, W., Li, J., Zou, H., Hou, N., Li, Q., & Li, N. (2025). Effect of integrated case-based and problem-based learning on clinical thinking skills of assistant general practitioner trainees: A randomized controlled trial. BMC Medical Education, 25(1). https://doi.org/10.1186/s12909-025-06634-9

Jung, S. J., Kang, J., & Lee, Y. (2025). Effectiveness of room-of-error interventions for healthcare providers: A systematic review. BMC Nursing, 24(1). https://doi.org/10.1186/s12912-025-02751-4

Kannadass, P., Hidayat, R., Siregar, P. S., & Husain, A. P. (2023). Relationship between computational and critical thinking towards modelling competency among pre-service mathematics teachers. TEM Journal, 12(3), 1370–1382. https://doi.org/10.18421/TEM123-17

Kinskey, M., & Newton, M. (2024). Teacher candidates’ views of future SSI instruction: A multiple case study. Disciplinary and Interdisciplinary Science Education Research, 6(1). https://doi.org/10.1186/s43031-024-00098-5

Latif, A. (2020). Tantangan guru dan masalah sosial di era digital. Jurnal Ilmu Sosial dan Pendidikan, 4(3).

Lyons, P. (2020). Skills needs, integrative pedagogy and case-based instruction. Journal of Workplace Learning, 32(7), 473–487. https://doi.org/10.1108/JWL-12-2019-0140

Magwilang, E. B. (2022). Case-based instruction in the forensic chemistry classroom: Effects on students’ motivation and achievement. International Journal of Learning, Teaching and Educational Research, 21(3), 396–414. https://doi.org/10.26803/ijlter.21.3.21

Mary, M. M. G., & Nel, M. (2013). The relationship between the critical thinking skills and the academic language proficiency of prospective teachers. South African Journal of Education, 33(2), 1–17.

Masko, M. K. (2020). Using case-based learning to teach information literacy and critical thinking skills in undergraduate music therapy education: A cohort study. Music Therapy Perspectives, 38(2), 143–149. https://doi.org/10.1093/mtp/miz025

Nosich, G. M. (2012). Learning to think things through. Pearson.

Özelçi, S. Y., & Çalışkan, G. (2019). What is critical thinking? A longitudinal study with teacher candidates. International Journal for Evaluation and Research in Education, 8(3), 495–509. https://doi.org/10.11591/ijere.v8i3.20254

Picauly, V. E. (2024). Transformasi pendidikan di era digital: Tantangan dan peluang. Indonesian Research Journal on Education, 4, 1528–1535.

Polat, S. (2015). Content analysis of the studies in Turkey on the ability of critical thinking. Educational Sciences: Theory and Practice, 15(3), 659–671. https://doi.org/10.12738/estp.2015.3.2658

Rahmi, A. N., Buabara, H., Fikriyah, A., & Miyazaki, N. (2024). Tantangan dan solusi dalam menghadapi era digital: Pendidikan anak di zaman teknologi. Jurnal Pendidikan dan Ilmu Sosial, 3(3), 127–135.

Resnick, L. B., & Schantz, F. (2015). Re-thinking intelligence: Schools that build the mind. European Journal of Education, 50(3), 340–349. https://doi.org/10.1111/ejed.12139

Sari, F. K., & Khairunnisa, G. F. (2025). Case-based learning: Implementasi tindakan untuk meningkatkan pemahaman konsep integral mahasiswa. Jurnal Ilmiah Pendidikan Matematika, 10(1), 92–103.

Şen Akbulut, M., & Hill, J. R. (2020). Case-based pedagogy for teacher education: An instructional model. Contemporary Educational Technology, 12(2), 1–17. https://doi.org/10.30935/cedtech/8937

Septiyani, D. Y., Haji, S., & Widada, W. (2020). Meningkatkan kemampuan berpikir kritis calon guru matematika melalui aplikasi e-learning Zoom pada mata kuliah microteaching di Universitas Bengkulu. Jurnal Pendidikan Matematika Raflesia, 5(3), 74–83.

Sidekerskienė, T., & Damasevicius, R. (2023). Out-of-the-box learning: Digital escape rooms as a metaphor for breaking down barriers in STEM education. Sustainability, 15(9). https://doi.org/10.3390/su15097393

Silitubun, E., Isro, L., Pakpahan, E. M., Hidayati, N., Panggabean, T. E., & Santosa, T. A. (2024). The effectiveness of case-based learning to improve the collaboration and communication skills of early childhood education students. Jurnal Obsesi: Jurnal Pendidikan Anak Usia Dini, 8(6), 1385–1394. https://doi.org/10.31004/obsesi.v8i6.6233

Silitubun, E., Mustaji, & Dewi, U. (2025). The effectiveness of case-based learning in enhancing students’ critical thinking skills. Journal of Neonatal Surgery, 14(2), 136–141.

Simbolon, D. H. (2022). Pengaruh model case-based learning (CBL) terhadap hasil belajar mahasiswa. Bullet: Jurnal Multidisiplin Ilmu, 1(3), 181–184.

Siregar, I. S., Lubis, A. D., & Gusmanelli. (2024). Menghadapi tantangan pendidikan di era digital: Strategi dan solusi. Jurnal Insan Pendidikan dan Sosial Humaniora, 2(4), 250–257.

Sugiansyah, A. A., Solari, H., Adhim, M. F., & Suyuti. (2025). Penerapan model case-based learning untuk meningkatkan kemampuan berpikir kritis siswa sekolah menengah. Sindoro Cendikia Pendidikan, 15(11).

Suhirman, & Prayogi, S. (2023). Problem-based learning utilizing assistive virtual simulation in mobile application to improve students’ critical thinking skills. Humanities and Social Sciences Letters, 11(3), 351–364. https://doi.org/10.18488/61.v11i3.3380

Sung, H., Kim, M., Park, J., Shin, N., & Han, Y. (2024). Effectiveness of virtual reality in healthcare education: Systematic review and meta-analysis. Sustainability, 16, 8520.

Tambak, S., & Sukenti, D. (2024). Case-based learning method in learning: Is it effective to improve teaching skills of madrasa teachers in Indonesia? Journal of Learning for Development, 11(1), 151–164. https://doi.org/10.56059/jl4d.v11i1.763

Vedi, N. (2021). Students’ perception and learning on case-based teaching in anatomy and physiology: An e-learning approach. Journal of Advances in Medical Education and Professionalism, 9(1), 8–17. https://doi.org/10.30476/jamp.2020.87332.1304

Wulan, R., Muhajir, A., & Ali, N. (2024). Model case-based learning berbasis digital: Inovasi dalam pendidikan di sekolah dasar. SAP (Susunan Artikel Pendidikan), 9(1), 151–156.

Yan, Y., & Ottenbreit-Leftwich, A. (2023). Case-based learning: Consider and reflect teaching practices through teacher moments. TechTrends, 67(6), 903–917. https://doi.org/10.1007/s11528-023-00902-5

Yusri, R., Yusof, A. M., & Sharina, A. (2024). A systematic literature review of project-based learning: Research trends, methods, elements, and frameworks. International Journal of Evaluation and Research in Education, 13(5), 3345–3359. https://doi.org/10.11591/ijere.v13i5.27875

Zhao, L., Dai, X., & Chen, S. (2024). Effect of the case-based learning method combined with virtual reality simulation technology on midwifery laboratory courses: A quasi-experimental study. International Journal of Nursing Sciences, 11(1), 76–82. https://doi.org/10.1016/j.ijnss.2023.12.009

Zhu, X. (2021). Case-based learning combined with STEM education concept to improve clinical thinking of undergraduate nursing students: A randomized experiment. Nursing Open, 8(1), 415–422. https://doi.org/10.1002/nop2.642

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Published

2026-03-24