Problem-Based Learning E-Modules to Improve Students' 21st-Century Skills: A Systematic Literature Review

Meirani Meirani(1), Nofriansyah Nofriansyah(2), Badeni Badeni(3), Osa Juarsa(4), Muhammad Kristiawan(5), Eko Risdianto(6), Yusupov Komaliddin Bakhtiyor Ugli(7),


(1) Universitas Bengkulu, Indonesia; Universitas Muhammadiyah Bengkulu, Indonesia
(2) Universitas Pendidikan Indonesia, Indonesia
(3) Universitas Bengkulu, Indonesia
(4) Universitas Bengkulu, Indonesia
(5) Universitas Bengkulu, Indonesia
(6) Universitas Bengkulu, Indonesia
(7) Tashkent State University of Economics, Uzbeskitan

Abstract

This systematic literature review examines the effectiveness of Problem-Based Learning (PBL) e-modules in developing students' 21st-century skills by synthesizing ten Scopus-indexed empirical studies published between 2015 and 2025. Motivated by the growing demand for student-centered and technology-integrated learning, this review aims to consolidate evidence on how PBL-oriented digital modules support key competencies. Following the PRISMA guidelines, the study employed a transparent selection process and combined thematic synthesis with bibliometric analysis (VOSviewer) to identify research trends, dominant themes, and learning outcomes. The findings indicate that PBL e-modules consistently enhance critical thinking, collaboration, communication, and creativity, with the strongest effects reported in critical thinking and collaborative performance. Student motivation and autonomy emerged as important mediating factors, while variations in instructional design and digital platform quality influenced effectiveness across contexts. These results imply that well-structured PBL design and purposeful digital integration are critical for maximizing the impact of e-modules on 21st-century skills, while also highlighting methodological gaps for future research.

Keywords

Critical Thinking, Collaboration, E-Modules, Problem-Based Learning (PBL), 21st Century Skills, Systematic Literature Review

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References

Anggraeni, D. M., Prahani, B. K., Suprapto, N., Shofiyah, N., & Jatmiko, B. (2023). Systematic Review of Problem Based Learning Research in Fostering Critical Thinking Skills. Thinking Skills and Creativity, 49.

Aristin, N. F., Hastuti, K. P., Arisanty, D., Adyatma, S., & Donna, C. (2023). Effectiveness of Problem-Based Learning Models to Improve Learning Outcomes of Geography in the New Normal Learning Era.. Journal of Education and Learning, 17(4), 623–632.

Asmayawati, A., Yufiarti, Y., & Yetti, E. (2024). Pedagogical Innovation and Curricular Adaptation in Enhancing Digital Literacy: A Local Wisdom Approach for Sustainable Development in Indonesia Context. Journal of Open Innovation: Technology, Market, and Complexity, 10(1).

Ates, C. B., & Aktamis, H. (2024). Investigating the Effects of Creative Educational Modules Blended with Cognitive Research Trust (CoRT) Techniques and Problem Based Learning (PBL) on Students' Scientific Creativity Skills and Perceptions in Science Education. Thinking Skills and Creativity, 51, 101471.

Century, J., Ferris, K. A., & Zuo, H. (2020). Finding Time for Computer Science in the Elementary School Day: A Quasi-Experimental Study of a Transdisciplinary Problem-Based Learning Approach. International Journal of STEM Education, 7(1).

Dermawan, D. D., Wuryandani, W., Herwin, H., Eliza, F., Nurzaman, I., Giwangsa, S. F., ... & Jannah, M. (2025). Improving Critical Thinking Ability in Elementary Schools with Interactive E-Modules. Online Journal of Communication and Media Technologies, 15(2), e202513.

Dolmans, D. H. J. M., Loyens, S. M. M., Marcq, H., & Gijbels, D. (2016). Deep and Surface Learning in Problem-Based Learning: A Review of the Literature. Advances in Health Sciences Education, 21(5).

Edelson, D. C., Gordin, D. N., & Pea, R. D. (1999). Addressing the Challenges of Inquiry-Based Learning Through Technology and Curriculum Design. Journal of the Learning Sciences, 8(3–4), 391–450.

Ge, W. L., Zhu, X. Y., Lin, J. B., Jiang, J. J., Li, T., Lu, Y. F., Mi, Y. F., & Tung, T. H. (2025). Critical Thinking and Clinical Skills by Problem-Based Learning Educational Methods: An Umbrella Systematic Review. BMC Medical Education, 25(1), 455.

Griffin, P., McGaw, B., & Care, E. (2012). Assessment and Teaching of 21st Century Skills. In Assessment and Teaching of 21st Century Skills. Springer.

Haleem, A., Javaid, M., Qadri, M. A., & Suman, R. (2022). Understanding the Role of Digital Technologies in Education: A Review. Sustainable Operations and Computers, 3, 275–285.

Kembara, M. D., Rozak, R. W. A., & Hadian, V. A. (2019). Research-Based Lectures to Improve Students’ 4C (Communication, Collaboration, Critical Thinking, and Creativity) Skills.. In Proceedings of the 1st International Seminar on Social Sciences and Humanities (ISSEH 2018). Atlantis Press.

Lazonder, A. W., & Harmsen, R. (2016). Meta-Analysis of Inquiry-Based Learning: Effects of Guidance. Review of Educational Research, 86(3), 681–718.

Liu, Y., & Pásztor, A. (2022). Effects of Problem-Based Learning Instructional Intervention on Critical Thinking in Higher Education: A Meta-Analysis. Thinking Skills and Creativity, 45.

Logan, R. M., Johnson, C. E., & Worsham, J. W. (2021). Development of an E-Learning Module to Facilitate Student Learning and Outcomes. Teaching and Learning in Nursing, 16(2), 139–142.

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.

Maksum, H., & Sabrina, E. (2024). The Effect of the Problem-Based Learning Model on 21st Century Student Skills: A Meta-Analysis. The Indonesian Journal of Computer Science, 13(2).

Meng, N., Dong, Y., Roehrs, D., & Luan, L. (2023). Tackle Implementation Challenges in Project-Based Learning: A Survey Study of PBL E-Learning Platforms. Educational technology research and development, 71(3), 1179-1207.

Nofriansyah, N., Ahman, E., Supriatna, E., Rahayu, S., & Riyadi, S. (2025). Improvement of Student Learning Outcomes Through the Team Games Tournament (TGT) Cooperative Learning Model.. Research and Development Journal of Education, 11(1), 630.

Nofriansyah, N., Sutarni, N., Hufad, A., Vhalery, R., Rahayu, S., Meilia, M., Meirani, M., & Amri, A. (2025). Digital Transformation of Economics Education: Development of the Ekonara Application Based on Local Culture. Journal of Engineering Science and Technology Special Issue On, 20(4), 174–181.

Pitorini, D. E., Suciati, S., & Harlita, H. (2025). Using an E-Module Based on Problem-Based Learning Combined With Socratic Dialogue to Develop Students’ Critical Thinking Skills: A Qualitative Study. Journal of Educators Online, 22(1).

Rahayu, A., & Rosti, R. (2023). Interactive Digital Teaching Module Based on Differentiated Instruction and Its Impact on Students’ Problem-Solving Skills. Jurnal Penelitian Pendidikan IPA, 9(Special Issue), 1128–1136.

Risnawati, R., & Purwaningsih, D. (2025). Effectiveness of E-Modules Based Learning on Project Based Learning in Chemistry Learning: A Meta-Analysis. Jurnal Penelitian Pendidikan IPA, 11(5), 92–99.

Rohlfsen, C. J., Sayles, H., Moore, G. F., Mikuls, T. R., O’Dell, J. R., McBrien, S., ... & Cannella, A. C. (2020). Innovation in Early Medical Education, No Bells or Whistles Required. BMC Medical Education, 20(1), 39.

Rusli, N. S., Ibrahim, N. H., Hanri, C., & Surif, J. (2024). E-Module Problem-Based Learning on Chemical Equilibria to Improve Students’ Higher-Order Thinking Skills: An Analysis. International Journal of Evaluation and Research in Education, 13(1), 8822.

Sedayu, A., Herpratiwi, H., Yulianti, D., & Distrik, I. W. (2024). Impact of OER-Assisted Problem-Based Learning on Creative Thinking and Self-Efficacy in Physics Education. Qubahan Academic Journal, 4(3), 748–762.

Setiadi, M. I., Yulianti, D., Rohman, F., & Firdaus, R. (2025). Problem-Based E-Module for Enhancing Fifth-Grade Critical Thinking in Integrated Science and Social Studies. Sekolah Dasar: Kajian Teori dan Praktik Pendidikan, 34(1), 129–144.

Sinaga, P., Setiawan, W., & Liana, M. (2022). The Impact of Electronic Interactive Teaching Materials (EITMs) in E-Learning on Junior High School Students’ Critical Thinking Skills. Thinking Skills and Creativity, 46.

Supena, I., Darmuki, A., & Hariyadi, A. (2021). The Influence of 4C (Constructive, Critical, Creativity, Collaborative) Learning Model on Students’ Learning Outcomes. International Journal of Instruction, 14(3), 873–892.

Surur, M., Degeng, I. N. S., Setyosari, P., & Kuswandi, D. (2020). The Effect of Problem-Based Learning Strategies and Cognitive Styles on Junior High School Students’ Problem-Solving Abilities. International Journal of Instruction, 13(4), 35–48.

Susanti, L., Hirza, B., & Atikah, D. (2022). Peningkatan Hasil Belajar Matematika Melalui Penerapan Model Problem Based Learning Siswa Kelas VIII SMP Negeri 4 Pendopo Barat. Jurnal Penelitian Tindakan, 1(1), 1–12.

Weng, X., Cui, Z., Ng, O. L., Jong, M. S. Y., & Chiu, T. K. F. (2022). Characterizing Students’ 4C Skills Development During Problem-Based Digital Making. Journal of Science Education and Technology, 31(3), 372–385.

Wijayanto, B., Utomo, D. H., Handoyo, B., & Aliman, M. (2023). Problem-Based Learning Using E-Module: Does It Effect on Student's High Order Thinking and Learning Interest in Studying Geography? Journal of Technology and Science Education, 13(3), 613–631.

World Economic Forum. (2022). The future of jobs report 2025. World Economic Forum. https://reports.weforum.org/docs/WEF_Future_of_Jobs_Report_2025.pdf

Yuliani, L., Hufad, A., Komar, O., Sukmana, C., Hasanah, V. R., Darusman, Y., Karwati, L., Hamdan, A., & Setiawan, B. (2025). Bibliometric Analysis of Project-Based Learning in Early Childhood Education: Trends in Empathy for Disability and Bicultural Practices. Cogent Education, 12(1).

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