Systematic literature review on the application of Problem-Based Learning model in chemistry education
PDF

Keywords

common instructional step
problem-based learning
chemistry learning
trends in PBL research
systematic review

How to Cite

Gazali, F., Rahayu, S., Munzil, M., Wonorahardjo, S., & Alam, M. D. (2025). Systematic literature review on the application of Problem-Based Learning model in chemistry education. Eclética Química, 50, e–1598. https://doi.org/10.26850/1678-4618.eq.v50.2025.e1598

Abstract

Problem-based learning (PBL) has seen significant growth in recent years, but its effective implementation remains a challenge. Therefore, this study undertakes a systematic literature review to synthesise the research patterns, challenges, and approaches employed in chemistry education. PRISMA (Preferred Reporting Items for Systematic Review and Meta-Analysis) methodology was employed in analysing publications within journals indexed in Scopus and Web of Science. A total of 523 papers have been found using some keywords. Following a thorough assessment, 35 publications were selected for in-depth analysis.  The study found that PBL implementation varies depending on four primary variables: thinking skills, problem-solving abilities, conceptual comprehension, and argumentation skills. PBL concerns include issues like malnutrition, obesity, waste management, climate change, pollution, and green chemistry. Common instructional steps of PBL include problem orientation, student organisation, independent study, group investigation, reporting, and evaluation. Several challenges were found in applying PBL, including time limitation, instructor proficiency, student characteristics, and technical implementation of PBL. These findings are expected to complement the references for future research on PBL.

https://doi.org/10.26850/1678-4618.eq.v50.2025.e1598
PDF

References

Abdullah, G.; Panai, A. H. Problem-Based Learning Model Integrated with Metacognitive Approach Through Flipped Learning in Science Learning Lectures. Edcomtech: Jurnal Kajian Teknologi Pendidikan. 2022, 7 (2), 154-165. https://doi.org/10.17977/um039v7i22022p154

Akhdinirwanto, R. W.; Agustini, R.; Jatmiko, B. Problem-based learning with argumentation as a hypothetical model to increase the critical thinking skills for junior high school students. Jurnal Pendidikan IPA Indonesia. 2020, 9 (3), 340–350. https://doi.org/10.15294/jpii.v9i3.19282

Arici, F.; Yilmaz, M. An examination of the effectiveness of problem-based learning method supported by augmented reality in science education. Journal of Computer Assisted Learning. 2023, 39 (2), 446–476. https://doi.org/10.1111/jcal.12752

Aslan, S. A.; Duruhan, K. The effect of virtual learning environments designed according to problem-based learning approach to students’ success, problem-solving skills, and motivations. Education and Information Technologies. 2021, 26, 2253–2283. https://doi.org/10.1007/s10639-020-10354-6

Asmi, S. O.; Wonorahardjo, S.; Widarti, H. R. Model Problem Based Learning Berbantuan Blended Learning terhadap Kesadaran Metakognitif Mahasiswa pada Materi Spektroskopi Atom. [ Problem Based Learning Model Supported by Blended Learning on Students’ Metacognitive Awareness on Atomic Spectroscopy Topic]. Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan. 2019, 4 (6), 764–769.

Ayyildiz, Y.; Tarhan, L. Problem-based learning in teaching chemistry: enthalpy changes in systems. Research in Science and Technological Education. 2018, 36 (1), 35–54. https://doi.org/10.1080/02635143.2017.1366898

Azhar, M.; Yohandri, Y.; Arsih, F. Research Trends of Problem-Based Learning (PBL) Model in Science Courses in Universities. Al-Ta Lim Journal. 2023, 30 (1), 48–62. https://doi.org/10.15548/jt.v30i1.761

Baran, M.; Sozbilir, M. An Application of Context- and Problem-Based Learning (C-PBL) into Teaching Thermodynamics. Research in Science Education. 2018, 48 (4), 663–689. https://doi.org/10.1007/s11165-016-9583-1

Batdi, V. The effects of a problem-based learning approach on students attitude levels: A meta-analysis. Educational Research and Reviews. 2014, 9 (9), 272–276. https://doi.org/10.5897/err2014.1771

Batlolona, J. R.; Souisa, H. F. Problem based learning: Students’ mental models on water conductivity concept. International Journal of Evaluation and Research in Education. 2020, 9 (2), 269–277. https://doi.org/10.11591/ijere.v9i2.20468

Brush, T. Implementation and Evaluation of a Student-Centered Learning Unit: A Case Study. Educational Technology Research and Development. 2000, 48 (3), 79–100.

Cahyono, B.; Kartono, K.; Waluya, B.; Mulyono, M.; Setyawati, R. D. Problem-based learning supported by arguments scaffolding that affect critical thinking teacher candidates. Cypriot Journal of Educational Sciences. 2021, 16 (6), 2956–2969. https://doi.org/10.18844/cjes.v16i6.6480

Chairam, S.; Klahan, N.; Coll, R. K. Exploring secondary students’ understanding of chemical kinetics through inquiry-based learning activities. Eurasia Journal of Mathematics, Science and Technology Education. 2015, 11 (5), 937–956. https://doi.org/10.12973/eurasia.2015.1365a

Chang, R. Chemistry: the study of change. Mc Graw-Hill, 2010, pp. 28.

Costa, A. M.; Escaja, N.; Fité, C.; González, M.; Madurga, S.; Fuguet, E. Problem-Based Learning in Graduate and Undergraduate Chemistry Courses: Face-to-Face and Online Experiences. Journal of Chemical Education. 2023, 100 (2), 597–606. https://doi.org/10.1021/acs.jchemed.2c00741

Creswell, J. W.; Clark, V. L. P. Third Edition: Designing and conducting mixed methods research approarch. SAGE Plublications, Inc. 2018, pp. 520.

Ediansyah, E.; Kurniawan, D. A.; Perdana, R.; Salamah, S. Using problem-based learning in college: Mastery concepts subject statistical research and motivation. International Journal of Evaluation and Research in Education. 2019, 8 (3), 446–454. https://doi.org/10.11591/ijere.v8i3.20243

Ernawati, M. D. W. How Scaffolding Integrated With Problem Based Learning Can Improve. European Journal of Educational Research. 2021, 11 (3), 1349–1361.

Ernawati, M. D. W.; Sudarmin, S.; Asrial, A.; Muhammad, D.; Haryanto, H. Creative Thinking of Chemistry and Chemistry Education Students in Biochemistry Learning Through Problem Based Learing With Scaffolding Strategy. Jurnal Pendidikan IPA Indonesia. 2022, 11 (2), 282–295. https://doi.org/10.15294/jpii.v11i2.33842

Estes, C. A. Promoting Student-Centered Learning in Experiential Education. Journal of Experiential Education. 2004, 27 (2), 141–160. https://doi.org/10.1177/105382590402700203

Flynn, A. B.; Biggs, R. The development and implementation of a problem-based learning format in a fourth-year undergraduate synthetic organic and medicinal chemistry laboratory course. Journal of Chemical Education. 2012, 89 (1), 52–57. https://doi.org/10.1021/ed101041n

Gazali, F.; Yusmaita, E. Analisis Prior Knowledge Konsep Asam Basa Siswa Kelas XI SMA untuk Merancang Modul Kimia Berbasis REACT. Jurnal Eksakta Pendidikan (Jep). 2018, 2 (2), 202. https://doi.org/10.24036/jep/vol2-iss2/249

Günter, T.; Akkuzu, N.; Alpat, Ş. Understanding ‘green chemistry’ and ‘sustainability’: an example of problem-based learning (PBL). Research in science & Technological Education. 2017, 35 (4), 500–520. https://doi.org/10.1080/02635143.2017.1353964

Gusenbauer, M.; Haddaway, N. R. What every researcher should know about searching – clarified concepts, search advice, and an agenda to improve finding in academia. Research Synthesis Methods. 2021, 12 (2), 136–147. https://doi.org/10.1002/jrsm.1457

Halcomb, E. J.; Hickman, L. Mixed methods research Mixed methods research Recommended Citation Recommended Citation. Nursing Standard: Promoting Excellence in Nursing Care. 2015, 29 (32), 41–47.

Hugerat, M.; Kortam, N.; Kassom, F.; Algamal, S.; Asli, S. Improving the Motivation and the Classroom Climate of Secondary School Biology Students Using Problem-Based – Jigsaw Discussion (PBL-JD) Learning. Eurasia Journal of Mathematics, Science and Technology Education. 2021, 17 (12). https://doi.org/10.29333/ejmste/11304

Jespersen, N. D.; Hyslop, A. Chemistry: The Molecular Nature of Matter. John Wiley & Sons, 2012, pp. 1232.

Jumadi, J.; Perdana, R.; Riwayani, R.; Rosana, D. The impact of problem-based learning with argument mapping and online laboratory on scientific argumentation skill. International Journal of Evaluation and Research in Education. 2021, 10 (1), 16–23. https://doi.org/10.11591/ijere.v10i1.20593

Kaput, K. Evidence for Student-Centered Learning. Education Evolving, 2018. pp. 1–28.

Kartamiharja, M. R.; Sopandi, W.; Anggraeni, D. Implementation of problem-based learning (PBL) approach in chemistry instructional with context of tofu liquid waste treatment. International Journal of Learning, Teaching and Educational Research. 2020, 19 (5), 47–77. https://doi.org/10.26803/ijlter.19.5.4

Kim, N. J.; Belland, B. R.; Axelrod, D. Scaffolding for optimal challenge in k–12 problem-based learning. Interdisciplinary Journal of Problem-Based Learning. 2019, 13 (1), 11–15. https://doi.org/10.7771/1541-5015.1712

Kim, N. J.; Vicentini, C. R.; Belland, B. R. Influence of Scaffolding on Information Literacy and Argumentation Skills in Virtual Field Trips and Problem-Based Learning for Scientific Problem Solving. International Journal of Science and Mathematics Education. 2022, 20 (2), 215–236. https://doi.org/10.1007/s10763-020-10145-y

Koh, G. C. H.; Khoo, H. E.; Wong, M. L.; Koh, D. The effects of problem-based learning during medical school on physician competency: A systematic review. CMAJ. Canadian Medical Association Journal. 2008, 178 (1), 34–41. https://doi.org/10.1503/cmaj.070565

Kong, L.-N.; Qin, B. The effectiveness of problem-based learning on development of nursing students’ critical thinking: A systematic review and meta-analysis. International Journal of Nursing Studies. 2014, 43 (4), 291–303. https://doi.org/10.1016/j.ijnurstu.2013.06.009

Kurniati, E.; Suwono, H.; Ibrohim, I.; Suryadi, A.; Saefi, M. International Scientific Collaboration and Research Topics on STEM Education: A Systematic Review. Eurasia Journal of Mathematics, Science and Technology Education, 2022, 18 (4).

Kuvac, M.; Koc, I. The effect of problem-based learning on the metacognitive awareness of pre-service science teachers. Educational Studies. 2019, 45 (5), 646–666. https://doi.org/10.1080/03055698.2018.1509783

Laksmi, M. L.; Sari, D. P.; Rinanto, Y.; Sapartini, R. R. Implementation of problem based learning to increase scientific explanation skill in biology learning about the environment. Journal of Learning for Development. 2021, 8 (3), 532–540. https://doi.org/10.56059/jl4d.v8i3.531

Liu, M.; Liu, S.; Pan, Z.; Zou, W.; Li, C. Examining science learning and attitude by at-risk students after they used a multimedia-enriched problem-based learning environment. Interdisciplinary Journal of Problem-Based Learning. 2018, 13 (1), 1–11. https://doi.org/10.7771/1541-5015.1752

Marthaliakirana, A. D.; Suwono, H.; Saefi, M.; Gofur, A. Problem-based learning with metacognitive prompts for enhancing argumentation and critical thinking of secondary school students. Eurasia Journal of Mathematics, Science and Technology Education. 2022, 18 (9), em2148. https://doi.org/10.29333/ejmste/12304

Martín-Martín, A.; Orduna-Malea, E.; Thelwall, M.; Delgado López-Cózar, E. Google Scholar, Web of Science, and Scopus: A systematic comparison of citations in 252 subject categories. Journal of Informetrics. 2018, 12 (4), 1160–1177. https://doi.org/10.1016/j.joi.2018.09.002

Merritt, J.; Lee, M. Y.; Rillero, P.; Kinach, B. M. Problem-based learning in K-8 mathematics and science education: A literature review. Interdisciplinary Journal of Problem-Based Learning. 2017, 11 (2), 5–17. https://doi.org/10.7771/1541-5015.1674

Mohamed Shaffril, H. A.; Ahmad, N.; Samsuddin, S. F.; Samah, A. A.; Hamdan, M. E. Systematic literature review on adaptation towards climate change impacts among indigenous people in the Asia Pacific regions. Journal of Cleaner Production. 2020, 258, 120595. https://doi.org/10.1016/j.jclepro.2020.120595

Moher, D.; Liberati, A.; Tetzlaff, J.; Altman, D. G.; PRISMA Group. Academia and Clinic Annals of Internal Medicine Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement. Annals of Internal Medicine. 2009, 151 (4), 264–269. https://doi.org/10.7326/0003-4819-151-4-200908180-00135

Moher, D.; Liberati, A.; Tetzlaff, J.; Altman, D. G. Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. International Journal of Surgery. 2010, 8 (5), 336–341. https://doi.org/10.1016/j.ijsu.2010.02.007

Munzil, M.; Mentari, P. R. A. Development of e-learning teaching material with augmented reality based on problem-based learning for nature of chemistry and scientific methods topic as teaching material in Covid-19 pandemic. AIP Conference Proceedings. 2021, 2330 (1), 020029. https://doi.org/10.1063/5.0043248

Murni, H. P.; Azhar, M.; Ellizar, E.; Nizar, U. K.; Guspatni, G. Three Levels of Chemical Representation-Integrated and Structured Inquiry-Based Reaction Rate Module: Its Effect on Students’ Mental Models. Journal of Turkish Science Education. 2022, 19 (3), 758–772. https://doi.org/10.36681/tused.2022.148

Naji, K. K.; Ebead, U.; Al-Ali, A. K.; Du, X. Comparing models of problem and project-based learning (PBL) courses and student engagement in civil engineering in Qatar. Eurasia Journal of Mathematics, Science and Technology Education. 2020, 16 (8), em1867. https://doi.org/10.29333/EJMSTE/8291

Nendaz, M. R.; Tekian, A. Assessment in Problem-Based Learning Medical Schools: A Literature Review. Teaching and Learning in Medicine. 1999, 11 (4), 232–243. https://doi.org/10.1207/S15328015TLM110408

Nugroho, P. A. Publikasi Terindeks Scopus Oleh Pustakawan Indonesia, Apakah Jumlah Halaman Mempengaruhi Potensi akan Sitasi? THE LIGHT: Journal of Librarianship and Information Science. 2022, 2 (2), 60–66. https://doi.org/10.20414/light.v2i2.5825

Nurhayati, N.; Suhandi, A.; Muslim, M.; Kaniawati, I. Implementation of the Problem Based Learning Model in Science Education: Trend and Opportunity of Research Using Systematic Literature Network Analysis. Jurnal Penelitian Pendidikan IPA. 2023, 9 (8), 328–338. https://doi.org/10.29303/jppipa.v9i8.3178

Nuswowati, M.; Susilaningsih, E.; Ramlawati, R.; Kadarwati, S. Implementation of problem-based learning with green chemistry vision to improve creative thinking skill and students’ creative actions. Jurnal Pendidikan IPA Indonesia. 2017, 6 (2), 221–228. https://doi.org/10.15294/jpii.v6i2.9467

Overton, T. L.; Randles, C. A. Beyond problem-based learning: using dynamic PBL in chemistry. Chemistry Education Research and Practice. 2015, 16 (2), 251–259. https://doi.org/10.1039/C4RP00248B

Palupi, B. S.; Subiyantoro, S.; Rukayah, R. Triyanto, T. The effectiveness of Guided Inquiry Learning (GIL) and Problem-Based Learning (PBL) for explanatory writing skill. International Journal of Instruction. 2020, 13 (1), 713–730. https://doi.org/10.29333/iji.2020.13146a

Pertiwi, O. D.; Munzil, M.; Fitriyah, I. J.; Mustikasari, V. R. The development of comic-based global warming science teaching material using problem-based learning (PBL). AIP Conference Proceedings. 2021, 2330 (1), 060017. https://doi.org/10.1063/5.0043271

Petticrew, M.; Roberts, H. Systematic reviews in the social sciences: A practical guide. John Wiley & Sons, 2008, pp.354.

Pritasari, A. C.; Dwiastuti, S.; Probosari, R. M.; Sajidan, S. Problem based learning implementation in class X MIA 1 SMA Batik 2 Surakarta. Jurnal Pendidikan IPA Indonesia. 2015, 4 (2), 158–163. https://doi.org/10.15294/jpii.v4i2.4185

Qamariyah, S. N.; Rahayu, S.; Fajaroh, F.; Alsulami, N. M. The Effect of Implementation of Inquiry-based Learning with Socio-scientific Issues on Students’ Higher-Order Thinking Skills. Journal of Science Learning. 2021, 4 (3), 210–218. https://doi.org/10.17509/jsl.v4i3.30863

Rahayu, S. Mengoptimalkan Aspek Literasi Pembelajaran Kimia Abad 21. Prosiding Seminar Nasional Kimia UNY. 2017, 21, 1–4.

Rahayu, S. Socio-scientific Issues (SSI) in Chemistry Education: Enhancing Both Students’ Chemical Literacy & Transferable Skills. Journal of Physics: Conference Series. 2019, 1227 (1), 012008. https://doi.org/10.1088/1742-6596/1227/1/012008

Ramlo, S.; Salmon, C.; Xue, Y. Student views of a PBL chemistry laboratory in a general education science course. Interdisciplinary Journal of Problem-Based Learning. 2021, 15 (2). https://doi.org/10.14434/ijpbl.v15i2.31387

Rehmat, A. P.; Hartley, K. Building engineering awareness: Problem-based learning approach for STEM integration. Interdisciplinary Journal of Problem-Based Learning. 2020, 14 (1), 1–15. https://doi.org/10.14434/ijpbl.v14i1.28636

Roza, M.; Lufri, L.; Asrizal, A. Meta-Analysis the Effect of Stem Integrated Problem Based Learning Model on Science Learning Outcomes. Jurnal Pendidikan Matematika Dan IPA. 2023, 14 (1), 16-32. https://doi.org/10.26418/jpmipa.v14i1.51678

Rusmansyah, R.; Yuanita, L.; Ibrahim, M.; Isnawati, I.; Prahani, B. K. Innovative chemistry learning model: Improving the critical thinking skill and self-efficacy of pre-service chemistry teachers. Journal of Technology and Science Education. 2019, 9 (1), 59–76. https://doi.org/10.3926/jotse.555

Samosir, C. M.; Muhammad, I.; Marchy, F.; Elmawati, E. Research Trends in Problem Based Learning in Middle School (1998-2023): A Bibliometric Review. Sustainable Jurnal Kajian Mutu Pendidikan. 2023, 6 (1), 46–58. https://doi.org/10.32923/kjmp.v6i1.3237

Schafmeister, F. The Effect of Replications on Citation Patterns: Evidence From a Large-Scale Reproducibility Project. Psychological Science. 2021, 32 (10), 1537–1548. https://doi.org/10.1177/09567976211005767

Seçgin, T.; Sungur, S. Investigating the science attitudes of students from low socioeconomic status families: The impact of problem-based learning. Biochemistry and Molecular Biology Education. 2021, 49 (2), 228–235. https://doi.org/10.1002/bmb.21447

Silver-Hmelo, C. E. Problem-Based Learning: What and How Do Students Learn? Educational Psychology Review. 2004, 16 (3), 235–266.

Simamora, R. E.; Surya, E.; Rotua Sidabutar, D. Improving Learning Activity and Students’ Problem-Solving Skill through Problem-Based Learning (PBL) in Junior High School. Article in International Journal of Sciences Basic and Applied Research. 2017, 33 (2), 321–331.

Simanjuntak, M. P.; Hutahaean, J.; Marpaung, N.; Ramadhani, D. Effectiveness of problem-based learning combined with computer simulation on students’ problem-solving and creative thinking skills. International Journal of Instruction. 2021, 14 (3), 519–534. https://doi.org/10.29333/iji.2021.14330a

Snyder, H. Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 2019, 104 (July), 333–339. https://doi.org/10.1016/j.jbusres.2019.07.039

Sudarmin, S.; Zahro, L.; Pujiastuti, S. E.; Asyhar, R.; Zaenuri, Z.; Rosita, A. The development of PBL-based worksheets integrated with green chemistry and ethnoscience to improve students’ thinking skills. Jurnal Pendidikan IPA Indonesia. 2019, 8 (4), 492–499. https://doi.org/10.15294/jpii.v8i4.17546

Tosun, C.; Senocak, E. The effects of problem-based learning on metacognitive awareness and attitudes toward chemistry of prospective teachers with different academic backgrounds. Australian Journal of Teacher Education. 2013, 38 (3), 61–73. https://doi.org/10.14221/ajte.2013v38n3.2

Tosun, C.; Taskesenligil, Y. The effect of problem-based learning on undergraduate students’ learning about solutions and their physical properties and scientific processing skills. Chemistry Education Research and Practice. 2013, 14 (1), 36–50. https://doi.org/10.1039/c2rp20060k

Ulger, K. The effect of problem-based learning on the creative thinking and critical thinking disposition of students in visual arts education. Interdisciplinary Journal of Problem-Based Learning. 2018, 12 (1), 3–6. https://doi.org/10.7771/1541-5015.1649

Valdez, J. E.; Bungihan, M. E. Problem-based learning approach enhances the problem-solving skills in chemistry of high school students. Journal of Technology and Science Education. 2019, 9 (3), 282–294. https://doi.org/10.3926/JOTSE.631

Van Dinter, R.; Tekinerdogan, B.; Catal, C. Automation of systematic literature reviews: A systematic literature review. Information and Software Technology. 2021, 136, 106589. https://doi.org/10.1016/j.infsof.2021.106589

Varadarajan, S.; Ladage, S. Exploring the role of scaffolds in problem-based learning (PBL) in an undergraduate chemistry laboratory. Chemistry Education Research and Practice. 2022, 23 (1), 159–172. https://doi.org/10.1039/d1rp00180a

Wandira, B.; Pulungan, A. H.; Hadinata, R. Problem-based learning in elementary school: what strategies help elementary students develop? Education. 2023, 83, 3-13. https://doi.org/10.1080/03004279.2023.2240818

Xiao, Y.; Watson, M. Guidance on Conducting a Systematic Literature Review. Journal of Planning Education and Research. 2019, 39 (1), 93–112. https://doi.org/10.1177/0739456X17723971

Yerimadesi, Y.; Warlinda, Y. A.; Rosanna, D. L.; Sakinah, M.; Putri, E. J.; Guspatni, G.; Andromeda, A. Guided discovery learning-based chemistry e-module and its effect on students’ higher-order thinking skills. Jurnal Pendidikan IPA Indonesia. 2023, 12 (1), 168–177. https://doi.org/10.15294/jpii.v12i1.42130

Yin Peen, T.; Yusof Arshad, M. Teacher and student questions: A case study in Malaysian secondary school problem-based learning. Asian Social Science. 2014, 10 (4), 174–182. https://doi.org/10.5539/ass.v10n4p174

Yoon, H.; Woo, A. J.; Treagust, D.; Chandrasegaran, A. L. The Efficacy of Problem-based Learning in an Analytical Laboratory Course for Pre-service Chemistry Teachers. International Journal of Science Education. 2014, 36 (1), 79–102. https://doi.org/10.1080/09500693.2012.727041

Zarate, D.; Stavropoulos, V.; Ball, M.; de Sena Collier, G.; Jacobson, N. C. Exploring the digital footprint of depression: a PRISMA systematic literature review of the empirical evidence. BMC Psychiatry. 2022, 22 (1), 1–25. https://doi.org/10.1186/s12888-022-04013-y

Zubaidah, S. Keterampilan abad ke-21: Keterampilan yang diajarkan melalui pembelajaran. In Seminar Nasional Pendidikan. 2016, 2 (2), 1–17.

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

Copyright (c) 2025 Eclética Química

Metrics

PDF views
69
May 19 '25May 22 '25May 25 '25May 28 '25May 31 '25Jun 01 '25Jun 04 '25Jun 07 '25Jun 10 '25Jun 13 '25Jun 16 '2511
|