Characteristics of Classical Mechanics Misconceptions and the Effectiveness of Problem-Based Learning: A Systematic Literature Review
DOI:
https://doi.org/10.47945/create.v1i1.3356Keywords:
Problem-Based Learning, Misconceptions, Classical Mechanics, Kinematics, Newtonian Dynamics, Systematic Literature ReviewAbstract
Students’ misconceptions in classical mechanics are often resistant to change and may persist after conventional instruction, while Problem-Based Learning (PBL) is frequently recommended as a potential solution. However, evidence from Indonesia concerning both issues remains fragmented across small-scale studies using different instruments. This systematic literature review, reported with reference to PRISMA 2020, addressed two questions: (1) what characteristics of misconceptions have been reported in kinematics and Newtonian dynamics, and (2) what evidence exists regarding the effectiveness of PBL for conceptual understanding and misconception reduction in classical mechanics. Peer-reviewed journal articles published from 2016 to 2026 in Indonesian or English were identified through Google Scholar and supplementary databases, screened according to eligibility criteria, and synthesized thematically alongside descriptive comparisons of reported statistics. Six studies met the main inclusion criteria, supplemented by one PBL retention study on a non-mechanics topic. In kinematics, reported misconception rates ranged from 26.7% (general kinematics) to 40.67% (free-fall motion). In dynamics, the average misconception rate reached 61.10%, while misconceptions concerning weight force reached 86.36%, primarily because of confusion between mass and weight. PBL studies consistently reported higher posttest scores or N-gain values than conventional instruction (e.g., N-gain 0.67 vs. 0.42). However, none of the intervention studies used misconception-specific diagnostic tests, reported standardized effect sizes, or conducted delayed posttests. Thus, the available evidence supports the cautious conclusion that PBL improves conceptual understanding in mechanics, whereas claims concerning misconception reduction and long-term retention remain insufficiently supported. Future research should integrate scaffolded PBL with tiered diagnostic assessments, report standardized effect sizes, and include delayed measurements to distinguish immediate learning gains from sustained conceptual change.
References
Chi, M. T. H. (2005). Commonsense conceptions of emergent processes: Why some misconceptions are robust. Journal of the Learning Sciences, 14(2), 161–199. https://doi.org/10.1207/s15327809jls1402_1
Clement, J. (1982). Students’ preconceptions in introductory mechanics. American Journal of Physics, 50(1), 66–71. https://doi.org/10.1119/1.12989
diSessa, A. A. (1993). Toward an epistemology of physics. Cognition and Instruction, 10(2–3), 105–225. https://doi.org/10.1080/07370008.1985.9649008
Dochy, F., Segers, M., Van den Bossche, P., & Gijbels, D. (2003). Effects of problem-based learning: A meta-analysis. Learning and Instruction, 13(5), 533–568. https://doi.org/10.1016/S0959-4752(02)00025-7
Gurel, D. K., Eryilmaz, A., & McDermott, L. C. (2015). A review and comparison of diagnostic instruments to identify students’ misconceptions in science. EURASIA Journal of Mathematics, Science and Technology Education, 11(5), 989–1008. https://www.ejmste.com/article/a-review-and-comparison-of-diagnostic-instruments-to-identify-students-misconceptions-in-science-4429
Gusenbauer, M., & Haddaway, N. R. (2020). Which academic search systems are suitable for systematic reviews or meta-analyses? Evaluating retrieval qualities of Google Scholar, PubMed, and 26 other resources. Research Synthesis Methods, 11(2), 181–217. https://doi.org/10.1002/jrsm.1378
Hake, R. R. (1998). Interactive-engagement versus traditional methods: A six-thousand-student survey of mechanics test data for introductory physics courses. American Journal of Physics, 66(1), 64–74. https://doi.org/10.1119/1.18809
Halloun, I. A., & Hestenes, D. (1985). Common sense concepts about motion. American Journal of Physics, 53(11), 1056–1065. https://doi.org/10.1119/1.14031
Hermanto, I. M., Nurhayati, N., & Samatowa, L. (2022). Identifikasi profil retensi pengetahuan siswa melalui penerapan model pembelajaran guided context-problem based learning (GC-PBL). Normalita: Jurnal Pendidikan, 10(2), https://ejurnal.pps.ung.ac.id/index.php/JN/article/view/1436
Hestenes, D., Wells, M., & Swackhamer, G. (1992). Force concept inventory. The Physics Teacher, 30(3), 141–158. https://doi.org/10.1119/1.2343497
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
Hmelo-Silver, C. E., Duncan, R. G., & Chinn, C. A. (2007). Scaffolding and achievement in problem-based and inquiry learning: A response to Kirschner, Sweller, and Clark (2006). Educational Psychologist, 42(2), 99–107. https://doi.org/10.1080/00461520701263368
Hong, Q. N., Fàbregues, S., Bartlett, G., Boardman, F., Cargo, M., Dagenais, P., Gagnon, M.-P., Griffiths, F., Nicolau, B., O’Cathain, A., Rousseau, M.-C., Vedel, I., & Pluye, P. (2018). The Mixed Methods Appraisal Tool (MMAT) version 2018 for information professionals and researchers. Education for Information, 34(4), 285–291. https://doi.org/10.3233/EFI-180221
Kirschner, P. A., Sweller, J., & Clark, R. E. (2006). Why minimal guidance during instruction does not work: An analysis of the failure of constructivist, discovery, problem-based, experiential, and inquiry-based teaching. Educational Psychologist, 41(2), 75–86. https://doi.org/10.1207/s15326985ep4102_1
Lazonder, A. W., & Harmsen, R. (2016). Meta-analysis of inquiry-based learning: Effects of guidance. Review of Educational Research, 86(3), 681–718. https://doi.org/10.3102/0034654315627366
Limón, M. (2001). On the cognitive conflict as an instructional strategy for conceptual change: A critical appraisal. Learning and Instruction, 11(4–5), 357–380. https://doi.org/10.1016/S0959-4752(00)00037-2
Mayanti, A., Poluakan, C., & Tumimomor, F. R. (2022). Pengaruh model problem based learning (PBL) menggunakan metode demonstrasi dan eksperimen pada pembelajaran fisika tentang hukum Newton. Charm Sains: Jurnal Pendidikan Fisika, 3(1), 9–14. https://doi.org/10.53682/charmsains.v3i1.144
McDermott, L. C., Rosenquist, M. L., & van Zee, E. H. (1987). Student difficulties in connecting graphs and physics: Examples from kinematics. American Journal of Physics, 55(6), 503–513. https://doi.org/10.1119/1.15104
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, Article n71. https://doi.org/10.1136/bmj.n71
Posner, G. J., Strike, K. A., Hewson, P. W., & Gertzog, W. A. (1982). Accommodation of a scientific conception: Toward a theory of conceptual change. Science Education, 66(2), 211–227. https://doi.org/10.1002/sce.3730660207
Rahayu, P., & Hariyono, E. (2019). Profil penguasaan konsep siswa pada sub materi gerak jatuh bebas dengan menggunakan four tier diagnostic test. Inovasi Pendidikan Fisika, 8(2), https://ejournal.unesa.ac.id/index.php/inovasi-pendidikan-fisika/article/view/27791
Rizqi, M., Yulianawati, D., & Nurjali. (2020). Efektifitas model pembelajaran problem based learning terhadap kemampuan pemahaman konsep fisika siswa. Jurnal Pendidikan Fisika dan Sains, 3(2), 43–47. https://doi.org/10.52188/jpfs.v3i2.80
Rutten, N., van Joolingen, W. R., & van der Veen, J. T. (2012). The learning effects of computer simulations in science education. Computers & Education, 58(1), 136–153. https://doi.org/10.1016/j.compedu.2011.07.017
Silaban, B., Surbakti, M. B., Silaban, I. J. A., & Purba, J. (2024). Identifikasi miskonsepsi peserta didik SMA melalui tes diagnostik four-tier pada hukum Newton. Lensa: Jurnal Kependidikan Fisika, 12(2), 260–274. https://doi.org/10.33394/j-lkf.v12i2.13688
Strobel, J., & van Barneveld, A. (2009). When is PBL more effective? A meta-synthesis of meta-analyses comparing PBL to conventional classrooms. Interdisciplinary Journal of Problem-Based Learning, 3(1), 44–58. https://doi.org/10.7771/1541-5015.1046
Sutrisno, A. D. (2019). Survey pemahaman konsep dan identifikasi miskonsepsi siswa SMA pada materi kinematika gerak. WaPFi (Wahana Pendidikan Fisika), 4(1), 106–112. https://doi.org/10.17509/wapfi.v4i1.15796
Thomas, J., & Harden, A. (2008). Methods for the thematic synthesis of qualitative research in systematic reviews. BMC Medical Research Methodology, 8, Article 45. https://doi.org/10.1186/1471-2288-8-45
Ubaidilah, A. (2025). Penerapan model problem based learning untuk meningkatkan pemahaman konsep fisika siswa SMA Negeri 1 Gunungsari. Journal of Science and Mathematics Education, 1(2), 26–31. https://doi.org/10.70716/josme.v1i2.168
Wieman, C. E., Adams, W. K., & Perkins, K. K. (2008). PhET: Simulations that enhance learning. Science, 322(5902), 682–683. https://doi.org/10.1126/science.1161948
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Pitri Hatin, Nur Natasya Waode

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
CREAT: Contemporary Research in Education and Teaching publishes all articles under the Creative Commons Attribution–ShareAlike 4.0 International License (CC BY-SA 4.0) . This licensing policy supports the principles of open access, scholarly communication, knowledge dissemination, academic collaboration, and the responsible reuse of published research.
The application of the CC BY-SA 4.0 license allows readers, researchers, educators, institutions, and other users to access, reuse, share, and adapt the scholarly works published by CREAT: Contemporary Research in Education and Teaching, subject to the terms and conditions of the license. The policy is intended to maximize the accessibility and impact of scholarly knowledge while ensuring that the contributions of the original authors and the journal are properly recognized.
Under the Creative Commons Attribution–ShareAlike 4.0 International License (CC BY-SA 4.0), users are granted permission to copy, reproduce, distribute, display, perform, remix, transform, and build upon the published material in any medium or format. These permissions may be exercised for both non-commercial and commercial purposes, provided that the applicable requirements of the license are fulfilled.
The license is designed to facilitate the broad dissemination and reuse of scholarly knowledge while maintaining appropriate attribution to the original author(s) and publication. Users are responsible for ensuring that their use of the material complies with the terms of the CC BY-SA 4.0 license and applicable laws.
The CC BY-SA 4.0 license permits users to undertake the following activities:
Share: Users may copy and redistribute the published material in any medium or format. This includes sharing the work through educational platforms, institutional repositories, academic databases, websites, digital libraries, and other lawful channels.
Adapt: Users may remix, transform, translate, modify, and build upon the published material for any purpose, including commercial purposes, provided that appropriate attribution is given and the resulting adapted material is distributed in accordance with the ShareAlike requirement.
These permissions are granted for the duration of applicable copyright and related rights, subject to compliance with the conditions of the CC BY-SA 4.0 license.
Any reproduction, distribution, reuse, adaptation, translation, or other permitted use of material published by CREAT: Contemporary Research in Education and Teaching must provide appropriate credit to the original author(s).
Attribution should identify, where reasonably practicable, the name of the author(s), the title of the work, the journal in which the work was published, and the original publication or source. Users should also provide a link to the original work when such a link is reasonably available.
Users must provide a link to the CC BY-SA 4.0 license and clearly indicate whether any changes were made to the original material.
Attribution may be provided in any reasonable manner appropriate to the medium, context, and method of reuse. However, attribution must not be presented in a manner that suggests that the original author(s), CREAT: Contemporary Research in Education and Teaching, or its publisher endorses the subsequent use, adaptation, or user.
A fundamental condition of the CC BY-SA 4.0 license is the ShareAlike requirement. When a user creates an adaptation, transformation, translation, remix, or other derivative work based on material published by CREAT: Contemporary Research in Education and Teaching, the resulting material must be distributed under the same CC BY-SA 4.0 license or under a license identified by Creative Commons as compatible with the ShareAlike requirement.
The ShareAlike requirement is intended to ensure that adaptations and derivative scholarly works remain available for further access, reuse, and development under terms that preserve the same essential freedoms granted by the original license.
Users may not distribute an adapted version under terms that prevent subsequent users from exercising the permissions granted by the applicable ShareAlike license.
Users may not apply legal terms, contractual conditions, digital rights management systems, technological protection measures, or other restrictions that legally prevent others from exercising the freedoms granted by the CC BY-SA 4.0 license.
Any redistribution or adaptation must preserve the rights and freedoms granted under the applicable license. Users are expected to avoid practices that unnecessarily restrict access to the licensed material or its lawful adaptations.
Authors retain copyright and other applicable rights in their scholarly works, subject to the terms of the publication agreement established with CREAT: Contemporary Research in Education and Teaching. Publication under the CC BY-SA 4.0 license does not, by itself, transfer copyright ownership from the author(s) to the journal.
The CC BY-SA 4.0 license provides the public with permissions to reuse and adapt the published work while preserving appropriate recognition of the original author(s). Authors remain responsible for ensuring that their submitted work complies with applicable copyright, intellectual property, ethical, and legal requirements.
Not all materials appearing within a published article are necessarily covered by the CC BY-SA 4.0 license. Third-party content, including photographs, figures, tables, instruments, datasets, illustrations, quotations, or other copyrighted materials, may be subject to separate copyright or licensing conditions.
Where third-party material is included in an article and is not covered by the journal's CC BY-SA 4.0 license, the applicable rights and licensing conditions should be identified appropriately. Users intending to reuse such material are responsible for determining whether additional permission is required and for obtaining authorization from the relevant rights holder when necessary.
Users are not required to comply with the CC BY-SA 4.0 license for material that is already in the public domain or where a particular use is permitted by an applicable copyright exception or limitation.
Such uses remain subject to the applicable laws, regulations, and legal provisions governing the material. The existence of the CC BY-SA 4.0 license does not eliminate or restrict rights that users may independently possess under applicable copyright law.
The CC BY-SA 4.0 license does not necessarily grant permission to use personal data, publicity rights, privacy rights, trademarks, patents, or other rights that may be relevant to a particular use of the published material. Users are responsible for determining whether additional rights or permissions are required for their intended use.
The license also does not constitute a warranty that all permissions necessary for every possible use have been granted. Users should independently evaluate the legal, ethical, and academic implications of their intended reuse.
Although the CC BY-SA 4.0 license permits extensive reuse and adaptation, all users are expected to maintain academic integrity and responsible scholarly practice. Reuse, translation, adaptation, redistribution, or incorporation of published material must not misrepresent the original authorship, research methodology, findings, interpretation, or conclusions.
Any substantial modification, translation, adaptation, or transformation of published material should be clearly identified so that readers can distinguish the original work from the subsequent contribution.
Users are encouraged to preserve accurate bibliographic information and provide sufficient attribution to enable readers to locate and consult the original publication.
The adoption of the CC BY-SA 4.0 license reflects the commitment of CREAT: Contemporary Research in Education and Teaching to open scholarly communication and the broad dissemination of research findings. The license enables researchers, educators, students, institutions, and practitioners to access and reuse published knowledge while preserving attribution and the continued openness of adapted works.
Through this licensing policy, the journal encourages legitimate educational, academic, research, and professional uses of its published content and supports the development of new knowledge and scholarly contributions based on previously published research.
The complete terms and conditions of the Creative Commons Attribution–ShareAlike 4.0 International License (CC BY-SA 4.0) are available through the official Creative Commons website:
Creative Commons Attribution–ShareAlike 4.0 International (CC BY-SA 4.0)
Users are encouraged to review the complete license terms before undertaking substantial reproduction, redistribution, adaptation, translation, commercial use, or other reuse of articles published by CREAT: Contemporary Research in Education and Teaching.
By publishing under the Creative Commons Attribution–ShareAlike 4.0 International License (CC BY-SA 4.0), CREAT: Contemporary Research in Education and Teaching supports open access, responsible scholarly communication, broad dissemination of research, educational reuse, academic collaboration, and the development of derivative scholarly works, while requiring appropriate attribution and preservation of the same licensing freedoms for adaptations.
The journal expects all authors, readers, researchers, educators, institutions, and other users to respect the terms of the CC BY-SA 4.0 license and to uphold the principles of academic integrity, transparency, responsible attribution, and ethical scholarly communication.



