Improving Students’ Learning Outcomes in Problem Solving Through Problem Solving Method: Systematic Literature Review

Authors

  • Salwa Aiyesi Aiyesi Universitas Negeri Yogyakarta, Indonesia
  • Sri Bona Ayu Universitas Negeri Yogyakarta, Indonesia
  • Heru Kuswanto Universitas Negeri Yogyakarta, Indonesia
  • Pretty Oktianti Menur Kusuma Putri Guizhou University, China

DOI:

https://doi.org/10.21831/jipi.v12i1.82372

Keywords:

Improvement, Problem Solving, Student

Abstract

Problem-solving must be owned by students in learning process, which is the ability of students to solve physics problems effectively. Ineffective problem solving skills will impact on students’ learning outcomes. Then, structured and appropriate efforts are needed to improve students’ ability to solve physics problems. The particular study employed the Systematic Literature Review (SLR) method, which is designed to systematically identify, categorize, review, evaluate, and interpret relevant journal articles based on criteria. The SLR approach followed a structured and replicable process that ensures transparency and rigor in synthesizing existing research following the research objectives. The findings indicated that the difficulties experienced by students in learning physics are caused by several factors, such as: students’ thoughts that always consider physics as a difficult subject, the use of inappropriate learning methods, and limited facilities and infrastructure to support learning. In addition, there are internal factors, such as students difficulties in adapting to learning and the differences in students’ learning styles

References

Andrews-Todd, J., Jiang, Y., Steinberg, J., Pugh, S. L., & D'Mello, S. K. (2023). Investigating collaborative problem solving skills and outcomes across computer-based tasks. Computers and Education, 207. https://doi.org/10.1016/j.compedu.2023.104928

Aulia, J., Permana P, N. D., Zarkasih, Z., & Nova, T. L. (2020). Meta-Analisis Pengaruh Penerapan Pendekatan Saintifik Berbantuan Komik terhadap Hasil Belajar IPA Siswa SMP. Journal of Natural Science and Integration, 3(1), 70. https://doi.org/10.24014/jnsi.v3i1.9617

Bajracharya, R. R., Emigh, P. J., & Manogue, C. A. (2019). Students' strategies for solving a multirepresentational partial derivative problem in thermodynamics. Physical Review Physics Education Research, 15(2). https://doi.org/10.1103/PhysRevPhysEducRes.15.020124

Becker, S., Kí¼chemann, S., Klein, P., Lichtenberger, A., & Kuhn, J. (2022). Gaze patterns enhance response prediction: More than correct or incorrect. Physical Review Physics Education Research, 18(2). https://doi.org/10.1103/PhysRevPhysEducRes.18.020107

Burkholder, E., Salehi, S., Sackeyfio, S., Mohamed-Hinds, N., & Wieman, C. (2022). Equitable approach to introductory calculus-based physics courses focused on problem solving. Physical Review Physics Education Research, 18(2). https://doi.org/10.1103/PhysRevPhysEducRes.18.020124

Busnawir dan Asrul Sani. (2018). Pengukuran kemampuan berpikir kreatif matematika tinjauanmelalui pembelajaran berbasis problem solving dan gaya belajar (M. Sc. ,Ph. D. Prof. Asrul Sani, Ed.; buku). CV. Adanu Abimata.

Ceuppens, S., Bollen, L., Deprez, J., Dehaene, W., & De Cock, M. (2019). 9th grade students' understanding and strategies when solving x (t) problems in 1D kinematics and y (x) problems in mathematics. Physical Review Physics Education Research, 15(1). https://doi.org/10.1103/PhysRevPhysEducRes.15.010101

Chen, O., Retnowati, E., & Kalyuga, S. (2020). Element interactivity as a factor influencing the effectiveness of worked example–problem solving and problem solving–worked example sequences. British Journal of Educational Psychology, 90(S1), 210–223. https://doi.org/10.1111/bjep.12317

Chevalère, J., Lazarides, R., Yun, H. S., Henke, A., Lazarides, C., Pinkwart, N., & Hafner, V. V. (2023). Do instructional strategies considering activity emotions reduce students' boredom in a computerized open-ended learning environment? Computers and Education, 196. https://doi.org/10.1016/j.compedu.2023.104741

Dafik, Kadir, Maryati, T. K., Sufirman, & Ridlo, Z. R. (2023). The analysis of the implementation of RBL-STEM learning materials in improving student's meta-literacy ability to solve wallpaper decoration problems using local antimagic graph coloring techniques. Heliyon, 9(6). https://doi.org/10.1016/j.heliyon.2023.e17433

Dí­az, V. (2022). Ability of engineering undergraduates to solve real function limit problems Capacidad de los estudiantes de ingenierí­a para resolver problemas de lí­mite de funciones reales. In Revista chilena de ingenierí­a (Vol. 30, Issue 4). https://orcid.org/0000-0001-5483-3428

Fischer, K., Sullivan, A. M., Cohen, A. P., King, R. W., Cockrill, B. A., & Besche, H. C. (2023). Using cognitive load theory to evaluate and improve preparatory materials and study time for the flipped classroom. BMC Medical Education, 23(1). https://doi.org/10.1186/s12909-023-04325-x

Galitskaya, V., & Drigas, A. S. (2023). Mobiles & ICT Based Interventions for Learning Difficulties in Geometry. International Journal of Engineering Pedagogy, 13(4), 21–36. https://doi.org/10.3991/ijep.v13i4.36309

Garg, V., Deep, K., & Bansal, S. (2023). Improved Teaching Learning Algorithm with Laplacian operator for solving nonlinear engineering optimization problems. Engineering Applications of Artificial Intelligence, 124. https://doi.org/10.1016/j.engappai.2023.106549

He, S., Shi, X., Choi, T.-H., & Zhai, J. (2023). How do students'roles in collaborative learning affect collaborative problem-solving competency? A systematic review of research. Thinking Skills and Creativity, 50, 101423. https://doi.org/10.1016/j.tsc.2023.101423

Irfan Taufari Asfar Syarif Nur. (2018). Model Pembelajaran PPS (Problem Posing dan Solving). (Hani Wijayanti, Ed.). CV Jejak .

Jian, Y. C. (2022). Influence of science text reading difficulty and hands-on manipulation on science learning: An eye-tracking study. Journal of Research in Science Teaching, 59(3), 358–382. https://doi.org/10.1002/tea.21731

Karnam, D., Mashood, K. K., & Sule, A. (2020). Do student difficulties with vectors emerge partly from the limitations of static textbook media? European Journal of Physics, 41(3). https://doi.org/10.1088/1361-6404/ab782e

Kenneth Heller and Patricia Heller. (2010). Cooperative Problem Solving in Physics A User's Manual (Department of Education, Ed.). National Science Foundation, University of Minnesota, and U.S.

Lin, M., Liu, L. Y. J., & Pham, T. N. (2023). Towards developing a critical learning skills framework for master's students: Evidence from a UK university. Thinking Skills and Creativity, 48. https://doi.org/10.1016/j.tsc.2023.101267

Loibl, K., & Leukel, C. (2023). Problem-solving prior to instruction in learning motor skills - Initial self-determined practice improves javelin throwing performance. Learning and Instruction, 88. https://doi.org/10.1016/j.learninstruc.2023.101828

Manurung, S. R., & Panggabean, D. D. (2020). Improving students' thinking ability in physics using interactive multimedia based problem solving. Cakrawala Pendidikan, 39(2), 460–470. https://doi.org/10.21831/cp.v39i2.28205

Pals, F. F. B., Tolboom, J. L. J., & Suhre, C. J. M. (2023). Development of a formative assessment instrument to determine students' need for corrective actions in physics: Identifying students' functional level of understanding. Thinking Skills and Creativity, 50. https://doi.org/10.1016/j.tsc.2023.101387

Pathoni, H., Kurniawan, W., Muliawati, L., Kurniawan, D. A., Dari, R. W., Ningsi, A. P., & Romadona, D. D. (2020). The effect of science process skills on study critical thinking ability in scientific learning. Universal Journal of Educational Research, 8(11), 5648–5659. https://doi.org/10.13189/ujer.2020.081169

Pereira, T., Castro, M. A., Villafaina, S., Santos, A. C., & Fuentes-Garcí­a, J. P. (2020). Dynamics of the prefrontal cortex during chessbased problem-solving tasks in competition-experienced chess players: An fnir study. Sensors (Switzerland), 20(14), 1–12. https://doi.org/10.3390/s20143917

Prahani, B. K., Rizki, I. A., Nisa, K., Citra, N. F., Alhusni, H. Z., & Wibowo, F. C. (2022). IMPLEMENTATION OF ONLINE PROBLEM-BASED LEARNING ASSISTED BY DIGITAL BOOK WITH 3D ANIMATIONS TO IMPROVE STUDENT'S PHYSICS PROBLEM-SOLVING SKILLS IN MAGNETIC FIELD SUBJECT. Journal of Technology and Science Education, 12(2), 379–396. https://doi.org/10.3926/jotse.1590

Prastiti, T. D. (2020). Problem-based learning on the learning perseverance of indonesian senior high school students in solving mathematical problems. Bolema - Mathematics Education Bulletin, 64(68), 1206–1220. https://doi.org/10.1590/1980-4415v34n68a17

Puspitaningtyas, E., Putri, E. F. N., Umrotul, & Sutopo. (2021). Analysis of high school students' mastery in light wave theory using structured inquiry learning assisted by a virtual laboratory. Revista Mexicana de Fisica E, 18(1), 10–22. https://doi.org/10.31349/REVMEXFISE.18.10

Risma Anita puriani dan ratna Sari Dewi. (2020). Konsep Adversity dan Problem Solving Skill (Armitha Mukhromah dan Nur Sharfina aprilliani, Ed.; book). Bening Media Publishing.

Rohmah, M., & Sutiarso, S. (2018). Analysis problem solving in mathematical using theory Newman. Eurasia Journal of Mathematics, Science and Technology Education, 14(2), 671–681. https://doi.org/10.12973/ejmste/80630

Ryan, Q. X., Wilcox, B. R., & Pollock, S. J. (2018a). Student difficulties with boundary conditions in the context of electromagnetic waves. Physical Review Physics Education Research, 14(2), 020126. https://doi.org/10.1103/PhysRevPhysEducRes.14.020126

Ryan, Q. X., Wilcox, B. R., & Pollock, S. J. (2018b). Student difficulties with boundary conditions in the context of electromagnetic waves. Physical Review Physics Education Research, 14(2). https://doi.org/10.1103/PhysRevPhysEducRes.14.020126

Sartika, D., & Humairah, N. A. (2018). Analyzing Students' Problem Solving Difficulties on Modern Physics. Journal of Physics: Conference Series, 1028(1). https://doi.org/10.1088/1742-6596/1028/1/012205

Shabrina, & Kuswanto, H. (2018). Android-assisted mobile physics learning through indonesian batik culture: Improving students' creative thinking and problem solving. International Journal of Instruction, 11(4), 287–302. https://doi.org/10.12973/iji.2018.11419a

Silva, M. J. (2023). A didactic model to support the use of senses and sensors in environmental education problem solving. Australian Journal of Environmental Education, 39(1), 108–124. https://doi.org/10.1017/aee.2022.22

Sri Purwanti dan Sondang Manurung. (2015). ANALISIS PENGARUH MODEL PEMBELAJARAN PROBLEM SOLVING DAN SIKAP ILMIAH TERHADAP HASIL BELAJAR FISIKA. Jurnal Pendidikan Fisika, Vol. 4 No. 1, 58–58.

Stewart, J., Cochran, G. L., Henderson, R., Zabriskie, C., Devore, S., Miller, P., Stewart, G., & Michaluk, L. (2021). Mediational effect of prior preparation on performance differences of students underrepresented in physics. Physical Review Physics Education Research, 17(1). https://doi.org/10.1103/PhysRevPhysEducRes.17.010107

Sutama, S., Fuadi, D., Narimo, S., Hafida, S. H. N., Novitasari, M., Anif, S., Prayitno, H. J., Sunanih, S., & Adnan, M. (2022). Collaborative mathematics learning management: Critical thinking skills in problem solving. International Journal of Evaluation and Research in Education, 11(3), 1015–1027. https://doi.org/10.11591/ijere.v11i3.22193

Sutarja, M. C., & Wulandari, A. Y. R. (2021). Identifying students' difficulty in the basic of thermodynamics. Journal of Physics: Conference Series, 2126(1). https://doi.org/10.1088/1742-6596/2126/1/012010

Syahmani, Suyono, & Imam Supardi, Z. A. (2020). Effectiveness of i-smart learning model using chemistry problems solving in senior high school to improve metacognitive skills and students' conceptual understanding. Pedagogika, 138(2), 37–60. https://doi.org/10.15823/p.2020.138.3

Tanna, P., Lathigara, A., & Bhatt, N. (2022). Implementation of Problem Based Learning to Solve Real Life Problems. In Journal of Engineering Education Transformations (Vol. 35).

Tu, J. C., Lo, T. Y., & Zhang, X. Y. (2023). Applying the ATDE-based model of teaching creativity to improvement of students' learning in a design practice course. Thinking Skills and Creativity, 48. https://doi.org/10.1016/j.tsc.2023.101293

Walsh, C., Lewandowski, H. J., & Holmes, N. G. (2022). Skills-focused lab instruction improves critical thinking skills and experimentation views for all students. Physical Review Physics Education Research, 18(1). https://doi.org/10.1103/PhysRevPhysEducRes.18.010128

Waruwu, M., Dwikurnaningsih, Y., & Satyawati, S. T. (2023). Online-based activities to improve students' critical thinking, problem solving, and communication. International Journal of Evaluation and Research in Education, 12(3), 1645–1653. https://doi.org/10.11591/ijere.v12i3.24719

Wilcox, B. R., & Corsiglia, G. (2019). Cross-context look at upper-division student difficulties with integration. Physical Review Physics Education Research, 15(2). https://doi.org/10.1103/PhysRevPhysEducRes.15.020136

Yayuk, E., & Husamah, H. (2020). The difficulties of prospective elementary school teachers in item problem solving for mathematics: Polya's steps. Journal for the Education of Gifted Young Scientists, 8(1), 361–378. https://doi.org/10.17478/jegys.665833

Downloads

Published

2026-05-25

How to Cite

Aiyesi, S. A., Ayu, S. B., Kuswanto, H., & Menur Kusuma Putri, P. O. (2026). Improving Students’ Learning Outcomes in Problem Solving Through Problem Solving Method: Systematic Literature Review. Jurnal Inovasi Pendidikan IPA, 12(1). https://doi.org/10.21831/jipi.v12i1.82372

Issue

Section

Articles

Citation Check