Improving Students' Computational Skills through the Implementation of Problem-Solving Laboratory Learning Models
DOI:
https://doi.org/10.26618/jpf.v12i3.10946Keywords:
alternating current, computational thinking, learning model, problem-solving laboratoryAbstract
In the digital era, computational thinking skills are essential for students to succeed in science education, including physics. However, traditional teaching methods often fail to cultivate these skills effectively. This study aimed to evaluate the effectiveness of the problem-solving laboratory learning model in enhancing students' computational thinking skills, specifically in alternating current electricity topics. The research employed a pre-experimental design with a one-group pre-test and post-test approach, involving 35 twelfth-grade students from a public high school in Banjar City, West Java, Indonesia. Data were collected using observation sheets to assess problem-solving laboratory implementation and computational thinking skill tests. The problem-solving laboratory model was implemented effectively, achieving an average implementation success rate of 78.4%. The analysis revealed a significant improvement in students' computational thinking skills, with an average N-gain score of 0.73, categorized as high. Among the computational thinking indicators, abstraction showed the highest improvement, followed by decomposition, data analysis, pattern recognition, and algorithmic thinking. These results suggest that the problem-solving laboratory model provides an effective framework for fostering computational thinking skills through hands-on problem-solving activities and structured learning processes. The study recommends integrating the problem-solving laboratory model into other physics topics and broader educational contexts to enhance students' 21st-century competencies. Future research should consider incorporating control groups and extending the scope to explore long-term impacts across diverse learning environments.References
Asdar, A., Nurlina, N., & Handayani, Y. (2020). Application of problem based learning model to enhance students’ physics learning outcomes at class XI MIPA 3 SMA Negeri 8 Gowa. Jurnal Pendidikan Fisika, 8(3), 310–318. https://doi.org/10.26618/jpf.v8i3.3938
Azizah, N., & Edie, S. S. (2014). Pendekatan problem solving laboratory untuk meningkatkan kreatifitas dan hasil belajar siswa kelas XI MA Al Asror Gunungpati Semarang. UPEJ Unnes Physics Education Journal, 3(3), 28-33. https://doi.org/10.15294/upej.v3i3.4328
Barr, V., & Stephenson, C. (2011). Bringing computational thinking to K-12: What is involved and what is the role of the computer science education community?. Acm Inroads, 2(1), 48–54. https://doi.org/10.1145/1929887.1929905
Batul, F. A., Pambudi, D. S., & Prihandoko, A. C. (2022). Pengembangan perangkat pembelajaran model sscs dengan pendekatan rme dan pengaruhnya terhadap kemampuan berpikir komputasional. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 11(2), 1282-1296. https://doi.org/10.24127/ajpm.v11i2.5074
Dishon, G., & Gilead, T. (2021). Adaptability and its discontents: 21st-century skills and the preparation for an unpredictable future. British Journal of Educational Studies, 69(4), 393–413. https://doi.org/10.1080/00071005.2020.1829545
Gürses, A., Açıkyıldız, M., Doğar, Ç., & Sözbilir, M. (2007). An investigation into the effectiveness of problem‐based learning in a physical chemistry laboratory course. Research in Science & Technological Education, 25(1), 99–113. https://doi.org/10.1080/02635140601053641
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, 64–74. https://doi.org/10.1119/1.18809
Heller, K., & Heller, P. (2012). Physics education research and development group problem solving labs: frequently asked questions about our problem-solving labs. Department of Physics University of Minnesota [Online] Available at: Http://Www. Umn. Edu/612-625-5000.
Irwansyah, F. S., Yusuf, Y. M., Sugilar, H., Nasrudin, D., Ramdhani, M. A., & Salamah, U. (2019). Implementation of fun science learning to increase elementary school students’ skill in science and technology. Journal of Physics: Conference Series, 1318, 1-6. Doi. 10.1088/1742-6596/1318/1/012063
Jamna, N. D., Hamid, H., & Bakar, M. T. (2022). Analisis kemampuan berpikir komputasi matematis siswa SMP pada materi persamaan kuadrat. Jurnal Pendidikan Guru Matematika, 2(3). https://doi.org/10.33387/jpgm.v2i3.5149
Kadir, H. D., Arsyad, M., & Marisda, D. H. (2020). Implementation of problem solving methods in elasticity course. Jurnal Pendidikan Fisika, 8(3), 279–285. https://doi.org/10.26618/jpf.v8i3.3803
Kamil, M. R. (2021). Analisis kemampuan berpikir komputasional matematis Siswa Kelas IX SMP Negeri 1 Cikampek pada materi pola bilangan. AKSIOMA: Jurnal Matematika dan Pendidikan Matematika, 12(2), 259–270. https://doi.org/10.26877/aks.v12i2.8447
Kramer, J. (2007). Is abstraction the key to computing?. Communications of the ACM, 50(4), 36–42. https://doi.org/10.1145/1232743.1232745
Leite, L., & Dourado, L. (2013). Laboratory activities, science education and problem-solving skills. Procedia-Social and Behavioral Sciences, 106, 1677–1686. https://doi.org/10.1016/j.sbspro.2013.12.190
Malik, A., Yuningtias, U. A., Mulhayatiah, D., Chusni, M. M., Sutarno, S., Ismail, A., & Hermita, N. (2019). Enhancing problem-solving skills of students through problem solving laboratory model related to dynamic fluid. Journal of Physics: Conference Series, 1157, 1-6. doi:10.1088/1742-6596/1157/3/032010
Mariati, P. S. (2012). Pengembangan model pembelajaran fisika berbasis problem solving untuk meningkatkan kemampuan metakognisi dan pemahaman konsep mahasiswa. Jurnal Pendidikan Fisika Indonesia, 8(2), 152-160. https://doi.org/10.15294/jpfi.v8i2.2155
Muhajir, S. N., Mahen, E. C. S., Yuningsih, E. K., & Rochman, C. (2015). Implementasi model problem solving laboratory untuk meningkatkan kemampuan literasi sains mahasiswa pada mata kuliah fisika dasar II. Prosiding Simposium Nasional Inovasi dan Pembelajaran Sains, 549-552.
Mulhayatiah, D., Fitriyanti, N., Setya, W., Suhendi, H. Y., Nasrudin, D., & Malik, A. (2019). Implementation of OPTIKU pocket book based Android for enhancing problem solving ability. Journal of Physics: Conference Series, 1402, 1-4. Doi. 10.1088/1742-6596/1402/4/044100
Nasrudin, D., Rochman, C., Dirgantara, Y., & Suhada, I. (2017). Mengukur efektivitas peer teaching dalam pembelajaran fisika. Seminar Nasional Fisika (SiNaFi), 1(1), 318–332.
Oliveira, K. K. de S., & de Souza, R. A. C. (2022). Digital transformation towards education 4.0. Informatics in Education, 21(2), 283–309. https://doi.org/10.15388/infedu.2022.13
Parlons. (2018). Computational thinking framework 2018. Let’s Talk Science
Putri, M. R., Ristanto, S., Nuvitalia, D., & Saptaningrum, E. (2022). Need assessment pengembangan model pembelajaran yang bertujuan untuk meningkatkan kemampuan berpikir komputasional siswa. Prosiding Seminar Nasional Lontar Physics Forum, 155–160.
Rahayu, Y. N., Nasrudin, D., Nardiatun, S. H., & Millah, M. F. (2018). Modified student activity sheet and improving problem solving skill. Proceedings of the 1st International Conference on Educational Sciences, 2, 309-313.
Rochman, C., Nasrudin, D., & Kariadinata, R. (2017). Authentic assessment based on teaching and learning trajectory. Prosiding International Conference on Sociology Education Bandung, 1, 174-177.
Santoso, H., Rochadiani, T. H., & Mayatopani, H. (2020). Pengembangan berpikir komputasional melalui pemrograman dasar dengan mit app inventor. Jurnal Pengabdian Masyarakat, 1(1), 1–10.
Sari, S., Rohmah, S., Sobandi, O., & Nasrudin, D. (2020). Project based learning to develop student’s creativities and characters in designing experiments. Journal of Physics: Conference Series, 1521, 1-6. Doi. 10.1088/1742-6596/1521/4/042086
Satria, E., Sa’ud, U. S., Sopandi, W., Tursinawati, T., Rahayu, A. H., & Anggraeni, P. (2022). Pengembangan media animasi interaktif dengan pemograman scratch untuk mengenalkan keterampilan berpikir komputasional. Jurnal Cerdas Proklamator, 10(2), 217–228. https://doi.org/10.37301/cerdas.v10i2.169
Suhendi, H. Y., Mulhayatiah, D., Nasrudin, D., Rochman, C., Malik, A., & Ardiansyah, R. (2023). The application of video based laboratory in vibrations and waves concept. AIP Conference Proceedings, 2646(1), 1-6. https://doi.org/10.1063/5.0113725
Wilujeng, I. T. D., & Suliyanah, S. (2022). The implementation of problem based learning model: an effort in upgrading students’ problem-solving skills. Jurnal Pendidikan Fisika, 10(2), 123–129. https://doi.org/10.26618/jpf.v10i2.7187
Wing, J. M. (2006). Computational thinking. Communications of the ACM, 49(3), 33–35. https://doi.org/10.1145/1118178.1118215
Yadav, A., Zhou, N., Mayfield, C., Hambrusch, S., & Korb, J. T. (2011). Introducing computational thinking in education courses. Proceedings of the 42nd ACM Technical Symposium on Computer Science Education, 465–470. https://doi.org/10.1145/1953163.1953297
Downloads
Additional Files
- Improving Students' Computational Skills through the Implementation of Problem-Solving Laboratory Learning Models
- Improving Students' Computational Skills through the Implementation of Problem-Solving Laboratory Learning Models
- Improving Students' Computational Skills through the Implementation of Problem-Solving Laboratory Learning Models
Published
Issue
Section
License
Copyright:
Authors who publish with this journal agree to the following terms:
1. Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-ShareAlike 4.0 International License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
2. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.
Licence:
Authors are free to:
1. Share: Copy and redistribute the material in any medium or format
2. Adapt: Remix, transform, and build upon the material for any purpose, even commercially.
The licensor cannot revoke these freedoms as long as the authors follow the license terms, which include the following:
1. Attribution: You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
2. ShareAlike: If you remix, transform, or build upon the material, you must distribute your contributions under the same license as the original.
3. No additional restrictions: You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Jurnal Pendidikan Fisika is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.