Does The SETS Model Improve Problem Solving Thinking Ability? Meta-Analysis
DOI:
https://doi.org/10.56910/literacy.v2i3.1043Keywords:
Model SETS, Education, Effect Size, Troubleshooting, Meta-analysisAbstract
This study aims to determine the effect of the SETS learning model to improve students' problem-solving abilities. This type of research is a meta-analysis. This study analyzed 9 national and international journals published from 2020-2023. Data search through google scholar; IEEE; Frontier Journal; ERIC and Taylor of Francis. Selection of data sources through PRISMA method consisting of Identification, Screening, Eligibility and Included. Data analysis with the help of JSAP software. The results of the analysis of 9 effect sizes concluded that the SETS learning mode had a positive effect on students' problem-solving abilities with (z = 6.187; p < 0.001). This finding explains that the SETS learning model has a significant effect on problem-solving ability with high categories ( rE = 0.876). The SETS learning model is effective for teachers to develop in encouraging students' solving skills in learning.
References
Aprianingtyas, M., Physics, S. P., &; Tamansiswa, U. S. (2016). THE INFLUENCE OF THE SETS LEARNING MODEL (SCIENCE, ENVIRONMENT, TECHNOLOGY, AND SOCIETY) ON PHYSICS LEARNING ACHIEVEMENT. Scientific Journal of Physics Education, 3(2), 1–8.
Badawi1*, Sumarno 2, Julham Hukom3 , Agung Prihatmojo4, Abdul Manaf 5 Indah Suciati6, A. R. (2023). Integration of Blended Learning and Project-Based Learning (BPjBL) on Achievement of Students' learning goals: A Meta-analysis study. Pegem Journal of Education and Instruction, 1(4), 4–11. https://doi.org/10.47750/pegegog.1
Balakrishnan, A., Puthean, S., Satheesh, G., Unnikrishnan, M. K., Rashid, M., Nair, S., &; Id, G. T. (2021). Effectiveness of blended learning in pharmacy education : A systematic review and meta-analysis. PLos ONE, 16(6), 1–17. https://doi.org/10.1371/journal.pone.0252461
Balemen, N. (2018). THE EFFECTIVENESS OF PROJECT-BASED LEARNING ON SCIENCE EDUCATION : A META-ANALYSIS SEARCH. International Online Journal of Education and Teaching (IOJET), 5(4), 849–865.
Bengesai, A. V., Amusa, L. B., &; Dhunpath, R. (2023). A meta-analysis on the effect of formal peer learning approaches on course performance in higher education. Cogent Education, 10(1). https://doi.org/10.1080/2331186X.2023.2203990
Borenstein, M., & Hedges, L. V. (2009). Introduction to Meta-Analysis Introduction.
Chamdani et al. (2022). META-ANALYSIS STUDY : THE RELATIONSHIP BETWEEN REFLECTIVE THINKING AND LEARNING ACHIEVEMENT. ERIES Journal, 15(3), 181–188.
Chamidy, T., Degeng, I. N. S., &; Ulfa, S. (2020). The effect of problem-based learning and tacit knowledge on problem-solving skills of students in computer network practice course. Journal for the Education of Gifted Young Scientists, 8(2), 691–700. https://doi.org/10.17478/JEGYS.650400
Cohen, L., Manion, L., Lecturer, P., Morrison, K., &; Lecturer, S. (2007). Research Methods in Education. Routledge is an imprint of the Taylor &; Francis Group, an informa business.
Dewi, P. R., Arnyana, I. B. P., &; Maryam, S. (2020). The Effect of the Integrated Science Learning Model with Vision Sets (Science, Environment, Technology And Society) on Learning Outcomes and Scientific Attitudes of Junior High School Students. Journal of Mathematics, Science, and Learning, 14(2), 177–187. https://ejournal.undiksha.ac.id/index.php/JPM/article/view/18323
Diah, H. R., Dayurni, P., Evasufi, L., &; Fajari, W. (2022). Meta-Analysis Study : The Effect of Android-Based Learning Media on Student Learning Outcomes. INTERNATIONAL JOURNAL OF ASIAN EDUCATION, 3(4), 253–263.
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
Elfira, I., &; Santosa, T. A. (2023). Literature Study : Utilization of the PjBL Model in Science Education to Improve Creativity and Critical Thinking Skills. Journal of Science Education Research, 9(1), 133–143. https://doi.org/10.29303/jppipa.v9i1.2555
Elita, G. S., Habibi, M., Putra, A., &; Ulandari, N. (2019). The Effect of Problem Based Learning with Metacognition Approach on Mathematical Problem Solving Ability. Mosharafa: Journal of Mathematics Education, 8(3), 447–458. https://doi.org/10.31980/mosharafa.v8i3.517
Hendriana, H., Johanto, T., &; Sumarmo, U. (2018). The role of problem-based learning to improve students' mathematical problem-solving ability and self confidence. Journal on Mathematics Education, 9(2), 291–299. https://doi.org/10.22342/jme.9.2.5394.291-300
Hestiana, H., &; Rosana, D. (2020). The Effect of Problem Based Learning Based Socio-Scientific Issues on Scientific Literacy and Problem-Solving Skills of Junior High School Students. Journal of Science Education Research, 4(1), 15–21. https://doi.org/10.21831/jser.v4i1.34234
Hidaayatullaah, H. N., Dwikoranto, Suprapto, N., Mubarok, H., &; Wulandari, D. (2020). Implementation of Problem Based Learning to Train Physics Students' Problem Solving Skills. Journal of Physics: Conference Series, 1491(1). https://doi.org/10.1088/1742-6596/1491/1/012053
Hindriyanto, R. A., Utaya, S., &; Utomo, D. H. (2019). The Effect of Project Based Learning Model on Geography Problem Solving Ability. Journal of Education: Theory, Research, and Development, 4(8), 1092. https://doi.org/10.17977/jptpp.v4i8.12682
Ichsan, Tomi Apra Santosa, Ilwandri, Aulia Sofianora, U. Y. (2022). The Effectiveness of CIPP Model Evaluation in Science Learning in Indonesia: Meta-Analysis. Journal of Education and Counseling, 5(2), 1349–1358.
Indrawati, F. Y., Fatmaryanti, S. D., &; Maftukhin, A. (2019). The Effect of Physics Learning Using the Integrated SETS (Science, Environment, Technology, and Society) Model for Natural Disaster Mitigation on the Analytical and Transferable Skills of Students. Radiation : Periodical Journal of Physics Education, 12(2), 54–60. https://doi.org/10.37729/radiasi.v12i2.52
Intan Permatasari1, Agus Ramdani2*, A. S. (2019). DEVELOPMENT OF SCIENCE, ENVIRONMENT, TECHNOLOGY AND SOCIETY BASED ON SCIENCE INQUIRY IN THE HUMAN REPRODUCTIVE SYSTEM MATERIAL. J. Incandescent MIPA, 13(3), 74–78.
Karantzas, G. C., Avery, M. R., MacFarlane, S., Mussap, A., Tooley, G., Hazelwood, Z., &; Fitness, J. (2013). Enhancing critical analysis and problem-solving skills in undergraduate psychology: An evaluation of a collaborative learning and problem-based learning approach. Australian Journal of Psychology, 65(1), 38–45. https://doi.org/10.1111/ajpy.12009
Khoiriyah, A. J., &; Husamah, H. (2018). Problem-based learning: Creative thinking skills, problem-solving skills, and learning outcome of seventh grade students. JPBI (Indonesian Journal of Biology Education), 4(2), 151–160. https://doi.org/10.22219/jpbi.v4i2.5804
Khoirunnisaa', K., Purwanto, P., Bachri, S., &; Handoyo, B. (2022). Science, Environment, Technology, Society (SETS) learning model integrated google earth to improve problem solving skills of high school students. Journal of Innovative Integration and Harmony of the Social Sciences (JIHI3S), 2(7), 633–645. https://doi.org/10.17977/um063v2i7p633-645
Lestari, P., &; Mulyani, B. (2022). THE INFLUENCE OF THE SETS APPROACH (SCIENCE, ENVIRONMENT, TECHNOLOGY, AND SOCIETY) BASED ON PROJECT BASED LEARNING ON ACID-BASE MATERIAL ON THE ENTREPRENEURIAL INTEREST OF GRADE X STUDENTS OF SMK KESEHATAN DONOHUDAN BOYOLALI. Journal of Chemistry Education, 11(2), 231–238.
Li, S., & Wang, W. (2022). Effect of blended learning on student performance in K-12 settings: A meta-analysis. Journal of Computer Assisted Learning, 38(5), 1254–1272. https://doi.org/10.1111/jcal.12696
Lin, X., Yang, W., Wu, L., Zhu, L., Wu, D., &; Li, H. (2021). Using an Inquiry-Based Science and Engineering Program to Promote Science Knowledge, Problem-Solving Skills and Approaches to Learning in Preschool Children. Early Education and Development, 32(5), 695–713. https://doi.org/10.1080/10409289.2020.1795333
Made, N., Sukmawati, S., Wibawa, I. M. C., & Antara, P. A. (2018). The influence of the Science Environment Technology Society learning model on natural science learning outcomes. Elementary School Scientific Journal, 2(3), 329–337.
Najafi, H., &; Heidari, M. (2018). Blended Learning and Academic Achievement: A Meta-Analysis. Quarterly Journal of Iranian Distance Education (IDEJ), 1(3), 39–48.
NURFITRIYANTi, M. (2016). PROJECT BASED LEARNING MODEL ON PROBLEM SOLVING SKILLS. Formative Journal, 6(2), 149–160.
Nurtamam, M. E., Santosa, T. A., Aprilisia, S., Rahman, A., &; Suharyat, Y. (2023). Meta-analysis : The Effectiveness of Iot-Based Flipped Learning to Improve Students' Problem Solving Abilities. Edumaspul :Journal of Education, 7(1), 1491–1501.
Oktarina, K., Santosa, T. A., Razak, A., &; Ahda, Y. (2021). Meta-Analysis : The Effectiveness of Using Blended Learning on Multiple Intelligences and Student Character Education during the Covid-19 Period. IJECA International Journal of Education &; Curriculum Application, 4(3), 184–192.
Park, S., &; Choi, S. (2015). Effects of Problem-based Learning on the Learning Atti-tudes, Critical Thinking Disposition and Problem-Solving Skills of Nursing Students: Infant Care. Advanced Science and Technology Letters, 103, 192–196. https://doi.org/10.14257/astl.2015.103.41
Putra, M., Rahman, A., Suhayat, Y., Santosa, T. A., &; Putra, R. (2023). The Effect of STEM-Based REACT Model on Students' Critical Thinking Skills : A Meta-Analysis Study. LITERACY : International Scientific Journals Of Social, Education and Humanities, 2(1), 207–217.
Rahman, A. A., Santosa, T. A., Nurtamam, M. E., &; Widoyo, H. (2023). Meta-Analysis : The Effect of Ethnoscience-Based Project Based Learning Model on Students' Critical Thinking Skills. Journal of Science Education Research, 9(9), 611–620. https://doi.org/10.29303/jppipa.v9i9.4871
Rahman, A., Islam, P. A., Bekasi, U. I., Ipa, P., Padang, U. N., Jambi, U., Education, M., Islam, A., Uin, F., &; Bonjol, I. (2023). Meta-Analysis: The Effect of Ethnoscience-based STEM Approaches on Students' Problem-Solving and Creative Thinking Abilities. 3, 2111–2125.
Rasyidi, M. (2020). THE EFFECT OF LEARNING SETS ON THE CRITICAL THINKING SKILLS OF HIGH SCHOOL STUDENTS. NUSRA: Journal of Research and Educational Sciences, 1(2), 157–163.
Razak, Abdul, Santosa, Tomi Apra, Lufri., et al. (2021). Meta-Analysis: The Effect of HOTS (Higher Order Thinking Skill) Questions on Science Literacy Ability and Student Lesson Study on Ecological and Environmental Materials During the Covid-19 Pandemic. Bioedusiana, 6(1), 79–87.
Riwu, R., Budiyasa, I. W., &; Rai, I. G. A. (2018). Application of SETS (Science, Environment, Technology, and Society) Approach to Improve Student Biology Learning Outcomes. Emasains, VII(2), 162–169. https://doi.org/10.5281/zenodo.2548090
Santosa, T. A., Razak, A., Arsih, F., &; Sepriyani, E. M. (2021). Meta-Analysis : Science Learning Based on Local Wisdom Against Preserving School Environments During the Covid-19 Pandemic. Journal of Biology Education, 10(2), 244–251.
Sari, Y. I. (2021). The Effect of Problem Based Learning on Problem Solving and Scientific Writing Skills. International Journal of Instruction, 14(2), 11–26.
Sedyawat, A. M. and S. M. R. (2013). THE COOPERATIVE SCRIPT MODEL TAKES A SCIENCE, ENVIRONMENT, TECHNOLOGY, AND SOCIETY (SETS) APPROACH TO THE LEARNING OUTCOMES OF Amir Maksum* and Sri Mantini Rahayu Sedyawati. Journal of Chemical Education Innovation, 7(1), 1072–1082.
Simanjuntak, M. P. (2021). Effectiveness of Problem-Based Learning Combined with Computer Simulation on Students ' Problem-Solving and Creative Thinking Skills. International Journal of Instruction, 14(3), 519–534.
Sofianora, A., Suharyat, Y., &; Santosa, T. A. (2023). THE INFLUENCE OF MATHEMATICS TEACHER PROFESSIONALISM IN IMPROVING STUDENT COMPETENCE IN THE INDUSTRIAL REVOLUTION ERA 5 . 0 IN INDONESIA: A META-ANALYSIS. 10(2).
Suharyat, Y., Ichsan, Satria, E., Santosa, T. A., &; Amalia, K. N. (2022). Meta-analysis of the application of problem-based learning models to improve students' 21st century skills in science learning. Journal of Education and Counseling, 4(5), 5081–5088.
Sun, S., Else-Quest, N. M., Hodges, L. C., French, A. M., &; Dowling, R. (2021). The Effects of ALEKS on Mathematics Learning in K-12 and Higher Education: A Meta-Analysis. Investigations in Mathematics Learning, 13(3), 182–196. https://doi.org/10.1080/19477503.2021.1926194
Supriyadi, A., Suharyat, Y., Santosa, T. A., &; Sofianora, A. (2023). The Effectiveness of STEM-Integrated Blended Learning on Indonesia Student Scientific Literacy : A Meta-analysis. International Journal of Education and Literature (IJEL), 2(1), 41–48.
Syafii, W., &; Yasin, R. M. (2013). Problem solving skills and learning achievements through problem-based module in teaching and learning biology in high school. Asian Social Science, 9(12 SPL ISSUE), 220–228. https://doi.org/10.5539/ass.v9n12p220
Trihastuti, Y., Rosana, D., &; Anjarsari, P. (2017). The effect of the application of model sets (Science, Environment, Technology, and Society) on the science literacy of grade VII junior high school students. E-Journal Study Program, 3, 1–6.
Utomo, W., Suryono, W., Santosa, T. A., &; Agustina, I. (2023). The Effect of STEAM-Based Hybrid Based Learning Model on Students' Critical Thinking Skills. Journal of Science Education Research, 9(9), 742–750. https://doi.org/10.29303/jppipa.v9i9.5147
Van Gobel, S. I., Rumape, O., &; Duengo, S. (2019). The Effect of the SETS Vision Guided Inquiry Learning Model on Science Process Skills and Learning Outcomes on Class X Electrolyte and Nonelectrolyte Solution Materials of SMA Negeri 1 Gorontalo. Jambura Journal of Educational Chemistry, 1(1), 21–30. https://doi.org/10.34312/jjec.v1i1.2069
Xu, Z., Zhao, Y., Zhang, B., Liew, J., &; Kogut, A. (2022). A meta-analysis of the efficacy of self-regulated learning interventions on academic achievement in online and blended environments in K-12 and higher education. Behaviour and Information Technology. https://doi.org/10.1080/0144929X.2022.2151935
Yuberti, Latifah, S., Anugrah, A., Saregar, A., Misbah, &; Jermsittiparsert, K. (2019). Approaching problem-solving skills of momentum and impulse phenomena using context and problem-based learning. European Journal of Educational Research, 8(4), 1217–1227. https://doi.org/10.12973/eu-jer.8.4.1217
Yuniastuti, E. (2015). The influence of the SETS (Science, Environment, Technology and Society) learning model on the biology learning outcomes of grade VII students of SMP Kartika V-1 Balikpapan for the 2015/2016 academic year. JST (Journal of Applied Science), 1(2), 72–78. https://doi.org/10.32487/jst.v1i2.94
Yusri, A. Y., Mathematics, P., Andi, S., &; Pangkep, M. (2018). P ENGARUH M ODEL P EMBELAJARAN P ROBLEM B ASED L EARNING AGAINST K ABILITY P SOLUTION M ASALAH M ATHEMATICIKA. Journal "Mosharafa, 7, 51–62.
Yutika Tessarani et al. (2016). THE INFLUENCE OF THE SCIENCE ENVIRONMENT TECHNOLOGY AND SOCIETY (SETS) APPROACH ON THE PROBLEM-SOLVING ABILITY AND SCIENCE PROCESS SKILLS OF JUNIOR HIGH SCHOOL STUDENTS. Journal of Mathematics and Science Education, 147(March), 11–40.
Zahra, M., Wati, W., &; Makbuloh, D. (2019). SETS (Science, Environment, Technology, Society) Learning: Its Effect on Science Process Skills. Indonesian Journal of Science and Mathematics Education, 2(3), 320–327. https://doi.org/10.24042/ijsme.v2i3.4357
Zulkifli, Zulkifli, Agus Supriyadi, Erwinsyah Satria, &; Tomi Apra Santosa. (2022). Meta-analysis: The Effectiveness of the Integrated STEM Technology Pedagogical Content Knowledge Learning Model on the 21st Century Skills of High School Students in the Science Department. Psychology, Evaluation, and Technology in Educational Research, 1(2), 68–76. https://doi.org/10.55606/ijel.v1i2.32
Zulyusri1*, Tomi Apra Santosa1, 2, Festiyed1, Yerimadesi, Yohandri, Abdul Razak, S. (2023). Effectiveness of STEM Learning Based on Design Thiking in Improving Critical Thinking Skills in Science Learning : A. Journal of Science Education Research, 9(6), 112–119. https://doi.org/10.29303/jppipa.v9i6.3709