STEM Effect In Problem Solving: A Meta Analysis
DOI:
10.29303/jppipa.v9i7.4044Published:
2023-07-25Issue:
Vol. 9 No. 7 (2023): JulyKeywords:
Effect size, Meta-analysis, Problem solving, STEMReview
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Abstract
The STEM approach to learning helps prepare students with the skills needed for the future. Concrete and real-world problems can be solved by training students in STEM education. This research aims to analyze the influence of STEM on problem-solving abilities in education. The research method used is meta-analysis. The research process begins with determining the topic, data criteria, article search, data classification, analysis, and conclusion. The topic used is STEM and problem-solving, and the data criteria used are effect sizes. Articles used in the analysis are published in Scopus-indexed journals, ERIC, DOAJ, and SINTA-accredited journals. The articles analyzed are from the years 2018-2023. The result of the study shows that the use of STEM has a significant impact, with an average effect size of 1,709. STEM education has a very large influence on problem-solving abilitie.
References
Arlinwibowo, J., Retnawati, H., & Kartowagiran, B. (2021). How to Integrate STEM Education in Indonesian Curriculum? A Systematic Review. Challenges of Science. Issue IV, 18–25. https://doi.org/10.31643/2021.03
Aslamiah, A., Abbas, E. W., & Mutiani, M. (2021). 21st-Century Skills and Social Studies Education. The Innovation of Social Studies Journal, 2(2), 2723–1119. https://doi.org/10.20527/Available
Bicer, A., Nite, S. B., Capraro, R. M., Barroso, L. R., Capraro, M. M., & Lee, Y. (2017). Moving from STEM to STEAM: The Effects of Informal STEM Learning on Students’ Creativity and Problem Solving Skills with 3D Printing. IEEE Frontiers in Education Conference (FIE), Indianapolis, USA, 1-6. https://doi.org/10.1109/FIE.2017.8190545
Chen, L., Yoshimatsu, N., Goda, Y., Okubo, F., Taniguchi, Y., Oi, M., Konomi, S., Shimada, A., Ogata, H., & Yamada, M. (2019). Direction of Collaborative Problem Solving-Based STEM Learning by Learning Analytics Approach. Research and Practice in Technology Enhanced Learning, 14(24). https://doi.org/10.1186/s41039-019-0119-y
Cohen, J. (2013). Statistical Power Analysis for the Behavioral Sciences Second Edition. New York: Department of Psychology, New York University. Retrieved from https://www.utstat.toronto.edu/~brunner/oldclass/378f16/readings/CohenPower.pdf
Euefueno, W. D. (2019). Project-/Problem-Based Learning in STEM: Impacts on Student. Technology & Engineering Teacher, 78(8), 8–12. Retrieved from https://digitalcommons.odu.edu/stemps_fac_pubs
Fathoni, A., Muslim, S., Ismayati, E., Rijanto, T., Munoto, M., & Nurlaela, L. (2020). Jurnal Pendidikan Teknologi dan Kejuruan, 17(1), 33-42. Retrieved from https://ejournal.undiksha.ac.id/index.php/JPTK/article/download/22832/14262
Fiteriani, I., Diani, R., Hamidah, A., & Anwar, C. (2021). Project-Based Learning through STEM Approach: Is It Effective to Improve Students’ Creative Problem-Solving Ability and Metacognitive Skills in Physics Learning? IOP Conference Series: Earth and Environmental Science, 1796(1). https://doi.org/10.1088/1742-6596/1796/1/012058
Grandis, R. T., Wilujeng, I., & Suyanta, S. (2023). Analysis of Problem Solving Skills of Class VII Students on Earthquake Material and Mitigation. Jurnal Penelitian Pendidikan IPA, 9(3), 1064–1068. https://doi.org/10.29303/jppipa.v9i3.2958
Harun, U. B. (2020). Project-Based Learning Integrated to STEM (STEM-PjBL) to Enhance Arabic Learning Hots-Based. Al-Bidayah: Jurnal Pendidikan Dasar Islam, 12(1), 139–150. https://doi.org/10.14421/al-bidayah.v12i1.230
Hebebci, M. T., & Usta, E. (2022). The Effects of Integrated STEM Education Practices on Problem Solving Skills, Scientific Creativity, and Critical Thinking Dispositions. Participatory Educational Research, 9(6), 358–379. https://doi.org/10.17275/per.22.143.9.6
Hidayat, A., & Irawan, I. (2017). Pengembangan LKS Berbasis RME dengan Pendekatan Problem Solving untuk Memfasilitasi Kemampuan Pemecahan Masalah Matematis Siswa. Journal Cendekia: Jurnal Pendidikan Matematika, 1(2), 51–63. https://doi.org/10.31004/cendekia.v1i2.20
Hudha, M. N., Triwahyuningtyas, D., Rafikayati, A., Fajaruddin, S., Maryani, I., Widiaty, I., Nandiyanto, A. B. D., Hamidah, I., & Permanasari, A. (2019). How is STEM Learning for Children with Special Needs in Indonesia? Journal of Physics: Conference Series, 1402(4). https://doi.org/10.1088/1742-6596/1402/4/044104
Istiana, R., Herawati, D., Herniningtyas, F., Ichsan, I. Z., & Ali, A. (2023). STEM Learning to Improve Problem Solving Ability on The Topic of Environmental Education. Jurnal Penelitian Pendidikan IPA, 9(3), 1202–1208. https://doi.org/10.29303/jppipa.v9i3.2979
Kartini, F. S., Widodo, A., Winarno, N., & Astuti, L. (2021). Promoting Student’s Problem-Solving Skills through STEM Project-Based Learning in Earth Layer and Disasters Topic. Journal of Science Learning, 4(3), 257–266. https://doi.org/10.17509/jsl.v4i3.27555
Laforce, M., Noble, E., & Blackwell, C. (2017). Problem-Based Learning (PBL) and Student Interest in STEM Careers: The Roles of Motivation and Ability Beliefs. Education Sciences, 7(4), 92. https://doi.org/10.3390/educsci7040092
Muhali, M. (2019). Pembelajaran Inovatif Abad Ke-21. Jurnal Penelitian dan Pengkajian Ilmu Pendidikan: E-Saintika, 3(2), 25-50. https://doi.org/10.36312/e-saintika.v3i2.126
Muzana, S. R., Jumadi, J., Wilujeng, I., Yanto, B. E., & Mustamin, A. A. (2021). E-STEM Project-Based Learning in Teaching Science to Increase ICT Literacy and Problem Solving. International Journal of Evaluation and Research in Education, 10(4), 1386–1394. https://doi.org/10.11591/IJERE.V10I4.21942
Nugroho, O. F., Permanasari, A., & Firman, H. (2019). Program Belajar berbasis STEM untuk Pembelajaran IPA: Tinjauan Pustaka, dengan Referensi di Indonesia. Jurnal Eksakta Pendidikan (JEP), 3(2), 117-125. https://doi.org/10.24036/jep/vol3-iss1/328
Nugroho, O. F., Permanasari, A., Firman, H., & Riandi, R. (2021). The Urgency of STEM Education in Indonesia. Jurnal Penelitian dan Pembelajaran IPA, 7(2), 260-279. https://doi.org/10.30870/jppi.v7i2.5979
Parno, P., Anggraini, R. T., Hidayat, A., Fauziyah, S., Pramono, N. A., Supriana, E., & Ali, M. (2021). The Building of Students’ Problem Solving Skills through STEM Aproach with Virtual Simulation Media. Journal of Physics: Conference Series, 1842(1). https://doi.org/10.1088/1742-6596/1842/1/012073
Parno, P., Estianinur, E., & Latifah, E. (2021). The Increase of Problem Solving Skills of Students through STEM Integrated Experiental Learning with Formative Assessment. AIP Conference Proceedings, 2331. https://doi.org/10.1063/5.0041681
Parno, P., Yuliati, L., Hermanto, F. M., & Ali, M. (2020). A Case Study on Comparison of High School Students’ Scientific Literacy Competencies Domain in Physics with Different Methods: PBL-STEM Education, PBL, and Conventional Learning. Jurnal Pendidikan IPA Indonesia, 9(2), 159–168. https://doi.org/10.15294/jpii.v9i2.23894
Parno, P., Yuliati, L., Munfaridah, N., Ali, M., Rosyidah, F. U. N., & Indrasari, N. (2020). The Effect of Project Based Learning-STEM on Problem Solving Skills for Students in The Topic of Electromagnetic Induction. Journal of Physics: Conference Series, 1521(2). https://doi.org/10.1088/1742-6596/1521/2/022025
Parno, P., Yuliati, L., Ndadari, I. P., & Ali, M. (2020). Project Based Learning Integrated STEM to Increase Students’ Scientific Literacy of Fluid Statics Topic. Journal of Physics: Conference Series, 1491(1). https://doi.org/10.1088/1742-6596/1491/1/012030
Parno, P., Yuliati, L., & Ni’Mah, B. Q. A. (2019). The Influence of PBL-STEM on Students’ Problem-Solving Skills in The Topic of Optical Instruments. Journal of Physics: Conference Series, 1171(1). https://doi.org/10.1088/1742-6596/1171/1/012013
Permanasari, A. (2016). STEM Education: Inovasi dalam Pembelajaran Sains. SNPS: Seminar Nasional Pendidikan Sains, 23–34. Retrieved from https://jurnal.fkip.uns.ac.id/index.php/snps/article/view/9810/7245
Puchongprawet, J., & Chantraukrit, P. (2022). Creative Problem-Solving and Creativity Product in STEM Education. International Journal of Instruction, 7(2), 135–142. https://doi.org/10.29333/aje.2022.7211a
Purwaningsih, E., Sari, S. P., Sari, A. M., & Suryadi, A. (2020). The Effect of STEM-PjBL and Discovery Learning on Improving Students’ Problem-Solving Skills of The Impulse and Momentum Topic. Jurnal Pendidikan IPA Indonesia, 9(4), 465–476. https://doi.org/10.15294/jpii.v9i4.26432
Rusminati, S. H., & Juniarso, T. (2023). Studi Literatur: STEM untuk Menumbuhkan Keterampilan Abad 21 di Sekolah Dasar. Journal on Education, 05(03), 10722-10727. https://doi.org/10.31004/joe.v5i3.1974
Rustaman, N. Y. (2016). Pembelajaran Masa Depan Melalui STEM Education. Prosiding Seminar Nasional Biologi Edukasi, 1, 1-17. Retrieved from http://semnasbioedu.stkip-pgri-sumbar.ac.id/wp-content/uploads/2019/03/prosiding-semnas-bioedu-1.pdf
Sarican, G., Bakanlığı, M. E., & Akgunduz, D. (2016). The Impact of Integrated STEM Education on Academic Achievement, Reflective Thinking Skills towards Problem Solving and Permanence in Learning in Science Education. Cypriot Journal of Educational Sciences, 00(0). Retrieved from http://sproc.org/ojs/index.php/cjes/
Sarı, U., Çelik, H., Pektaş, H. M., & Yalçın, S. (2022). Effects of STEM-focused Arduino Practical Activities on Problem-Solving and Entrepreneurship Skills. AJET: Australasian Journal of Educational Technology, 38(3), 140–154. https://doi.org/10.14742/ajet.7293
Sarwi, S., Baihaqi, M. A., & Ellianawati, E. (2021). Implementation of Project Based Learning Based on STEM Approach to Improve Students’ Problems Solving Abilities. Journal of Physics: Conference Series, 1918(5). https://doi.org/10.1088/1742-6596/1918/5/052049
Septikasari, R., & Frasandy, R. N. (2018). Keterampilan 4C Abad 21 dalam Pembelajaran Pendidikan Dasar. Jurnal Tarbiyah Al Awlad: Jurnal Kependidikan Islam Tingkat Dasar, 8(02), 112–122. https://doi.org/10.15548/alawlad.v8i2.1597
Stehle, S. M., & Peters-Burton, E. E. (2019). Developing Student 21st Century Skills in Selected Exemplary Inclusive STEM High Schools. International Journal of STEM Education, 6(39). https://doi.org/10.1186/s40594-019-0192-1
Surani, D. (2019). Studi Literatur: Peran Teknolog Pendidikan dalam Pendidikan 4.0. Prosiding Seminar Nasional Pendidikan FKIP UNTIRTA, 2(1), 456–469. Retrieved from https://jurnal.untirta.ac.id/index.php/psnp/article/view/5797
Suwardi, S. (2021). STEM (Science, Technology, Engineering, and Mathematics) Inovasi dalam Pembelajaran Vokasi Era Merdeka Belajar Abad 21. PAEDAGOGY: Jurnal Ilmu Pendidikan dan Psikologi, 1(1), 40-48. https://doi.org/10.51878/paedagogy.v1i1.337
Tan, A. L., Ong, Y. S., Ng, Y. S., & Tan, J. H. J. (2023). STEM Problem Solving: Inquiry, Concepts, and Reasoning. Science and Education, 32(2), 381–397. https://doi.org/10.1007/s11191-021-00310-2
Wang, X. M., Zhang, X. R., Li, Z. H., Zhong, W. F., Yang, P., & Mao, C. (2021). A Brief Introduction of Meta-Analyses in Clinical Practice and Research. In Journal of Gene Medicine (Vol. 23, Issue 5). Blackwell Publishing Inc. https://doi.org/10.1002/jgm.3312
Wildani, A., & Budiyono, A. (2022). Challenge of Applying STEM Education to Improve Physics Problem Solving Skills in Islamic Boarding Schools. Jurnal Penelitian Pendidikan IPA, 8(3), 1231–1235. https://doi.org/10.29303/jppipa.v8i3.1586
Yuliati, L., Putri, E. G., Taufiq, A., Purwanigsih, E., Affriyenni, Y., & Halim, L. (2020). Exploration of Problem-Solving Skill with Inquiry-Based Authentic Learning for The STEM Program. AIP Conference Proceedings, 2215. https://doi.org/10.1063/5.0001552
Zeng, Z., Yao, J., Gu, H., & Przybylski, R. (2018). A Meta-Analysis on The Effects of STEM Education on Students’ Abilities. Science Insights Education Frontiers, 1(1), 3–16. https://doi.org/10.15354/sief.18.re005
Zengin, R., Kavak, T., Keçeci, G., & Zengin, F. K. (2022). The Impact of STEM Applications on Problem-Solving Skills of 4th-Grade Students. Journal of Science Learning, 5(3), 386–397. https://doi.org/10.17509/jsl.v5i3.48182
Author Biographies
Arina Novia Dewi, Universitas Negeri Yogyakarta
Maryati Maryati, Universitas Negeri Yogyakarta
Sabar Nurohman, Universitas Negeri Yogyakarta
Suyanta Suyanta, Universitas Negeri Yogyakarta
Sri Rejeki Dwi Astuti, Universitas Negeri Yogyakarta
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