The Effect of STEAM-Based Hybrid Based Learning Model on Students' Critical Thinking Skills
DOI:
10.29303/jppipa.v9i9.5147Published:
2023-09-25Issue:
Vol. 9 No. 9 (2023): SeptemberKeywords:
Critical thinking, Education, Hybrid based learning model, Meta-analysisReview
Downloads
How to Cite
Downloads
Metrics
Abstract
The purpose of the study was to determine the effect of STEAM-based hybrid based learning model on students' critical thinking skills. This research is a type of meta-analysis research. The research data came from 15 national and international journals. The process of searching for data sources through the google scholar database, Science Direct, Eric, Plos ONE and Wiley. The data selection method is the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) method. The inclusion criteria for this meta-analysis research are that the research must be published in the last 5 years 2018-2023, the research must use experimental or quasi-experimental methods, the research must have an experimental class that applies a hybrid-based learning model and a control class, the research comes from journals indexed by SINTA and Scopus, and the research has complete data to calculate the effect size. The data analysis technique is quantitative analysis by calculating the effect size value, research heterogeneity and publication bias with the help of the Comprehensive Meta-analysis (CMA) version.3 application. The results of the study concluded that the summary effect size or average effect size (p < 0.01; ES = 1.052) criteria were strong. This finding explains that the hybrid-based learning model has a significant effect on students' critical thinking skills. This STEAM-based hybrid-based learning model has a higher effect on students' critical thinking skills than the conventional model. Model has a high influence on students' critical thinking skills than conventional models
References
Ali, M., & Kassem, M. (2018). Improving EFL Students ’ Speaking Proficiency and Motivation: A Hybrid Problem-based Learning Approach. Theory and Practice in Language Studies, 8(7), 848–859. https://doi.org/10.17507/tpls.0807.17
Aloisi, C., & Callaghan, A. (2018). Threats to the validity of the Collegiate Learning Assessment ( CLA + ) as a measure of critical thinking skills and implications for Learning Gain. Higher Education Pedagogies, 3(1), 137–162. https://doi.org/10.1080/23752696.2018.1449128
Amin, S., Utaya, S., Bachri, S., & Susilo, S. (2020). Effect of problem-based learning on critical thinking skills and environmental attitude. Journal for the Education of Gifted Young Scientists, 8(2), 743–755. https://doi.org/10.17478/jegys.650344
Ardiansyah, A., & Wasan, A. (2022). Pengaruh model teaching personal and social responsibility (TPSR) berbasis hybrid dan online learning serta tanggung jawab terhadap aktivitas fisik The effect of teaching personal and social responsibility (TPSR) model based on hybrid and online learn. Jurnal Olahraga Pendidikan Indonesia (JOPI), 1(2), 139–153. Retrieved from https://jopi.kemenpora.go.id/index.php/jopi/article/view/96
Ariani, R. F. (2020). Pengaruh Model Pembelajaran Problem Based Learning Terhadap Kemampuan Berpikir Kritis Siswa SD. Jurnal Imiah Pendidikan Dan Pembelajaran, 4(3), 422–432. https://doi.org/10.23887/jipp.v4i3.28165
Bassachs, M., Cañabate, D., Serra, T., & Bubnys, R. (2020). education sciences Fostering Critical Reflection in Primary Education through STEAM Approaches. Educ. Sci. 2020, 10(384), 1–14. https://doi.org/10.3390/educsci10120384
Bastos, M., & Pp, I. C. (2021). Cypriot Journal of Educational Hybrid model in accounting education : The experience of management simulation course. Cypriot Journal of Educational Sciences Volume, 16(5), 2402–2411. https://doi.org/10.18844/cjes.v16i5.6345
Bedar, R. W. A., & Al-shboul, M. A. (2020). The Effect of Using STEAM Approach on Motivation Towards Learning Among High School Students in Jordan. International Education Studies, 13(9), 48–57. https://doi.org/10.5539/ies.v13n9p48
Budiyono, A., Husna, H., & Wildani, A. (2020). Pengaruh penerapan model pbl terintegrasi steam terhadap kemampuan berpikir kreatif ditinjau dari pemahaman konsep siswa. Edusains, 12(2), 166-176. Retrieved from https://journal.uinjkt.ac.id/index.php/edusains/article/view/13248/pdf
Cahaya Phasa, K. (2020). Meta Analisis Pengaruh Model Pembelajaran Problem Based Learning Terhadap Kemampuan Berpikir Kritis Dalam Pembelajaran Matematika. Jurnal Cendekia: Jurnal Pendidikan Matematika, 4(2), 711–723. https://doi.org/10.31004/cendekia.v4i2.296
Chamdani, M., Yusuf, F. A., Salimi, M., & Fajari, L. E. W. (2022). Meta-Analysis Study: The Relationship between Reflective Thinking and Learning Achievement. Journal on Efficiency and Responsibility in Education and Science, 15(3), 181-188. http://dx.doi.org/10.7160/eriesj.2022.150305
Cheerapakorn, P., & Chatwattana, P. (2023). The Virtual Learning Environment Model on Cloud using Hybrid Learning. 13(1), 42–49. https://doi.org/10.5539/hes.v13n1p42
Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences Second Edition. Lawrence Erlbaum Associates.
Dahyeon, H. S., Hyunjin, R., & Hyungshin, P. (2018). What Constitutes Korean Pre-service Teachers ’ Competency in STEAM Education : Examining the Multi-functional Structure. The Asia-Pacific Education Researcher. https://doi.org/10.1007/s40299-018-0410-5
Dakabesi, D., Supiah, I., Luoise, Y., & Info, A. (2019). The effect of problem based learning model on critical thinking skills in the context of chemical reaction rate. Journal of Education and Learning (EduLearn), 13(3), 395–401. https://doi.org/10.11591/edulearn.v13i3.13887
Demir, M., & Metin, K. A. Y. A. (2022). Analysis of Constructivist Learning Model’s Effects on Student Outcomes: A Second Order Meta-Analysis. Journal of Theoretical Educational Science, 15(4), 938-957. https://doi.org/10.30831/akukeg.1122136
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. https://doi.org/10.46966/ijae.v3i4.300
Elfira, I., & Santosa, T. A. (2023). Literature Study : Utilization of the PjBL Model in Science Education to Improve Creativity and Critical Thinking Skills. Jurnal Penelitian Pendidikan IPA, 9(1), 133–143. https://doi.org/10.29303/jppipa.v9i1.2555
Essa, E. K. (2023). The Effectiveness of Hybrid Learning in Enhancing Academic Mindfulness and Deeper Learning of University Students To cite this article : Essa, E. K. (2023). The effectiveness of hybrid learning in enhancing academic mindfulness The Effectiveness of H. International Journal of Research in Education and Science (IJRES), 9(1), 188–202. https://doi.org/10.46328/ijres.3081
Fikriyatii, A., Surabaya, U. N., Agustini, R., Surabaya, U. N., Sutoyo, S., Surabaya, U. N., Planning, H. E., & Board, C. (2022). ritical thinking cycle model to promote critical thinking disposition and critical thinking skills of pre-service science teache. Cypriot Journal of Educational Sciences, 17(1), 120–133. https://doi.org/10.18844/cjes.v17i1.6690
Fitriyah, A., & Ramadani, S. D. (2021). Pengaruh Pembelajaran Steam Berbasis Pjbl (Project-Based Learning) Terhadap Keterampilan. Journal of Chemistry And Education (JCAE), X(1), 209–226. https://doi.org/10.24252/ip.v10i1.17642
Fitriyana, N., Wiyarsi, A., Sugiyarto, K. H., & Ikhsan, J. (2021). The Influences of Hybrid Learning with Video Conference and Learning , and Achievement toward Chemistry. Journal of Turkish Science Education, 18(2), 233–248. Retrieved from https://www.tused.org/index.php/tused/article/view/703/665
Fradila, E., Razak, A., Santosa, T. A., Arsih, F., & Chatri, M. (2021). Development Of E-Module-Based Problem Based Learning (PBL) Applications Using Sigil The Course Ecology And Environmental Education Students Master Of Biology. International Journal of Progressive Sciences and Technologies (IJPSAT), 27(2), 673–682. http://dx.doi.org/10.52155/ijpsat.v27.2.3248
Frediana, E., Kartika, R., Vh, E. S., & Indriyanti, N. Y. (2021). Development And Validation Of Web-Based Steam Online Platform To Improve Learning Quality In Pre-Service. Journal of Technology and Science Education, 11(2), 513–525. Retrieved from https://dialnet.unirioja.es/servlet/articulo?codigo=8302410
Hamengkubuwono, Asha, L., Warsah, I., Ruly, M., & Adhrianti, L. (2016). The Effect of Teacher Collaboration as the Embodiment of Teacher Leadership on Educational Management Students’ Critical Thinking Skills. European Journal of Educational Research, 11(3), 1315–1326. https://doi.org/10.12973/eu-jer.11.3.1315
Harahap, M. S., Nasution, F. H., & Nasution, N. F. (2021). Efektivitas pendekatan pembelajaran science technology engineering art mathematic (STEAM) terhadap kemampuan komunikasi matematis. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 10(2), 1053-1062. https://doi.org/10.24127/ajpm.v10i2.3633
Harun, Kartowagiran, B., & Manaf, A. (2021). Student Attitude and Mathematics Learning Success : A Meta-Analysis. International Journal of Instruction, 14(4), 209–222. Retrieved from https://files.eric.ed.gov/fulltext/EJ1319617.pdf
Herzon, H. H., Budijanto, & Utomo, H. D. (2018). Pengaruh Problem-Based Learning (PBL) terhadap Keterampilan Berpikir Kritis. Jurnal Pendidikan, 3(1), 42–46. http://dx.doi.org/10.17977/jptpp.v3i1.10446
Hidayat, M. Y., & Andira, A. (2019). Pengaruh model pembelajaran hybrid learning berbantuan media schoology terhadap hasil belajar. JPF (Jurnal Pendidikan Fisika) Universitas Islam Negeri Alauddin Makassar, 7(2), 140-148. https://doi.org/10.24252/jpf.v7i2.9442
Higgins, J. P. T., López-, J. A., Becker, B. J., Davies, S. R., Dawson, S., Grimshaw, J. M., Mcguinness, L. A., Moore, T. H. M., Rehfuess, E. A., Thomas, J., & Caldwell, D. M. (2019). Synthesising quantitative evidence in systematic reviews of complex health interventions. 1–15. https://doi.org/10.1136/bmjgh-2018-000858
Houghton, T., Houghton, T., Lavicza, Z., Rahmadi, I. F., & Fenyvesi, K. (2022). STEAMTEACH Austria : Towards a STEAM Professional Development Program To cite this article : STEAMTEACH Austria : Towards a STEAM Professional Development Program. International Journal of Research in Education and Science (IJRES), 8(3), 502–512. https://doi.org/10.46328/ijres.2747
Ichsan, I., Suharyat, Y., Santosa, T. A., & Satria, E. (2023). The Effectiveness of STEM-Based Learning in Teaching 21 st Century Skills in Generation Z Student in Science Learning: A Meta-Analysis. Jurnal Penelitian Pendidikan IPA, 9(1), 150-166. https://doi.org/10.29303/jppipa.v9i1.2517
Ichsan, I. Z., Sigit, D. V., Miarsyah, M., Ali, A., Arif, W. P., & Prayitno, T. A. (2019). HOTS-AEP: Higher order thinking skills from elementary to master students in environmental learning. European Journal of Educational Research, 8(4), 935–942. https://doi.org/10.12973/eu-jer.8.4.935
Iii, J. W. H., King-corken, A., & Devaney, T. (2022). The Future Of Teaching And Learning : Face To Face , Hybrid , And Online Instructional Delivery Models. International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2022), 308–312. Retrieved from https://files.eric.ed.gov/fulltext/ED626884.pdf
Jamaludin, J., Kakaly, S., & Batlolona, J. R. (2022). Critical thinking skills and concepts mastery on the topic of temperature and heat. Journal of Education and Learning (EduLearn), 16(1), 51–57. https://doi.org/10.11591/edulearn.v16i1.20344
Jeanne, S., & Green, W. (2011). Critical thinking in a first year management unit : the relationship between disciplinary learning , academic literacy and. Higher Education Research & Development, 30(3), 303–315. https://doi.org/10.1080/07294360.2010.501075
Konkuş, Ö. C., & Topsakal, Ü. U. (2022). The Effects of STEAM-Based Activities on Gifted Students ’ STEAM Attitudes , Cooperative Working Skills and Career Choices. Journal of Science Learning Way, 5(3), 398–410. https://doi.org/10.17509/jsl.v5i3.46215
Listiqowati, I., & Ruja, I. N. (2022). The Impact of Project-Based Flipped Classroom (PjBFC) on Critical Thinking Skills. International Journal of Instruction, 15(3), 853-868. Retrieved from https://files.eric.ed.gov/fulltext/EJ1355340.pdf
Luciana, O., Santosa, T. A., Rofi’i, A., Taqiyuddin, T., & Nasution, B. (2023). Meta-Analysis: The Effect of E-Learning-Based Mind Mapping on Students' Critical Thinking Skills. Edumaspul: Jurnal Pendidikan, 7(2), 2058-2068. https://doi.org/10.1063/1.5139796
Lugthart, S., & Dartel, M. Van. (2021). Simulating Professional Practice in STEAM Education : A Case Study. European Journal of STEM Education, 6(1), 1–8. https://doi.org/10.20897/ejsteme/11393
Lupión-cobos, T., Crespo-gómez, J. I., & GarcÃa-ruiz, C. (2023). Challenges and Opportunities to Teaching Inquiry Approaches By STE (A) M Projects in the Primary Education. Journal of Baltic Science Education, 22(3), 1–16. https://doi.org/10.33225/jbse/23.22.454
Makhmudah, S., Suyitno, H., & Rusilowati, A. (2021). Mathematics Critical Thinking Ability Reviewing from Gender and Independent Learning Students in Stem Problem-Based Learning Assisted by Web E Learning School. Unnes Journal of Mathematics Education Research, 10(2), 211–219. Retrieved from https://journal.unnes.ac.id/sju/index.php/ujmer/article/download/49310/20022
Masalimova, A. R., Ryazanova, E. L., Tararina, L. I., Sokolova, E. G., Ikrennikova, Y. B., Efimushkina, S. V, Shulga, T. I., Masalimova, A. R., Ryazanova, E. L., Tararina, L. I., Sokolova, E. G., Ikrennikova, Y. B., Efimushkina, S. V, Planning, H. E., & Board, C. (2021). Cypriot Journal of Educational pandemic perspective: Collaborative technologies aspect. Cypriot Journal of Educational Sciences, 16(1), 389–395. https://doi.org/10.18844/cjes.v16i1.5536
Mccann, A. L., Schneiderman, E. D., & Babler, W. J. (2010). Application of Basic Science to Clinical Problems: Traditional vs. Hybrid Problem-Based Learning. Educational Methodologies, 74(10), 1114–1124. https://doi.org/10.1002/j.0022-0337.2010.74.10.tb04966.x
Montafej, J., Lotf, A. R., & Chalak, A. (2022). The Effectiveness of Hybrid and Pure Problem-Based Learning in the Productive Skills and Critical Thinking of Iranian Undergraduate Students through MALL Application. Education Research International, 1–11. https://doi.org/10.1155/2022/1531210
Nur, T. D. , Corebıma, A. D. , Zubaidah, S. , Ibrohım, I. & Saefi, M. (2023). Learning Biology through Thinking Empowerment by Questioning: The Effect on Conceptual Knowledge and Critical Thinking. Participatory Educational Research, 10 (1), 122-139. https://doi.org/10.29333/ejmste/13651
Nurdiansah, I., & Makiyah, Y. S. (2021). Efektivitas Modul Hybrid Project Based Learning (H-Pjbl) Berbasis Laboratorium Untuk Meningkatkan Keterampilan Proses Sains Siswa. Jurnal Pendidikan Fisika dan Teknologi, 7(2), 104-110. http://dx.doi.org/10.29303/jpft.v7i2.2750
Nurlaeli, N., Noornia, A., & Wiraningsih, E. D. (2018). Pengaruh Model Pembelajaran Problem Based Learning terhadap Kemampuan Berpikir Kritis Matematis Siswa ditinjau dari Adversity Quotient. FIBONACCI: Jurnal Pendidikan Matematika dan Matematika, 4(2), 145-154. https://doi.org/10.24853/fbc.4.2.145-154
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: Jurnal Pendidikan, 7(1), 1491–1501. https://doi.org/10.33487/edumaspul.v7i1.6195
Özer, Z., & Demirbatır, R. E. (2023). Examination of STEAM-based Digital Learning Applications in Music Education. European Journal of STEM Education, 8(1), 1–11. Retrieved from https://files.eric.ed.gov/fulltext/EJ1377876.pdf
Prihono, E. W., Khasanah, F., Konvensional, P., Berpikir, K., & Matematis, K. (2020). Pengaruh Model Problem Based Learning Terhadap Kemampuan Berpikir Kritis Matematis Siswa Kelas VIII SMP. EDU-MAT: Jurnal Pendidikan Matematika, 8(1), 74–87. https://doi.org/10.20527/edumat.v8i1.7078
Purba, R. A. (2022). Hybrid Models with Technology : Is it Effective for Learning in Abnormal Situations ? Journal of Educational Research and Evaluation, 6(1), 1–9. https://doi.org/10.23887/jere.v6i1.41546
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 Humaniora, 2(1), 207–217. https://doi.org/10.56910/literacy.v2i1.560
Que, B. J., Kusnadi, I. H., Maraden, R., Silalahi, P., Aulia, A., & Kurniawan, A. (2022). The Effect of Deep Dialogue / Critical Thinking Model on Students ’ Conceptual Understanding Ability. Journal of Innovation in Educational and Cultural Research, 3(3), 422–431. https://doi.org/10.46843/jiecr.v3i3.130
Rahardjanto, A., & Malang, U. M. (2019). Hybrid-PjBL: Learning Outcomes , Creative Thinking Skills , and Learning Motivation of Preservice Teacher. International Journal of Instruction, 12(2), 179–192. Retrieved from https://files.eric.ed.gov/fulltext/EJ1211050.pdf
Rahman, A., Santosa, T. A., Sofianora, A., Oktavianti, F., & Alawiyah, R. (2023). Systematic Literature Review : TPACK-Integrated Design Thinking in Education. International Journal of Education and Literature (IJEL), 2(1), 65–77. https://doi.org/10.55606/ijel.v2i1.57
Razak, A., Santosa, T. A., Lufri, & Zulyusri. (2021). Meta-Analisis: Pengaruh HOTS (Higher Order Thinking Skill) terhadap Kemampuan Literasi Sains dan Lesson Study Siswa pada Materi Ekologi dan Lingkungan pada Masa Pandemi Covid-19. Bioedusiana: Jurnal Pendidikan Biologi, 6(1), 79–87. https://doi.org/10.37058/bioed.v6i1.2930
Rukayah, & Andayani, A. S. (2022). Learner ’ s needs of interactive multimedia based on hybrid learning for TISOL program. Journal of Language and Linguistic Studies, 18(1), 619–632. https://doi.org/10.52462/jlls.207
Sanchez-muñoz, R., Carrió, M., RodrÃguez, G., Pérez, N., Carrió, M., RodrÃguez, G., Pérez, N., Sanchez-muñoz, R., Carrió, M., RodrÃguez, G., Pérez, N., & Moyano, E. (2020). A hybrid strategy to develop real-life competences combining flipped classroom , jigsaw method and project-based learning . flipped classroom , jigsaw method and project-based learning. Journal of Biological Education, 00(00), 1–12. https://doi.org/10.1080/00219266.2020.1858928
Santosa, T. A., Sepriyani, E. M., & Razak, A. (2021). Analisis E-Learning Dalam Pembelajaran Evolusi Mahasiswa Pendidikan Biologi Selama Pandemi Covid-19. Jurnal Edumaspul, 5(1), 66–70. https://doi.org/10.33487/edumaspul.v5i1.1027
Sigit, D. V. (2022). Integration of Project-Based E-Learning with STEAM : An Innovative Solution to Learn Ecological Concept. International Journal of Instruction, 15(3), 23–40. Retrieved from https://files.eric.ed.gov/fulltext/EJ1355590.pdf
Smith, T., Sunday, K., Gray, C., & Li, D. (2021). Issues-Based STEAM Education: A Case Study in a Hong Kong Secondary School. International Journal of Education & the Arts, 22(3), 1–23. http://doi.org/10.26209/ijea22n3
Soffe, S. M., Marquardt, M. J., & Hale, E. (2015). Action learning and critical thinking: A synthesis of two models. Action Learning: Research and Practice, 8(3), 211–230. https://doi.org/10.1080/14767333.2011.614927
Strehl, E. A., Arbor, A., Loweth, R. P., Lafayette, W., & Daly, S. R. (2022). Evaluation of a Hybrid Learning Block Model for Engineering Design Interview Skill Building. Advances in Engineering Education, 10(4), 57–80. https://doi.org/10.18260/3-1-1153-36037
Suharyat, Y., Ichsan, Satria, E., Santosa, T. A., & Amalia, K. N. (2022). Meta-Analisis Penerapan Model Pembelajaran Problem Based Learning Untuk Meningkatkan Ketrampilan Abad-21 Siswa Dalam Pembelajaran IPA. Jurnal Pendidikan Dan Konseling, 4(5), 5081–5088. https://doi.org/10.31004/jpdk.v4i5.7455
Sujanem, R., Poedjiastuti, S., & Jatmiko, B. (2018, June). The Effectiveness of problem-based hybrid learning model in physics teaching to enhance critical thinking of the students of SMAN. In Journal of Physics: Conference Series (Vol. 1040, No. 1, p. 012040). IOP Publishing. https://doi.org/10.1088/1742-6596/1040/1/012040
Supratman, Zubaidah, S., & Corebima, A. D. (2021). The Effect Size of Different Learning on Critical and Creative Thinking Skills of Biology Students. International Journal of Instruction, 14(3), 187–206. https://doi.org/10.29333/iji.2021.14311a
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. https://doi.org/10.55606/ijel.v2i1.53
Suryono, W., Haryanto, B. B., Santosa, T. A., Suharyat, Y., & Sappaile, B. I. (2023). The Effect of The Blended Learning Model on Student Critical Thinking Skill : Meta-analysis. Edumaspul-Jurnal Pendidikan, 7(1), 1386–1397. https://doi.org/10.33487/edumaspul.v7i1.6087
Suwandi, A. M., & Prismana, I. G. L. E. (2021). Pengembangan Hybrid Based Learning Berbasis Steam Menggunakan Learning Management System Berdasarkan Lembar Kerja Siswa untuk Meningkatkan Kemampuan Siswa dalam Menghadapi Tuntutan Revolusi Industri 4.0. IT-Edu: Jurnal Information Technology and Education, 6(2), 13-31. Retrieved from https://ejournal.unesa.ac.id/index.php/it-edu/article/view/43430
Temel, H. (2022). The Effect of Critical Thinking Course Carry Out with Distance Education on Critical Thinking Skills and Dispositions. International Journal of Psychology and Educational Studies, 9(3), 792–808. https://doi.org/10.52380/ijpes.2022.9.3.894
Thamrin, T., Hutasuhut, S., Aditia, R., & Putri, F. R. (2022). The Effectiveness of the Hybrid Learning Materials with the Application of Problem Based Learning Model (Hybryd-PBL) to Improve Learning Outcomes during the COVID-19 Pandemic. IJORER : International Journal of Recent Educational Research, 3(1), 124–134. https://doi.org/10.46245/ijorer.v3i1.178
Trisnowati, E., Ismawati, R., Dewantari, N., Tidar, U., & Tengah, J. (2022). Indonesian Journal of Science and Education. Indonesian Journal of Science and Education Volume, 06(1), 29–35. https://doi.org/10.31002/ijose.v6i1.92
Wahyuni, A. (2021). The Effect of Concept Attainment Model on Mathematical Critical Thinking Ability. International Journal of Instruction, 14(1), 727–742. Retrieved from https://repository.uir.ac.id/2277/
Wan, Z. H., Hung, M., & Cheng, M. (2018). Classroom learning environment , critical thinking and achievement in an interdisciplinary subject : a study of Hong Kong secondary school graduates. Educational Studies, 5698, 1–21. https://doi.org/10.1080/03055698.2018.1446331
Yaki, A. A. (2022). Fostering Critical Thinking Skills Using Integrated STEM Approach among Secondary School Biology Students. European Journal of STEM Education, 7(1), 06. https://doi.org/10.20897/ejsteme/12481
Yalcin, K. (2022). Investigation of the Effectiveness of Hybrid Learning on Academic Achievement : A Meta-Analysis Study. International Journal of Progressive Education, 18(1), 1–17. https://doi.org/10.29329/ijpe.2022.426.14
Yani, A. (2018). Pengaruh Media Model Hybrid Berbasis Web Whanced Course Terhadap Hasil Belajar Fisika. Jurnal Sains Dan Pendidikan Fisika (JSPF), 13(3), 224–230. https://dx.doi.org/10.35580/jspf.v13i3.6191
Yusuf, F. A. (2023). Meta-Analysis: The Influence of Local Wisdom-Based Learning Media on the Character of Students in Indonesia. International Journal of Educational Methodology, 9(1), 237–247. Retrieved from https://files.eric.ed.gov/fulltext/EJ1378720.pdf
Zulkifli, Z., Satria, E., Supriyadi, A., & Santosa, T. A. (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, 5(1), 32–42. https://doi.org/10.33292/petier.v5i1.144
Zulyusri, Z., Santosa, T. A., Festiyed, F., Yerimadesi, Y., Yohandri, Y., Razak, A., & Sofianora, A. (2023). Effectiveness of STEM Learning Based on Design Thiking in Improving Critical Thinking Skills in Science Learning: A Meta-Analysis. Jurnal Penelitian Pendidikan IPA, 9(6), 112-119. https://doi.org/10.29303/jppipa.v9i6.3709
Author Biographies
Wasito Utomo, Politeknik Penerbangan Surabaya
Wiwid Suryono, Polytechnic Surabaya, Surabaya
Jimmi, Tourism Polytechnic, Palembang
Tomi Apra Santosa, Adikarya Technical Academy
Ika Agustina, Politeknik Negeri Media Kreatif
License
Copyright (c) 2023 Wasito Utomo, Wiwid Suryono, Jimmi, Tomi Apra Santosa, Ika Agustina
![Creative Commons License](http://i.creativecommons.org/l/by/4.0/88x31.png)
This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with Jurnal Penelitian Pendidikan IPA, agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution 4.0 International License (CC-BY License). This license allows authors to use all articles, data sets, graphics, and appendices in data mining applications, search engines, web sites, blogs, and other platforms by providing an appropriate reference. The journal allows the author(s) to hold the copyright without restrictions and will retain publishing rights without restrictions.
- 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 acknowledgment of its initial publication in Jurnal Penelitian Pendidikan IPA.
- 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 (See The Effect of Open Access).