STUDI META-ANALISIS: EFEKTIVITAS MODEL PROJECT-BASED LEARNING TERHADAP KEMAMPUAN BERPIKIR KREATIF MATEMATIS SISWA
(1) Universitas Pendidikan Indonesia
(2) Universitas Pendidikan Indonesia
(3) Universitas Katolik Indonesia Santu Paulus Ruteng
(4) Universitas Katolik Indonesia Santu Paulus Ruteng
(*) Corresponding Author
Abstract
Abstrak
Studi individu tentang efektivitas model project-based learning (PjBL) telah banyak dilakukan dengan hasil yang beragam. Namun sejauhmana karakteristik penelitian berperan dalam variasi hasil studi individu, belum diekplorasi. Sebagai upaya mengisi kekosongan tersebut maka penelitian meta-analysis ini dilakukan untuk menentukan efek keseluruhan model PjBL pada kemampuan berpikir kreatif matematis, dan dilakukan mempertimbangkan peran moderator dalam mengimplemtasikannya lebih lanjut. Pencarian studi dilakukan pada rentang tahun 2014 hingga 2020 pada basis data ERIC, Google Schoolar dan IOP Publishing. Hasil pencarian memberikan dua belas studi yang memenuhi syarat inklusi untuk diekstraksi. Perhitungan menggunakan bantuan software CMA versi. 3.3, dan menggunakan model efek-acak sebagai metode estimasi. Sebagai hasil penelitian, diperoleh ukuran efek keseluruhan studi adalah 1,190 yang menunjukkan bahwa implementasi PjBL berdampak besar terhadap kemampuan berpikir kreatif matematis siswa. Selain itu, hasil analisis moderator berimplikasi pada implementasi PjBL dimasa depan. Keterbatasan penelitian dibahas sebagai ide dasar untuk penelitian selanjutnyaKeywords
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Anggreni, Y. D., Festiyed, & Asrizal. (2019). Meta-analisis Pengaruh Model Pembelajaran Project Based Learning Terhadap Kemampuan Berpikir Kritis Peserta Didik SMA. Pillar of Physics Education, 12(4), 881–888. https://doi.org/10.24036/7912171074
Arik, S., & Yilmaz, M. (2020). The effect of constructivist learning approach and active learning on environmental education: A meta-analysis study. International Electronic Journal of Environmental Education, 10(1), 44–84. https://files.eric.ed.gov/fulltext/EJ1239355.pdf
Balemen, N., & Ozer Keskin, M. (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.
Borenstein, M., Hedges, L. V, & Rothstein, H. R. (2009). Introduction Meta-Analysis (Issue January). John Wiley & Sons.
Cohen, L., Manion, L., & Morrison, K. (2018). Research Methods in Education (8th ed.). Routledge Taylor & Francis Group.
Damayanti, H. T., & Sumardi. (2018). Mathematical Creative Thinking Ability of Junior High School Students in Solving Open-Ended Problem. Journal of Research and Advances in Mathematics Education, 3(1), 36–45. https://doi.org/10.1088/1742-6596/1806/1/012069
De Raadt, A., Warrens, M. J., Bosker, R. J., & Kiers, H. A. L. (2019). Kappa Coefficients for Missing Data. Educational and Psychological Measurement, 79(3), 558–576. https://doi.org/10.1177/0013164418823249
Fadhli, M., Brick, B., Setyosari, P., Ulfa, S., & Kuswandi, D. (2020). A Meta-Analysis of Selected Studies on the Effectiveness of Gamification Method for Children. International Journal of Instruction, 13(1), 845–854. https://doi.org/10.29333/iji.2020.13154a
Fournier, K. A., Hass, C. J., Naik, S. K., Lodha, N., & Cauraugh, J. H. (2010). Motor coordination in autism spectrum disorders: A synthesis and meta-analysis. Journal of Autism and Developmental Disorders, 40(10), 1227–1240. https://doi.org/10.1007/s10803-010-0981-3
Girgin, D. (2020). Evaluation of Project-Based Learning Process of Gifted Children via Reflective Journals. International Journal of Curriculum and Instryction, 12(2), 772–796.
Hidayah, I., Isnarto, Masrukan, Asikin, M., & Margunani. (2020). Quality Management of Mathematics Manipulative Products to Support Students’ Higher Order Thinking Skills. International Journal of Instruction, 14(1), 537–554. https://doi.org/10.29333/IJI.2021.14132A
Jackson, D., & Turner, R. (2017). Power Analysis for Random-Effects Meta-analysis. Research Synthesis Methods, 8(3), 290–302. https://doi.org/10.1002/jrsm.1240
Jalinus, N., Syahril, Nabawi, R. A., & Arbi, Y. (2020). How Project-Based Learning and Direct Teaching Models Affect Teamwork and Welding Skills Among Students. International Journal of Innovation, Creativity and Change, 11(11), 85–111.
Juandi, D., Kusumah, Y. S., Tamur, M., Perbowo, K. S., Siagian, M. D., Sulastri, R., & Negara, H. R. P. (2021). The Effectiveness of Dynamic Geometry Software Applications in Learning Mathematics: A Meta- Analysis Study. International Journal Interactive Mobile Technologies, 15(02), 18–37. https://doi.org/10.3991/ijim.v15i02.18853
Juandi, D., Kusumah, Y. S., Tamur, M., Perbowo, K. S., & Wijaya, T. T. (2021). A meta-analysis of Geogebra software decade of assisted mathematics learning : what to learn and where to go? Heliyon, 7(5), e06953. https://doi.org/10.1016/j.heliyon.2021.e06953
Juandi, D., & Tamur, M. (2020). Pengantar Analisis Meta (1st ed.). UPI PRESS.
Juandi, D., & Tamur, M. (2021). The impact of problem-based learning toward enhancing mathematical thinking: A meta-analysis study. Journal of Engineering Science and Technology, 16(4), 3548–3561.
Kadir, K. (2017). Meta-Analysis of the Effect of Learning Intervention Toward Mathematical Thinking on Research and Publication of Student. TARBIYA: Journal of Education in Muslim Society, 4(2), 162–175. https://doi.org/10.15408/tjems.v4i2.8010
Kot, M., Terzioglu, N. K., Aktas, B., & Yikmis, A. (2018). Effectiveness of Touch Math Technique: Meta-Analysis Study. Online Submission, 3(4), 100–111. https://doi.org/10.5281/zenodo.1326894
Lee, Y. H. (2019). Strengths and Limitations of Meta-Analysis. The Korean Journal of Medicine, 94(5), 391–395. https://doi.org/10.3904/kjm.2019.94.5.391
Maeda, Y., & Harwell, M. (2016). Guidelines for Using the “Q” Test in Meta-Analysis. Mid-Western Educational Researcher, 28(1), 55–72.
Moeyaert, M. (2019). Quantitative Synthesis of Research Evidence: Multilevel Meta-Analysis. Behavioral Disorders, 44(4), 241–256. https://doi.org/10.1177/0198742918806926
Mullen, B., Muellerleile, P., & Bryant, B. (2001). Cumulative meta-analysis: A consideration of indicators of sufficiency and stability. Personality and Social Psychology Bulletin, 27(11), 1450–1462. https://doi.org/10.1177/01461672012711006
Ngiamsunthorn, P. S. (2020). Promoting Creative Thinking for Gifted Students in Undergraduate Mathematics. JRAMathEdu (Journal of Research and Advances in Mathematics Education), 5(1), 13–25. https://doi.org/10.23917/jramathedu.v5i1.9675
Noviyana, H. (2017). Pengaruh Model Project Based Learning Terhadap Kemampuan Berpikir Kreatif Matematika Siswa. Jurnal Edumath, 3(2), 110–117.
Nurhayati, S. (2017). Model Pembelajaran Project Based Learning Ditinjau dari Keterampilan Berpikir Kreatif pada Materi Statistika Siswa Kelas VII SMPN 1 Ngronggot. Simki-Techsin, 01(7), 1–7.
Octariani, D., & Rambe, I. H. (2020). Model Pembelajaran Berbasis Project Based Learning Untuk Meningkatkan Kemampuan Berpikir Kreatif Matematika Siswa SMA. Genta Mulia, XI(1), 126–130.
Oh-Young, C., Filler, J., & Buchter, J. (2020). The Meta-Analysis Review: A Valuable Resource for Special Educators. Intervention in School and Clinic, 55(3), 139–144. https://doi.org/10.1177/1053451219842222
Paloloang, M. F. B., Juandi, D., Tamur, M., Paloloang, B., & Adem, A. M. G. (2020). Meta Analisis: Pengaruh Problem-Based Learning Terhadap Kemampuan Literasi Matematis Siswa Di Indonesia Tujuh Tahun Terakhir. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 9(4), 851–864. https://doi.org/10.24127/ajpm.v9i4.3049
Sari, Y. K., Juandi, D., Tamur, M., & Adem, A. M. G. (2021). Meta-Analysis: Mengevaluasi Efektivitas Problem Based Learning pada Kemampuan Pemahaman Matematis Siswa. Journal of Honai Math, 4(1), 1–18. https://doi.org/10.30862/jhm.v4i1.144
Shalihah, N. H., Dafik, & Prastiti, T. D. (2020). The Analysis of The Application of Learning Materials Based on Project-Based Learning to Improve The Elementary School Students’ Creative Thinking Skills in Solving Contextual Division Problems. Journal of Physics: Conference Series, 1563, 1–17. https://doi.org/10.1088/1742-6596/1563/1/012044
Siegel, L., Murad, M. H., & Chu, H. (2021). Estimating The Reference Range From a Meta-analysis. Research Synthesis Methods, 12(2), 148–160. https://doi.org/10.1002/jrsm.1442
Sudianto, S., Dwijanto, & Dewi, N. R. (2019). Students’ Creative Thinking Abilities and Self Regulated Learning on Project-Based Learning with LMS Moodle. Unnes Journal of Mathematics Education Research, 8(1), 10–17.
Suparman, Juandi, D., & Tamur, M. (2021a). Problem-Based Learning for Mathematical Critical Thinking Skills : A Meta-Analysis. Journal of Hunan University (Natural Sciences), 48(2), 133–144.
Suparman, Juandi, D., & Tamur, M. (2021b). Does Problem-Based Learning Enhance Students ’ Higher Order Thinking Skills in Mathematics Learning ? A Systematic Review and Meta-Analysis. 2021 4th Inter- National Conference on Big Data and Education (ICBDE’21), 44–51. https://doi.org/10.1145/3451400.3451408
Suparman, S., Juandi, D., & Tamur, M. (2021c). Review of problem-based learning trends in 2010-2020 : A meta-analysis study of the effect of problem-based learning in enhancing mathematical problem-solving skills of Indonesian students. Journal of Physics: Conference Series, 1722(1), 012103. https://doi.org/10.1088/1742-6596/1722/1/012103
Suparman, Tamur, M., Yunita, Wijaya, T. T., & Syaharuddin. (2021). Using Problem-Based Learning to Enhance Mathematical Abilities of Primary School Students : A Systematic Review and Meta-Analysis. Jurnal Teori Dan Aplikasi Matematika, 5(1), 144–161. https://doi.org/10.31764/jtam.v5i1.3806
Susanti, N., Juandi, D., & Tamur, M. (2020). The Effect of Problem-Based Learning ( PBL ) Model On Mathematical Communication Skills of Junior High School Students – A Meta-Analysis Study. JTAM (Jurnal Teori Dan Aplikasi Matematika), 4(2), 145–154. https://doi.org/10.31764/jtam.v4i2.2481
Syahrin, A., Dawud, Suwignyo, H., & Priyatni, E. T. (2019). Creative Thinking Patterns in Student’s Scientific Works. Eurasian Journal of Educationa; Research, 81, 21–36. https://doi.org/10.14689/ejer.2019.81.2
Tamur, M, Fedi, S., Sennen, E., Marzuki, Nurjaman, A., & Ndiung, S. (2021). A meta-analysis of the last decade STEM implementation : what to learn and where to go. Journal of Physics: Conference Series, 1882(1), 012082. https://doi.org/10.1088/1742-6596/1882/1/012082
Tamur, M, Jehadus, E., Nendi, F., Mandur, K., & Murni, V. (2020). Assessing the effectiveness of the contextual teaching and learning model on students ’ mathematical understanding ability : a meta-analysis study. Journal of Physics: Conference Series, 1657(1), 012067. https://doi.org/10.1088/1742-6596/1657/1/012067
Tamur, M, & Juandi, D. (2020). Effectiveness of Constructivism Based Learning Models Against Students Mathematical Creative Thinking Abilities in Indonesia: A Meta-Analysis Study. Pervasive Health: Pervasive Computing Technologies for Healthcare, 1, 107–114. https://doi.org/10.4108/eai.12-10-2019.2296507
Tamur, Maximus, & Juandi, D. (2020). Effectiveness of Constructivism Based Learning Models Against Students Mathematical Creative Thinking Abilities in Indonesia: A Meta-Analysis Study. Mathematics, Science, and Computer Science Education International Seminar, MSCEIS 2019, 1–8. https://doi.org/10.4108/eai.12-10-2019.2296507
Tamur, Maximus, Juandi, D., & Adem, A. M. G. (2020). Realistic Mathematics Education in Indonesia and Recommendations for Future Implementation : A Meta-Analysis Study. Jurnal Teori Dan Aplikasi Matematika, 4(1), 17–27. https://doi.org/10.31764/jtam.v4i1.1786
Tamur, Maximus, Juandi, D., & Kusumah, Y. S. (2020). The Effectiveness of the Application of Mathematical Software in Indonesia: A Meta-Analysis Study. International Journal of Instruction, 13(4), 867–884. https://doi.org/10.29333/iji.2020.13453a
Tamur, Maximus, Kurnila, V. S., Jehadus, E., Ndiung, S., Pareira, J., & Syaharuddin, S. (2021). Learning from the Past : Meta-Analysis of Contextual Teaching-Learning of the Past Decade. International Journal of Education & Curriculum Application, 4(1), 1–10. https://doi.org/10.31764/ijeca.v4i1.3981
Tamur, Maximus, Ndiung, S., Nurjaman, A., & Pereira, J. (2021). Do differences in measured mathematical abilities moderate the effectiveness of the realistic mathematics education approach? Meta-analysis studies. Jurnal Math Educator Nusantara, 7(1), 12–25. https://doi.org/10.29407/jmen.v7i1.15736
Ummah, S. K., Inam, A., & Azmi, R. D. (2019). Creating Manipulative: Improving Students’ Creativity Through Project-Based Learning. Journal on Mathematics Education, 10(1), 93–102. https://doi.org/10.22342/jme.10.1.5093.93-102
Yunita, Y., Juandi, D., Tamur, M., Adem, A. M. G., & Pereira, J. (2020). A meta-analysis of the effects of problem-based learning on students ’ creative thinking in mathematics. Beta: Jurnal Tadris Matematika, 13(2), 104–116. https://doi.org/10.20414/betajtm.v13i2.380
Yunita, Y., Wahidin, W., & Tsurayya, A. (2018). The Development of Mathematics Higher Order Thinking Skills Instrument for Grade VIII junior High School. Journal of Physics: Conference Series, 1088, 1–6. https://doi.org/10.1088/1742-6596/1088/1/012093
DOI: http://dx.doi.org/10.24127/ajpm.v10i3.3705
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