The Influence of Inquiry Training Learning Model Based Design Thinking on Creative Thinking Skills of Indonesia Students: Systematic Literature Review and Meta-analysis
DOI:
10.29303/jppipa.v9iSpecialIssue.6212Published:
2023-12-15Issue:
Vol. 9 No. SpecialIssue (2023): UNRAM journals and research based on science education, science applications towards a golden Indonesia 2045Keywords:
Creative thinking, Design thinking, Effect size, Inquiry training learningReview
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Abstract
The purpose of this study is to determine the influence of the design thinking-based inquiry training learning model on the creative thinking skills of students in Indonesia. This type of research is a type of systematic literature review (SLR) research and meta-analysis. The sources in this study analyzed 13 studies obtained through the databases of Google Scholar, Education Resources Information Center (ERIC), Wiley, PLoL ONE, Taylor of Francis, and IEEE published from 2019-2023. Analyze data with the help of JSAP applications. The results concluded that the summary effect size value (rE = 0.84; p < 0.001) high effect size category. This finding shows that the inquiry training learning model based on design thinking has a high positive effect on the creative thinking ability of students in Indonesia
References
Adiilah, I. I., & Haryanti, Y. D. (2023). Pengaruh Model Problem Based Learning Terhadap Kemampuan Berpikir Kreatif Siswa pada Pembelajaran IPA. Papanda Journal of Mathematics and Science Research, 2(1), 49–56. https://doi.org/10.56916/pjmsr.v2i1.306
Ahokoski, E., Korventausta, M., Veermans, K., & Jaakkola, T. (2017). Teachers' Experiences of an Inquiry Learning Training Course in Finland. Science Education International, 28(4), 305-314. Retrieved from http://files.eric.ed.gov/fulltext/EJ1161524.pdf
Andrini, V. S. (2016). The Effectiveness of Inquiry Learning Method to Enhance Students ’ Learning Outcome : A Theoritical and Empirical Review. Journal of Education and Practice, 7(3), 38–42. Retrieved from http://files.eric.ed.gov/fulltext/EJ1089825.pdf
Atmojo, I. R. W., & Sajidan. (2020). Effectiveness of CEL-badis learning model on students’ creative-thinking skills: Case on the topic of simple food biotechnology. International Journal of Instruction, 13(3), 329–342. https://doi.org/10.29333/iji.2020.13323a
Attanurakkee, P. P., & Dhammabhisamai, P. (2022). Conduct a Collaborative Effort of Teachers to Strengthen Students’ Creative Thinking Skills. Education Quarterly Reviews, 5(3), 459–472. https://doi.org/10.31014/aior.1993.05.03.559
Batong, J. S. T., & Wilujeng, I. (2018). Developing Web-Students’ Worksheet Based on Inquiry Training for Increase Science Literacy. Journal of Physics: Conference Series, 1097(1). https://doi.org/10.1088/1742-6596/1097/1/012021
Bernard, P., & Dudek-różycki, K. (2020). The Impact Of Professional Development In Inquiry- Based Methods On Science Teachers ’ Classroom Practice. Journal of Baltic Science Education, 19(2), 201–219. Retrieved from https://www.ceeol.com/search/article-detail?id=947099
Borenstein, M., & Hedges, L. V. (2009). Introduction to Meta-Analysis Introduction.
Chahine, I. C., Robinson, N., & Mansion, K. (2020). Using Robotics and Engineering Design Inquiries to Optimize Mathematics Learning for Middle Level Teachers: A Case Study. Journal on Mathematics Education, 11(2), 319–332. Retrieved from http://files.eric.ed.gov/fulltext/EJ1252005.pdf
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.
Dominggus, R., Kristin, S., Martha M, B., Since Y, K., Vera V, K., & CorneliLatu, P. (2021). Resource based learning design thinking (RBLDT): A model to improve students’ creative thinking skills, concept gaining, and digital literacy. Cypriot Journal of Educational Sciences, 16(1), 288–302. Retrieved from http://files.eric.ed.gov/fulltext/EJ1288557.pdf
Dorland, A. (2023). Failing to Learn: Design Thinking and the Development of a Failure-Positive Mindset in the University Classroom. Collected Essays on Learning and Teaching, 14(1), 1–21. https://doi.org/10.22329/celt.v14i1.7155
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
Ernawati, M. D. W., Rusdi, M., Asrial, A., Muhaimin, M., Wulandari, M., & Maryani, S. (2022). Analysis of Problem Based Learning in the Scaffolding Design: Students' Creative-Thinking Skills. Cypriot Journal of Educational Sciences, 17(7), 2333-2348. Retrieved from http://files.eric.ed.gov/fulltext/EJ1350312.pdf
Ertikanto, C. (2017). Development and Evaluation of a Model-Supported Scientific Inquiry Training Program for Elementary Teachers in Indonesia. International Journal of Instruction, 10(3), 93–108. Retrieved from https://eric.ed.gov/?id=EJ1150995
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
Gillani, B. (2010). Inquiry-Based Training Model and the Design of E-Learning Environments. Issues in Informing Science and Information Technology, 7, 001–009. https://doi.org/10.28945/1188
Grizioti, M., & Langenhove, L. V. A. N. (2022). Game Modding for Learning Design Thinking on an E-Learning Platform. Special Collection: Remediation of Learning, 14(1), 99–111. https://doi.org/10.16993/dfl.181
Hariyadi, S., Santosa, T. A., & Sakti, B. P. (2023). Effectiveness of STEM-Based Mind Mapping Learning Model to Improve Students’ Science Literacy in the Era of Revolution. Jurnal Penelitian Pendidikan IPA, 9(10), 791–799. https://doi.org/10.29303/jppipa.v9i10.5125
Hashim, A., Ruzaina, S., Aris, S., & Fook, C. Y. (2019). Promoting Empathy Using Design Thinking In Project- Based Learning And As A Classroom Culture (pp. 14–23). Retrieved from https://ir.uitm.edu.my/id/eprint/29763/
Hews, R., Beligatamulla, G., & McNamara, J. (2023). Creative confidence and thinking skills for lawyers: Making sense of design thinking pedagogy in legal education. Thinking Skills and Creativity, 49(April), 101352. https://doi.org/10.1016/j.tsc.2023.101352
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
Inati, H. D., Abidin, Z., & Junaedi, E. (2016). Penerapan Model Pembelajaran Inquiry Training Berbantu Vee Diagram Terhadap Keterampilan Berpikir Kreatif Siswa Kelas X Pada Konsep Ekosistem. Quagga, 8(2), 27–35. https://doi.org/10.25134/quagga.v8i2.831
Jodion Siburian, Aloysius Duran Corebima, Ibrohim, M. S. (2019). The Correlation Between Critical and Creative Thinking Skills on Cognitive Learning Results. Eurasian Journal of Educational Research, 81, 99–114. https://doi.org/10.14689/ejer.2019.81.6
Jumadi, J., Perdana, R., Hariadi, M. H., Warsono, W., & Wahyudi, A. (2021). The impact of collaborative model assisted by Google Classroom to improve students’ creative thinking skills. International Journal of Evaluation and Research in Education, 10(2), 396–403. https://doi.org/10.11591/ijere.v10i2.20987
Kartikasari, I. A., Usodo, B., & Riyadi. (2022). The Effectiveness Open-Ended learning and Creative Problem Solving Models to Teach Creative Thinking Skills. Pegem Egitim ve Ogretim Dergisi, 12(4), 29–38. https://doi.org/10.47750/pegegog.12.04.04
Ladachart, L., Radchanet, V., & Phothong, W. (2022). Design Thinking Mindsets Facilitating Students’ Learning of Scientific Concepts in Design-Based Activities. Journal of Turkish Science Education, 19(1), 1–16. https://doi.org/10.36681/tused.2021.106
Liudmyla, D., Olena, K., Yana, L., Svitlana, N., & Olena, Y. (2022). Prospects for the Development of Design Thinking of Higher Education Applicants in the Culture and Art Industry in the Context of Digitalization. Journal of Curriculum and Teaching, 11(5), 196–204. https://doi.org/10.5430/jct.v11n5p196
Made, N., Kusadi, R., Sriartha, I. P., & Kertih, I. W. (2020). Model Pembelajaran Project Based Learning Terhadap Keterampilan Sosial Dan Berpikir Kreatif. TSCJ, 3(1), 18–27. https://doi.org/10.23887/tscj.v3i1.24661
Mccurdy, R. P., Nickels, M., & Bush, S. B. (2020). Problem-Based Design Thinking Tasks : Engaging Student Empathy in STEM. Electronic Journal for Research In Science & Mathematics Education, 24(2), 22–55. Retrieved from https://ejrsme.icrsme.com/article/view/19925
Moffett, J., & Cassidy, D. (2023). Building a Digital Educational Escape Room Using an Online Design-Thinking Process. Online Learning Journa, 27(2), 223–244. Retrieved from https://pdfs.semanticscholar.org/cb24/95b6a3577d703de553a67a85d19a85c2769c.pdf
Nasution, N. E. A., Al Muhdhar, M. H. I., Sari, M. S., & Balqis. (2023). Relationship between Critical and Creative Thinking Skills and Learning Achievement in Biology with Reference to Educational Level and Gender. Journal of Turkish Science Education, 20(1), 66–83. https://doi.org/10.36681/tused.2023.005
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
Öztürk, B., Kaya, M., & Demir, M. (2022). Does inquiry-based learning model improve learning outcomes ? A second-order meta-analysis. Journal of Pedagogical Research, 6(4), 201–216. https://doi.org/10.33902/JPR.202217481
Perdana, R. (2020). The Effectiveness of Inquiry Social Complexity to Improving Critical and Creative Thinking Skills of Senior High School Students. International Journal of Instruction, 13(4), 477–490. Retrieved from http://files.eric.ed.gov/fulltext/EJ1270742.pdf
Pratomo, L. C., Siswandari, & Wardani, D. K. (2021). The effectiveness of design thinking in improving student creativity skills and entrepreneurial alertness. International Journal of Instruction, 14(4), 695–712. https://doi.org/10.29333/iji.2021.14440a
Rahman, A., Santosa, T. A., & Suharyat, Y. (2023). The Effect of Problem Based Learning-STEM on Students ’ 21st Century Skills in Indonesia : A Meta-Analysis. 2(1). https://doi.org/10.56910/literacy.v2i1.550
Rauth, I., Köppen, E., Jobst, B., & Meinel, C. (2010). Design thinking: An educational model towards creative confidence. In DS 66-2: Proceedings of the 1st international conference on design creativity (ICDC 2010). Retrieved from https://www.designsociety.org/publication/30267/Design+Thinking%3A+An+Educational+Model+towards+Creative+Confidence
Ritter, S. M., Id, X. G., Crijns, M., & Biekens, P. (2020). Fostering students ’ creative thinking skills by means of a one-year creativity training program. PLos ONE, 15(3), 1–18. https://doi.org/10.1371/journal.pone.0229773
Saregar, A., Cahyanti, U. N., Misbah, Susilowati, N. E., Anugrah, A., & Muhammad, N. (2021). Core learning model: Its effectiveness towards students’ creative thinking. International Journal of Evaluation and Research in Education, 10(1), 35–41. https://doi.org/10.11591/ijere.v10i1.20813
Silva, H., Lopes, J., Dominguez, C., & Morais, E. (2022). Lecture, Cooperative Learning and Concept Mapping: Any Differences on Critical and Creative Thinking Development. International Journal of Instruction, 15(1), 765–780. https://doi.org/10.29333/iji.2022.15144a
Sofianora, A., Suharyat, Y., Santosa, T. A., & Supriyadi, A. (2023). Pengaruh Profesionalitas Guru Matematika dalam Meningkatkan Kompetensi Siswa Era Revolusi Industri 5.0 di Indonesia: Sebuah Meta-Analisis. Jurnal Math-UMB. EDU, 10(2), 49-58. https://doi.org/10.36085/mathumbedu.v10i2.4868
Sulistiyarini, A., Sukarno, & Triyanto. (2022). Pre-Lesson Reading Activities on Creative Thinking Skills: Implementation, Impact, and Constraints. Pegem Egitim ve Ogretim Dergisi, 12(4), 89–102. https://doi.org/10.47750/pegegog.12.04.10
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
Sur, E., & Ateş, M. (2022). Examination of the Relationship Between Creative Thinking Skills and Comprehension Skills of Middle School Students. Participatory Educational Research, 9(2), 313–324. https://doi.org/10.17275/per.22.42.9.2
Suryandari, K., Rokhmaniyah, & Wahyudi (2021). The effect of scientific reading based project model in empowering creative thinking skills of preservice teacher in elementary school. European Journal of Educational Research, 10(3), 1329-1340. https://doi.org/10.12973/eu-jer.10.3.1329
Suwendra, I. W. (2023). The integration of the self-concept-based Upanishad learning model in blended learning and its impact on character development and creative thinking skills. Ournal of Education and E-Learning Research, 10(1), 51–60. https://doi.org/10.20448/jeelr.v10i1.4342
Tabieh, A. A. S., & Hamzeh, M. (2022). the Impact of Blended-Flipped Learning on Mathematical Creative Thinking Skills. Journal of Educators Online, 19(3). https://doi.org/10.9743/JEO.2022.19.3.15
Tok, Ş., Dolapçıoğlu, S., & Akgün Özpolat, E. (2022). A Need Analysis on Development of Creative Thinking Skills: A Phenomenological Study. Uluslararası Eğitim Programları ve Öğretim Çalışmaları Dergisi, 12(1), 1–18. https://doi.org/10.31704/ijocis.2022.001
Turnip, B., Wahyuni, I., & Tanjung, Y. I. (2016). The Effect of Inquiry Training Learning Model Based on Just inTime Teaching for Problem Solving Skill. Journal of Education and Practice, 7(15), 177–181. Retrieved from http://files.eric.ed.gov/fulltext/EJ1103095.pdf
Utomo, T., Wahyuni, D., & Hariyadi, S. (2014). Pengaruh Model Pembelajaran Berbasis Masalah (Problem Based Learning) Terhadap Pemahaman Konsep dan Kemampuan Berpikir Kreatif Siswa (Siswa Kelas VIII Semester Gasal SMPN 1 Sumbermalang Kabupaten Situbondo Tahun Ajaran 2012/2013). Jurnal Edukasi Unej, 7(1), 5–9. https://doi.org/10.19184/jukasi.v1i1.1025
Utomo, W., Suryono, W., Santosa, T. A., & Agustina, I. (2023). The Effect of STEAM-Based Hybrid Based Learning Model on Students ’ Critical Thinking Skills. Jurnal Penelitian Pendidikan IPA, 9(9), 742–750. https://doi.org/10.29303/jppipa.v9i9.5147
Wahyudi, W., Verawati, N. N. S. P., Ayub, S., & Prayogi, S. (2019). The effect of scientific creativity in inquiry learning to promote critical thinking ability of prospective teachers. International Journal of Emerging Technologies in Learning (Online), 14(14), 122. https://doi.org/10.3991/ijet.v14i14.9532
Yildiz, C., & Guler Yildiz, T. (2021). Exploring the relationship between creative thinking and scientific process skills of preschool children. Thinking Skills and Creativity, 39(December), 100795. https://doi.org/10.1016/j.tsc.2021.100795
Yıldırım, N. (2022). Argumentation-Based Teaching in Science Education: Meta- Analysis. Education Quarterly Reviews, 5(2), 226–237. https://doi.org/10.31014/aior.1993.05.02.483
Yuliska, R., Syafriani, S., & Ramli, R. (2020). Efektivitas Pengembangan LKPD Fisika SMA/MA Berbasis Inquiry Training Untuk Meningkatkan Kemampuan Berpikir Kreatif Peserta Didik. Jurnal Eksakta Pendidikan (Jep), 4(1), 89. https://doi.org/10.24036/jep/vol4-iss1/428
Yustiana, Mahadi, I., & Ariska, D. (2022). The Effect of E-Learning Based on the Problem-Based Learning Model on Students ’ Creative Thinking Skills During the Covid-19 Pandemic. International Journal of Instruction, 15(2), 329–348. Retrieved from http://files.eric.ed.gov/fulltext/EJ1341621.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
Yuyun Suprapto, Politeknik Penerbangan Surabaya
Asmawati, IAIN PALANGKARAYA
Abdul Rahman, Universitas Sebelas Maret
Wasito Utomo, Politeknik Penerbangan Surabaya
Tomi Apra Santosa, Akademi Teknik Adikarya
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Copyright (c) 2023 Yuyun Suprapto, Asmawati, Abdul Rahman, Wasito Utomo, Tomi Apra Santosa

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