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creative computational thinking steamer hybrid learning

STEAMER Hybrid Learning Project for Creative and Computational Thinking: Perspectives from Elementary School Teacher Candidates

Farida Nur Kumala , Arnelia Dwi Yasa , Moh Salimi , Sueb

The computing and creative skills of students in Indonesia are still low since the government has not focused on student creativity and computational .

  • Pub. date: August 15, 2024
  • Online Pub. date: June 12, 2024
  • Pages: 413-429
  • 0 Citations

The computing and creative skills of students in Indonesia are still low since the government has not focused on student creativity and computational empowerment programs. This research aims to develop a science, technology, engineering, art, mathematics, and reflection (STEAMER) hybrid learning project model for teachers' creative and computational thinking abilities, as well as analyze elementary school teacher candidates' perceptions of the use of STEAMER hybrid learning model to improve teachers' creative and computational thinking abilities. This research is development research with an analysis, design, development, implementation, and evaluation (ADDIE) model. The instruments used in this study were questionnaires and interviews with experts, lecturers, and elementary school teacher candidates. The research was conducted at eight universities in Indonesia with a total sample of 100 elementary school teacher candidates. Through quantitative and qualitative data analysis, the research results have developed the STEAMER hybrid learning project model based on learning theory, syntax, social systems, support systems, and the instructional impact of learning models. The results of the validation show that the developed learning model is feasible in terms of model, material, media, and language experts. The model is suitable for elementary school teacher education. Furthermore, based on the perceptions of the teacher candidates, it is stated that the STEAMER hybrid learning project can develop the ability of the teacher candidates to think creatively and computationally.

Keywords: Creative, computational thinking, STEAMER hybrid learning.

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Adriyawati, Utomo, E., Rahmawati, Y., & Mardiah, A. (2020). Steam-project-based learning integration to improve elementary school students’ scientific literacy on alternative energy learning. Universal Journal of Educational Research, 8(5), 1863-1873. https://doi.org/10.13189/ujer.2020.080523

Akpur, U. (2020). Critical, reflective, creative thinking and their reflections on academic achievement. Thinking Skills and Creativity, 37, Article 100683. https://doi.org/10.1016/j.tsc.2020.100683

Alam, A. (2020). Challenges and possibilities in teaching and learning of calculus: A case study of India. Journal for the Education of Gifted Young Scientists, 8(1), 407-433. https://doi.org/10.17478/jegys.660201

Almulla, M. A. (2020). The effectiveness of the project-based learning (PBL) approach as a way to engage students in learning. SAGE Open, 10(3), 1-15. https://doi.org/10.1177/2158244020938702

Anzari, P. P., Al Shiddiq, I. H., Pratiwi, S. S., Fatanti, M. N., & Silvallana, D. F. (2021). Teachers’ technological capability as digital immigrants in learning from home activities. International Journal of Emerging Technologies in Learning, 16(7), 146-159. https://doi.org/10.3991/ijet.v16i07.21229

Aprilia, N. (2016). Implementasi model pembelajaran reflektif untuk meningkatkan kemampuan pemahaman mahasiswa pendidikan biologi pada mata kuliah strategi pembelajaran di Program Studi FKIP Universitas Ahmad Dahlan [Implementation of the reflective learning model to improve the understanding ability of biology education students in the learning strategy course in the Study Program FKIP Ahmad Dahlan University]. Jurnal Bioedukatika, 4(1), 27-30. https://doi.org/10.26555/bioedukatika.v4i1.4739

Aristika, A., Darhim, Juandi, D., & Kusnandi. (2021). The effectiveness of hybrid learning in improving teacher-student relationship in terms of learning motivation. Emerging Science Journal, 5(4), 443-456. https://doi.org/10.28991/esj-2021-01288

Azmi, R. D., & Ummah, S. K. (2021). Implementasi project based learning untuk mengeksplorasi kemampuan computational thinking mahasiswa [Implementation of project based learning to explore students’ computational thinking abilities]. Jurnal Ilmiah Pendidikan Matematika Al Qalasadi, 5(1), 52-61. https://doi.org/10.32505/qalasadi.v5i1.2761

Baptist, K. J., Utami, D. N., Subali, B., & Alyosius, S. (2020). Effectiveness of project-based learning and 5E learning cycle instructional models. Jurnal Kependidikan: Penelitian Inovasi Pembelajaran, 4(1), 55-69. https://doi.org/10.21831/jk.v4i1.27107

Becker, K., & Park, K. (2011). Effects of integrative approaches among science, technology, engineering, and mathematics (STEM) subjects on students’ learning: A preliminary meta-analysis. Journal of STEM Education, 12(5&6), 23-38. https://bit.ly/3UZSre3

Buchholz, M., Saeli, M., & Schulte, C. (2013). PCK and reflection in computer science teacher education. In Proceedings of the 8th Workshop in Primary and Secondary Computing Education (pp. 8-16). Association for Computing Machinery. https://doi.org/10.1145/2532748.2532752

Budi, T., & Izzati, N. (2021). Analisis keaktifan dan tingkat berpikir kreatif mahasiswa dalam memecahkan soal matematika pada pembelajaran daring [Analysis of students’ activeness and level of creative thinking in solving mathematics problems in online learning]. Jurnal Eksakta Pendidikan, 5(2), 149-155. https://doi.org/10.24036/jep/vol5-iss2/597

Bustamante, J. C., Segura-Berges, M., Lizalde-Gil, M., & Peñarrubia-Lozano, C. (2022). Qualitative analyses of e-learning implementation and hybrid teaching during the COVID-19 pandemic at Spanish Universities. Sustainability, 14(19), Article 12003. https://doi.org/10.3390/su141912003

Chaeruman, U. A. (2017). PEDATI: Model desain pembelajaran blended [PEDATI: Blended learning design model]. Direktorat Jenderal Pembelajaran Kementerian Riset dan Pendidikan. https://bit.ly/3VcXf1l

Chamdani, M., Salimi, M., & Fajari, L. E. W. (2022). Perceptions of first-year students in online lectures in the Covid-19 pandemic era viewed from learning motivation. Pegem Journal of Education and Instruction/Pegem Eğitim ve Öğretim Dergisi, 12(2), 179–192. https://doi.org/10.47750/pegegog.12.02.18

Choi, Y., Lim, Y., & Son, D. (2017). A semantic network analysis on the recognition of STEAM by middle school students in South Korea. Eurasia Journal of Mathematics, Science and Technology Education, 13(10), 6457-6469. https://doi.org/10.12973/ejmste/77950

Chusna, C., & Yoto. (2023). Penerapan model PBL Hybrid dan PBL berbasis STEAM terhadap pemahaman konsep dasar-dasar listrik siswa SMK Teknik Instalasi Tenaga Listrik [Application of Hybrid PBL and STEAM-based PBL models to understand the basic concepts of electricity for Vocational]. Edukatif : Jurnal Ilmu Pendidikan, 5(6), 2542-2548. https://doi.org/10.31004/edukatif.v5i6.5715

Csizmadia, A., Curzon, P., Dorling, M., Humphreys, S., Ng, T.,Selby, C., & Woollard, J. (2015). Computational thinking - A guide for teachers. Computing At School. https://bit.ly/3R0AGdC   

Dick, W., Carey, L., & Carey, J. O. (2004). The systematic design of instruction (6th ed.). Allyn & Bacon.

Doleck, T., Bazelais, P., Lemay, D. J., Saxena, A., & Basnet, R. B. (2017). Algorithmic thinking, cooperativity, creativity, critical thinking, and problem solving: exploring the relationship between computational thinking skills and academic performance. Journal of Computers in Education, 4, 355-369. https://doi.org/10.1007/s40692-017-0090-9 

Domenici, V. (2022). STEAM project-based learning activities at the science museum as an effective training for future chemistry teachers. Education Sciences, 12(1), Article 30. https://doi.org/10.3390/educsci12010030

El-Gayar, O., & Dennis, T. (2005). Effectiveness of hybrid learning environments. Information Systems, 6(1), 176-182. https://doi.org/10.48009/1_iis_2005_176-182

Fauzan, & Arifin, F. (2017). Hybrid learning sebagai alternatif model pembelajaran [Hybrid learning as an alternative learning model]. In Seminar Nasional Profesionalisme Guru Di Era Digital (pp. 247-252). FITK Press. https://bit.ly/3WRZisQ

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. https://doi.org/10.36681/tused.2021.62

Gaston, J. P., & Havard, B. (2019). The effects of collaborative video production on situational interest of elementary school students. TechTrends, 63, 23-32. https://doi.org/10.1007/s11528-018-0363-9

Goodman, B., & Stivers, J. (2010). Project-Based Learning: A dynamic approach to teaching in which students explore real-world problems and challenges, simultaneously developing 21st Century skills while working in small collaborative groups. First State Military Academy. https://bit.ly/3URKJCW

Harmini, T., Annurwanda, P., & Suprihatiningsih, S. (2020). Computational thinking ability students based on gender in calculus learning. Aksioma Jurnal Program Studi Pendidikan Matematika, 9(4), 977-986. https://doi.org/10.24127/ajpm.v9i4.3160

Hsbollah, H. M., & Hassan, H. (2022). Creating meaningful learning experiences with active, fun, and technology elements in the problem-based learning approach and its implications. Malaysian Journal of Learning and Instruction, 19(1), 147-181. https://doi.org/10.32890/mjli2022.19.1.6

Hudiananingsih, D., Sitawati, R., Widanta, M. R. J., Ardika, D., Gede, S., & Sadiyani, W. (2019). Effectiveness of project-based learning (PjBL). In A. A. N. G. Sapteka, I. W. Suasnawa, E. Septevany, & N. M. K. S. Kom (Eds.), Proceedings of the International Conference On Applied Science and Technology 2019 - Social Sciences Track (ICASTSS 2019) (pp. 23-27). Atlantis Press. https://doi.org/10.2991/icastss-19.2019.80

Hunsaker, E. (2018). Computational Thinking. In A. Ottenbreit-Leftwich & R. Kimmons (Eds.), The K–12 educational technology handbook. EdTech Books. https://bit.ly/3KeHS1Q

Islam, S., Baharun, H., Muali, C., Ghufron, M. I., Bali, M. E. I., Wijaya, M., & Marzuki, I. (2018). To boost students’ motivation and achievement through blended learning. Journal of Physics: Conference Series, 1114(1), Article 012046. https://doi.org/10.1088/1742-6596/1114/1/012046

Issa, H. B., & Khataibeh, A. (2021). The effect of using project based learning on improving the critical thinking among upper basic students from teachers’ perspectives. Pegem Journal of Education and Instruction, 11(2), 52-57. https://bit.ly/4awrHHW

Jacob, S. R., & Warschauer, M. (2018). Computational thinking and literacy. Journal of Computer Science Integration, 1(1), Article 1. https://doi.org/10.26716/jcsi.2018.01.1.1

Julianti, N. H., Darmawan, P., & Mutimmah, D. (2022). Computational thinking dalam memecahkan masalah high order thinking skill siswa [Computational thinking in solving students’ high order thinking skill problems]. Prosiding Seminar Nasional MIPA UNIBA 2022, 2(1), 1–7. https://bit.ly/3Kh2si3

Kartikasari, I. A., Usodo, B., & Riyadi. (2022). The effectiveness open-ended learning and creative problem solving models to teach creative thinking skills. Pegem Journal of Education and Instruction/Pegem Eğitim ve Öğretim Dergisi, 12(4), 29-38. https://doi.org/10.47750/pegegog.12.04.04

Katz-Buonincontro, J. (2018). Gathering STE(A)M: Policy, curricular, and programmatic developments in arts-based science, technology, engineering, and mathematics education Introduction to the special issue of Arts Education Policy Review: STEAM Focus. Arts Education Policy Review, 119(2), 73-76. https://doi.org/10.1080/10632913.2017.1407979

Kert, S. B., Erkoç, M. F., & Yeni, S. (2020). The effect of robotics on six graders’ academic achievement, computational thinking skills and conceptual knowledge levels. Thinking Skills and Creativity, 38, Article 100714. https://doi.org/10.1016/j.tsc.2020.100714

Khader, N. S. K. (2016). The effectiveness of blended learning in improving students’ achievement in third grade’s science in Bani Kenana. Journal of Education and Practice, 7(35), 109-116. https://bit.ly/4bRxNUh

Kintu, M. J., Zhu, C., & Kagambe, E. (2017). Blended learning effectiveness: The relationship between student characteristics, design features, and outcomes. International Journal of Educational Technology in Higher Education, 14, Article 7. https://doi.org/10.1186/s41239-017-0043-4

Knowles, M. S., Holton, E. F., III, Swanson, R. A., & Robinson, P. A. (2020). The adult learner: The definitive classic in adult education and human resource development. Routledge. https://doi.org/10.4324/9780429299612

Kukushkin, S., & Churlyaeva, N. (2012). The problem of engineering creativity in Russia: A critical review. European Journal of Engineering Education, 37(5), 500-507. https://doi.org/10.1080/03043797.2012.718999

Kummanee, J., Nilsook, P., & Wannapiroon, P. (2020). Digital learning ecosystem involving STEAM gamification for a vocational innovator. International Journal of Information and Education Technology, 10(7), 533-539. https://doi.org/10.18178/ijiet.2020.10.7.1420

Lefrançois, G. R. (1999). Psychology for teaching (10th ed.). Wadsworth.

Liliwati, W., Rusnayati, H., Purwanto, & Aristantia, G. (2018). Implementation of STEAM education to improve mastery concept. IOP Conference Series: Materials Science and Engineering, 288, Article 012148. https://doi.org/10.1088/1757-899X/288/1/012148

Love, L. M., Haggar, F. L., McBrien, S. B., Buzalko, R. J., Hartman, T. L., Shope, R. J., & Beck Dallaghan, G. L. (2018). Supporting the professional identity of medical science educators: Understanding faculty motivations for quality improvement in teaching. Medical Science Educator, 28, 655-665. https://doi.org/10.1007/s40670-018-0609-3

Maksum, H., & Purwanto, W. (2022). The development of electronic teaching module for implementation of project-based learning during the pandemic. International Journal of Education in Mathematics, Science and Technology, 10(2), 293-307. https://doi.org/10.46328/ijemst.2247

Miles, M. B., Huberman, A. M., & Saldaña, J. (2013). Qualitative data analysis: A methods Sourcebook (3rd ed). Sage Publication Inc.

Moeller, B. M., Cutler, K., Fiedler, D., & Weier, L. (2013). Visual thinking strategies creative and critical thinking. Phi Delta Kappan, 95(3), 56-60. https://doi.org/10.1177/003172171309500312

Montés, N., Zapatera, A., Ruiz, F., Zuccato, L., Rainero, S., Zanetti, A., Gallon, K., Pacheco, G., Mancuso, A., Kofteros, A., & Marathefti, M. (2023). A novel methodology to develop STEAM projects according to national curricula. Education Sciences, 13(2), Article 169. https://doi.org/10.3390/educsci13020169

Mulyanto, A., Niwanputri, G. S., & Rusyda, Y. (2020). Computational thinking learning and teaching guide for primary and secondary schools in Indonesia. Institut Teknologi Bandung.

Murwaningsih, T., & Fauziah, M. (2022). The effectiveness of the TASC, CPS, and DI on divergent thinking skill at elementary school in Indonesia. International Journal of Instruction, 15(1), 167-184. https://doi.org/10.29333/iji.2022.15110a

Murwaningsih, T., Fauziah, M., & Astuti, D. (2023). Improving concept mastery through learning media with interactive conceptual instruction approach viewed from learning style. improve concept mastery. In Halengkara, L., Sunyono, Perdana, R., Putrawan, G. E., and Septiawan, T. Y. (Eds.), The 3rd International Conference on Progressive Education (ICOPE) 2021 (Vol. 2621, pp. 1-13). AIP Publishing. https://doi.org/10.1063/5.0142452

Nashir, M., & Laili, R. N. (2021). Hybrid learning as an effective learning solution on intensive English program in the new normal era. IDEAS Journal of Language Teaching and Learning, Linguistics and Literature, 9(2), 220-232. https://doi.org/10.24256/ideas.v9i2.2253

Nguyen, H., Garcia, L., Jacob, S., Richardson, D., & Warschauer, M. (2020). Reflection as Formative Assessment of Computational Thinking in Elementary Grades. In Gresalfi, M. and Horn, I. S. (Eds.), The Interdisciplinarity of the Learning Sciences, 14th International Conference of the Learning Sciences (ICLS) 2020 (Vol. 1, pp. 525-528). Nashville, Tennessee: International Society of the Learning Sciences. https://repository.isls.org/handle/1/6686

Nurhopipah, A., Nugroho, I. A., & Suhaman, J. (2021). Pembelajaran pemrograman berbasis proyek untuk mengembangkan kemampuan computational thinking anak [Project-based programming learning to develop children’s computational thinking abilities]. Jurnal Pengabdian Kepada Masyarakat, 27(1), 6-13. https://doi.org/10.24114/jpkm.v27i1.21291

Palts, T., & Pedaste, M. (2020). A model for developing computational thinking skills. Informatics in Education, 19(1), 113-128. https://doi.org/10.15388/infedu.2020.06

Purba, E. N., Surya, E., & Syahputra, E, (2017). Analisis kemampuan berpikir kreatif siswa melalui pemecahan masalah pada materi FPB dan KPK [Analysis of students’ creative thinking abilities through problem solving on FPB and KPK material]. ResearchGate. https://bit.ly/4awPSWV  

Putri, S. U., & Pitria, P. (2022). Identifikasi kemampuan fluency anak usia dini pada pembelajaran STEAM project based learning [Identifying early childhood fluency abilities in STEAM project based learning]. Aulad: Journal on Early Childhood, 5(1), 147-155. https://doi.org/10.31004/aulad.v5i1.307

Razdorskaya, O. (2015). Reflection and creativity: The need for symbiosis. Procedia - Social and Behavioral Sciences, 209, 433-438. https://doi.org/10.1016/j.sbspro.2015.11.241

Remenick, L., & Goralnik, L. (2019). Applying andragogy to an outdoor science education event. Journal of Continuing Higher Education, 67(1), 24-36. https://doi.org/10.1080/07377363.2019.1629804

Richards, J., Altshuler, M., Sherin, B. L., Sherin, M. G., & Leatherwood, C. J. (2021). Complexities and opportunities in teachers’ generation of videos from their own classrooms. Learning, Culture and Social Interaction, 28, Article 100490. https://doi.org/10.1016/j.lcsi.2021.100490

Román-gonzález, M., Moreno-león, J., & Robles, G. (2018). Extending the nomological network of computational thinking with non-cognitive factors. Computers in Human Behavior, 80, 441-459. https://doi.org/10.1016/j.chb.2017.09.030

Rosali, D. F., & Suryadi, D. (2021). An analysis of students’ computational thinking skills on the number patterns lesson during the covid-19 pandemic. Formatif: Jurnal Ilmiah Pendidikan MIPA, 11(2), 217-232. https://doi.org/10.30998/formatif.v11i2.9905

Rukayah, Daryanto, J., Atmojo, I. R. W., Ardiansyah, R., Saputri, D. Y., & Salimi, M. (2022). Augmented reality media development in STEAM learning in elementary schools. Ingénierie Des Systèmes d ’ Information, 27(3), 463-471. https://doi.org/10.18280/isi.270313

Santrock, J. W. (2011). Educational psychology (5th ed.) Mc.Graw-Hill Education.

Schön, D. A. (2017). Reflective practitioner: How professionals think in action. Routledge. https://doi.org/10.4324/9781315237473

Selby, C. C., & Woollard, J. (2013). Computational thinking: The developing definition. In Proceeding Conference: Special Interest Group on Computer Science Education (SIGCSE) (pp. 5-8). Association for Computing Machinery. https://eprints.soton.ac.uk/356481

Shin, N., Bowers, J., Krajcik, J., & Damelin, D. (2021). Promoting computational thinking through project-based learning. Disciplinary and Interdisciplinary Science Education Research, 3, Article 7. https://doi.org/10.1186/s43031-021-00033-y

Sigit, D. V., Ristanto, R. H., & Mufida, S. N. (2022). Integration of project-based e-learning with STEAM: An innovative solution to learn ecological concept. International Journal of Instruction, 15(3), 23-40. https://doi.org/10.29333/iji.2022.1532a

Skukauskaitė, A., & Girdzijauskienė, R. (2021). Video analysis of contextual layers in teaching-learning interactions. Learning, Culture and Social Interaction, 29, Article 100499. https://doi.org/10.1016/j.lcsi.2021.100499

Slavin, R. E. (2020). Educational psychology: Theory and practice (13th ed.). Pearson Education Inc.

Sondakh, D. E. (2019). Reflecting on computational thinking studies for high school education. CogITo Smart Journal, 4(2), 243-256. https://doi.org/10.31154/cogito.v4i2.136.243-256

Sousa, D. A., & Pilecki, T. (2013). From STEM to STEAM: Using brain-compatible strategies to integrate the arts. Corwin Press.

Suryaningsih, S. (2021). Integrasi science, technology, engineering, art, mathematics (STEAM) project: Inovasi pembelajaran kimia terhadap minat dan motivasi siswa [Integration of science, technology, engineering, art, mathematics (STEAM) project: Chemistry learning innovations]. In Prosiding Seminar Nasional (pp. 222-236). Fakultas Ilmu Tarbiyah dan Keguruan (FITK) UIN Syarif Hidayatullah Jakarta. https://bit.ly/4aAVlvB

Susiani, T. S., Salimi, M., Hidayah, R., Fauziah, M., & Astuti, D. (2022). Utilization of free platforms in online learning. In Proceedings of the 5th International Conference on Learning Innovation and Quality Education (ICLIQE '21) (pp. 1-5). Association for Computing Machinery. https://doi.org/10.1145/3516875.3516997

Susiani, T. S., Salimi, M., Ngatman, Hidayah, R., & Suhartono. (2021). STEAM in art education course: Students perception. In Proceedings of the 4th International Conference on Learning Innovation and Quality Education (ICLIQE 2020) (pp. 1-4). Association for Computing Machinery. https://doi.org/10.1145/3452144.3452266

Tabiin, A. (2019). Implementation of STEAM Method (Science, Technology, Engineering, Arts, and Mathematics) for early childhood developing in Kindergarten Mutiara Paradise Pekalongan. Early Childhood Research Journal, 2(2), 36-49. https://doi.org/10.23917/ecrj.v2i2.9903

Thornhill-Miller, B., Camarda, A., Mercier, M., Burkhardt, J.-M., Morisseau, T., Bourgeois-Bougrine, S., Vinchon, F., El Hayek, S., Augereau-Landais, M., Mourey, F., Feybesse, C., Sundquist, D., & Lubart, T. (2023). Creativity, critical thinking, communication, and collaboration: Assessment, certification, and promotion of 21st century skills for the future of work and education. Journal of Intelligence, 11(3), Article 54. https://doi.org/10.3390/jintelligence11030054

Utomo, W., Suryono, W., Jimmi, 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

Vonti, L. H., & Rahmah, M. (2019). The use of hybrid/blended learning in understanding of english structure subject to improve students’ achievement and their digital literacy. Journal of Humanities and Social Studies, 3(2), 99-102. https://doi.org/10.33751/jhss.v3i2.1467

Wale, B. D., & Bishaw, K. S. (2020). Effects of using inquiry-based learning on EFL students’ critical thinking skills. Asian-Pacific Journal of Second and Foreign Language Education, 5, Article 9. https://doi.org/10.1186/s40862-020-00090-2

Walker, S. E. (2006). Journal writing as a teaching technique to promote reflection. Journal of Athletic Training, 41(2), 216-221.

Wannapiroon, N., & Pimdee, P. (2022). Thai undergraduate science, technology, engineering, arts, and math (STEAM) creative thinking and innovation skill development: A conceptual model using a digital virtual classroom learning environment. Education and Information Technologies, 27, 5689-5716. https://doi.org/10.1007/s10639-021-10849-w

Widiansyah, A. (2021). Analisis model pembelajaran reflektif dalam meningkatkan hasil belajar mahasiswa pada mata kuliah pendidikan pancasila [Analysis of the reflective learning model in improving student learning outcomes in Pancasila education courses]. Cakrawala - Jurnal Humaniora, 21(1), 19-24. https://doi.org/10.31294/jc.v21i1.9619

Wilson, B., & Hawkins, B. (2019). Art and science in a transdisciplinary curriculum. In G. Judson & J. Lima (Eds.), Circe magazine: STEAM edition (pp. 27-36). CIRCE: The Centre for Imagination in Research, Culture & Education.

Wing, J. M. (2006). Computational thinking. Communications of the ACM, 49(3), 33-35. https://doi.org/10.1145/1118178.1118215

Wing, J. M. (2017). Computational thinking’s influence on research and education for all [Influenza del pensiero computazionale nella ricerca e nell’educazione per tutti]. Italian Journal of Educational Technology, 25(2), 7-14. https://doi.org/10.17471/2499-4324/922

Yang, D., Baek, Y., & Swanson, S. (2020). Developing computational thinking through project-based airplane design activities. In 2020 IEEE Frontiers in Education Conference (FIE) (pp. 1-4). IEEE. https://doi.org/10.1109/FIE44824.2020.9274021

Yulvinamaesari, & Tenriawaru, E. P. (2017). Analisis kemampuan berpikir kreatif mahasiswa fisika ditinjau dari perbedaan multipple intelligence [Analysis of physics students’ creative thinking abilities in terms of differences in multiple intelligence]. Jurnal Dinamika, 8(1), 41-55. https://bit.ly/3wIFTzT

Yuntawati, Y., Sanapiah, S., & Aziz, L. A. (2021). Analisis kemampuan computational thinking mahasiswa dalam menyelesaikan masalah matematika [Analysis of students’ computational thinking abilities in solving mathematical problems]. Media Pendidikan Matematika, 9(1), 34-42. https://doi.org/10.33394/mpm.v9i1.3898

Yusri, Y. (2013). Strategi pembelajaran andragogi [Andragogy learning strategy]. Al-Fikra : Jurnal Ilmiah Keislaman, 12(1), 25-52. https://doi.org/10.24014/af.v12i1.3861

Zayyinah, Z., Erman, E., Supardi, Z. A. I., Hariyono, E., & Prahani, B. K. (2022). STEAM-integrated project based learning models: Alternative to improve 21st century skills. In R. Charitas I. Prahmana, M. Shahrill, H.Julie, A. Lukito, & H. S. J. Andajani (Eds.), Proceedings of the Eighth Southeast Asia Design Research (SEA-DR) & the Second Science, Technology, Education, Arts, Culture, and Humanity (STEACH) International Conference (SEADR-STEACH 2021) (Vol. 627, pp. 251-258). Atlantis Press. https://doi.org/10.2991/assehr.k.211229.039

Zeichner, K. M., & Liston, D. P. (2014). Reflective teaching an introduction (2nd ed.). Routledge.

Zubaidah, S. (2019). STEAM (science, technology, engineering, arts, and mathematics): Pembelajaran untuk memberdayakan keterampilan abad ke-21 [STEAM (science, technology, engineering, arts, and mathematics): Learning to empower 21st century skills]. In Seminar Nasional Matematika dan Sains (pp. 1-18). FKIP  Universitas  Wiralodra  Indramayu.