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All Journal Irfani Tadbir: Jurnal Manajemen Pendidikan Islam Pro-Life SEJ (Science Education Journal) Jurnal Penelitian Pendidikan IPA (JPPIPA) Jurnal Biology Education Assimilation: Indonesian Journal of Biology Education Bioedukasi: Jurnal Pendidikan Biologi Jambura Edu Biosfer Journal JAMBURA Journal of Architecture Jambura Journal of Educational Chemistry Jurnal Review Pendidikan dan Pengajaran (JRPP) Jurnal Pembelajaran dan Biologi Nukleus Jurnal Biogenerasi Prosiding Conference on Research and Community Services Eduproxima : Jurnal Ilmiah Pendidikan IPA Jurnal Sibermas (Sinergi Pemberdayaan Masyarakat) Didaktika: Jurnal Kependidikan Mattawang: Jurnal Pengabdian Masyarakat Journal of Research in Instructional Jurnal Pijar MIPA Inornatus: Biology Education Journal Proceedings of The ICECRS Prosiding SNPBS (Seminar Nasional Pendidikan Biologi dan Saintek) Biocaster : Jurnal Kajian Biologi Jurnal Pengabdian Masyarakat Bangsa Biodik: Jurnal Ilmiah Pendidikan Biologi Jurnal Pendidikan IPA Indonesia Algoritma: Jurnal Matematika, Ilmu Pengetahuan Alam, Kebumian dan Angkasa Jurnal Pendidikan MIPA
Frida Maryati Yusuf
Universitas Negeri Gorontalo
Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Nursing Physics Public Health Social Sciences Other

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Journal : Jurnal Pendidikan IPA Indonesia

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Research Trends Of Computational Thinking For Advancing Sustainable Development Goals (SDGs) In Science Learning: Bibliometric Analysis Alfian Erwinsyah; Yusuf, Frida Maryati; Laliyo, Lukman A.R; Mursalin; Inga Riumkina
Jurnal Pendidikan IPA Indonesia Vol. 14 No. 2 (2025): June 2025
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/jpii.v14i2.23645

Abstract

Computational Thinking (CT) emerged as a crucial competency that bridges digital literacy and scientific problem solving in the context of achieving Sustainable Development Goal (SDG) 4 on quality education. However, the model of integrating CT in science learning is still poorly explored, hindering progress towards SDG Targets 4.4 (technical skills) and 4.7 (scientific literacy). This study is the first bibliometric analysis to map the trends of CT research in science learning (2021–2023) through Scopus. The novelty lies in the identification of global collaboration patterns, knowledge gaps, and research priorities that are aligned with the 2030 Agenda. Three research questions were guided: (1) Publication distribution, (2) Dominant journals and subject areas, (3) Keyword dynamics/co-occurrence networks. Data retrieved from Scopus using the strings TITLE-ABS-KEY("Computational Thinking" AND "Science Education/Learning") (47 articles, open access, 2021–2023). Analysis techniques include: Performance analysis (publication/citation metrics), Science mapping (author affiliation), Network analysis (keyword grouping via VOSviewer). Key findings show: (1) Peak publication in 2022 (19 articles), (2) Education Sciences (Q1) as the top journal (7 articles), (3) Dominance of Social Sciences (43 articles) and Computer Science (21), (4) Most cited articles: Lodi & Martini (2021; 43 citations), (5) Main keywords: Computational Thinking (27 appearances), Computer Science Education (15), (6) US-led geographic contributions (>20 publications),  (7) Co-occurrence analysis reveals that Scratch (a block-based application) is a less researched CT tool (3 occurrences) than technical languages such as Python. CT integration improves science literacy but is constrained by teacher training gaps (SDG 4.c) and access to resources. The scarcity of research on gamified tools like Scratch signals a critical innovation gap. This study provides an evidence-based roadmap to prioritize teacher professional development, scale accessible CT tools (e.g., Scratch) for science education, and direct future research toward SDG-aligned classroom-based practices.
Co-Authors Abdul Haris Odja Abdul, Aryati Abubakar Sidik Katili Abubakar Sidik Katili Akbar, Muh Nur Alfian Erwinsyah Amelia Sari, Amelia Anissa Kisman Bai Anita Sabara Anuz, Fadria Arafat, Muhammad Yasser Arviani, Arviani Aryati Abdul Buhungo, Trisnawaty Junus Bulowe, Yuniarty R Chairunnisah J Lamangantjo Dahlan Latif Desriyanti Tane Dewi Diana Paramata Dewi Wahyuni K. Baderan Din Uno, Wirnangsi Dina Sulistiani Makalunsenge Djafar, Ismail Djuna Lamondo Dunggio, Yolan Dyah Pramesti Istana Ardiyati Elya Nusantari Ernawati Ernawati Erni Mohamad Erni Muhammad Fadila, Rizka Febriyanti Febriyanti febriyanti febriyanti Findra Dita Septiani Hippy Gintulangi, Selastri H. Husain, Ilyas Halid, Rizka Halubangga, Fricilia Anggriyani Hartono D. Mamu Hartono D. Mamu Hartono Mamu HASAN, ANI M. Hasna Abdan Hassan, Arika Azmi Herinda Mardin Husain , Ilyas H. Husain, Ilyas Husain, Ilyas H. Husin, Ikrawati R. I Made Hermanto Ibrahim, Anisa Saskia Ibrahim, Enda Sri Inda Inaku, Irhamna Inga Riumkina Irhamna Inaku Irvin Novita Arifin Ismail Djafar Ismail, Lilis U. Jannah, Magfiratul Julhim S Tangio Jusna Ahmad Karim, Cecy Rahma Kasim, Gita Fadilla Kaya, Vadila Kumaji , Syam S. Laliyo, Lukman A.R Lamangantjo, Chairunisah Lamondo , Djuna Lilan Dama M. Hasan, Ani Mahmud, Silvana Makalunsenge, Dina Sulistiani Mamu, Hartono Margaretha Solang Marini Susanti Hamidun Masra Latjompoh Masri Kudrat Umar Masrid Pikoli Masur, Risnawati A. Muh. Nur Akbar muhamad iksan Muhamad Iksan Muhammad Iksan MUHAMMAD YUSUF Muhammad Yusuf Mulyadi Maruni Mursalin Mursalin . Mustamin Ibrahim Mustaqimah , Nur Mustaqimah, Nur Novri Youla Kandowangko Nur Hayati Nurul Fajriani Usman Nurul Fajryani Usman Pakaya, Lifna Agustianingsih Pakaya, Melisa Paputungan, Natasya Radjak, Fransiska Rahwilin Van Gobel Ramli Utina Regina Valentine Aydalina Ritin Uloli Rusman, Rizkiyanto S. Kumaji, Syam Saifullah Mamonto Salihun, Agil Selastri Gintulangi Sidik Katili, Abubakar Sidiki, Sri Amelia A. Sintia N. Hasani Sintiani Burhan, Deys Sukrin Ismail Supartin Supartin Supartin, Supartin Taib, Raflin H. Tirtawaty Abdjul Tumaili, Rindiyani Umadji, Nur Inda R. usain, Ilyas H.H Wiwin Rewini Kunusa Yuliana Retnowati Yusuf, Sabrina Zuliyanto Zakaria