Jurnal Penelitian Pendidikan IPA (JPPIPA)
Vol 12 No 4 (2026): In Progress

Research Trends in Computational Thinking: A Systematic Content Analysis of Publications

Anwar, Edi Daenuri (Unknown)
Sarwi (Unknown)
Rusilowati, Ani (Unknown)
Subali, Bambang (Unknown)
Hartono (Unknown)
Alimah, Siti (Unknown)



Article Info

Publish Date
25 Apr 2026

Abstract

Computational thinking (CT) is an essential skill for solving complex problems. This study aims to identify and analyze CT frameworks used as instructional techniques across various subjects. This research employs a literature review method. Data were obtained from the ERIC database using the keywords “computational thinking”, “science education.” From more than 600 articles published between 2012 and 2021, 32 articles were selected based on inclusion criteria. The selection process followed systematic stages: identification, screening, eligibility, and inclusion. Data were analyzed using content analysis focusing on publication year, source, subject area, research participants, educational level, and CT frameworks. The results indicate that CT is implemented across multiple educational levels, from preschool to higher education, and is integrated into various subjects. CT approaches are frequently combined with STEM and constructivist approaches to enhance problem-solving skills. Common CT components include decomposition, pattern recognition, abstraction, and algorithmic thinking, along with several variations of other CT components. Overall, CT is an effective approach that can be applied across disciplines to develop problem-solving and critical thinking skills. The integration of CT in learning is recommended to improve the quality of education in the digital era.

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Journal Info

Abbrev

jppipa

Publisher

Subject

Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Education Materials Science & Nanotechnology Physics

Description

Science Educational Research Journal is international open access, published by Science Master Program of Science Education Graduate Program University of Mataram, contains scientific articles both in the form of research results and literature review that includes science, technology and teaching ...