Edubiotik : Jurnal Pendidikan, Biologi dan Terapan
Vol. 11 No. 01 (2026): May

STEM in ecological issues (STEMCology): Block-based programming for computational thinking in pre-service elementary teachers

Hikmatunisa, Nenden Permas (Unknown)
Nurussama, Alfiana (Unknown)
Rahayu, Teten Ginanjar (Unknown)
Nuraeni, Fitri (Unknown)
Wulan, Neneng Sri (Unknown)
Yogiarni, Tiara (Unknown)
Ravy, Hun (Unknown)



Article Info

Publish Date
16 Jul 2026

Abstract

Pre-service elementary teachers face persistent challenges in developing computational thinking (CT) alongside ecological literacy, an area underexplored at the elementary teacher-education level and lacking a validated, population-specific instrument. This study designed and evaluated STEMCology, a design-based research (DBR) framework integrating STEM principles, biological ecological content, and Tynker block programming, to develop pre-service elementary teachers' CT competencies. A one-group pretest-posttest design was used with 74 participants from two classes at one university. The framework comprised four phases: analysis and exploration, identifying eight ecological anchor topics and contextualizing a 29-item, five-dimension CT scale; design and construction, where students built flowchart-guided, ecology-themed Tynker games; evaluation and reflection, in which MSI-converted CT scores showed statistically significant improvements across all five dimensions (p < 0.05), with creativity showing the largest gain (N-Gain = 0.401, medium category) and the remaining dimensions showing low-category gains (0.089 – 0.199); and redesign and refinement, where students revised their games based on evaluation findings to enhance ecological accuracy, logical structure, and playability. These findings suggest that ecologically grounded, block programming-based interventions can be meaningfully integrated into teacher education curricula to cultivate CT competencies in future elementary school teachers.

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Journal Info

Abbrev

edubiotik

Publisher

Subject

Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance

Description

Edubiotik: Jurnal Pendidikan, Biologi dan Terapan aims to bridge the gap between research and practice, providing information, ideas, and opinions in biology research, teaching, and learning. Through coverage of policy and curriculum developments, the latest research results on biology teaching, ...