Journal of Educational Science and Technology
Volume 11 Number 3 December 2025

Enhancing Computational Thinking in STEM Education through Interactive Programming Media: Evidence of an Equalizing Effect from a Quasi-Experimental Study

Widodo, Suprih (Unknown)
Alifah, Aisyah Husna (Unknown)
Septiadi, Jaka (Unknown)
Sari, Dian Permata (Unknown)
Barri, Muhamad Akda Fathul (Unknown)
Maulida, Rahma (Unknown)



Article Info

Publish Date
28 Dec 2025

Abstract

Computational Thinking (CT) has increasingly been recognized as a foundational competence in STEM education; however, effective pedagogical strategies that support equitable development of CT skills across students with diverse initial abilities remain underexplored. This study examines the impact of interactive programming media on students’ CT development within a STEM learning context. Employing a quasi-experimental design, two groups of upper secondary students participated in either Code.org–supported instruction or conventional learning. Students’ CT skills were assessed before and after the intervention using a CT-oriented problem-solving instrument.The findings indicate that students who engaged with interactive programming activities demonstrated substantially greater improvement in overall CT performance compared to those in conventional learning environments. Moreover, the results suggest that learning gains were largely independent of students’ initial ability levels, indicating an equalizing effect of interactive programming-based instruction. Improvements were observed across core CT components, including decomposition, abstraction, pattern recognition, and algorithmic thinking. These findings contribute to the theoretical discourse on CT pedagogy by highlighting the role of interactive programming environments as mechanisms that mediate learning equity in STEM education. Pedagogically, the study underscores the potential of block-based programming platforms to support inclusive and conceptually grounded CT learning, particularly in contexts characterized by heterogeneous student readiness.

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Journal Info

Abbrev

JEST

Publisher

Subject

Education Engineering

Description

Jurnal EST mempublikasikan artikel hasil penelitian bidang studi kependidikan, yang berhubungan dengan belajar dan pembelajaran, teori dan praktik pendidikan, kebijakan pendidikan, pengembangan kurikulum dan materi pembelajaran, pendidikan budaya dan karakter bangsa, pendidikan guru, teknologi dan ...