Edumatsains
Vol 11 No 1 (2026): July

The Influence of Students' Perceptions of Learning Models and Self-Efficacy on Critical Thinking Skills in Science

Dwi Pujiastuti (Postgraduate Faculty of Indraprasta University, Jakarta, Indonesia)
Mamik Suendarti (Postgraduate Faculty of Indraprasta University, Jakarta, Indonesia)
Hasbullah (Postgraduate Faculty of Indraprasta University, Jakarta, Indonesia)



Article Info

Publish Date
31 Jul 2026

Abstract

Twenty-first-century educational demands emphasize the importance of critical thinking skills. Deficiencies in students' scientific critical thinking, often stemming from traditional teaching methods and poor self-belief, demand the adoption of progressive educational frameworks like Problem-Based Learning. This research was designed to investigate three key relationships among public middle school students in South Tangerang City: (1) the combined influence of model perception and self-efficacy on science based critical thinking, (2) the individual impact of model perception, and (3) the individual impact of self-efficacy. Using a survey design, the study sampled a population of 874 students across Public Junior High School 11 and Public Junior High School 7. The finding indicated that: (1) the combined effect of both variables was statistically significant (Sig. = 0.000 < 0.05; F = 32.686), accounting 42.9% of the variability in critical thinking scores, with other variables explaining the remaining 57.1%; (2) a significant effect on science critical thinking capacities was exerted by perceptions of learning models (Sig. = 0.000 < 0.05; t = 5.843); and (3) self-efficacy also had a significant effect on science critical thinking skills (Sig. = 0.000 < 0.05; t = 5.783). Therefore, perceptions of learning models and self-efficacy are important factors in improving students’ science critical thinking skills.

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Journal Info

Abbrev

edumatsains

Publisher

Subject

Agriculture, Biological Sciences & Forestry Chemistry Education Mathematics Physics

Description

Jurnal EduMatSains merupakan wadah untuk menampung dan mempublikasikan hasil karya baik berupa hasil penelitian maupun kajian teori yang original dalam ruang lingkup pendidikan matematika dan pendidikan sains (fisika, kimia, biologi) serta ilmu matematika dan ilmu sains (fisika, kimia, biologi) bagi ...