International Journal of Learning Media on Natural Science
Vol. 2 No. `2 (2025): August (2025)

Meta-Analysis: The Effect of E-Module Learning Media on Biology Materials on Learning Outcomes of High School Student

Kartika, Amelia (Unknown)
Kharisma Ameliyah, Fita (Unknown)
Brian, Glorio (Unknown)
Lintang, Rani Dwi (Unknown)
Syarifah, Zahra (Unknown)
Rusdi, Rusdi (Unknown)
Safitria, Dini (Unknown)



Article Info

Publish Date
31 Aug 2025

Abstract

This research investigates the effectiveness of e-module learning media on high school students’ biology learning outcomes through a comprehensive meta-analytic approach. By synthesizing data from 20 selected empirical studies, the study employed Cohen’s d to calculate effect sizes and assess the extent of the e-modules' impact on students' academic performance. The analysis revealed that most studies reported large to very large effect sizes, with values reaching up to 6.10, indicating a significant positive influence of e-modules on students' cognitive achievement. Moreover, various types of e-modules—such as those based on scientific literacy, POEI (Predict-Observe-Explain-Interpret), problem-based learning, and COVID-19 contextualized content—were shown to enhance independent learning, critical thinking, and adaptability within digital learning environments. The findings suggest that e-modules represent a promising and impactful innovation for 21st-century biology education, offering substantial potential to support student-centered and technology-integrated instructional practices.

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Journal Info

Abbrev

ijlens

Publisher

Subject

Biochemistry, Genetics & Molecular Biology Chemistry Computer Science & IT Environmental Science Other

Description

International journal of learning media on natural science (IJLENS) (e-ISSN: 3064-6022) aims to stimulate discuss on digital media and digital technology in natural science education. IJLENS contains research publications in the field of learning media development and application of learning media ...