Effectiveness of climate change e-module based on SSI-TL to improve problem-solving skills and environmental literacy

Background: The development of problem-solving skills and environmental literacy is a priority in climate change education. Socio-scientific issues-based learning supported by digital modules is considered relevant for linking scientific concepts with value reflection and contextual decision-making. However, empirical studies examining the effectiveness of integrating both approaches to simultaneously enhance these competencies remain limited. Objectives: This study aimed to examine the effectiveness of a climate change e-module based on Socio-Scientific Issues Teaching and Learning (SSI-TL) in improving students’ problem-solving skills and environmental literacy. Methods: A quasi-experimental non-equivalent control group pretest–posttest design was employed. The study involved 70 tenth-grade students at SMAN 8 Malang, who were divided into an experimental group and a control group. Improvement was analyzed using Normalized Gain (N-Gain), followed by Analysis of Covariance (ANCOVA) to test differences between groups. Results: The N-gain results indicated medium improvement in both variables, with higher scores in the experimental group compared to the control group. ANCOVA confirmed that the differences were statistically significant (p < 0.001). Conclusion: The integration of structured SSI-TL syntax within an e-module enhances scientific reasoning, value reflection, and environmental action orientation. The findings provide conceptual and practical support for developing digital learning resources in climate change education.

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Publication Details

Journal
JPBI (Jurnal Pendidikan Biologi Indonesia)
Published
2026-03-23
DOI
https://doi.org/10.22219/jpbi.v12i1.43243
Primary Topic
Educational Methods and Outcomes
Type
article
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article

Effectiveness of climate change e-module based on SSI-TL to improve problem-solving skills and environmental literacy

Mimien Henie Irawati Al Muhdhar, Moh. Usamah, Sarah Abdul Razaq, Fatchur Rohman
JPBI (Jurnal Pendidikan Biologi Indonesia)
Educational Methods and Outcomes
article

Effectiveness of climate change e-module based on SSI-TL to improve problem-solving skills and environmental literacy

Mimien Henie Irawati Al Muhdhar, Moh. Usamah, Sarah Abdul Razaq, Fatchur Rohman
article en

Abstract

Background: The development of problem-solving skills and environmental literacy is a priority in climate change education. Socio-scientific issues-based learning supported by digital modules is considered relevant for linking scientific concepts with value reflection and contextual decision-making. However, empirical studies examining the effectiveness of integrating both approaches to simultaneously enhance these competencies remain limited. Objectives: This study aimed to examine the effectiveness of a climate change e-module based on Socio-Scientific Issues Teaching and Learning (SSI-TL) in improving students’ problem-solving skills and environmental literacy. Methods: A quasi-experimental non-equivalent control group pretest–posttest design was employed. The study involved 70 tenth-grade students at SMAN 8 Malang, who were divided into an experimental group and a control group. Improvement was analyzed using Normalized Gain (N-Gain), followed by Analysis of Covariance (ANCOVA) to test differences between groups. Results: The N-gain results indicated medium improvement in both variables, with higher scores in the experimental group compared to the control group. ANCOVA confirmed that the differences were statistically significant (p < 0.001). Conclusion: The integration of structured SSI-TL syntax within an e-module enhances scientific reasoning, value reflection, and environmental action orientation. The findings provide conceptual and practical support for developing digital learning resources in climate change education.

JPBI (Jurnal Pendidikan Biologi Indonesia)Vol. 12(1)
State University of Malang (ID), University of Malaya (MY)
Quality Education
Openalex Percentile: Top 11%
Educational Methods and Outcomes
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