Evaluating the summative effectiveness of a curriculum integrated STEM-based web research hub in fostering science literacy among junior high school students
Jurnal EDUCATIO: Jurnal Pendidikan Indonesia July 15, 2026 Volume 12, Number 1 5 authors
Abstract
The need for holistic STEM learning innovations is crucial to enhance students’ scientific literacy in the digital era. This RnD study aims to develop a web-based Research Hub as a technology-rich learning environment and evaluate its empirical impact on students’ scientific literacy. Utilizing the Lee & Owens framework, the study adopted a one-group pretest-posttest design to evaluate its effectiveness. The sample consisted of ninth-grade students from a junior high school in Malang Raya subjected to a two week intervention. Data werw collected using a 20 item two tier scientific literacy test adapted to the PISA 2022 framework. Descriptive statistics showed a positive shift in the mean score from 63.65 at pretest to 72.13 at posttest, yielding a mean difference gain of 8.48. Prerequisite testing confirmed that the dataset was normally distributed. The subsequent parametric Paired Sample T-Test demonstrated a highly significant increase in scientific literacy with , , 2, with a 95% Confidence Interval ranging from -9.465 to -7.503. Furthermore, calculating the magnitude of the intervention yielded an exceptionally large Cohen’s d effect size , proving that the integrated Research Hub framework provides substantial empirical power in advancing student competencies compared to traditional platform limits. In conclusion, the technology-rich Research Hub is highly effective, valid, and scalable in improving junior high school students’ scientific literacy within modern STEM education frameworks.
Authors
Fikri Aulia
Universitas Negeri Malang
Affero Bin Ismail
Universiti Tun Hussein Onn Malaysia
Dadi Mulyadi
Universitas Pendidikan Indonesia
Rayendra Rayendra
Universitas Negeri Padang
Wikan Budi Utami
Universitas PGRI Kanjuruhan Malang
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Fikri Aulia; Affero Bin Ismail; Dadi Mulyadi; Rayendra Rayendra; Wikan Budi Utami (2026). Evaluating the summative effectiveness of a curriculum integrated STEM-based web research hub in fostering science literacy among junior high school students. Jurnal EDUCATIO: Jurnal Pendidikan Indonesia, 12(1), 126-134. https://doi.org/10.29210/1202626900
Fikri Aulia; Affero Bin Ismail; Dadi Mulyadi; Rayendra Rayendra; Wikan Budi Utami. "Evaluating the summative effectiveness of a curriculum integrated STEM-based web research hub in fostering science literacy among junior high school students." Jurnal EDUCATIO: Jurnal Pendidikan Indonesia 12, no. 1 (2026): 126-134. https://doi.org/10.29210/1202626900
Fikri Aulia; Affero Bin Ismail; Dadi Mulyadi; Rayendra Rayendra; Wikan Budi Utami (2026) 'Evaluating the summative effectiveness of a curriculum integrated STEM-based web research hub in fostering science literacy among junior high school students', Jurnal EDUCATIO: Jurnal Pendidikan Indonesia, 12(1), pp. 126-134. https://doi.org/10.29210/1202626900
Fikri Aulia; Affero Bin Ismail; Dadi Mulyadi; Rayendra Rayendra; Wikan Budi Utami. "Evaluating the summative effectiveness of a curriculum integrated STEM-based web research hub in fostering science literacy among junior high school students." Jurnal EDUCATIO: Jurnal Pendidikan Indonesia, vol. 12, no. 1, 2026, pp. 126-134. https://doi.org/10.29210/1202626900