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Good practice Imported

AI-Driven Sociocultural Digital Module — Culturally-Grounded Science Teaching in South Papua

Indonesia · Merauke · See the Indonesia profile

Evidence: Quasi-experimental Top 40% 53/100 · Ask Evidence Copilot about this practice

Universitas Musamus built an AI module weaving Papuan sociocultural content into PISA-aligned science lessons. A controlled pre/post trial (200 students, 40 teachers) found a 49.19% gain in understanding complex concepts; a companion study rated it over 95% efficient.

200 students
Students in the primary experimental/control study
40 teachers
Teachers in the primary study
49.19 %
Improvement in understanding of complex scientific concepts
95 %
Teacher-rated module efficiency
95.53 %
Student-rated module efficiency
6 teachers
Teachers in the companion efficiency study
60 students
Students in the companion efficiency study
6 schools
Junior high schools in the companion study

Details

Maturity
Pilot
Promoter
Universitas Musamus, with Indonesia University of Education (UPI)
Period
Study published 2025 (fieldwork in Merauke and Boven Digoel regencies)
Keywords
AI-assisted content creation, science literacy, indigenous/local curriculum, teacher feedback

Context

Researchers at Universitas Musamus and the Indonesia University of Education (UPI) developed an AI-driven interactive digital module for middle-school science that embeds Papuan sociocultural and indigenous-knowledge content into topics aligned with the PISA 2025 science framework, aiming to make abstract science concepts locally relevant for students in South Papua Province, one of Indonesia's most under-resourced education regions.

Objectives

The module covers PISA-aligned topics — matter structure, earth systems, climate change, energy, forces, waves and radiation absorption — while grounding them in local Papuan sociocultural and indigenous knowledge to improve conceptual understanding among middle-school students.

Activities

In the primary study, published in the International Journal of Learning, Teaching and Educational Research (2025), 200 middle-school students and 40 science teachers were split into experimental (AI module) and control (standard curriculum) groups, using a mixed-methods design combining ethnographic fieldwork with pre- and post-tests, surveys and focus groups; a companion study in the Journal Evaluation in Education covered 6 science teachers and 60 students across six junior high schools in the Merauke and Boven Digoel regencies.

Results

A paired-sample t-test found a 49.19% improvement in understanding of complex scientific concepts among the experimental group, and the companion study found the module rated 95% efficient by teachers and 95.53% efficient by students.

Conclusions

Both studies come from the same core research team and have not yet been independently replicated by outside researchers, and sample sizes are modest and confined to a small number of schools in two regencies, so the statistically significant evidence of learning impact does not yet demonstrate impact at provincial or national scale.

Implementation

Indicative cost
Low (< €50k) — No public budget figure is available; this is a university research initiative developing and piloting a digital module across a small number of schools rather than a large infrastructure programme.
Time to results
Short (< 1 year) — The primary study was published in 2025 with fieldwork conducted in the Merauke and Boven Digoel regencies over a single research cycle, indicating a short implementation timeline to date.
Staffing & skills
Universitas Musamus research team, Indonesia University of Education (UPI) research team, participating science teachers in Merauke and Boven Digoel regencies

Conditions for success

  • grounding abstract PISA-aligned science topics in local Papuan sociocultural and indigenous knowledge
  • a mixed-methods design combining ethnographic fieldwork with pre/post-testing to validate learning gains
  • direct teacher engagement and feedback across participating schools

Common failure modes

  • both studies originate from the same core research team and have not yet been independently replicated by outside researchers
  • modest sample sizes confined to a small number of schools in two regencies limit evidence of impact at provincial or national scale

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Data sources

Where this practice's information was retrieved from, and when.

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