Local Wisdom-Based Science Understanding Test Scores for Students

35 multiple-choice items assess student understanding of scientific concepts through seven local wisdom contexts, including traditional boat making and seaweed cultivation. Quantitative data includes pre-test and post-test scores from experimental and control classes, with individual student scores and gender information. The dataset, authored by Burhan Burhan and last updated in 2026, is shared under a CC-BY-4.0 license.

Use Cases

• Compare learning outcomes before and after an educational intervention based on pre-test and post-test scores.
• Analyze the effectiveness of a local wisdom-based learning approach on conceptual understanding.
• Examine potential gender differences in science concept acquisition based on the included gender information.

Strengths

• Contains 35 specifically designed assessment items across seven distinct contextual topics.
• Includes paired pre-test and post-test data, enabling direct measurement of learning gains.
• Individual student scores are provided, allowing for granular analysis.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• The dataset's small size (120.6 KB) indicates a limited scope, likely from a single study.

Provenance

Source

figshare, author Burhan Burhan

Collection Method

Collected via pre-test and post-test administrations in experimental and control classes, with responses scored dichotomously.

Freshness

Last updated 2026-04-23 05:33:33; freshness should be verified.