Robustness Check: Students' Self-Reported Cognitive Ability

A robustness check dataset for an educational study, using students' self-reported cognitive ability as an alternative outcome measure. The dataset is 5.5 KB in size, authored by Bin Tang, and was last updated on June 1, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.

Use Cases

• Conducting robustness checks for educational research based on the described alternative outcome measure.
• Comparing self-reported versus objective measures of cognitive ability in student populations.
• Assessing the sensitivity of study conclusions to different operationalizations of cognitive ability.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Has a clear, permissive license (CC-BY-4.0) for reuse.
• Provides a specific methodological check (robustness check 3) for a study.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.

Provenance

Source

figshare

Freshness

Last updated 2026-06-01 17:52:12; freshness should be verified.