OECD TALIS 2018 Teacher Survey Results for Regression Analysis

Li Ma's dataset contains results from stratified regression analyses using the OECD's TALIS 2018 teacher survey. The 13.5 KB XLS file explores the relationship between distributed leadership, teacher collaboration, and job satisfaction. The dataset was last updated on 2026-04-30 and is shared under a CC-BY-4.0 license.

Use Cases

• Analyzing the impact of distributed leadership on teacher job satisfaction based on the regression model described.
• Investigating the mediating role of teacher collaboration in leadership-satisfaction relationships as indicated in the study.
• Benchmarking educational leadership effects in an international context using the OECD TALIS 2018 survey source.

Strengths

• Data is derived from the authoritative OECD TALIS 2018 international teacher survey.
• File size is 13.5 KB, indicating a concise and focused analytical dataset.
• License is CC-BY-4.0, permitting open sharing and adaptation.

Limitations

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

Provenance

Source

OECD TALIS 2018 teacher survey.

Collection Method

Multiple regression analysis model applied to survey data.

Time Range

Likely reflects the 2018 survey period.

Freshness

Last updated 2026-04-30 17:28:13; freshness should be verified.

Geography

International context, specific countries are not detailed.