Need Satisfaction and Well-Being Survey Data from Eight Cultures

A. Timothy Church authored a dataset for testing Self-Determination Theory across eight distinct cultures. The data likely contains survey responses related to psychological needs and well-being measures. It is published on the paperswithcode platform, but the specific number of records, variables, and collection dates are not provided in the metadata.

Use Cases

• Train a model to predict well-being scores from psychological need satisfaction metrics (inferred from domain, verify after download)
• Analyze cross-cultural patterns in the relationship between autonomy, competence, relatedness, and life satisfaction (inferred from domain, verify after download)
• Benchmark statistical models for multi-group confirmatory factor analysis (inferred from domain, verify after download)

Strengths

• Published on the paperswithcode platform, which aggregates datasets for AI/ML practitioners.
• Focuses on a well-established psychological theory (Self-Determination Theory) applied in a cross-cultural context.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Row count, column definitions, and file formats are unknown, limiting suitability assessment.
• License is listed as 'closed', which may restrict usage.

Provenance

Source

A. Timothy Church

Geography

Eight cultures (specific locations unknown)