Construct Validation Metrics: Loadings, VIF, CR, AVE, and CA

A small dataset of 9.5 KB containing metrics for construct validation in quantitative research. It was uploaded by Kweku Safo-Ankama to figshare and last updated in May 2026. The data is stored in an Excel (XLS) file.

Use Cases

• Assessing convergent validity based on Average Variance Extracted (AVE) values.
• Evaluating discriminant validity based on Heterotrait-Monotrait (HTMT) ratios or cross-loadings.
• Checking for multicollinearity among indicators based on Variance Inflation Factor (VIF) values.
• Calculating composite reliability (CR) and Cronbach's Alpha (CA) for scale consistency.
• Interpreting factor structures based on indicator loadings from confirmatory factor analysis.

Strengths

• File size is 9.5 KB, indicating a focused and manageable dataset.
• License is CC-BY-4.0, permitting broad reuse with attribution.
• Last update timestamp is precise: 2026-05-29 17:32:09.

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

figshare

Freshness

Last updated 2026-05-29 17:32:09; freshness should be verified.