Self-Evaluation of Implementation Research Competencies

Anna Helova published a dataset for self-evaluation of implementation research competencies. The dataset is available as a 13.5 KB XLS file under a CC-BY-4.0 license. It was last updated on June 1, 2026.

Use Cases

• Benchmarking individual competency levels against a standard framework based on the described self-evaluation.
• Analyzing skill gaps in implementation research teams based on aggregated self-assessment data.
• Developing training curricula for implementation science based on identified competency needs.
• Studying the correlation between self-reported competencies and research outcomes in implementation projects.

Strengths

• Dataset is openly licensed under CC-BY-4.0, permitting broad reuse.
• File size is 13.5 KB, indicating a focused and likely quick-to-download resource.

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

Anna Helova via figshare

Freshness

Last updated 2026-06-01 17:31:46; freshness should be verified.