Health System Resilience Determinants and Typologies for 195 Countries

195 country scores across six health security domains form the basis for a data-driven resilience framework. Processed data and Python analysis code support the findings of the associated manuscript. The dataset, authored by Richmond Balinia Adda and last updated in June 2026, enables full reproducibility of the study.

Use Cases

• Conducting principal component analysis based on the six domain scores to derive composite resilience metrics.
• Performing K-means cluster analysis based on the provided cluster assignments to identify country typologies.
• Applying regularised regression techniques based on the domain scores to identify key determinants of resilience.
• Validating statistical models through bootstrap validation based on the provided processed scores.

Strengths

• Includes processed data for 195 countries, providing global coverage.
• Contains analysis code for PCA, clustering, and regression, supporting full reproducibility.
• Derived from the publicly available 2021 Global Health Security Index.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The dataset is small (62.9 KB), indicating limited scope beyond the processed scores.

Provenance

Source

Processed from the 2021 Global Health Security Index.

Collection Method

Data processing and analysis as described in the associated manuscript.

Time Range

Based on 2021 source data.

Freshness

Last updated 2026-06-01 08:19:14; freshness should be verified.

Geography

195 countries worldwide.