Enforcement Capacity and Law Interaction Coefficients for Drowning Prevention

Ryan Essex's 5.5 KB XLS file, uploaded to figshare in March 2026, contains coefficients from models analyzing the interaction between national legislation and enforcement capacity. The platform tags indicate this data is derived from a secondary analysis of global drowning mortality, likely utilizing World Health Organization indicators. It appears to support the first global analysis of legislative coverage for drowning prevention.

Use Cases

• Modeling the impact of legislative coverage on drowning rates based on national indicators.
• Examining how governance capacity interacts with laws to influence public health outcomes.
• Conducting secondary analysis on global drowning mortality using estimated model coefficients.

Strengths

• File size is precisely 5.5 KB, indicating a concise, focused dataset.
• Released under a permissive CC-BY-4.0 license for broad reuse.
• Last updated date is explicitly provided as 2026-03-25.

Limitations

• Row count and column definitions are unknown, requiring manual inspection after download.
• Description metadata is limited; actual data quality and model specifics require verification.
• The dataset's small scale (5.5 KB) suggests it contains summary coefficients, not raw observational data.

Provenance

Source

Ryan Essex via figshare.

Collection Method

Likely derived from secondary analysis utilizing World Health Organization or similar indicators.

Time Range

null

Freshness

Last updated 2026 03 25 17:37:45; freshness should be verified.

Geography

Platform tags suggest a worldwide scope.