Medication Administration & Near-Miss Safety — Summary Statistics

Dataset: 30,000 medication administration events | 12-month period (Jul 2023 – Jun 2024)

30,000
Total Administrations
3.7%
Near-Miss / Error Rate
1,121
Total Incidents
26.5%
High-Risk Medications
Error rate by shift
Error rate by day of week
Severity and error type
Error rate by ward
Hourly volume and error rate
High-risk vs standard

Detailed Statistics

MetricValue
Total rows30,000
Date range2024-07-01 to 2025-06-30
Unique wards10
Unique medications85
Total incidents (near-miss + error)1,121
Overall incident rate3.74%
High-risk medication administrations7,942 (26.5%)
Double-check rate (high-risk)85.1%
Double-check rate (standard)15.3%
Generated from born-synthetic data (seed 42). Not derived from real patient or hospital records.
For methodology details see methodology_note.md.