Open framework hub
The informatics audit framework.
The same four-stage method behind every case study and essay on this site — built so any pre-health or STEM student can apply it to their own local system.
System failure identification
Isolate the specific operational bottleneck. Not "the ER is slow" — "wait times exceed six hours during the Thursday evening flu-season surge."
Data pipeline diagnostics
Pinpoint why the existing alert metrics missed it. Common causes: latency in EHR batch updates, siloed bed-tracking logs, manual reporting delays.
Predictive computational model
Propose a mathematical forecasting metric — bed-turnover velocity, triage inflow acceleration — that would have surfaced the strain earlier.
Workflow integration
Explain how the model fits into existing EHR systems without adding to nurse alert fatigue. A model nobody acts on isn't a solution.
Download the framework
A printable worksheet walking through all four stages, so you can run this audit method on a system of your own.