The ECAT Readiness & Shadow Performance Report is being built to do more than calculate a score. It will show which of the four ECAT conditions are shaping your result, when the gaps occur, how much data quality changes the estimate, and where leadership should look first.
The ECAT Readiness & Shadow Performance Report service is coming soon. Get launch updates or volunteer for a free early trial.
All four CMS strata are reported publicly. Lower is better.
Messy data inflates your number. The gap between the scenarios is your data quality, measured.
Ranked for your ED. Weights shown are illustrative.
Emergency Care Access and Timeliness, in plain language.
ECAT is a CMS electronic clinical quality measure for the Hospital Outpatient Quality Reporting program. It is calculated from ED timestamps your systems already record: when patients arrive, when they leave, and what happens in between. Results report across four official CMS strata.
Two things make it different from the ED metrics you already watch. First, the specification has no denominator exclusions or exceptions. Every eligible encounter counts, so incomplete or messy data does not drop out of the calculation. It shows up in your result.
Second, the result is destined for public reporting, which means your board, your competitors, and your community will read it.
Most EDs have never computed the measure the way CMS specifies it. The gap between what leaders assume and what the specification produces is exactly what a readiness analysis exists to close.
We are testing the complete analysis and reporting workflow now. Join the launch list, or volunteer for a free early trial and help us test the experience before the service opens.
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One historical ED extract becomes an estimated ECAT result, a data-readiness assessment, operational pattern analysis, and a set of leadership-ready deliverables. No EHR integration and no direct patient identifiers requested.
Sample pages with synthetic data. Click a page to look closer.
Your results live in a personalized dashboard, included with the report.
Your team follows our extraction instructions to create a historical file using derived durations and limited encounter attributes. The workflow does not request direct patient identifiers.
The tool validates the file, estimates ECAT performance across all four reporting strata, and shows how data readiness affects the result.
We review the dashboard, executive PDF, and editable deck with your team for 45 minutes, focusing on the patterns to validate and the first questions to investigate.
Help us refine the report service before launch. We’ll follow up about trial availability and next steps.
We built the analysis, we run every engagement, and one of us reads every inquiry. The flow thinking behind it comes from the Theory of Constraints.


Your operational dashboards answer local questions. ECAT applies a specific CMS definition across four timeliness conditions and four reporting strata. The readiness report recreates that logic on your historical data, shows where the result comes from, and separates likely operational gaps from data-readiness problems.
Messy timestamps are part of readiness. The tool checks the file before analysis, identifies missing or inconsistent fields, and shows how incomplete records affect the estimate. The report distinguishes the as-submitted result from a data-clean sensitivity view so leaders can see what is operational performance and what is data quality.
We do not ask for names, medical-record numbers, full dates, or other direct patient identifiers. The planned workflow uses derived durations and limited encounter attributes, with small-cell protections in reportable breakdowns. Final intake instructions and privacy terms will be completed before client launch.
The service is coming soon. Sign up for launch updates or volunteer for a free early trial. We’ll confirm timing and next steps with trial participants before any work begins.
The early trial is free. Participants will help us refine the report service by sharing feedback. Registering your interest does not guarantee a trial place; we’ll follow up about availability and next steps.
Our report service is coming soon. Get launch updates or volunteer for a free early trial to help us refine it before launch.
This page describes a CMS measure in plain language to help ED leaders orient. It is not regulatory, compliance, or legal advice; the CMS specification is the authoritative source for how ECAT is calculated and reported.