A Diagnostic Information Failures Framework
A diagnostic delay can be observed after the fact. The specific reason it happened often cannot be assumed.
Signals in the Noise is a framework for examining what actually happens to patient information as it moves through care. How it is acquired, interpreted, exchanged, integrated, and acted on, and where meaningful signals may be lost along the way. It treats the patient as an essential source of diagnostic information, not just the subject of it.
Who This Is For
Quality improvement teams, patient safety leaders, clinical educators, residency programs, and healthcare organizations looking for a shared, practical language for diagnostic information flow. One that goes beyond "what went wrong" and asks where, specifically, information may have broken down.
What's Inside
The five category framework: Acquisition, Interpretation, Exchange, Integration, and Action Failures, each with a plain language breakdown of what it can look like and how it can occur even when individual steps appear reasonable
Five practical habits tied directly to each failure category, built for use in real clinical practice, not a training binder
The Diagnostic Information Audit, a ten question reflection tool for case review or team discussion
A published case walkthrough that models how to distinguish what the evidence supports from what remains plausible or unknown
A one page Quick Reference designed to be printed and kept at a workstation
Full references and a clear statement of what this toolkit is and is not
What This Toolkit Is Not
It is not medical advice, a diagnostic tool, clinical decision support, or a validated measurement instrument. It is an educational and quality improvement framework designed to structure a conversation your team is probably already trying to have.
License Options
Individual Professional License — $47. For use by one purchaser for individual professional use and reflection.
Team License — $522. For internal use by a team, department, or residency program of up to 25 users.
For larger department, health system, or organizational licensing, contact me directly.
A Diagnostic Information Failures Framework
A diagnostic delay can be observed after the fact. The specific reason it happened often cannot be assumed.
Signals in the Noise is a framework for examining what actually happens to patient information as it moves through care. How it is acquired, interpreted, exchanged, integrated, and acted on, and where meaningful signals may be lost along the way. It treats the patient as an essential source of diagnostic information, not just the subject of it.
Who This Is For
Quality improvement teams, patient safety leaders, clinical educators, residency programs, and healthcare organizations looking for a shared, practical language for diagnostic information flow. One that goes beyond "what went wrong" and asks where, specifically, information may have broken down.
What's Inside
The five category framework: Acquisition, Interpretation, Exchange, Integration, and Action Failures, each with a plain language breakdown of what it can look like and how it can occur even when individual steps appear reasonable
Five practical habits tied directly to each failure category, built for use in real clinical practice, not a training binder
The Diagnostic Information Audit, a ten question reflection tool for case review or team discussion
A published case walkthrough that models how to distinguish what the evidence supports from what remains plausible or unknown
A one page Quick Reference designed to be printed and kept at a workstation
Full references and a clear statement of what this toolkit is and is not
What This Toolkit Is Not
It is not medical advice, a diagnostic tool, clinical decision support, or a validated measurement instrument. It is an educational and quality improvement framework designed to structure a conversation your team is probably already trying to have.
License Options
Individual Professional License — $47. For use by one purchaser for individual professional use and reflection.
Team License — $522. For internal use by a team, department, or residency program of up to 25 users.
For larger department, health system, or organizational licensing, contact me directly.