A question records were not built to answer
Here is a moment I have watched play out in many regulated industries over the years. A surveyor walks in, asks a single deceptively simple question, and the room goes quiet. The records are all there. The compliance team has prepared for months. But the specific question being asked is not one the records were built to answer.
In a hospital, that question is usually some version of show me how you know this particular staff member was competent to do what they did on this particular patient. And the answer most institutions have — we trained them and we documented the training — is not the answer the surveyor is looking for.
Gap #1: Completion is not demonstration
Most training-tracking systems were built to record completion — did the person attend, did they finish the module, did they pass the quiz. These are useful data points, but they do not answer can this person actually do the thing. In any safety-critical field, "knowing" and "doing" are not the same. A nurse can score perfectly on a written assessment of central line insertion and still not be ready to do one.
So when the surveyor asks for evidence that a staff member was competent to perform a specific action, and the answer is here is their training completion record, the polite next question is and how did you verify they could actually do it? If the honest answer is senior staff confirmed it, the institution has just told the surveyor that its documentation is not the source of truth. The Joint Commission's tracer methodology was built around exactly this gap.
Gap #2: Remediation that never makes it into the record
This one almost always involves people doing exactly the right thing. A competency check surfaces a problem. A senior nurse pulls the staff member aside, walks them through correct technique, watches them perform it again, and confirms the skill. Problem found, addressed, resolved — except none of it is in the system. The record shows the failure. It does not show the remediation or the resolution.
From the surveyor's perspective, a documented failure with no documented follow-up means the failure was never resolved. There is really no other defensible position to take. The auditor is, after all, auditing the institution, not the senior nurse. This is not a failing of staff. It is a failing of the documentation pathway, which makes recording the failure easy and recording the fix hard. Predictably, the failure is what ends up in the record.
Gap #3: Documentation that does not follow the patient
Most hospitals track competencies differently for different staff categories. Permanent employees are in the hospital's primary system. Travelers arrive with their agency's records, often inaccessible from inside the hospital's systems. Float pool moves between units with different documentation owners. Per diem signs in shift-by-shift. Each arrangement has its own operational logic.
The trouble is that the surveyor does not trace a single staff category. They trace a patient, and they ask for competency evidence on every staff member who touched that patient's care. If three are permanent, one is a traveler, and two are float, the institution is now being asked to produce evidence from three documentation systems that were never designed to talk to each other. This is where audit findings cluster — not because those staff are less competent, but because evidence-production breaks down at the staffing boundary.
So what do we do about it?
The three gaps share a common cause. Institutions are collecting documentation that proves training happened, when what the auditor wants is documentation that proves competency exists. Those are not the same artifact, and systems built for one cannot reliably produce the other.
Closing the gap does not require more training, more annual competency days, or more checklists. It requires a documentation pathway that does three things. First, it has to capture demonstrated performance — what the staff member actually did, against what rubric, observed by whom, on what date. Second, it has to make recording remediation as frictionless as performing it, so that resolutions leave the same trail that failures do. And finally, it has to be portable across staffing categories, so documentation follows the work rather than fragmenting at the staffing boundary.
None of this is unique to hospitals. I have watched the same three-part problem in fire services preparing for accreditation, in maritime operators preparing for inspection, in allied-health programs preparing for their own accreditations. The specifics differ; the structure is identical.
If this is a problem you are working on now and you would like to talk it through honestly with someone whose job in the conversation is not to sell you anything, my team at SkillGrader would be glad to walk through your current state with you. No pitch, no pressure — just an honest look at where your competency evidence stands today. It only works for us if it works for you.
Thanks for reading. Until next time, keep well.
Murray Goldberg is the founder and CEO of SkillGrader, a platform for objective observational skill assessment. A former tenured faculty member in Computer Science at the University of British Columbia, Murray's research area was learning technologies, and in 1995 he created WebCT — the first widely-used learning management system in higher education, eventually serving 14 million students in 80 countries. He has spent three decades working to advance the art and science of learning and assessment.