← Blog · MedLegal AI

How to Audit a Nursing Home Chart: Care Plan Gaps, Falls, Weight Loss and Physician Notification (Free Tool)

By John Mahoney · January 12, 2027 · 8 min read

Disclosure: MedLegal AI publishes the free Nursing Home Chart Audit described below. The method works with a legal pad and the chart. Where the tool is mentioned, it is labeled. Nothing here is legal or medical advice; whether a facility met the standard of care is an expert and jury question.

A nursing home chart is built to be audited. Federal rules require an assessment, a care plan that answers the assessment, and notes that show the plan being carried out. A neglect case lives in the places where those three documents stop agreeing with each other: the fall that appears in the nursing notes but never in the care plan, the weight that drops 11 percent while the dietary plan reads "continue current diet," the change in condition with no entry in the telephone-order log. This post shows how to find those places in a few hours, what the arithmetic looks like, and which records to request so the gaps can be confirmed or closed.

What a nursing home chart actually contains

What to look for

1. Read the care plan against the events

List every fall, new wound, weight loss, infection, behavior change and hospital transfer in the notes. For each, ask whether it appears as a care-plan problem, and whether the plan's last review date precedes or follows it. An event with no care-plan response, or a plan last reviewed before the events began, is the gap most surveyors and experts begin with.

2. Build the falls table

For every fall: date, time, location, injury, whether a post-fall assessment is documented, whether the physician and family were notified, and whether the care plan was revised afterward. The pattern across falls matters more than any one fall. Three falls in six weeks with identical interventions ("remind resident to use call light") is a finding about process.

3. Do the weight arithmetic

Take every documented weight with its date. Compute the percent change from the first weight and, where the dates allow, over 30, 90 and 180-day windows. Facilities commonly use 5 percent in 30 days, 7.5 percent in 90 days and 10 percent in 180 days as the thresholds in their own weight policies. Then be skeptical: nursing home weights are notoriously inconsistent across scales, clothing and re-weighs. A flag is a reason to request the complete weight log and the dietitian's notes, not proof of loss.

4. Check physician notification

For each reportable event, find the entry showing the physician (and the resident's representative) was told, with the time. "Unknown" means the excerpt is silent; "no" needs a quote that affirmatively shows no call was made. Pair each unknown with a request for the full nursing note and the facility's change-in-condition policy.

5. Medications in context

Sedatives, antipsychotics, anticoagulants and diuretics tied to something else in the chart: a fall after a new sedative, bruising on an anticoagulant with no monitoring, an antipsychotic with no documented diagnosis. These are review prompts for a pharmacist or physician expert, not conclusions.

6. Staffing and supervision language

Notes that say "short-staffed," "no aide available," or "found on floor, unknown time" are evidence about supervision. The Payroll-Based Journal data the facility reports to Medicare shows the actual hours worked by shift and will confirm or contradict them.

Run the audit in a minute

Paste the records you have. The audit returns the resident snapshot, the care-plan gap list, the falls table, the weight chart with percent change, nutrition and medication concerns, the physician-notification audit, a dated timeline and the records to request, every item quoted from your text. Free, no login.

Open the Nursing Home Chart Audit →

A worked example (hypothetical)

The facts below are invented for illustration. No real resident, facility or case is described.

An 84-year-old woman with dementia is admitted to a skilled nursing facility after a hip fracture. Five months later she is hospitalized with dehydration, a stage 4 sacral wound and a second hip fracture. Her son asks what the chart shows.

Pasted into the audit, the falls table lists four falls: weeks 3, 7, 11 and 19. Post-fall assessments appear for the first three. "Care plan updated after" reads yes for fall 1, unknown for falls 2 and 3, and no for fall 4, where the care plan in the excerpt was last reviewed in week 10 and still lists "low fall risk, standard precautions." The weight chart shows 142 lb on admission, 138 at 30 days, 131 at 90 days and 124 at 150 days: a 12.7 percent loss from admission, flagged at the 90 and 180-day thresholds, while the dietary section of the care plan reads "regular diet, encourage fluids" throughout. The physician-notification audit shows a documented call after falls 1 and 2, nothing after fall 3, and a telephone order for an X-ray after fall 4 with no entry about the weight loss at any point. Medications of concern: a sedative-hypnotic started in week 6, the week before fall 2.

For plaintiff counsel, that is a care plan that stopped answering the chart in week 10 and a weight trend nobody acted on. For defense counsel, the same table says which gaps are documentation gaps that the full care plan, the dietitian's notes and the 24-hour reports may close, and which are not. Both sides need the same next records.

What to request next

What the tool does not do

The audit organizes what the pasted records say and does the weight arithmetic from the documented values. It does not diagnose, does not say what staff should have done, and does not know what the records you did not paste contain. "Unknown" means the excerpt is silent. Every date, weight and dose it reports is quoted from your text; verify each against the page before it goes into a chronology, a demand or an expert packet.

Next step: read the whole chart, not just the excerpt

Upload the complete nursing-home record and get a Bates-cited chronology with every fall, weight, order and notification placed in order for the demand or the expert.

Upload the chart →

Frequently asked questions

What does a nursing home care plan have to contain?

Under the federal nursing-home requirements at 42 C.F.R. § 483.21, a facility must develop a baseline care plan within 48 hours of admission and a comprehensive, person-centered care plan with measurable objectives and timeframes to address the needs identified in the resident's comprehensive assessment (the MDS). The plan is supposed to be reviewed and revised after each assessment, including after a significant change in condition. Whether a particular revision was required is a question for the expert.

What does the free Nursing Home Chart Audit actually do?

You paste care plans, MDS excerpts, nursing notes, incident reports, weight and dietary logs, physician orders and progress notes. It returns a resident snapshot, the care-plan problems and interventions with the gaps between them and the events in the notes, a falls table showing whether a post-fall assessment and care-plan update appear, a weight chart with percent change computed from the documented values, nutrition and medication concerns, a physician-notification audit, a dated timeline, flags and the records to request. Every date, weight and dose is quoted from your text.

Which nursing home records should I request first?

Every MDS assessment and the CAA worksheets, the comprehensive care plan with every revision, the 24-hour reports for each fall and change-in-condition date, incident and accident reports with fall investigations, the weight log and dietitian assessments, the MAR and TAR, the telephone-order log, staffing and assignment sheets with Payroll-Based Journal data, and the facility's state survey results (Form CMS-2567) and plans of correction.

Related: Pressure injury timelines from nursing-home records, cross-checking the Braden score against the MDS and when the MDS is missing from the production.