How to measure patient accounts receivable across locations

Patient A/R can fall while the oldest balances barely move. A location can also collect more cash and finish the month with more outstanding patient debt. For a finance leader deciding where follow-up needs attention, the total alone leaves too much unexplained.

Hello Patient builds AI agents for healthcare. Our agents can explain a patient’s outstanding balance, send a secure payment link and run collections outreach by voice and SMS.

Before choosing more follow-up, agree which accounts you are measuring, when their age starts and what counts as a payment. The same group of accounts can then help you see where money is moving and where a different response is needed.

Which balances belong in patient A/R rather than insurance A/R?

Put a balance in the patient measure once your team has verified that it is the patient’s responsibility. Keep unresolved ownership visible separately until billing can establish who owes it.

The MGMA glossary describes A/R as including amounts due from patients and third-party payers. A report labeled “A/R” therefore needs a responsibility filter before it can tell you about patient collections.

In this illustrative example, you start with 100 verified patient accounts carrying $20,000. Those accounts form your starting cohort: the fixed group you will observe for a defined period. If another balance is still awaiting a payer decision, record it outside this patient cohort. An unanswered payer question calls for billing review before patient outreach.

Agree whether an “account” means a patient, an encounter or another identifier in your system. Use that definition at every location, or the account counts will describe different things.

When does the patient A/R aging clock start?

Choose the clock for the question you want to answer, then show its name on the report. A balance’s age since service and the time available for patient follow-up tell you different things.

MGMA’s glossary describes A/R entering at invoice submission and specifically asks whether amounts are re-aged when transferred to another payer or the patient. HFMA MAP’s AR-2 ages billed A/R from discharge or date of service, by payer group. These definitions need to be reconciled before you compare reports.

At one illustrative observation date, a service is 100 days old and patient responsibility was established ten days earlier. The service-date report shows 100 days; the patient-follow-up measure shows ten. Preserve both dates if you need both answers. Resetting the only date would hide part of the account’s history.

What do age, amount and reason show about patient balances?

Age shows how long the balance has been outstanding under your chosen clock. Amount shows how much is at stake. Reason tells billing what needs to happen next.

Use the three together. A large, old balance with a dispute needs review. A verified balance awaiting a payment link may be ready for follow-up. Putting both into the same age bucket does not make the next action the same.

The two tables below form a worksheet you can copy. Complete the setup once, then repeat the account fields for each account. Entries are illustrative; replace them and fill the blanks before using the worksheet. This is a custom measurement method, not an industry target. Finance decides the actual definitions and policies.

Worksheet setup

Fields for each account

An unknown payment outcome means the source record has not yet been verified. “No posted payment” means finance checked the posting record through the report’s as-of date and found none within the window. Keep those outcomes separate. Otherwise, missing evidence can turn into an apparent collection failure.

Document corrections and adjustments separately from cash. A balance reduction caused by an adjustment does not count as a posted payment. If a correction changes a starting figure, show the original figure, the correction and any restated result under finance’s chosen rule.

Keep holds visible within the starting cohort. Report their counts and dollars alongside the payment result so readers can understand how much of the group needed billing attention.

You can hear an agent or request a free demo agent to try a patient conversation.

Which denominators belong in patient collection measures?

Match the denominator to the question. How many accounts made a payment and how much of the starting balance was collected deserve separate answers.

For a fixed observation window, our illustrative cohort produces two custom measures:

Accounts with a posted payment: 30 accounts ÷ 100 starting accounts = 30%.

Posted dollars against the starting balance: $4,000 ÷ $20,000 = 20%.

These are illustrative calculations, not expected results or HFMA MAP metrics. The first figure does not mean 30% of accounts paid in full. The second needs a finance-approved rule for refunds and reversals before anyone uses it in a report. If either starting denominator is zero, its measure is not calculable, rather than 0%.

HFMA MAP measures answer their own defined questions. PA-7 divides patient point-of-service payments by total self-pay cash collected, with routine payment-plan installments excluded from its numerator. It does not measure the share of balances paid. FM-2 divides total patient-service cash by average monthly net patient-service revenue; it is not a patient-only payment measure. Use the full definition whenever you borrow a metric’s name.

How can finance compare locations fairly?

Give every location the same clock, observation window and calculation, then examine the age and balance mix behind the result.

One location’s cohort may contain mostly recent, small balances. Another may have more older balances or accounts on hold. A single payment percentage cannot explain that difference. Compare similar age bands and balance groups, and show the share on dispute or hardship holds beside each result.

Keep the original 100 accounts and $20,000 in the example denominator throughout the window. Record changes to their status. Removing accounts after they become difficult to collect would change the question halfway through the report. A documented correction to an erroneous record is different: explain it and show whether finance restated the starting figure.

What follows the patient A/R diagnosis?

Choose follow-up based on the reason the balance is still open. Confirmed patient responsibility, a dispute and a failed payment each require a different next step.

For accounts ready for outreach, our agents can explain the outstanding balance, send a secure payment link and offer configured payment-plan terms. The patient billing workflow guide covers the collection process in more detail.

For an example of billing conversations in practice, read the Piedmont Urgent Care case study. Our guide to HIPAA-compliant AI receptionists covers the security questions to consider alongside the workflow.

Measure the posted-payment result after that work. If your report shows a group of valid balances waiting for patient conversations, book a call to discuss whether our agents fit that workflow.

Frequently asked questions

How should late-posted patient payments appear after a reporting window closes?

Record a late-posted payment according to the report’s documented posting-date rule. When our agents at Hello Patient send a secure payment link, the conversation date and the payment posting date may differ. A payment posted on October 2 falls outside a September 20–30 posting window, even if the conversation happened in September. Finance checks the payment record and decides whether a later report or a documented restatement should show it. Preserve the original report’s as-of date and explain any revision. Moving the payment into September without that explanation would make the result hard to reproduce.

How should partial payments and refunds appear in a patient A/R worksheet?

A partial payment contributes posted dollars without establishing that the account is paid in full. After a Hello Patient payment-link conversation, finance checks the amount and posting date in the payment record. Under the worksheet’s documented definition, the account can also qualify for “accounts with a posted payment.” Count it once in that measure, even if several payments post during the window. Finance defines how refunds and reversals affect the dollar total and any affected account count. State whether dollars are gross or net, and keep the starting denominator fixed so a payment does not remove its account from the cohort.

How do we handle duplicate patient accounts across locations?

Resolve the counting rule before setting the cohort. When a returning patient books a visit with our agents at Hello Patient, the agent finds the existing record, so the patient keeps one record. One patient may legitimately have several encounter accounts if that is the stated unit. A unique-patient report instead needs a consistent patient identifier and a documented matching process. The team responsible for those records reviews suspected duplicates; matching names alone is insufficient. If it discovers a duplicate after the cohort starts, document the correction and explain any restatement so readers can reproduce the result.

What should happen to patient balances with unresolved responsibility?

Keep unresolved balances in a separate review group with an owner and a reason. Your team decides when a balance is ready for our agents at Hello Patient to follow up on. Once resolved, record the verification source and date, then apply finance’s agreed rule for entering a patient cohort. If responsibility becomes uncertain for an account already in the starting cohort, record an unknown hold and keep it visible. Any correction to the reported amount needs its own explanation. That preserves both the original group and the issue now preventing follow-up.

Do changed phone numbers affect a medical group’s patient collection denominator?

A changed or unusable phone number does not, by itself, change the starting account count or dollars. For voice or SMS follow-up with our agents at Hello Patient, contact availability explains whether a conversation could take place. Record it separately from the payment outcome, which finance verifies in the posting record. Finance can then see both the original cohort’s result and how many accounts had a usable channel. If the report includes a reachable-account subset, label it and show its size so changes in contact data remain visible.

How can a medical group test patient A/R follow-up without overstating its effect?

Fix the cohort, observation window and posted-payment definitions before comparing results. If the follow-up uses our agents at Hello Patient, check payment records after the conversations. Record which accounts received follow-up, along with age, amount and reason differences that could affect payment. A before-and-after improvement alone cannot establish causation: patient mix, timing and other billing work may also change. Finance decides the comparison design and what conclusions it supports. Until that design supports a causal claim, describe the observed payment result and the follow-up performed without attributing every payment to it.