Student Accounts Receivable: Key Estimates, Federal Regulations, and Audit Risks

For post-secondary institutions, normally the most critical financial statement estimate is how much cash will actually be collected on student accounts receivable not covered by some form of grant or aid.  An incorrect estimate of credit loss expense (formerly called bad debt expense) and the allowance for doubtful accounts impacts the composite score ratio (CSR). This issue is more impactful in 2026 due to the One Big Beautiful Bill (OB3) and an accounting standard update. As a result, how institutions address these changes will impact the CSR, potentially the 90/10 calculation, and a sale price if an institution enters a sales transaction process.

The student accounts receivable and revenue transaction cycle has a large amount of activity (billing students, collections, and revenue recognition).  Thus, auditing this entire transaction cycle takes longer than any other area. Built into this transaction cycle is the allowance for doubtful accounts which is the estimation of student accounts receivable that won’t be collected. For a quick refresher:

• Credit loss expense – The amount of expense recognized on the financial statements for a fiscal year which represents the expected uncollectible amount of revenue over the course of the fiscal year. (This was formally known as bad debt expense).
• Allowance – Balance sheet account which represents the portion of the student accounts receivable as of year end which is expected to not be collected.
• Write-offs – The specifically identified student accounts receivable balances which are deemed to be uncollectible.

When the estimated credit loss expense is recognized, an expense is recognized and the allowance is increased. When the actual write-offs are determined, student accounts receivable is lowered and the allowance is lowered.  

Why this is the year to get it right

Two things changed.

The first is technical. In July 2025 the FASB issued ASU 2025-05, Measurement of Credit Losses for Accounts Receivable and Contract Assets, which is effective for annual reporting periods beginning after December 15, 2025.  If your fiscal year ends December 31, that is your current year. If you have a June 30 year end, it first applies to the year beginning July 1, 2026.  This is an update to the original credit loss standard (referred to as CECL), issued a couple of years ago. CECL is the standard which provides guidance on how companies compute their credit loss expense and allowance for doubtful accounts.

The second relates to significant changes made by the One Big Beautiful Bill (OB3) that were effective July 1, 2026.  The financial impact felt by schools is different based on how much Grad PLUS or Parent PLUS loans are originated. The crux of the issue is that for many institutions, less of these loans are available to their students.

The Department’s own regulatory impact analysis is the part worth reading. Using 2023-24 data, $12.3 billion of graduate and professional disbursements were disbursed above the new annual limits — roughly 27% of borrowers and 31% of the dollars in that population. And the Department says plainly that while that revenue “may be replaced by students securing other sources of financing or using more of their own funds,” some of it “may not be replaced.”

Whatever is not replaced by cash, employer aid, or a private loan does not disappear. It becomes a student accounts receivable on your balance sheet or potentially a lost enrollment if a student can’t secure other financing. Some institutions issue long-term institutional loans or extended payment plan options which transfer the risk of collection to the institution. Those are effectively the only options.  In practice, this increases the risk of higher credit loss expense and challenges institutions to ensure the allowance for doubtful accounts is correct at the fiscal year end. Therefore, we have the intersection of accounting standards and regulatory issues as the student accounts receivable will increase and potentially be harder to collect at the same time the CECL measurement rules changed.

Where this shows up in the numbers that matter

In our practice — more than 150 audits a year, the large majority of them postsecondary — the two places impacted most by the allowance / credit loss expense and the change in student accounts receivable are the Composite Score Ratio (CSR) and the 90/10 Rule.

The CSR takes the hit in all three ratios at once. For proprietary institutions, the CSR uses Adjusted Equity, Modified Equity, and Modified Assets. An allowance / credit loss expense increase reduces Adjusted Equity in the Primary Reserve numerator, increases Total Expenses and Losses in its denominator, reduces Modified Equity in the Equity Ratio numerator, and reduces Income Before Taxes in the Net Income Ratio. It also reduces Modified Assets, the Equity Ratio denominator, which cuts the other way — but because Modified Equity is the smaller number, the ratio still falls. Five movements from one estimate, four of them against you. Institutions that don’t have sound policies for estimating the allowance and writing off uncollectible student receivables risk audit adjustments to credit loss expense and the allowance, which can ultimately lower their CSR. The same risk applies to institutions that don’t critically review current-year collections or stress test the CSR before year-end.

The other key regulatory item impacted by increased student accounts receivable is the 90/10 calculation. The 90/10 calculation is cash basis. As defined in 668.28(a)(5)(i), an institutional loan generates non-federal revenue only when principal payments are actually received during the fiscal year — and only if the loan was credited in full to the student’s account and used to satisfy institutional charges, and is evidenced by a standalone enforceable promissory note, issued at intervals related to enrollment periods, subject to regular repayment and collection, and separate from the enrollment contract. Every condition, or none of it counts. Thus, issuing an institutional loan produces no 90/10 cash basis revenue. And under the current regulations, any amount from factoring or selling receivables or institutional loans is excluded permanently, with or without recourse.

So, the same asset (institutional loan issued to cover a student account receivable balance) is worth full value on the Composite Score (assuming no allowance / credit loss expense is recorded to offset), worth nothing in the 90/10 calculation until cash is collected, and worth nothing at all if you sell it. Institutions that respond to a widening student-pay gap by originating more institutional loans should model both calculations before they scale the loan program, not after.

What your auditor is required to do

Where this intersects with our work, is that audit standards require auditors to assess key estimates and to also design audit procedures to address management override of controls. This is logical because estimates can have an inherent bias included in them and any account which is subject to management’s override is, by its nature, a higher risk. Auditors must perform a retrospective review of prior-period estimates. Thus, an allowance that has run directionally optimistic against actual write-offs for multiple straight years is exactly what the accounting standards is require auditors to evaluate. Adjustments to the credit loss expense / allowance which occur during audit fieldwork and not evaluated during year end planning, can yield a significant audit issue.

The sequence

Thus, to resolve unexpected audit entries, adequate planning is required. 

First — split the population before you estimate anything. The accounting standards require measurement on a pool basis where similar risk characteristics exist. Whether withdrawn-student balances share those characteristics with enrolled-student balances is a judgment the standard leaves to you. In our experience the answer is usually no — withdrawn students are significantly less recoverable for reasons that are structural rather than cyclical — and one reserve rate across both is the most common cause of an understated allowance we see. Common pools we see evaluated separately are active current, active past due, recent graduates, withdrawals and drops, R2T4-generated balances, in-house payment plans, and anything beyond 360 days. 

Next – Ensure the data generated is correct. Compiling a correct allowance balance is compounded in that the student accounts receivable aging is generated from the student information system (SIS) while the allowance is normally computed in a spreadsheet using data generated from the SIS. The two data sets may be generated by different people and at different times. One issue we frequently come across is student statuses in most SIS provide the status as of the date the report was run not the “as of” date.  For example, if you run a 12/31 AR Aging report on February 28^th, the student status will be as of 2/28 and the AR Aging balance will be as of 12/31.

Later — back-test, then decide on ASU 2025-05. Compare last year’s allowance by segment against what was actually written off and recovered. That comparison is the single most useful piece of evidence you can hand an auditor, and you will need it regardless.

Three points about the ASU 2025-05 are commonly misread. It does not turn off current-conditions adjustments — the account standard still requires companies to adjust historical loss rates where they do not reflect current conditions. Think about the credit crises which generated the Great Recession or the Covid pandemic which halted any payments of Federal loans. Institutions are required to assess how these types of changes will impact student behaviors to repay. “Current” means classified as a current asset under Topic 210, not “not past due”; the FASB said so directly, and its own illustration applies the expedient through a 120-plus-day bucket. And the additional election available to non-public entities — considering collections received after the balance sheet date — zeroes the allowance on what was collected but re-ages what was not, so it is not uniformly favorable.  

What to measure

Three metrics tell you whether any of this is working.

1. Back-test variance by segment. Prior-year allowance against actual write-offs and recoveries by the common pools identified. Track the direction, not just the size. Consistent optimism in one direction is the finding.
2. Write-off lag. Median days between the write-off trigger in your written policy and the charge-off posting to the general ledger. If the policy says 180 days and the lag is 400, the aging is not telling you what you think it is.
3. Withdrawn-student roll rate. The percentage of withdrawn-student balances migrating from one aging bucket to the next without a payment. This is the leading indicator for next year’s allowance and the number a potential buyer will ask for first.

One more signal

At fiscal yearend, net student A/R should bear a sensible relationship to unearned tuition, given where the institution sits in the academic term and the Title IV draw cycle. Dave McClintock made this point in the context of acquisitions, and it holds in a routine audit: a large, unexplained gap between those two positions is the prompt to test credit loss expense / allowance logic, assumptions, and aging integrity. It is the most visible diagnostic available and doesn’t take much time to assess.

This article is general guidance, not an accounting opinion. The right answer for any institution depends on its collection history, programs, and funding mix. If your fact pattern differs from what is described here, the conclusions may change. That is a conversation worth having with your auditor before year-end fieldwork rather than during it.f you want a focused, time-boxed OB3 consulting engagement to pressure-test where your programs stand and what your next growth move means, we can help you run it. 

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Chris Albecker, CPA, is a Director at McClintock & Associates, where he has worked with postsecondary institutions since 2006 on financial statement audits, Title IV compliance audits, Composite Score planning, due diligence, and the 90/10 Rule, an area where he serves as the firm’s go-to expert.