Accounts Receivable Questions & Analysis

Direct answer: Most businesses estimate the allowance for doubtful accounts from their own collection history. A common approach groups open receivables by age, applies a higher expected-loss percentage to older aging buckets, and adds the results. A simpler approach applies one historical loss rate to total receivables. Under the U.S. expected-credit-loss standard (ASC 326, often called CECL), that historical experience is adjusted for current conditions and reasonable forecasts, and specific accounts known to be at risk can get their own reserve. The allowance is a contra-asset that reduces receivables to the amount expected to be collected, and increases to it are recorded as bad debt expense. For example, the Equifax Form 10-Q for the quarter ended September 30, 2026 says its allowance is based on historical write-off experience, the aging of outstanding receivables, customer payment patterns, specific reserves, and changes in economic conditions.

Direct answer: When a business collects money on a receivable it already wrote off, it records a bad debt recovery. Under the allowance method, the usual entries first reinstate the collected amount (debit accounts receivable, credit the allowance for doubtful accounts) and then record the cash received (debit cash, credit accounts receivable). Reinstating the balance keeps the payment history of the customer complete, and the recovery replenishes the allowance instead of being booked as new sales revenue. Lenders follow the same idea: the Synchrony Form 10-Q for the quarter ended September 30, 2026 states that charge-offs reduce the allowance for credit losses and later recoveries of previously charged-off amounts are credited back to it. Recoveries are tracked separately from gross charge-offs so the business can measure net losses.

Direct answer: A net charge-off rate shows how much of a loan or receivables portfolio was written off as a loss, after subtracting recoveries, as a share of the average balance. The basic formula is gross charge-offs minus recoveries, divided by average loans or receivables for the period. It is usually annualized so a single quarter can be compared with a full year. For example, the Synchrony Form 10-Q for the quarter ended September 30, 2026 reports a net charge-off rate of 4.79% for the quarter, defined as annualized net charge-offs divided by average loan receivables. The Federal Reserve publishes the same type of measure for all U.S. commercial banks. Always read a net charge-off rate with its period, basis, and seasonal adjustment, because quarterly, year-to-date, and annualized figures are not interchangeable.

Direct answer: Yes. A business may pledge eligible accounts receivable as collateral for a loan or revolving credit facility, subject to the financing agreement, borrowing-base rules, customer concentration limits, dilution reserves, and required lien filings. The lender typically advances only against receivables that meet stated eligibility criteria.

Direct answer: Accounts receivable turnover is usually calculated by dividing net credit sales for a period by average accounts receivable: Net Credit Sales ÷ Average Accounts Receivable. The resulting ratio estimates how many times, on average, the receivables balance is collected during the period.

Direct answer: An accounts receivable aging report groups unpaid customer balances by how long invoices have been outstanding, often in current, 1–30, 31–60, 61–90, and 90-plus-day buckets. It helps a business identify collection priorities, overdue disputes, credit exposure, and potential expected-credit-loss concerns.

Direct answer: Days Sales Outstanding (DSO) measures the average number of days it takes to collect payment after a credit sale, making it sensitive to revenue spikes. The Collection Effectiveness Index (CEI) measures the percentage of available receivables actually collected during a period, isolating collection team performance from sales fluctuations.

Direct answer: Unapplied cash is payment received and deposited into a company's bank account that has not yet been linked to a specific customer invoice or account subledger. It commonly occurs due to missing remittance advice, bulk ACH batch payments without customer breakout, short-payments, or discrepancies in invoice numbers.

Direct answer: Average accounts receivable is calculated by adding the beginning accounts receivable balance to the ending balance for a given period and dividing by two: (Beginning AR + Ending AR) ÷ 2. It is primarily used to compute receivables turnover ratio and Days Sales Outstanding (DSO) without distortion from single-day month-end peaks.