Bad Debt Expense Definition and Methods for Estimating

Bad debt expense refers to the estimated amount of accounts receivable that a company does not expect to collect from its customers. It arises when a customer fails to pay an invoice due to reasons such as bankruptcy, financial distress, or unwillingness to settle the debt. In accounting, this expense is recognized as a cost of doing business, particularly for companies that extend credit to their customers.

Under the accrual basis of accounting, which adheres to the matching principle, businesses record revenue when it is earned, not necessarily when cash is received. Consequently, when a portion of that revenue becomes uncollectible, it must be written off as an expense—bad debt expense—to accurately reflect the company’s financial position. This expense is typically reported on the income statement and reduces the company’s net income.

Bad debt expense is closely tied to the concept of the allowance for doubtful accounts, a contra-asset account on the balance sheet. This allowance represents the estimated portion of accounts receivable deemed uncollectible, ensuring that the reported receivables reflect a realistic value.

Why is Bad Debt Expense Important?

Recognizing bad debt expense is crucial for several reasons:

  1. Accurate Financial Reporting: By estimating and recording bad debt, companies ensure their financial statements reflect a true and fair view of their assets and profitability. Overstating accounts receivable could mislead investors, creditors, or management about the company’s financial health.
  2. Compliance with Accounting Standards: Generally Accepted Accounting Principles (GAAP) and International Financial Reporting Standards (IFRS) require businesses to account for potential credit losses. Estimating bad debt expense aligns with these standards, particularly under the expected credit loss model introduced by IFRS 9 and ASC 326 (Current Expected Credit Losses, or CECL, under GAAP).
  3. Risk Management: Estimating bad debt helps businesses assess the risk associated with extending credit to customers. This insight informs credit policies, allowing companies to mitigate future losses by tightening credit terms or improving customer screening processes.
  4. Tax Implications: In some jurisdictions, bad debt expense may be tax-deductible once specific conditions are met (e.g., the debt is proven uncollectible). Properly estimating and documenting this expense ensures compliance with tax regulations.

Methods for Estimating Bad Debt Expense

Because bad debt cannot be precisely known until a customer defaults, businesses rely on estimation techniques. There are two primary approaches to estimating bad debt expense: the percentage of sales method (income statement approach) and the aging of accounts receivable method (balance sheet approach). Additionally, a third method, the specific identification method, is used in certain cases. Each method has its own merits and is chosen based on the company’s size, industry, and accounting preferences.

1. Percentage of Sales Method (Income Statement Approach)

The percentage of sales method estimates bad debt expense as a fixed percentage of credit sales for a given period. This approach focuses on the income statement and is often referred to as the “income statement approach” because it ties the expense directly to sales revenue.

How It Works
  • A company analyzes historical data to determine the percentage of credit sales that typically become uncollectible. For example, if a business historically finds that 2% of its credit sales go unpaid, it applies this percentage to the current period’s credit sales.
  • The resulting amount is recorded as bad debt expense in the income statement and added to the allowance for doubtful accounts on the balance sheet.
Example

Suppose XYZ Company has $500,000 in credit sales for the year. Based on past experience, it estimates that 2% of credit sales will be uncollectible. The bad debt expense is calculated as follows:

Bad Debt Expense=$500,000×0.02=$10,000 \text{Bad Debt Expense} = \$500,000 \times 0.02 = \$10,000 Bad Debt Expense=$500,000×0.02=$10,000

The journal entry would be:

  • Debit: Bad Debt Expense $10,000
  • Credit: Allowance for Doubtful Accounts $10,000
Advantages
  • Simple and easy to apply, especially for small businesses with consistent sales patterns.
  • Aligns with the matching principle by tying the expense to the revenue generated in the same period.
Disadvantages
  • Ignores the age or collectibility of existing receivables, which may lead to inaccuracies if the customer base or economic conditions change.
  • Assumes a constant rate of uncollectible debt, which may not hold true over time.
2. Aging of Accounts Receivable Method (Balance Sheet Approach)

The aging of accounts receivable method estimates bad debt based on the age of outstanding receivables. This approach, often called the “balance sheet approach,” assumes that the longer an invoice remains unpaid, the less likely it is to be collected. It provides a more detailed and dynamic estimation compared to the percentage of sales method.

How It Works
  • Accounts receivable are categorized into “aging buckets” based on how long they have been outstanding (e.g., 0–30 days, 31–60 days, 61–90 days, over 90 days).
  • A higher uncollectible percentage is assigned to older receivables, reflecting their increased risk. These percentages are derived from historical data or industry benchmarks.
  • The estimated uncollectible amount for each bucket is calculated and summed to determine the total allowance for doubtful accounts.
Example

ABC Company has the following accounts receivable aging schedule:

Days OutstandingAmountEstimated Uncollectible %Estimated Uncollectible Amount
0–30 days$100,0001%$1,000
31–60 days$50,0005%$2,500
61–90 days$30,00010%$3,000
Over 90 days$20,00025%$5,000
Total$200,000$11,500

The total estimated uncollectible amount is $11,500. If the current balance in the allowance for doubtful accounts is $2,000, the company would adjust it by recording a bad debt expense of $9,500 ($11,500 – $2,000).

The journal entry would be:

  • Debit: Bad Debt Expense $9,500
  • Credit: Allowance for Doubtful Accounts $9,500
Advantages
  • More accurate because it considers the specific collectibility of outstanding receivables.
  • Adjusts dynamically to changes in customer payment behavior or economic conditions.
Disadvantages
  • Requires detailed record-keeping and analysis, making it more time-consuming.
  • Relies on subjective judgment to assign uncollectible percentages, which may vary.
3. Specific Identification Method

The specific identification method involves identifying individual accounts receivable that are deemed uncollectible based on specific circumstances, such as a customer’s bankruptcy or legal disputes. Rather than relying on estimates, this method writes off debts as they are confirmed to be unrecoverable.

How It Works
  • When a company determines that a specific customer will not pay (e.g., through legal notice or prolonged non-payment), the receivable is removed from accounts receivable and the allowance for doubtful accounts is adjusted accordingly.
  • This method is often used in conjunction with one of the estimation methods above to handle exceptional cases.
Example

LMN Company has a $5,000 receivable from a customer who has filed for bankruptcy. The company decides to write off this amount. The journal entry would be:

  • Debit: Allowance for Doubtful Accounts $5,000
  • Credit: Accounts Receivable $5,000

If the allowance is insufficient to cover the write-off, an additional bad debt expense may be recorded.

Advantages
  • Highly accurate for known uncollectible debts.
  • Useful for large, specific transactions where collectibility is clearly compromised.
Disadvantages
  • Impractical for estimating bad debt across a large customer base.
  • Reactive rather than proactive, as it only addresses debts after they become uncollectible.

Direct Write-Off Method: An Alternative Approach

While not an estimation method, the direct write-off method is worth mentioning as an alternative approach to handling bad debts. Under this method, bad debt expense is recorded only when a specific receivable is deemed uncollectible, and it is directly written off against accounts receivable. No allowance account is used.

Example

If a $3,000 receivable is deemed uncollectible, the entry is:

  • Debit: Bad Debt Expense $3,000
  • Credit: Accounts Receivable $3,000
Limitations

The direct write-off method does not comply with the matching principle, as the expense is recognized in a different period from the revenue. For this reason, it is not permitted under GAAP or IFRS for financial reporting purposes, though it may be used for tax purposes or by small businesses with minimal credit sales.

Choosing the Right Method

The choice of method depends on several factors:

  • Size of the Business: Small businesses may prefer the simplicity of the percentage of sales method, while larger firms with detailed accounting systems may opt for the aging method.
  • Industry Practices: Retail businesses with high transaction volumes might lean toward percentage-based estimates, whereas B2B companies with fewer, larger receivables might use aging or specific identification.
  • Regulatory Requirements: Companies subject to GAAP or IFRS must use estimation methods that align with expected credit loss models, such as the aging method under CECL.

Practical Considerations and Adjustments

Estimating bad debt is not a one-time task; it requires ongoing monitoring and adjustment. Companies periodically review their allowance for doubtful accounts to ensure it reflects current conditions. If actual write-offs differ significantly from estimates, the percentages or assumptions used in the estimation process may need revision.

Additionally, economic factors—such as recessions or industry downturns—can increase the likelihood of bad debts, necessitating more conservative estimates. Businesses may also recover previously written-off debts (e.g., if a customer pays unexpectedly), requiring a reversal of the write-off and recognition of income.

Conclusion

Bad debt expense is an inevitable reality for businesses that extend credit, making its estimation a cornerstone of sound financial management. Whether using the percentage of sales method, the aging of accounts receivable method, or the specific identification method, companies can proactively account for credit losses and maintain accurate financial statements. Each approach offers unique benefits and challenges, and the best choice depends on a company’s operational needs and regulatory environment.