Accounting Analytics: An Integrated Approach
Part V of V: Capstone Cases
Chapter 3 of 3 in this Part
Table 19.1 · Fraud schemes in the credits cycle and the traces they can leave
| Scheme | How it works | What it can leave in the records |
|---|---|---|
| Lapping | A stolen receipt is covered with a later customer’s payment | Receipts applied to another customer’s invoices; growing delays between receipt, deposit, and application |
| False credit | A customer’s payment is taken and the invoice closed with a credit | Credits with no return received; the credit’s approver also handled that customer’s cash |
| Diverted refund | A credit balance is refunded to an account the customer does not control | Refunds by a method unlike the customer’s payments; refunds of credits not yet paid for; concentration by approver or customer |
Table 19.1 · Fraud schemes in the credits cycle and the traces they can leave
| Scheme | How it works | What it can leave in the records |
|---|---|---|
| Unauthorized credits | Credits are granted without authority, often to a few customers | Credits above authority; concentration by approver and customer; return rates out of line |
| Commission manipulation | Clawbacks are skipped or mistimed | Credit lines without clawbacks; clawbacks at the wrong rate |
Table 19.2 · Tools and files
| Tool | File | Holds | Hand-off |
|---|---|---|---|
| SQL | Credits.sql, run on CharlesRiver_Capstone.sqlite | The map of the cycle, reconciliations, control and substantive tests | Export to CSV of the refund flags |
| Excel | Credits Audit.xlsx | Materiality, the risk-and-control matrix, the sample, the evaluation of deficiencies | Tables for the report’s appendix |
| Power BI | Credits Analytics.pbix, plus an updated Audit Monitoring.pbix or a small register in Credits Analytics.pbix | Returns analytics and refund ranking; the continuing tests | Reads CharlesRiver.xlsx and the refund flags |
Which tool fits each step?
Milestone 1: Plan the audit (Requirements 1 to 3): the map of the cycle, the reconciliations, materiality, and the risk-and-control matrix.
Requirement 1 · Map the cycle from its records (Chapters 3, 10, and 12)
Requirement 2 · Reconcile each population to the ledger (Chapters 8 and 12)
Requirement 3 · Assess the risks and set materiality (Chapters 6 and 8)
A test of controls, a substantive test, or both?
Milestone 2: Test controls and balances (Requirements 4 to 7): the control tests, the analytics report, the sampling plan with its frozen selection, and the substantive tests and timeline.
Requirement 4 · Test the controls on every document (Chapters 10 to 12)
Requirement 5 · Explain the returns and rank the refunds (Chapters 13 to 15)
Table 19.3 · Sample sizes for tests of controls, with the deviations each allows
| Expected deviation rate | 95% confidence, 5% tolerable | 95% confidence, 10% tolerable | 90% confidence, 5% tolerable | 90% confidence, 10% tolerable |
|---|---|---|---|---|
| 0% | 59 (0) | 29 (0) | 45 (0) | 22 (0) |
| 1% | 93 (1) | 46 (1) | 77 (1) | 38 (1) |
| 2% | 181 (4) | 46 (1) | 132 (3) | 38 (1) |
Requirement 6 · Sample what the database cannot show (Chapter 8)
Query the whole population, or sample?
Requirement 7 · Test the balances, and follow the largest refund (Chapters 8 and 12)
Milestone 3: Evaluate and report (Requirements 8 to 10): the evaluation of deficiencies, the report to the committee, and the continuing tests.
Table 19.4 · Classifying control deficiencies under AS 2201
| Classification | Abridged definition |
|---|---|
| Deficiency | A control’s design or operation does not allow timely prevention or detection of misstatements |
| Significant deficiency | Less severe than a material weakness, but important enough to merit the attention of those who oversee financial reporting |
| Material weakness | A reasonable possibility that a material misstatement of the annual or interim statements will not be prevented or detected on a timely basis |
Table 19.4 · Classifying control deficiencies under AS 2201
| Classification | What tips the severity | Who hears about it |
|---|---|---|
| Deficiency | Likelihood and potential magnitude that do not merit the attention of those who oversee financial reporting | Management in writing, with notice to the audit committee |
| Significant deficiency | Likelihood, potential magnitude, and circumstances that merit that attention | Management and the audit committee, in writing |
| Material weakness | A reasonable possibility of a material misstatement that no compensating control catches precisely enough | Management and the audit committee in writing, and for a public company an adverse opinion on internal control |
Requirement 8 · Evaluate the deficiencies (Chapter 8)
Does it decide a deficiency’s severity?
Requirement 9 · Report to the audit committee
Requirement 10 · Keep the tests running (Chapter 16)
These slides accompany Accounting Analytics: An Integrated Approach, licensed under CC BY-SA 4.0. Every figure and table comes from the chapter:
https://aa.accountinganalyticshub.com/chapters/19-customer-credits-audit/chapter.html
Chapter 19 · Auditing the Customer Credits Cycle