Lecture 4 - Smart Auditing Flashcards
8 Financial Audit phases (Rittenberg et al., 2010)
- Client Acceptance & Retention: auditor wants to know if client is reliable
- Understand the Client: which domain client is in and what kind of issues there are in this area
- Audit Planning: Auditor can’t check everything, so select areas where he will focus on.
- Planning Fraud-Related Procedures: Needs data for this phase.
- Evidence on Controls:
- Evidence on Account Assertions:
- Evidence on Fraud:
- Review & Reporting: adjustment has to be made whether the auditor can give his signature.
Data analytics in first phase helps the auditor to
understand the entity and its environment
Data analytics in later phases helps the auditor
evaluate financial information through analysis
Three types of data analytics in analytical procedures (Trevis Stewart)
- Scanning: getting an idea of what is going on, the deviations
- Proof of total: if the total is well
- Statistical predictive modelling
Criteria for selecting a data mining approach (4)
- Scalability - how well data mining method works regardless of data set size
- Accuracy - how well information extracted remains stable and constant beyond the boundaries of the data from which it was extracted, or trained
- Robustness - how well the data mining method works in a wide variety of domains
- Interpretability - how well data mining method provides understandable information and valuable insight to user
Audit 4.0 (Dau & Vaserhelyi)
Semi- and progressive automation of audit
Industry 4.0 compared with auditing 4.0 (6)
- Interoperability: Data integration
- Virtualization: mirror world: Real-time asset management
- Decentralization and mass customization: Necessity of automation of audit equations.
- Real-time capability: CA/CM
- Service orientation: “Audit as a service”
- Modularity: Audit apps
Continuous auditing (CA)
Is about obtaining audit evidence from systems on a frequent or continuous basis assisted by analytical technology tools.
Continuous monitoring (CM)
Is a control mechanism that ensures controls and systems are functioning as intended