🇦🇺Australia

Erroneous Admission Decisions from Manual Reviews

2 verified sources

Definition

Portfolio-driven selections with minimum 12 works and interviews prone to bias, affecting yield and diversity compliance.

Key Findings

  • Financial Impact: 2-5% revenue loss from bad cohort fits or appeals (AUD 50k+ for mid-size school)
  • Frequency: Per intake
  • Root Cause: Lack of visibility in manual interview/portfolio data

Why This Matters

The Pitch: Fine Arts Schools risk AUD 20,000+ in refunds/disputes yearly from flawed decisions. Automated scoring ensures defensible, data-driven admissions.

Affected Stakeholders

Admissions Panel, Academic Directors

Deep Analysis (Premium)

Financial Impact

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Current Workarounds

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Methodology & Sources

Data collected via OSINT from regulatory filings, industry audits, and verified case studies.

Evidence Sources:

Related Business Risks

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