BiasMedium
California's Algorithm Considered ZIP Codes in Vaccine Distribution, Allegedly Excluding Low-Income Neighborhoods and Communities of Color
- Occurred
- Feb 12, 2021
- Published
- May 6, 2021
- Source
- AI Incident Database
Summary
California's vaccine-distribution algorithm used ZIP codes as opposed to census tracts in its decision-making, which critics said undermined equity and access for vulnerable communities who are largely low-income, underserved neighborhoods with low Healthy Places Index scores.
Developers
- Blue Shield of California
Deployers
- California Department of Public Health
Harmed parties
- Economically vulnerable neighborhoods in California
- California communities of color
Classification
Category confidence: 90%
Severity confidence: 85%
Rationale: Algorithmic decision-making excluded vulnerable communities, raising equity concerns without confirmed legal action.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8