---
title: Algorithmic Bias in Social Work
type: concept
frequency: 8
papers_count: 8
related_concepts:
  - EPIC Model for AI Integration
  - AI Literacy in Social Work Education
  - Human-in-the-Loop Decision Support
  - Algorithmic Decision Support
  - Algorithmic Fairness
tags:
  - concept
---
# Algorithmic Bias in Social Work

## Definition

Systematische Verzerrungen in KI-Systemen, die durch historische, nicht-repräsentative Datensätze entstehen und marginalisierte Gruppen, insbesondere First Nations Peoples und People of Color, diskriminieren (z.B. Fehlerquoten bis 34,7% bei Geschlechtserkennung für dunklere Hauttypen).

## Co-occurrence

| Konzept | Gemeinsame Papers |
|---------|------------------|
| [[EPIC Model for AI Integration]] | 3 |
| [[AI Literacy in Social Work Education]] | 1 |
| [[Human-in-the-Loop Decision Support]] | 1 |
| [[Algorithmic Decision Support]] | 1 |
| [[Algorithmic Fairness]] | 1 |
| [[Data Literacy in Professional Practice]] | 1 |
| [[AI Ethics Curriculum Integration]] | 1 |
| [[Natural Language Processing (NLP)]] | 1 |

## Papers

- [[Artificial intelligence in social work- An EPIC model for practice]]
- [[Artificial intelligence in social work- An EPIC model for practice (Boetto_2025_Artificial_Intelligence_in_S)]]
- [[Generative AI & social work practice guidance]]
- [[Decision support and algorithmic support- The construction of algorithms and professional discretion in social work]]
- [[Artificial intelligence in social work- Emerging ethical issues]]
- [[Der Einfluss der Algorithmen- Neue Qualitäten durch Big Data Analytics und Künstliche Intelligenz]]
- [[AI Creates the Message- Integrating AI Language Learning Models into Social Work Education and Practice]]
- [[Artificial intelligence in social work- An EPIC model for practice (Unknown_Artificial_Intelligence_in_Socia)]]

## Assessment-Divergenz

Von 7 bewerteten Papers: 7 Divergenzen (100%)

