---
title: Predictive Analytics in Child Welfare
type: concept
frequency: 3
papers_count: 3
related_concepts:
  - AI Literacy in Social Work
  - Algorithmic Bias in Social Services
  - Algorithmic Fairness Auditing
  - Automation Bias
  - Inclusive AI Design
tags:
  - concept
---
# Predictive Analytics in Child Welfare

## Definition

Einsatz von algorithmischen Vorhersagesystemen (z.B. AFST) zur Einschätzung von Kindeswohlgefährdung, das ethische und Fairness-Fragen bezüglich Transparenz, Datenschutz und professioneller Kontrolle aufwirft.

## Co-occurrence

| Konzept | Gemeinsame Papers |
|---------|------------------|
| [[AI Literacy in Social Work]] | 2 |
| [[Algorithmic Bias in Social Services]] | 2 |
| [[Algorithmic Fairness Auditing]] | 1 |
| [[Automation Bias]] | 1 |
| [[Inclusive AI Design]] | 1 |

## Papers

- [[Exploring machine learning to support decision-making for placement stabilization and preservation in child welfare]]
- [[Considering a unified model of artificial intelligence enhanced social work- A systematic review]]
- [[Künstliche Intelligenz in der Sozialen Arbeit- Grundlagen für Theorie und Praxis]]

## Assessment-Divergenz

Von 1 bewerteten Papers: 0 Divergenzen (0%)

