---
title: Racial Disparities in Algorithmic Decision-Making
type: concept
frequency: 2
papers_count: 2
related_concepts:
  - Algorithmic Fairness in Child Welfare
  - Algorithmic Transparency and Interpretability
tags:
  - concept
---
# Racial Disparities in Algorithmic Decision-Making

## Definition

The phenomenon where machine learning models used in child welfare disproportionately flag or recommend investigation for children from specific racial groups (particularly Black children), thereby amplifying existing systemic inequalities in the child protection system.

## Co-occurrence

| Konzept | Gemeinsame Papers |
|---------|------------------|
| [[Algorithmic Fairness in Child Welfare]] | 2 |
| [[Algorithmic Transparency and Interpretability]] | 1 |

## Papers

- [[A systematic review of sophisticated predictive and prescriptive analytics in child welfare- Accurac (Hall_2024_systematic)]]
- [[Algorithmic-Assisted Decision-Making Tools in Child Welfare Practice- A Systematic Review]]

## Assessment-Divergenz

Von 1 bewerteten Papers: 0 Divergenzen (0%)

