---
title: Predictive Analytics in Social Work
type: concept
frequency: 2
papers_count: 2
related_concepts:
  - Algorithmic Bias in Social Services
  - AI Literacy in Social Work Education
  - Algorithmic Fairness and Transparency
tags:
  - concept
---
# Predictive Analytics in Social Work

## Definition

Data-driven techniques that analyze historical case data, demographics, and social determinants to identify at-risk individuals or groups for early intervention in areas such as child welfare, mental health, and substance abuse prevention.

## Co-occurrence

| Konzept | Gemeinsame Papers |
|---------|------------------|
| [[Algorithmic Bias in Social Services]] | 2 |
| [[AI Literacy in Social Work Education]] | 1 |
| [[Algorithmic Fairness and Transparency]] | 1 |

## Papers

- [[The role of artificial intelligence (AI) and machine learning in social work practice]]
- [[Artificial Intelligence in Social Sciences and Social Work- Bridging Technology and Humanity to Revolutionize Research, Policy, and Human Services]]

## Assessment-Divergenz

Von 2 bewerteten Papers: 0 Divergenzen (0%)

