# The Best Thresholds for Rapid Identification of Episodic and Chronic Homeless Shelter Use

arXiv: https://arxiv.org/abs/2105.01042 · HTML: https://mlsanity.com/paper/2105.01042/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 3 May 2021.

## Built on by (most cited first, 1 of 1)

- [A Rule Search Framework for the Early Identification of Chronic Emergency Homeless Shelter Clients](https://mlsanity.com/paper/2205.09883/) (2022)

## Abstract (arXiv)

This paper explores how to best identify clients for housing services based on their homeless shelter access patterns. We focus on counting the number of shelter stays and episodes of shelter use for a client within a time window. Thresholds are then applied to these values to determine if that individual is a good candidate for housing support. Using new housing referral impact metrics, we explore a range of threshold and time window values to determine which combination both maximizes impact and identifies good candidates for housing as soon as possible. New insights are also provided regarding the characteristics of the "under-the-radar" client group who are typically not identified for housing support.