A better way to prioritize scarce housing
HAST™ helps Coordinated Entry systems identify people with the greatest need for scarce housing resources, using a brief assessment plus information already available in HMIS.
Housing systems have to make difficult allocation decisions
When demand for permanent housing exceeds supply, Coordinated Entry systems must decide who should be prioritized. Yet many traditional vulnerability assessments were not designed or validated to predict the outcomes communities care about.
How HAST works
What makes HAST different
Evidence-based
Built from observed outcomes in homelessness data rather than simply adding up questionnaire responses.
Less client burden
Uses information already available in HMIS alongside a focused assessment.
Locally validated
Communities can test HAST using their own historical data before changing their Coordinated Entry process.
Transparent and monitored
Performance, score distributions and demographic patterns can be reviewed over time, so communities can examine how the tool performs across groups.
Case study: Utah
Evaluation underway
SDA is monitoring implementation, score distributions, usage and housing-prioritization outcomes as the pilot develops.
The research behind HAST
HAST builds on more than a decade of work developing and independently evaluating predictive tools in human services, including peer-reviewed studies of how these tools perform once deployed.
Peer-reviewed evidence
Predictive Risk Modeling to Identify Homeless Clients at Risk for Prioritizing Services using Routinely Collected Data
A model built from routinely collected homelessness-service data outperformed the VI-SPDAT in identifying clients at greatest risk of future adverse outcomes.
Read the paper
Algorithm-Assisted Decision Making and Racial Disparities in Housing: A Study of the Allegheny Housing Assessment Tool
Evaluates the deployed Allegheny tool, examining racial disparities and how housing decisions aligned with algorithmic prioritization in practice.
Read the paper
Technical report & methodology
Allegheny Housing Assessment Tool: Methodology Report (January 2026)
Try HAST before adopting
See how HAST would work with your data
Your community does not need to change its Coordinated Entry system to evaluate HAST.
Retrospective validation
SDA applies the approach to your historical HMIS and Coordinated Entry data.
Compare
See how HAST would have prioritized households compared with your current approach.
Decide
Use evidence from your own population to decide whether a pilot makes sense.