Preventing Homelessness Through Data Analysis

Predictive analytics can help identify vulnerable people early and deliver necessary services before they descend into homelessness.

1 minute read

April 9, 2019, 1:00 PM PDT

By Camille Fink


Skid Row

Neon Tommy / Flickr

Michelle Chen reports on the Economic Roundtable’s new screening tools to target individuals at risk for persistent homelessness and to provide them the most effective interventions. "The aim is to triage services for people at especially high risk of spiraling into persistent homelessness—particularly among youth and the working poor—to deliver the help they need before a temporary crisis becomes a permanent one."

The goal is to connect people to the best resources to address their needs—job training, childcare, or drug treatment, for example. The application of predictive analytics to prevent long-term homelessness is new, since in the past it has mainly been used in policing and criminal justice, says Chen.

The Economic Roundtable predictive models are being tested in Los Angeles. So far, their use has highlighted social and economic factors that make particular groups of people more vulnerable to chronic homelessness. "These homeless subgroups are, at least statistically, primed for becoming ‘stuck’ in a spiral of destabilization, trauma, and displacement—but they can steer clear of that risk if they get help before crisis strikes," notes Chen.

Monday, April 1, 2019 in Dissent

Young Professional

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching. Mary G., Urban and Environmental Planner

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching.

Mary G., Urban and Environmental Planner

Get top-rated, practical training for planners

"Planetizen federal action tracker" logo superimposed over black and white image of US Capitol dome.

Planetizen Federal Action Tracker

A weekly monitor of how Trump’s orders and actions are impacting planners and planning in America.

October 14, 2026 - Zachary Whalen

A crane lifts a manufactured house, with is rectangular and does not yet have a roof.

HUD modernizes 50-year-old manufactured housing framework

The Next Generation Manufactured Housing Action Plan establishes new energy-efficiency standards for manufactured homes, and new guidelines for anchoring them.

October 8, 2026 - Boston Real Estate Times

Cars driving under automatic congestion pricing toll machines on Broadway next to the Trump International Hotel in Manhattan, New York City.

Data reveals that NYC’s bet on congestion pricing has paid off

After almost two years of the program, reports show positive impacts on traffic and air quality and no disruptions to parking.

October 13, 2026 - Marcelo Remond

Drone photo of dam on upper Otay Lakes Reservoir. It is covered in graffiti.

CA officials have the power to fix the state’s riskiest dams. They’ve never used it

California’s 40 most hazardous dams would endanger up to 1.5 million people if they failed.

15 minutes ago - Cal Matters

Aerial footage of the Hydrogen Power Plant in Fusina, Venice, Italy, highlighting its sustainable technology and industrial landscape.

Trump is shattering Pennsylvania's dreams of becoming a leader in hydrogen energy

Progress on both of the state’s planned hydrogen hubs ground to a halt after Trump took office.

1 hour ago - Inside Climate News

Gov. Abbot gestures with his hand at a convention. He is wearing blue and is in his wheelchair.

Despite tough talk from Abbott and Paxton, Texas penalties for data center violations are light

Texas officials are promising tougher enforcement on data centers, but the existing law may offer limited leverage over the industry that has largely failed to report its water use.

2 hours ago - Texas Tribune