What the region likely can’t do: fully stem the tide of people falling into homelessness without drastic changes to the housing market and federal policies outside the bounds of local control.
The past several years, the city and county of San Diego have ramped up programs that offer subsidies to keep people from losing their homes, collectively serving hundreds of seniors and families each year.
These programs, for example, might pay landlords $500 a month to keep a vulnerable tenant in their rental and also support that resident with case management and referrals to other programs.
In the process, officials and researchers have gotten a better handle on how prevention programs work and what they cost. Yet, for most of the last three years, the number of newly homeless San Diegans has eclipsed the number of newly housed ones.
To change that trend and visibly reduce homelessness, San Diego would need to keep hundreds more people from falling into homelessness each year. Experts agree that San Diego could do that – with more money and analysis that helps the region target that money to those most in need.
The Housing Commission projects that it would cost about $12.8 million a year to help city residents who might otherwise become homeless for the first time avoid that outcome. This total includes both financial support and services.
The team behind the city’s homelessness plan, which was updated in 2023, estimated at the time that the city could help a third of newly homeless people avoid homelessness with prevention, which translated to about 1,425 people and 60 families.
In the past couple years, public support for prevention programs – including among politicians and philanthropists – has spiked.
The funding for those programs, however, hasn’t kept up.
The city’s existing homelessness prevention programs served 740 people and families last year, far shy of what was recommended in the city’s homelessness plan.
“I think the political will is very high, but the financial resources aren’t there yet,” Housing Commission Senior Vice President Casey Snell said.
Most traditional government funding for homelessness programs don’t support prevention ones due to longstanding policies so city and county leaders have looked to philanthropists to help.
The county is doing a deep dive into the results of a county program serving seniors on the brink of homelessness with an eye toward increasing political will and philanthropic support.
The program focused on low-income seniors provides $500 a month in rental assistance for 18 months and the county estimates it would cost about $3 million annually to continue.
Spencer Katz, a spokesperson for County Board Chair Terra Lawson-Remer, said county officials are studying how its 382 participants fared compared with a random group of applicants who didn’t get subsidies. They are especially focused on whether those who got aid maintained stable housing at higher rate the year after they stopped receiving them.

(Brittany Cruz-Fejeran for Voice of San Diego)
“The theory of change here is that we have to be able to demonstrate to potential funders and taxpayers that these are effective solutions,” Katz said.
The results could also guide potential adjustments to the program.
Regional Task Force on Homelessness CEO Tamera Kohler, whose organization’s monthly reports have highlighted the monthly flow of San Diegans into homeless services, thinks technological advances now and over the next 20 years could supercharge prevention efforts.
A key challenge with existing prevention programs is that it can be difficult to predict who is most in need. Some who seek prevention funds might stabilize on their own while others in dire need might never tap in.
Liz Drapa of the Corporation for Supportive Housing, who worked on the city’s homelessness plan, said that’s just one dynamic that makes prevention – and meeting the need for it – especially tricky.
“How do you target it? How much actually helps someone get back to a stable landing?” Drapa wrote in an email. “How flexible can the prevention be and what are the market forces that impact how much you need — increasing rents, lack of access to services, health care access, etcetera?”
Drapa argued that resolving these questions and right-sizing prevention and diversion services that help people avoid the homeless service system can help ensure people don’t get stuck waiting for housing in shelters and allow regions to better calibrate the number of shelter beds they provide.
More communities are trying to better target and tailor their resources for all of those reasons.
For example, the California Policy Lab has teamed with Los Angeles County on predictive modeling to identify Angelenos most at risk of homelessness. This approach helps that county’s prevention team target its services to people who aren’t linked with homeless services and prioritize who is most in need.
Kohler argued that artificial intelligence could supercharge predictive modeling efforts like the Los Angeles one to make prevention programs in San Diego more effective – and more likely to reach people who would otherwise fall through the cracks and into homelessness.
She noted a 2019 2-1-1 San Diego report that showed why more targeted assistance can be important. The study found that just over a quarter of people who reached out to 2-1-1 reporting housing instability were homeless four months later – and that certain characteristics including unemployment and a high school education were correlated with an increased likelihood of homelessness.
Kohler said the San Diego region could “aggressively use AI” to explore these and other dynamics that increase a person’s likelihood of homelessness. Doing so could help San Diego cut through bias and data-sharing concerns that have long plagued the service system.
“I do believe that reducing the trauma of homelessness by focusing on prevention in a targeted way could have substantial impact,” Kohler said. “We just have not had the tools to know what we’re targeting.”
But Kohler emphasized that prevention programs likely can’t address the root of the state’s homelessness crisis – even with 20 years of innovations.
“Our greatest prevention is having more housing stock and will always be,” Kohler said.
Dr. Margot Kushel of UC San Francisco, who led a groundbreaking survey of California’s homeless population, agreed.
Kushel said dramatically attacking the problem would mean dramatically reducing the housing cost burdens and easing access to housing subsidies and social services that lessen the burden on low-income Californians.
“A program is really important but scale is actually decreasing rental prices at the low end so people aren’t on the edge all the time,” Kushel said.
Aug. 21 correction: An earlier version of this post misstated the scope of the county’s study of its prevention program. The county is assessing how all its 382 prevention program participants fared and comparing their experience with a control group of people who applied but didn’t get the subsidy.
This story first appeared in Voices of San Diego. Read the original here.