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Independent research on homelessness spending, oversight models, and public accountability in Los Angeles — evidence-based, sourced, and nonpartisan.

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Institutional AnalysisMay 2026

Bass CHIP Reality Check

An independent fact-check of the Mayor's CHIP housing press release against RAND, UCLA Lewis Center, and LAHSA data.

Policy ResearchAugust 2026

What Los Angeles Can Learn From San Francisco's Inspector General

How San Francisco built independent oversight for public spending — and what a stronger version could look like in Los Angeles.

Policy Paper No. 1August 2026

Independent Oversight for Los Angeles: Where an Inspector General Fits

Not whether Los Angeles needs an Inspector General, but what kind of independent oversight its homelessness system actually requires — with a close look at San Francisco's Proposition C model.

Policy Paper No. 2August 2026

What Counts as Success? Measuring Outcomes in Los Angeles Homelessness Spending

Los Angeles already has a federal framework for measuring whether people stay housed. The real gap isn't the metric — it's who's allowed to verify it.

Policy Paper No. 3August 2026

Follow the Money: What a Real Public Spending Dashboard Requires

Los Angeles publishes spending totals. It doesn't publish where the money actually goes — and that gap is the whole problem.

Policy Paper No. 4August 2026

When a Provider Is Flagged High-Risk, Why Does Public Money Keep Flowing?

A case study in homelessness contract oversight in Los Angeles — and BeaconStone's evidence standard for separating verified findings from reported claims.

Policy Paper No. 5August 2026

Where Did LA's Homelessness Money Actually Go?

Tracing public dollars from appropriation to program, provider, and outcome — and mapping exactly where that public trail is complete, partial, or breaks down.

Policy Paper No. 6September 2026

Who Protects the Watchdog?

A LAHSA Audit Committee chair change during active audit work tests whether oversight independence rests on durable governance safeguards or on individual officeholders — including LAHSA's own response to BeaconStone's questions.

Institutional AnalysisMay 2026

Bass CHIP Reality Check

Executive Summary

Mayor Karen Bass issued a press release announcing one-year results of the Citywide Housing Incentive Program (CHIP), claiming nearly 30,000 new homes are "moving forward," homelessness has declined for two consecutive years, and that the program is transforming Los Angeles housing production.

An independent review of public records, RAND Corporation research, UCLA Lewis Center studies, LAHSA data, and investigative reporting suggests a more nuanced picture. Some claims are well-supported, others rely on favorable framing, and several important contextual factors are omitted from the public narrative.

Bottom line: CHIP appears to be a meaningful rezoning and entitlement initiative. However, the housing figures primarily reflect project applications and pipeline activity rather than completed housing units. The reported homelessness improvements appear real but are occurring alongside growing concerns about Point-in-Time count reliability and elevated return-to-street rates from interim housing programs. At the same time, Measure ULA may be contributing to reduced multifamily housing activity citywide, partially offsetting some production gains.

1. The CHIP Housing Numbers: Applications ≠ Delivered Housing

The "nearly 30,000 homes moving forward" figure primarily reflects permit or planning applications received, not completed housing units. City Planning documentation itself notes that inclusion in the tracking system does not necessarily mean projects are approved, financed, built, or occupied.

The rezoning and entitlement infrastructure created by CHIP appears substantial. UCLA Lewis Center research suggests the program materially increased theoretical housing capacity. However, zoned capacity, proposed units, financed developments, and delivered housing are separate stages with meaningful attrition between them.

A more institutionally precise framing would distinguish:

2. Measure ULA and Housing Production

Measure ULA is not prominently discussed in the press release despite research suggesting it may be affecting housing activity.

Research from RAND Corporation and UCLA Lewis Center indicates Measure ULA may be associated with reduced multifamily transaction activity and lower development velocity in certain sectors of the Los Angeles market. Some analyses estimate a reduction of approximately 1,900 apartment units annually relative to projected trends, although exact causal magnitude remains debated.

This does not necessarily invalidate CHIP, but it does suggest the city may simultaneously be expanding zoning capacity while facing countervailing economic pressures that slow actual development outcomes.

3. Homelessness Numbers: Real Progress, Important Caveats

LAHSA's Point-in-Time counts indicate homelessness has declined for two consecutive years, a notable development relative to worsening national trends.

However, the headline "street homelessness down 18%" figure reflects cumulative unsheltered declines across the mayor's full tenure rather than a single-year metric. Total year-over-year reductions appear more modest.

Additionally, independent RAND tract comparisons suggest the reliability gap between official counts and independent field counts may have widened in recent years. Extrapolations from sampled census tracts suggest official totals could undercount portions of the unhoused population, though citywide estimates remain inherently uncertain.

The Point-in-Time methodology itself also has structural limitations:

These limitations do not make the count meaningless, but they do counsel caution when using it as a definitive measurement of long-term system success.

4. Return-to-Street Rates and Outcome Durability

Inside Safe and related interim housing strategies appear to have contributed to visible reductions in street encampments and unsheltered homelessness in certain areas.

However, publicly reported data also indicates a substantial portion of interim placements may not result in durable permanent housing outcomes. Multiple analyses suggest elevated return-to-street rates compared with long-term stabilization goals.

This distinction matters because temporary placement activity and durable housing retention are different policy outcomes. Longitudinal measures — including 6-, 12-, and 24-month housing retention rates — may provide a more meaningful assessment of system effectiveness than placement counts alone.

Overall Assessment

CHIP appears to be a legitimate and substantial rezoning initiative, and the homelessness trends reported by the city likely reflect at least some real progress. Mayor Bass and city leadership deserve credit where measurable improvements have occurred.

At the same time, the public presentation of results tends to emphasize the most favorable metrics while providing limited discussion of:

The broader structural drivers of homelessness — housing affordability, housing production economics, behavioral health capacity, addiction treatment availability, and long-term housing retention — remain only partially addressed by the policies highlighted in the press release.

Institutionally durable accountability requires distinguishing activity from outcomes, temporary placement from permanent stabilization, proposed capacity from delivered housing, and headline metrics from longitudinal system performance.

Sources referenced: RAND Corporation, UCLA Lewis Center, LAHSA data, HUD Point-in-Time methodology materials, USC Annenberg reporting, LAist, NPR, CalMatters, and Los Angeles City Planning documentation.

Policy ResearchAugust 2026

What Los Angeles Can Learn From San Francisco's Inspector General

Los Angeles doesn't need to invent an unprecedented watchdog for homelessness spending. San Francisco has already built much of the architecture — and Los Angeles already has several of the component pieces in place. The opportunity is connecting them into a stronger, independent system for tracing funds and verifying results.

The San Francisco Precedent

In November 2024, San Francisco voters approved Proposition C, amending the City Charter to create an Inspector General within the Controller's Office. The measure expanded investigative authority and gave the Controller's Office additional subpoena powers and authority to execute search warrants when permitted by state law. It passed with just over 60% of the vote.

The model is significant because the watchdog sits inside a financial-oversight office rather than under a program operator. The Inspector General is intended to prevent, detect, and investigate fraud, waste, and abuse; examine contracting conflicts; coordinate with other integrity agencies; make policy recommendations; and report publicly. The Controller's audit function has charter-protected funding equal to 0.2% of the city budget — giving the office a degree of budgetary insulation from the agencies it may scrutinize.

What Makes the Model Work

Third-party reach. Oversight doesn't stop at City Hall. The Controller's subpoena authority can reach third parties — contractors, permittees, and entities receiving or seeking city benefits. For homelessness spending, that means public funding can carry accountability obligations all the way through the contracting chain, not just at the point of initial disbursement.

Proactive investigations. The model isn't limited to waiting for complaints. It emphasizes risk identification, data analytics, and proactive audits and inspections.

Performance, not just compliance. Best practice for inspector general offices includes examining whether public resources are used efficiently and effectively — not merely whether spending is technically legal. That distinction matters most in homelessness policy, where financial compliance and program success are genuinely different questions.

Public reporting. The San Francisco IG reports publicly at least twice a year. A Los Angeles version could reasonably go further — quarterly reporting, a public dashboard, and a tracker showing whether recommendations actually get implemented.

Where Los Angeles Could Improve on the Model

Protecting the office. San Francisco's Controller can remove the Inspector General at their own discretion. A stronger design would include a fixed term, clearly enumerated for-cause removal standards, and a transparent removal process — insulating the office from political pressure regardless of who holds it.

Continuous outcome data. Twice-a-year reporting is useful but not sufficient for a system as large and complex as homelessness spending. Continuous public data — covering appropriations, contracts, providers, subcontractors, payments, services, placements, and retention — would give the public a real-time picture rather than a biannual snapshot.

Jurisdictional clarity. Los Angeles's homelessness system crosses City, County, LAHSA, nonprofit providers, subcontractors, and state and federal funding streams. Any governing framework needs clear authority to follow records and conduct audits across all of them — not just the agencies that receive funds directly.

Building on What Los Angeles Already Has

Los Angeles isn't starting from zero. The City already has an elected Controller performing citywide financial oversight. Charter reform conversations have separately raised the idea of a broader Inspector General function. Measure ULA established a housing-related oversight mechanism that voters have already accepted in this policy area. And the City Council has previously supported the general concept of a homelessness-focused inspector general.

What's been missing is a proposal that cleanly connects these existing pieces into one coherent, homelessness-focused accountability function — modeled on the logic of San Francisco's approach, but adapted to Los Angeles's more complex, multi-agency funding structure.

The Core Principle

Jurisdiction follows the money — and oversight should follow it all the way from appropriation, through the agency, through the contract, through the provider and subcontractor, to the payment, the service, and ultimately the outcome for the person it was meant to help.

Legal, compliant spending is not automatically the same thing as effective spending. The organizations running a program shouldn't have exclusive control over how their own success is defined and presented. And independent verification — not self-reporting — should determine whether activity and spending actually translate into meaningful outcomes.

That's the case for an independent Homelessness Inspector General in Los Angeles: not an accusation against the people doing the work, but a structural safeguard so the public can trust that public money is producing public results.

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