What the Evidence Shows Yin (2026) Findings at a Glance ABLE Resource Center · RISEI Lab What the Evidence Shows Yin (2026) Findings at a Glance ABLE Resource Center · RISEI Lab
Infographic · One-Page Summary

The First Causal Evidence on the ABLE Act

Step 1 · The Problem

A tool that works, but almost nobody uses.

The Achieving a Better Life Experience Act of 2014 lets people with disabilities save without losing SSI, Medicaid, or other means-tested benefits. The ABLE Age Adjustment Act of 2022, effective January 1, 2026, adds about 6 million newly eligible people, including approximately 1 million veterans.

~8M
Eligible Americans
234K
Accounts opened (Dec 2025)

Enrollment rate: under 3 percent of eligible Americans have an ABLE account, a decade after passage.

0%2.93% enrolled100% eligible
Step 2 · The Question

Does the policy actually improve financial outcomes for the people it reaches?

Yin (2026) uses the staggered rollout of state ABLE programs (2016 to 2026) to identify the causal effect of program availability. States that launched their ABLE program in different years form the treatment group. Four states never adopted an ABLE program — North Dakota, South Dakota, Wisconsin, and Nevada — form the control group.

The estimator is Callaway & Sant'Anna's (2021) doubly-robust difference-in-differences, restricted to adults with disabilities. Standard errors clustered at the state level.

Event-study plot showing log disposable income effect of ABLE launches, rising from 0 at pre-treatment through +5.77 percent at event-time year 5
Figure 1. Event-study coefficients for log disposable income — Yin (2026).
Step 3 · What we found

ABLE works. When people access it.

Four findings from the state-year staggered rollout evidence.
+1.5–3.3%
Disposable income lift for adults with disabilities in states that launched an ABLE program.
Yin (2026) draft 2026-07-07
+7.7%
Gain in wage income for adults with disabilities after ABLE program launch.
Yin (2026) draft 2026-07-07
+0.7 pp
Rise in the employment rate for adults with disabilities after ABLE launch.
Yin (2026) draft 2026-07-07
Effect magnitude for young adults who satisfy the pre-age-26 onset rule automatically.
Yin (2026) draft 2026-07-07
Step 4 · The pattern

Effects triple for young adults.

The effects triple for young adults with disabilities. This group automatically satisfies the pre-age-26 disability-onset rule and faces the longest horizon over which ABLE saving compounds through investment growth and reduced asset-limit distortion.

Policy implication. Enrollment outreach that reaches young adults, transition-age youth, and families of children with disabilities has the highest per-dollar marginal return on federal outreach investment.

Step 5 · What we do next

Enrollment is the binding constraint.

The 3 percent enrollment rate binds the population-level impact of a policy that works when accessed. Consumer-facing outreach has been the field's primary tool for a decade. The next decade needs systems integration and trusted-messenger networks to reach the 97 percent.

01

Embed ABLE inside decision moments

VR intake, SSI application, employer onboarding, IEP transition planning, Medicaid HCBS waiver enrollment. Northwestern's Prong 1 design in the ACL cooperative agreement proposal.

02

Build trusted-messenger networks

Faith leaders, community health workers, pediatricians, librarians, peer navigators. Two-layer trust structure with peer-navigator hands-on enrollment support at 100,000 sessions by Year 3.

03

Address benefits-loss misconceptions

The largest single deterrent is the belief that opening an ABLE account triggers SSI or Medicaid ineligibility. It does not. First $100,000 disregarded from SSI; balances up to state limits disregarded from Medicaid.

04

Prioritize non-expansion states

Given the ABLE-Medicaid substitutability finding, marginal federal outreach dollars deliver the largest financial-inclusion gains in the ten Medicaid non-expansion states.

“The policy works when people access it. The three percent enrollment rate binds the population-level impact.”
Yin (2026), ABLE Accounts and Financial Inclusion of Adults with Disabilities, Northwestern working paper.
REACHABLE is built by the RISEI Lab at Northwestern University with support from the U.S. Department of Health and Human Services