The Policy Test: Can a Work Requirement Create Work Without Losing the Neediest?
The final question for SNAP’s ABAWD work requirement is not whether it can reduce the number of people receiving benefits. The evidence shows that it can. The harder question is whether it creates enough work, income, and improved targeting to justify the access it removes. Bringing the participation estimates, labor-market results, composition changes, welfare model, and policy alternatives together produces a clear but bounded answer: in the reinstatement settings studied by the 2026 paper, screening is a strong observed effect; work creation is not established by the preferred estimates, and the people screened out appear to be disproportionately lower-income.
That conclusion is narrower than saying work requirements never work. Earlier evidence summarized by CBO leaves room for modest employment gains in some states and periods. It is also stronger than saying the policy simply failed because a single employment estimate was not positive. The policy changes several outcomes at once. A fair judgment must ask which outcome moved, for whom, through what mechanism, and at what social and fiscal cost.
What the evidence can and cannot say
The most reliable empirical result is a change in SNAP access. In the preferred triple-difference estimate, reinstatement reduces participation by 4.4 percentage points, about 7 percent relative to the pre-reinstatement mean. The decline appears after roughly three months, consistent with the rule’s grace period before the time limit can produce benefit losses, and it persists through the 18-month follow-up. Average benefits including zeros fall by about $8 per person in the same estimate. The alternative DiD estimates show larger participation declines, but the preferred estimate is the safer anchor because it uses the age, geography, and timing contrasts that address the comparison problem more directly.
The evidence does not show a corresponding positive labor-market response in that preferred design. Employment falls by a small, statistically insignificant point estimate of about 0.4 percentage points, and the reported confidence interval rules out a meaningful positive increase within the measured outcome and sample. Quarterly earnings, available for only four states, show an insignificant reduction of about $15. This is evidence against a large aggregate employment response in the studied setting. It is not evidence that no person worked more, nor does it rule out a response in a different labor market or under a different implementation system.
The CBO comparison keeps that statement properly qualified. Its 2022 synthesis reports earlier studies near the age cutoff that found employment increases of roughly 1 to 4 percentage points in some states. CBO therefore judged that SNAP work requirements probably increased employment for some adults without dependents, while reducing average income overall because benefit losses exceeded the earnings gains for the broader group. Those studies use different states, periods, enforcement environments, and comparison assumptions. The newer preferred DDD result does not erase them, but it does make it unsafe to treat a positive estimate from one setting as the default effect of the rule.
The most defensible synthesis is therefore not a compromise average between zero and four percentage points. It is a conditional statement about evidence quality. Participation loss is the clearest recurring result in the Census study and much of the CBO evidence, although CBO reports variation across states. Employment gains are smaller, more variable, and sensitive to design and setting. A positive labor response may occur where jobs are available, supports are credible, and the comparison is valid. But a lower caseload is not a measure of that response. It is an access outcome that requires separate labor-market evidence.
The composition result gives the access outcome a distributional direction. Among current participants, average pre-reinstatement gross income rises by $23.58, average SNAP benefits fall by $1.77, and the share receiving the maximum benefit falls by 2.2 percentage points in the preferred estimate. These are not direct income gains for the people who stay.