Pennsylvania's SNAP Error Rate Has a Price Tag Now

Nine and twenty one hundredths percent. That is not a phrase I expected to sit with for a week, but I have. It is Pennsylvania’s most recent SNAP payment error rate, and on its own it reads like a success story: two years earlier the same rate was 16.61 percent, so the state cut it nearly in half. I want to say that plainly before I argue with anything, because caseworkers and county assistance offices did real work to make that number fall. But I keep turning the number over, because an error rate is not a report card someone hands you at the end of the year. It is a fraction. And starting in late 2027, Pennsylvania has a legal reason to care which half of that fraction moved.

What an error rate actually measures

A SNAP payment error rate is not a measure of fraud or dishonesty, even though it gets discussed that way in budget hearings. It measures how much of the money moving through the program each year was paid out incorrectly, in either direction, too much to a household or too little. The USDA Food and Nutrition Service runs quality control reviews in every state and publishes the results as a single yearly figure. Pennsylvania’s Independent Fiscal Office, the nonpartisan office that tells the General Assembly what its choices actually cost, has been tracking the consequences of that figure closely, because for the first time in the program’s history, the rate is about to carry a price tag.

For federal fiscal year 2025, Pennsylvania’s error rate came in at 9.21 percent, made up of 8.03 percent in overpayments and 1.18 percent in underpayments. Two years earlier, in 2023, it was 16.61 percent. That is genuine improvement, and I do not want to bury it under the argument I am about to make. Somebody in Harrisburg fixed a lot of casework, and that work does not stop mattering just because I am about to complicate the story.

The number that now comes with a bill

Here is what changed. Under the federal law that reorganized how Washington and the states split the cost of SNAP, states now have to keep their error rate under 6 percent to avoid paying part of the benefit cost themselves, beginning with the 2027 to 2028 state budget. The Pennsylvania Independent Fiscal Office’s analysis, reported by San.com, lays the penalty out in bands. Land between 6 and 8 percent, and the state absorbs roughly 190 million dollars. Land between 8 and 10 percent, and that figure climbs toward 380 million. The penalties do not take effect until October 1, 2027, but the year that decides the bill is already behind us. It is the 2025 rate, the 9.21 percent, that Pennsylvania is currently sitting inside.

I want to be precise about what that means, because it would be easy to round it up into something scarier than it is. Pennsylvania is not currently being fined. Nobody has sent Harrisburg an invoice. What exists right now is an incentive, sized at nine figures, attached to a single statistic that a state agency reports once a year.

Why I keep calling it a fraction

An error rate, mechanically, is dollars paid in error divided by total dollars paid out. That is the part of this story I have not seen anyone else say plainly, and it matters because a fraction can get smaller in two different ways. You can shrink the top of it: catch more mistakes, verify more paperwork correctly, close the gap between what a caseworker enters and what a household actually qualifies for. That is the hard way, and it is very likely a real part of why the rate fell from 16.61 to 9.21 in two years.

Or a state can shrink the bottom of it. Fewer cases on the rolls means fewer chances to be counted wrong, even if accuracy on any individual case never improves at all. A state under genuine fiscal pressure, staring at a bill in the hundreds of millions, has both levers sitting in front of it. Only one of them requires getting better at anything.

The Center on Budget and Policy Priorities already said the quiet part

I am not going to tell you Pennsylvania has decided which lever to pull. Nobody has announced that, and I am not in the room where that decision gets made. But the Center on Budget and Policy Priorities, the research group that has been modeling this cost shift across every state, already described the second lever out loud. Their estimate puts the new collective cost to states at roughly 9 billion dollars a year nationally, and their post is direct about what comes next. States that cannot fully cover the new cost by raising taxes or cutting other services, in the organization’s own words, “will need to further restrict access to SNAP or potentially end the program entirely.”

That sentence is not a prediction about Pennsylvania specifically. It is a description of an incentive that now exists in every state that has not gotten its error rate under 6 percent, which by the most recent reporting includes most states, Pennsylvania among them. Central Pennsylvania’s own regional food bank has been tracking the same numbers on its policy blog, because a policy change measured in caseloads eventually becomes a policy change measured in who shows up asking for food.

Why this is the film’s argument, not a detour from it

I have spent years building I AM HUNGRY: The Many Faces of Food Insecurity around one idea: hunger in this city is a policy failure, not a poverty story, and the difference matters because a poverty story asks for charity while a policy failure asks for a fix. An error rate sitting inside a state budget formula is about as far from a food pantry shelf as this subject ever gets, and it is exactly the kind of story I think this project exists to tell, because by the time a caseload number shows up as a longer line somewhere, the decision that caused it was made a long time earlier, in a room with no cameras in it.

My work with the Feed Philly Coalition and my fellowship at the Economy League of Greater Philadelphia both keep pointing me back to the same fact. Philadelphia has roughly 312,000 residents who are food insecure, close to one in five of us, according to Feeding America’s Map the Meal Gap research. Every one of those 312,000 people is, statistically, a case inside somebody’s fraction right now. None of them asked to become a rounding error in a state budget formula, and none of them will ever see the formula that decides whether Pennsylvania chooses accuracy or eligibility to hit its number.

What I am actually watching for

So here is what I am going to do with this, and what I would ask you to do too. When Pennsylvania reports its next error rate, resist the urge to read only the headline figure. Ask what moved underneath it. If the caseload held steady and the error rate fell, that is the hard way, and it deserves the credit I gave it at the top of this piece. If the caseload shrank and the error rate happened to fall alongside it, that deserves a second look, because a fraction can tell a genuinely good story about its numerator while quietly hiding a much less flattering one about its denominator.

I do not have an answer yet for which way Pennsylvania is headed, and I do not think anyone outside the state agencies running the numbers does either. What I have is a fraction, a deadline in late 2027, and a research organization that already told every state what the cheap way out looks like. Watching the caseload number, not just the error rate, is the least any of us can do before that deadline arrives.