pollution from the exhaust of cars in the city in the winter. Sm

(Credit: © Nady - stock.adobe.com)

In a Nutshell

  • Correcting three technical errors in the EPA’s own analysis flips its claimed $600 to $790 billion benefit from killing the standards into a net financial loss.
  • The EPA assumed car buyers only care about the first two and a half years of gas savings when shopping for a vehicle, an assumption that does not match decades of research on how people actually behave.
  • The analysis also counted people driving less because gas got more expensive as pure savings, without subtracting the value of the trips people gave up taking.

Buying a car usually comes down to a simple trade-off: pay more upfront for a fuel-efficient model, or pay less now and more at the pump later. That everyday calculation sits at the heart of a major fight over America’s vehicle pollution rules, and according to ten economists who reviewed the federal government’s own numbers, the math being used to justify tearing down those rules does not add up.

In April 2026, the Donald Trump administration’s rollback took effect that eliminated the EPA’s greenhouse gas standards for vehicles, rules meant to limit pollution that warms the planet. The agency’s official analysis claims this move is a win for the country, generating somewhere between $600 billion and $790 billion in net benefits. That figure comes from an assumption that car buyers barely care about saving money on gas beyond the first two and a half years of ownership, so the EPA counted only a sliver of the fuel savings that stricter standards would have delivered.

Ten economists from universities including Yale, MIT, UC Berkeley, and the University of Pennsylvania took that same approach, corrected several specific errors and inconsistencies, and reached the opposite conclusion. Writing in the journal Science, they argue that fixing the government’s own math turns the claimed windfall into a net loss, and that’s before even counting the pollution and health benefits that got zeroed out of the analysis entirely.

Why EPA Car Pollution Rules Keep Flip-Flopping

Vehicle pollution and fuel economy rules have lurched back and forth for over two decades. Standards tightened modestly under President George Bush, sped up under President Barack Obama, got rolled back under President Trump’s first administration, then came back and got stricter again under President Joe Biden. The second Trump administration went further than any before it, wiping out the EPA’s greenhouse gas standards for cars altogether. Each swing has come wrapped in a formal cost-benefit analysis, as federal rules require. Yet the economists argue these wildly different conclusions are not the product of new evidence emerging over time. They stem largely from inconsistent assumptions and selective readings of the same research across administrations.

How Economists Checked the EPA’s Math

Rather than running a new experiment, the ten authors built a model for how car buyers value fuel savings and applied it directly to the EPA’s 2026 analysis and the prior 2024 analysis that supported keeping stricter rules. Their model says every dollar in fuel savings from a more efficient vehicle has to be explained by three factors that must add up to the full dollar: how much buyers are actually willing to pay for efficiency, how much they undervalue future savings due to inattention or short-term thinking, and how much gets lost because efficient designs sometimes come with trade-offs, like less cargo space or a smaller battery range.

Both the 2024 and 2026 EPA analyses agreed that buyers only value about 21 to 25 cents of every dollar in future fuel savings. But the two analyses split up the missing 75 to 79 cents in opposite ways. The 2024 analysis blamed the entire gap on drivers simply not paying attention to future gas costs. The 2026 analysis blamed the entire gap on hidden design trade-offs instead, assuming zero undervaluation. Neither extreme matches the existing research the economists reviewed, which points to undervaluation making up roughly 54 to 62 cents of that gap, with hidden trade-offs accounting for a much smaller 17 to 31 cents.

Infographic comparing EPA’s fuel-savings assumptions with economists’ estimate: EPA uses 21% buyer value, 79% missing costs, and 0% inattention.
Infographic by StudyFinds

What Fixing the EPA’s Math Reveals About Car Pollution Rules

Plugging in a more accurate split of those numbers, rather than either extreme, adds hundreds of billions of dollars back into the cost side of the ledger. On top of that, the economists identified an accounting mistake involving driving habits. The EPA’s analysis treated people driving less, because operating a car got more expensive, as a straightforward savings of roughly $234 billion, covering less spending on gas, maintenance, and repairs. But basic economic logic says people take trips because those trips are worth at least as much to them as what they pay for them. Losing the ability to take those trips is a cost, not a bonus, and the analysis never subtracted it.

A third problem involves how technology costs were calculated. The EPA priced out fuel-saving technology assuming it wouldn’t change anything else about a car, then separately assumed drivers suffer high hidden costs because the same technology does change other things about the car. Those two assumptions contradict each other, and untangling them further reduces the supposed benefit of scrapping the rules by hundreds of billions more.

Adding these three corrections together, the economists calculate a swing of roughly $1.5 trillion against the case for eliminating the standards, using the EPA’s own model as the starting point. That’s before accounting for $1.8 trillion in pollution benefits that the 2024 analysis attributed to keeping the standards and that the 2026 analysis dropped without replacement.

Economists also flagged smaller issues that weren’t the main focus but still matter. The 2026 rule leans on a low gasoline price forecast without giving equal weight to a high price scenario, even though current gas prices already run above the government’s own middle estimate. Both the 2024 and 2026 analyses also skip over potential costs and possible benefits tied to the electric grid as more electric vehicles hit the road.

A Different Way to Fix Car Pollution Rules

Rather than just critiquing the current approach, the economists point to alternatives that could sidestep some of these fights altogether. Taxes based on how much fuel a vehicle burns, or “feebate” systems that charge less efficient vehicles while rebating more efficient ones, make costs visible and predictable in a way that current fuel economy standards do not. Fuel or mileage taxes go further, since they affect both which car someone buys and how much they choose to drive, and they hit the entire existing fleet of vehicles right away rather than taking decades to filter through as older cars get replaced.

Whichever direction future policy takes, the economists make clear that the debate over the 2026 rollback isn’t really about a lack of evidence. It’s about which administration gets to decide, often without explanation, how to fill in the blanks between what buyers say they want and what the research actually shows. Correcting those blanks using the government’s own numbers erases the financial case for the rollback, a gap that could matter if the rule is challenged in court.

Paper Notes

Limitations

This piece is a policy analysis rather than a new data-collection study. The authors built their case by reviewing existing academic research on how consumers value fuel savings and by re-running the EPA’s cost-benefit framework with corrected assumptions, rather than conducting new experiments or surveys. They note that the exact size of the driving reduction tied to more expensive vehicle operation is still debated in the broader research literature, and they chose not to weigh in on that specific number, focusing instead on the logic of how it should be counted in the cost-benefit analysis.

Funding and Disclosures

One author, Kenneth T. Gillingham, has served as an expert witness for the California Air Resources Board on fuel efficiency regulation issues and has consulted for the Toyota Research Institute and the Center for Applied Environmental Law and Policy. Another author, David S. Rapson, has served as a compensated expert witness in energy-related matters through an economic consulting firm; the paper states the entities involved did not sponsor the research and that his expert-witness work had no role in the analysis or conclusions. All other authors declared no competing interests.

Publication Details

Paper Title: “Correcting the logic behind the 2026 US vehicle emissions standard rollback”

Authors: Antonio M. Bento, Kenneth T. Gillingham, Mark R. Jacobsen, Christopher R. Knittel, Benjamin Leard, Joshua Linn, David S. Rapson, James M. Sallee, Arthur A. van Benthem, and Kate S. Whitefoot

Journal: Science, volume 393, page 869, on August 27, 2026.

DOI: 10.1126/science.aef0464

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