Evidence map›Paper›PMID 42422862›Full record

ArticleAtmospheric pollution research2026

Trends in New York State Light-Duty Vehicle Fleet Composition: Emission Standards and Engine Technology (2013-2025).

Fariha Hoque Rimu, David Q Rich, Gavin M Lemley, Philip K Hopke

Abstract read
In one paragraph

Article in Atmospheric pollution research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Fariha Hoque RimuDepartment of Public Health Sciences, University of Rochester Medical Center, 265 Crittenden Boulevard CU420644, Rochester, NY 14642 USA.
David Q RichDepartment of Public Health Sciences, University of Rochester Medical Center, 265 Crittenden Boulevard CU420644, Rochester, NY 14642 USA.
Gavin M LemleyDivision of Air Resources, New York State Department of Environmental Conservation, 625 Broadway, Albany, NY 12233-3255.
Philip K HopkeDepartment of Public Health Sciences, University of Rochester Medical Center, 265 Crittenden Boulevard CU420644, Rochester, NY 14642 USA.

Funding

VISUAL INDICES OF NEUROTOXICITYP30ES001247 · NIEHS · UNIVERSITY OF ROCHESTER · PI Sally W Thurston · 1985 to 2026
$42.8M
NIEHS NIH HHS P30 ES001247
6 · The paper itself

Abstract

The United States Environmental Protection Agency (USEPA) established regulatory frameworks (Pre-Tier 2, Tier 2, and Tier 3) to address vehicle emissions. Simultaneously, a technological shift from port fuel injection (PFI) to gasoline direct injection (GDI) engines (began in 2007), has been underway. GDI has greater fuel efficiency, but potentially produces more secondary organic aerosol (SOA) under Tier 2 emissions than Tier 3. This study examined light-duty vehicle fleet transitions in New York State from 2013-2025, specifically the shift between engine technology and fleet turnover across emission tiers. Registration data from the New York State Department of Motor Vehicles were analyzed and vehicles classified into Pre-Tier 2, Tier 2, and Tier 3 based on Model Year, Vehicle Identification Number (VIN), and regulatory phase-in schedules. Manufacturer-reported statistics and VIN were used to categorize vehicles. New vehicles sold after 2007 had to meet Tier 2 standards, but only 53% of the total fleet were Tier 2 vehicles in 2013 suggesting lag time in fleet-wide penetration. Similarly, penetration of Tier 3 vehicles (introduced in 2017) was slower than expected. By 2025 only 36% of the fleet consisted of Tier 3 vehicles, and ~6% were plug-in electric or hybrid vehicles. Meanwhile, GDI technology adoption increased rapidly and grew from 5% in 2013 to 36% in 2025. The slow fleet turnover highlights substantial lag between regulatory implementation and fleet composition changes. This lag resulted in continuing higher emissions and SOA formation indicating that air quality benefits from Tier 3 implementation will take longer to be realized.

Indexed as

air quality policyengine technologyFleet compositionUSEPA emission standards

Identifiers

PMID42422862
PMCPMC13345421

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.