Evidence map›Paper›PMID 40601860›Full record

ArticleTraffic injury prevention2025

Head acceleration events in stock car auto racing: motivating and assessing track changes.

Zoie R Mink, Sophia R Zoch, Logan E Miller, N Stewart Pritchard, Garrett S Bullock, Matthew G Harper, Jillian E Urban, John P Patalak, Joel D Stitzel

Abstract read
In one paragraph

Article in Traffic injury prevention, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Zoie R MinkDepartment of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.ORCID 0000-0001-8585-9436
Sophia R ZochDepartment of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.ORCID 0009-0003-3891-7156
Logan E MillerDepartment of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.ORCID 0000-0002-6348-7536
N Stewart PritchardDepartment of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.ORCID 0000-0003-2603-0841
Garrett S BullockDepartment of Orthopaedic Surgery, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.ORCID 0000-0003-0236-9015
Matthew G HarperNational Association for Stock Car Auto Racing, LLC, Daytona Beach, Florida, USA.
Jillian E UrbanDepartment of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.ORCID 0000-0002-7348-9244
John P PatalakNational Association for Stock Car Auto Racing, LLC, Daytona Beach, Florida, USA.ORCID 0000-0003-2450-1259
Joel D StitzelDepartment of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.ORCID 0000-0001-9762-3033

Funding

Characterizing Head Impact Exposure, Tissue-level Brain Response, and Clinical Outcomes in Grassroots Dirt Track RacingF31NS139624 · NINDS · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI ZOCH, SOPHIA RUTH · 2024 to 2024
$49k
NINDS NIH HHS F31 NS139624
6 · The paper itself

Abstract

objectiveBetween the 2023 and 2024 NASCAR racing seasons, a track configuration change to a section of the Watkins Glen International track, known as the bus stop, was made in response to head acceleration data measured in the 2023 season. The objective of this study was to evaluate the effect of this change on head acceleration events (HAEs) among drivers.

methodsMouthpiece (MP) sensor data was collected and analyzed from eight NASCAR Cup Series drivers in 2023 and 2024 at the Watkins Glen race. Each MP was tightly coupled to the upper dentition and collected linear and rotational head kinematics using a 4 g single-axis trigger threshold. All HAEs were visually verified as racing events (i.e., during the race, not associated with a crash). HAEs associated with the bus stop were identified using timing and scoring data and analyzed. Peak linear acceleration (PLA), rotational acceleration (PRA), and rotational velocity (PRV) were calculated for each HAE. The number of HAEs and HAEs per lap were calculated for each driver-race. Linear mixed effects models and Poisson models were used to determine significant changes year to year. Mixed effects models were used to evaluate the relationship between head surround gap and kinematic metrics.

resultsOverall, there were 693 HAEs in 2023; and 333 HAEs in 2024 across the eight drivers. Track changes to the bus stop from 2023 to 2024 reduced the mean events/lap by ∼53% (0.96 to 0.45, respectively). Mean resultant PLA, PRA, and PRV decreased by 6%, 27%, and 10%, respectively. Across individual drivers, decreases in event rate ranged from 25% to 98% for drivers instrumented in both seasons. Individually, mean PLA decreased by as much as 20%, PRA as much as 41%, and PRV as much as 25%.

conclusionsDrivers were exposed to a substantially lower HAE rate and significantly lower magnitude HAEs at the bus stop in 2024 compared to 2023. This shows that the track change between 2023 and 2024 in the Watkins Glen bus stop reduced driver head acceleration exposure. This work demonstrates the value of biomechanics data to motivate changes in track configuration and improve driver safety based on biomechanics.

Indexed as

AccelerationAccidents, TrafficAutomobile DrivingHeadAdultBiomechanical PhenomenaHumansMalechicaneshead accelerationMotorsportsmouthpiece sensorstock car racingtrack change

Identifiers

PMID40601860
PMCPMC12233202

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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.