Evidence map›Paper›PMID 41020138›Full record

ArticleEnvironmental and occupational health practice2025

Effects of in-car CO2 concentration on driving: a preliminary study with taxi drivers.

Kan Shimazaki, Yo Ishigaki, Kazunori Hayashi, Koji Fujita

Abstract read
In one paragraph

Article in Environmental and occupational health practice, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

4 authors.

Kan ShimazakiFaculty of Biology-oriented Science and Technology, Kindai University, Wakayama, Japan.ORCID https://orcid.org/0000-0002-7726-7390
Yo IshigakiResearch Center for Realizing Sustainable Societies, The University of Electro-Communications, Tokyo, Japan.ORCID https://orcid.org/0000-0001-7284-0381
Kazunori HayashiFaculty of Biology-oriented Science and Technology, Kindai University, Wakayama, Japan.ORCID https://orcid.org/0009-0002-2977-8353
Koji FujitaFaculty of Biology-oriented Science and Technology, Kindai University, Wakayama, Japan.ORCID https://orcid.org/0000-0002-2922-3756

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: To evaluate the effects of carbon dioxide (CO2) concentrations in automobiles on driving performance. Methods: A driving simulator experiment was conducted with eight taxi drivers. The experiment was conducted under low CO2 concentration (<500 ppm) and high CO2 concentration (5,000 ppm) conditions. To evaluate driving performance and cognitive function, three measures were employed: a two-back task, an LED response task, and a driving assessment. The driving assessment used scoring criteria from the driving license proficiency test. Results: Poisson regression analysis showed that wobble (p=0.044), signal failure (p=0.045), contact (p=0.003), and wheel departure (p=0.005) were significantly increased under high CO2 concentration conditions. Generalized linear mixed model (GLMM) analysis showed that reaction time in the LED response task was significantly reduced under high CO2 concentration conditions (p<0.001). On the other hand, the GLMM analysis of the two-back task showed no significant effect of CO2 concentration (incorrect response rate: p=0.733, non-response rate: p=0.485). Conclusions: These results suggest that elevated CO2 concentrations may have a negative impact on driving behavior, especially skill-based driving behavior. On the other hand, the effects on cognitive tasks requiring working memory were limited. The results of this study suggest that managing CO2 concentration in vehicles is important for maintaining safe driving and raise the need for specific measures, such as the development of systems for measuring, predicting, and controlling CO2 concentration in vehicles, and the implementation of driver education programs.

Indexed as

carbon dioxidecognitive functiondriving performancedriving simulatorin-car air quality

Identifiers

PMID41020138
PMCPMC12461243

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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.