Evidence map›Paper›PMID 42611860›Full record

ArticlePloS one2026

Differences in traffic safety behaviours between male and female drivers across road categories in a developing country: A case study.

Mirjana Grdinić-Rakonjac, Vladimir Pajković

Abstract read
In one paragraph

Article in PloS one, 2026. 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

2 authors.

Mirjana Grdinić-RakonjacDepartment of Road Traffic, Faculty of Mechanical Engineering, University of Montenegro, Podgorica, Montenegro.ORCID https://orcid.org/0000-0003-3497-7744
Vladimir PajkovićDepartment of Road Traffic, Faculty of Mechanical Engineering, University of Montenegro, Podgorica, Montenegro.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Rising traffic crash rates present a significant public health challenge, particularly in developing countries where fatality rates are disproportionately high. Sex and road type are critical but underexplored factors influencing risky driving behaviours. This study aims to investigate sex-specific driving behaviours across various road types, providing insights into how males and females differ in their driving habits. Speeding, driving under the influence of alcohol, seatbelt usage and mobile phone use while driving are risky behaviours selected for analysis. Data were collected through a survey of 1309 licensed drivers. Statistical tools, namely Student's t-test and ordinal logistic regression analysis, were used to determine gender differences while controlling for age and driving experience. Findings indicate that male drivers were generally more prone to risky behaviours such as speeding and driving under the influence of alcohol. Female drivers reported significantly higher rates (as confirmed by both the t-test (p = 0.007) and regression analysis (p = 0.029)) of extreme speeding (exceeding the speed limit by more than 30 km/h) on high-speed roads. They also demonstrated greater vigilance in ensuring the safety of themselves and their passengers by wearing seatbelts on regional (p = 0.003) and urban roads (p = 0.001). Despite previous research suggesting lower awareness of alcohol-impaired driving risks in developing countries, the findings from this study indicate that the majority of drivers exhibit a higher level of risk awareness than typically expected in such contexts. Additionally, while prior studies have shown that men are more prone to distractions, this study finds that both genders exhibit similar tendencies toward texting and using social media while driving. Findings reveal that risky behaviours are dependent on gender and context, with some results diverging from patterns established in developed countries. Tailored interventions are needed targeting men in urban areas and awareness campaigns addressing excessive speeding among women on high-speed roads.

Indexed as

Accidents, TrafficAutomobile DrivingSafetyAdolescentAdultDeveloping CountriesDriving Under the InfluenceFemaleHumansMaleMiddle AgedRisk-TakingSeat BeltsSex FactorsYoung Adult

Identifiers

PMID42611860
PMCPMC13484969

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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.