Evidence map›Paper›PMID 42919203›Full record

ArticleBMC public health2026

Socioeconomic status and demographic factors influencing pedestrian safety behaviors: baseline results from the Persian traffic cohort.

Amirmohammad Azizzadeh, Elham Davtalab Esmaeili, Mina Golestani, Leila Vahedi, Homayoun Sadeghi-Bazargani

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Article in BMC public health, 2026. 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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5 · Who and what money

Authors and funding

5 authors.

Amirmohammad AzizzadehStudent Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran.ORCID http://orcid.org/0000-0002-7030-9535
Elham Davtalab EsmaeiliResearch Center of Psychiatry and Behavioral Sciences, Tabriz University of Medical Sciences, Tabriz, Iran.
Mina GolestaniRoad Traffic Injury Research Center, Tabriz University of Medical Sciences, Tabriz, Iran. mgolestani8958@gmail.com.
Leila VahediRoad Traffic Injury Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
Homayoun Sadeghi-BazarganiRoad Traffic Injury Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.

Funding

Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran 70363
6 · The paper itself

Abstract

objectivePedestrian safety remains a vital public health issue, with pedestrians representing a disproportionate share of traffic-related injuries. While socioeconomic status (SES) is a recognized health determinant, its connection to pedestrian behavior has been relatively understudied. This study explores how SES and demographic factors influence pedestrian behaviors in Tabriz, a busy urban area in northwest Iran.

methodsA cross-sectional, population-based study was carried out using data from 1,442 participants in the Persian Traffic Cohort. Participants aged 14 and above from Tabriz's second municipal district were randomly sampled during summer 2019. The study employed the Pedestrian Behavior Questionnaire and SESIran to evaluate safety behaviors (such as traffic violations, distractions, rule-following, positive actions, and aggression) and socioeconomic status. Linear regression analyses, controlling for potential confounders, identified factors associated with pedestrian behaviors, with statistical processing done using STATA v17.

resultsHigher levels of education consistently correlated with safer pedestrian habits across all behavior categories. Younger individuals were more prone to risky behaviors like frequent traffic violations, distractions, and aggression, while older adults tended to act more safely. Female pedestrians adhered more closely to traffic rules and were less distracted than males. Walking for 60-120 min daily was linked to increased violations and overall riskier behavior compared to walking under 30 min. Greater SES was associated with more positive behaviors and better rule compliance. The association between SES and behaviors appeared to be largely accounted for by variables such as education level, age, and walking duration.

conclusionThe study recommends targeted interventions for groups at higher risk, such as young people and those with lower education, through educational campaigns and infrastructural improvements. Tackling SES-related disparities could enhance pedestrian safety, decrease injuries, and foster fairer road safety practices in urban Iran.

Indexed as

PedestriansSafetySocial ClassAccidents, TrafficAdolescentAdultAgedCross-Sectional StudiesFemaleHumansIranMaleMiddle AgedRisk-TakingWalkingYoung AdultEpidemiologyPedestrian behaviorPersian Traffic CohortTraffic Accidents

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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.