Association between road safety habits and risky health behaviours in Latvian adult population
DOI: 10.1051/shsconf/202213101003
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Summary
This study investigates the association between road safety habits and risky health behaviors within the adult population of Latvia. Motivated by Latvia’s high road traffic fatality rate compared to other European Union member states and the global burden of road traffic injuries, the research aims to determine if specific health-related risk factors—smoking, excessive alcohol consumption, and lack of regular health check-ups—are linked to seat belt usage. The authors posit that understanding these associations is crucial for developing effective interventions to reduce road traffic fatalities and injuries. The researchers analyzed data from the "Health Behaviour among the Latvian Adult Population" study, utilizing five consecutive surveys conducted between 2010 and 2018. The sample consisted of 10,731 respondents aged 15–74, selected through multi-stage random stratified sampling to ensure representation across major socio-demographic groups. Seat belt use in both front and rear vehicle seats served as the dependent variables. Risky health behaviors were defined as daily smoking, excessive alcohol consumption (at least six units in a single setting in the past month), and not visiting a family doctor in the previous year. Data analysis included descriptive statistics, Pearson’s chi-square tests, and multivariate logistic regression adjusted for gender, age, and education levels. The results indicate that while front-seat seat belt usage increased slightly from 93.5% to 95.6% between 2010 and 2018, rear-seat usage remained low, rising only from 52.4% to 56.3%. During the study period, 30.8% of respondents were daily smokers, 14.8% engaged in excessive alcohol consumption, and 25.9% had not visited a family doctor in the last year. Multivariate regression analysis revealed significant associations between risky health behaviors and lower odds of seat belt use. Specifically, respondents without excessive alcohol consumption had 2.1 times higher odds of using seat belts in both front and rear seats compared to those with risky drinking habits. Non-smokers had 1.5–1.8 times higher odds of seat belt use than daily smokers. Additionally, individuals who visited their family doctor in the past year had 1.2–1.3 times higher odds of using seat belts compared to those who did not. These associations held true after adjusting for demographic and socio-economic factors. The study concludes that risky health behaviors are independent factors associated with poorer road safety habits. The findings suggest that individuals who engage in smoking, excessive drinking, or neglect preventive healthcare are significantly less likely to use seat belts. The authors imply that public health interventions should not be siloed; rather, strategies to improve road safety should be integrated with broader health promotion efforts. They recommend combining public campaigns and enforcement with educational programs targeting critical groups, such as smokers and excessive drinkers. Furthermore, the study highlights the potential for primary healthcare providers to play a role in promoting traffic safety, suggesting that educating health professionals on traffic-related behaviors could contribute to long-term reductions in injury and death.
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| Stage | Outcome | Tool | Model | Prompt | Attempts | Completed |
|---|---|---|---|---|---|---|
| discover | success | Crossref | — | — | 1 | 2026-06-18 |
| archive | success | canonical_url | — | — | 1 | 2026-06-25 |
| extract | success | cached | — | — | 2 | 2026-06-26 |
| clean | success | clean | — | — | 1 | 2026-06-18 |
| chunk | success | chunk | — | — | 1 | 2026-06-18 |
| embed | success | embed | Qwen/Qwen3-Embedding-8B | — | 1 | 2026-06-18 |
| promote | success | — | — | — | 1 | 2026-06-18 |
| summarize | success | llm | qwen3.6-27b-prismaquant | summ-v5 | 1 | 2026-06-26 |
| tag | success | vector_similarity | — | — | 6 | 2026-06-18 |
| verify | success | — | — | — | 1 | 2026-06-26 |
Summary generated by qwen3.6-27b-prismaquant on 2026-06-26; verification: verified.
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- Empirical Findings: observational prevalence