Evidence map›Paper›PMID 38241424›Full record

ArticlePLOS global public health2024

Individual characteristics associated with road traffic collisions and healthcare seeking in low- and middle-income countries and territories.

Leila Ghalichi, Dina Goodman-Palmer, John Whitaker, Anne Abio, Michael Lowery Wilson, Lee Wallis, Bolormaa Norov, Krishna Kumar Aryal, Deborah Carvalho Malta, Till Bärnighausen and 5 more

Abstract read
In one paragraph

Article in PLOS global public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
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

15 authors.

Leila GhalichiInstitute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom.ORCID https://orcid.org/0000-0003-3690-2359
Dina Goodman-PalmerInstitute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom.
John WhitakerInstitute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom.ORCID https://orcid.org/0000-0001-5877-4496
Anne AbioInjury Epidemiology and Prevention Research Group, Turku Brain Injury Centre, Division of Clinical Neurosciences, Turku University Hospital and University of Turku, Turku, Finland.
Michael Lowery WilsonInjury Epidemiology and Prevention Research Group, Turku Brain Injury Centre, Division of Clinical Neurosciences, Turku University Hospital and University of Turku, Turku, Finland.
Lee WallisClinical Services and Systems, Integrated Health Services, World Health Organization, Geneva, Switzerland.
Bolormaa NorovDepartment of Nutrition and Food Safety, National Center for Public Health, Ulaanbaatar, Mongolia.
Krishna Kumar AryalBergen Centre for Ethics and Priority Setting, Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway.
Deborah Carvalho MaltaUniversidade Federal de Minas Gerais, Departamento de Enfermagem Materno Infantil e Saúde Pública, Belo Horizonte, MG, Brasil.ORCID https://orcid.org/0000-0002-8214-5734
Till BärnighausenInstitute of Global Health, Heidelberg University and University Hospital, Heidelberg, Germany.
Pascal GeldsetzerDivision of Primary Care and Population Health, Department of Medicine, Stanford University, Stanford, California, United States of America.
David FloodDepartment of Medicine, University of Michigan, Ann Arbor, Michigan, United States of America.
Sebastian VollmerDepartment of Economics and Centre for Modern Indian Studies, University of Göttingen, Göttingen, Germany.
Michaela TheilmannProfessorship of Behavioral Science for Disease Prevention and Health Care, Technical University of Munich, Munich, Germany.ORCID https://orcid.org/0000-0003-3413-232X
Justine DaviesInstitute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom.ORCID https://orcid.org/0000-0001-6834-1838

Funding

Implementation research for comprehensive cardiometabolic care in GuatemalaK23HL161271 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI David Clifford Flood · 2022 to 2026
$949k
NHLBI NIH HHS K23 HL161271World Health Organization 001
6 · The paper itself

Abstract

Incidence of road traffic collisions (RTCs), types of users involved, and healthcare requirement afterwards are essential information for efficient policy making. We analysed individual-level data from nationally representative surveys conducted in low- or middle-income countries (LMICs) between 2008-2019. We describe the weighted incidence of non-fatal RTC in the past 12 months, type of road user involved, and incidence of traffic injuries requiring medical attention. Multivariable logistic regressions were done to evaluate associated sociodemographic and economic characteristics, and alcohol use. Data were included from 90,790 individuals from 15 countries or territories. The non-fatal RTC incidence in participants aged 24-65 years was 5.2% (95% CI: 4.6-5.9), with significant differences dependent on country income status. Drivers, passengers, pedestrians and cyclists composed 37.2%, 40.3%, 11.3% and 11.2% of RTCs, respectively. The distribution of road user type varied with country income status, with divers increasing and cyclists decreasing with increasing country income status. Type of road users involved in RTCs also varied by the age and sex of the person involved, with a greater proportion of males than females involved as drivers, and a reverse pattern for pedestrians. In multivariable analysis, RTC incidence was associated with younger age, male sex, being single, and having achieved higher levels of education; there was no association with alcohol use. In a sensitivity analysis including respondents aged 18-64 years, results were similar, however, there was an association of RTC incidence with alcohol use. The incidence of injuries requiring medical attention was 1.8% (1.6-2.1). In multivariable analyses, requiring medical attention was associated with younger age, male sex, and higher wealth quintile. We found remarkable heterogeneity in RTC incidence, the type of road users involved, and the requirement for medical attention after injuries depending on country income status and socio-demographic characteristics. Targeted data-informed approaches are needed to prevent and manage RTCs.

Identifiers

PMID38241424
PMCPMC10798533

What OpenQuestion holds

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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.