Evidence map›Paper›PMID 38886724›Full record

ArticleBMC public health2024

Identifying emerging hot spots of road traffic injury severity using spatiotemporal methods: longitudinal analyses on major roads in Ghana from 2005 to 2020.

Aldina Mesic, James Damsere-Derry, Caryl Feldacker, Stephen J Mooney, Adam Gyedu, Charles Mock, Angela Kitali, Bradley H Wagenaar, Daniel Hardy Wuaku, Martin Owusu Afram and 5 more

Abstract read
In one paragraph

Article in BMC 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. Frugal Innovations in Orthopaedics.Current reviews in musculoskeletal medicine · 2025
    Review
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.

Aldina MesicDepartment of Global Health, Hans Rosling Building, University of Washington, 3980 15th Avenue NE, Seattle, WA, USA. amesic@uw.edu.
James Damsere-DerryBuilding and Road Research Institute, Kumasi, Ghana.
Caryl FeldackerDepartment of Global Health, Hans Rosling Building, University of Washington, 3980 15th Avenue NE, Seattle, WA, USA.
Stephen J MooneyDepartment of Epidemiology, University of Washington, Seattle, WA, USA.
Adam GyeduDepartment of Surgery, School of Medicine and Dentistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
Charles MockDepartment of Global Health, Hans Rosling Building, University of Washington, 3980 15th Avenue NE, Seattle, WA, USA.
Angela KitaliCivil Engineering Program, University of Washington, Tacoma, Washington, USA.
Bradley H WagenaarDepartment of Global Health, Hans Rosling Building, University of Washington, 3980 15th Avenue NE, Seattle, WA, USA.
Daniel Hardy WuakuNational Road Safety Authority, Accra, Ghana.
Martin Owusu AframNational Road Safety Authority, Accra, Ghana.
Joshua LarleyBuilding and Road Research Institute, Kumasi, Ghana.
Irene OpokuBuilding and Road Research Institute, Kumasi, Ghana.
Ernest EkubanGhana Highway Authority, Accra, Ghana.
Maxwell Osei-AmpofoDepartment of Medicine, School of Medicine and Dentistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
Barclay StewartHarborview Injury Prevention and Research Center, Seattle, WA, USA.

Funding

NPGH LEADERs YR12: OBSSR (Greenberg, Ngwafong Mukere) & NIBIB (Lee)D43TW009345 · FIC · UNIVERSITY OF WASHINGTON · PI Dibyadyuti Datta, Chandy C. John · 2017 to 2026
$15.2M
FIC NIH HHS D43TW009345, D43TW007267, and R35-TW009345
6 · The paper itself

Abstract

backgroundAlthough road traffic injuries and deaths have decreased globally, there is substantial national and sub-national heterogeneity, particularly in low- and middle-income countries (LMICs). Ghana is one of few countries in Africa collecting comprehensive, spatially detailed data on motor vehicle collisions (MVCs). This data is a critical step towards improving roadway safety, as accurate and reliable information is essential for devising targeted countermeasures.

methodsHere, we analyze 16 years of police-report data using emerging hot spot analysis in ArcGIS to identify hot spots with trends of increasing injury severity (a weighted composite measure of MVCs, minor injuries, severe injuries, and deaths), and counts of injuries, severe injuries, and deaths along major roads in urban and rural areas of Ghana.

resultsWe find injury severity index sums and minor injury counts are significantly decreasing over time in Ghana while severe injury and death counts are not, indicating the latter should be the focus for road safety efforts. We identify new, consecutive, intensifying, and persistent hot spots on 2.65% of urban roads and 4.37% of rural roads. Hot spots are intensifying in terms of severity and frequency on major roads in rural areas.

conclusionsA few key road sections, particularly in rural areas, show elevated levels of road traffic injury severity, warranting targeted interventions. Our method for evaluating spatiotemporal trends in MVC, road traffic injuries, and deaths in a LMIC includes sufficient detail for replication and adaptation in other countries, which is useful for targeting countermeasures and tracking progress.

Indexed as

Accidents, TrafficSpatio-Temporal AnalysisWounds and InjuriesGhanaHumansLongitudinal StudiesTrauma Severity IndicesGISInjury preventionRoad traffic injurySpatial epidemiology

Identifiers

PMID38886724
PMCPMC11181649

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.