Evidence map›Paper›PMID 36723997›Full record

ArticleJMIR research protocols2023

Estimating the Burden of Disability From Road Traffic Injuries in 5 Low- and Middle-Income Countries: Protocol for a Prospective Observational Study.

Mohammad K Khalaf, Heather E Rosen, Sudeshna Mitra, Kazuyuki Neki, Leah Watetu Mbugua, Adnan A Hyder, Nino Paichadze

Open access · goldAbstract read
In one paragraph

Article in JMIR research protocols, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
4.9field-weighted citation impact, top 5% of its field
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

7 citing papers in PubMed, 14 citations in OpenAlex.

  1. Observational
  2. Promoting health and safety in public transportation: A call to action for sub-Saharan Africa.African journal of primary health care & family medicine · 2025
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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

7 authors at 2 institutions in 1 country.

Mohammad K Khalaf *Department of Global Health, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States.ORCID https://orcid.org/0000-0002-0160-4864
Heather E RosenDepartment of Global Health, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States.ORCID https://orcid.org/0000-0002-5581-6213
Sudeshna MitraGlobal Road Safety Facility, World Bank, Washington, DC, United States.ORCID https://orcid.org/0000-0002-5912-3086
Kazuyuki NekiGlobal Road Safety Facility, World Bank, Washington, DC, United States.ORCID https://orcid.org/0000-0003-4781-0978
Leah Watetu MbuguaGlobal Road Safety Facility, World Bank, Washington, DC, United States.ORCID https://orcid.org/0000-0002-6643-2813
Adnan A HyderDepartment of Global Health, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States.ORCID https://orcid.org/0000-0002-7292-577X
Nino PaichadzeDepartment of Global Health, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States.ORCID https://orcid.org/0000-0002-8263-9881
Milken Institute · USWorld Bank · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRoad traffic injuries (RTIs) are a leading cause of death and unintentional injuries globally. They claim 1.35 million lives and produce up to 50 million injuries each year, causing a major drain on health systems. Despite this high burden, there is a lack of robust data on the long-term consequences of RTIs, specifically the level of disability experienced by many survivors and its impact on their everyday lives.

objectiveThis study aims to characterize RTIs, disability level, and related consequences affecting adult road traffic crash survivors in 5 low- and middle-income countries (LMICs). In addition, this study estimates the role of demographic and crash- and treatment-related factors in predicting adverse outcomes and disability as well as examining the disability level among patients with RTIs, likelihood of return to normal life, and the environmental factors that may influence these outcomes after discharge from the hospital.

methodsThis prospective observational study was conducted at selected hospitals in Bangladesh, Cambodia, Ethiopia, Mexico, and Zambia. The study sample included all adult patients with RTIs admitted to the hospital for at least 24 hours. Consecutive sampling was performed until the minimum required sample size of 400 was reached for each participating country. Data were collected from patients or their caregivers using a hospital-based surveillance tool administered at the participating sites as well as a telephone-based follow-up instrument administered 1, 3, and 6 months after discharge. Descriptive analysis and multivariate models will be used to estimate the contribution of a range of factors in predicting adverse outcomes, disability, and return to normal life.

resultsEnrollment began in June 2021 and was completed in April 2022. Follow-up data collection ended in September 2022. Data analysis is currently underway, with results expected for publication in mid-2023. Expected results include estimates of disability among patients with RTIs as well as identifying the predictors of adverse outcomes, disability, and the likelihood of return to normal life.

conclusionsResearch findings will help better understand the long-term burden of disability from RTIs in the 5 LMICs and the challenges facing survivors of road traffic crashes. They will be used to inform interventions aimed at improving the health care, social, physical, and policy conditions in LMICs that can facilitate recovery and rehabilitation for patients with RTIs, reduce the burden of disability, and enhance their participation in society. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/40985.

Indexed as

disabilitieslow- and middle-income countriesrehabilitation environmental factorsroad traffic crashesroad traffic injuriestrauma care

Identifiers

PMID36723997
PMCPMC9932872
OpenAlexW4318755597

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.