Evidence map›Paper›PMID 41729303›Full record

ArticleEuropean journal of trauma and emergency surgery : official publication of the European Trauma Society2026

Trends and disparities in cyclist injury metrics across world bank income groups: a comprehensive analysis of orthopaedic trauma epidemiology from the Global Burden of Disease study (1990-2021).

Cameron J Sabet, Kwabena Boahen Asare, Britney Shaw, Bara M Hammadeh, William Postma

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Article in European journal of trauma and emergency surgery : official publication of the European Trauma Society, 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

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5 authors.

Cameron J Sabet *Georgetown University Medical Center, Washington, DC, USA.ORCID http://orcid.org/0000-0003-2299-1426
Kwabena Boahen Asare *Dartmouth College, Hanover, NH, USA.ORCID http://orcid.org/0009-0001-2429-3691
Britney ShawGeorgetown University Medical Center, Washington, DC, USA.ORCID http://orcid.org/0009-0005-5071-716X
Bara M HammadehAl-Balqa' Applied University, Salt, Jordan. Barahammadeh2005@gmail.com.
William PostmaGeorgetown University Medical Center, Washington, DC, USA.ORCID http://orcid.org/0000-0002-6413-605X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThis study examines global trends and disparities in cyclist injury metrics across World Bank income groups using data from the Global Burden of Disease (GBD) study from 1990 to 2021. Cyclist injuries contribute significantly to global health burdens, with marked disparities influenced by economic and demographic factors.

methodsUtilizing the GBD database, this analysis investigates Disability-Adjusted Life Years (DALYs), mortality, and injury incidence rates among cyclists, stratified by income group and gender. Statistical analyses, including ANOVA and post hoc tests, were conducted to assess significant differences across groups.

resultsMales consistently exhibited higher DALYs, mortality, and injury incidence rates than females across all income groups. Economic disparities were evident: lower-income groups experienced higher mortality and DALY rates but lower injury incidence than wealthier groups. In 2021, upper middle-income males recorded the highest DALYs (~ 90 per 100,000), while lower-income males had persistently high mortality rates. High-income groups showed significant declines in all metrics over the study period, reflecting improved safety measures and healthcare access. ANOVA results confirmed statistically significant differences across income and gender categories, with effect sizes indicating moderate but meaningful disparities.

conclusionsThe study reveals major inequalities in road safety, healthcare access, and injury outcomes. Cyclists in low-income regions face higher risks due to poor infrastructure and limited trauma care. Greater global investment in cycling safety, equitable resource distribution, and gender-specific initiatives are needed. This first global analysis by income group offers actionable insights to reduce disparities and improve cyclist safety worldwide.

Indexed as

Accidents, TrafficBicyclingIncomeWounds and InjuriesAdultDisability-Adjusted Life YearsFemaleGlobal Burden of DiseaseGlobal HealthHumansIncidenceMaleSocioeconomic Disparities in HealthBicycling injuries fracturesBone orthopedic traumaDisability-adjusted life yearsInjuries epidemiologyWounds

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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.