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Menon P, El Sadig M, Alfaki IA, Mohammed A, Alsakaf OAZ, Gamar R, Saeed SB, Grivna M. Not all quad bikers are the same: unsupervised cluster analysis identifying injury risk groups among quad bike riders in Dubai, UAE. BMJ PUBLIC HEALTH 2025; 3:e000866. [PMID: 40017951 PMCID: PMC11812856 DOI: 10.1136/bmjph-2023-000866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 12/09/2024] [Indexed: 03/01/2025]
Abstract
Objective Quad bike riders in Dubai (UAE) constitute a highly diverse group with varying driving skills and familiarity with the desert environment. In the absence of evidence on the quad bike riders in the region, we attempted to describe the most vulnerable risk groups using routinely collected injury data. This may hopefully inform the most effective injury prevention strategies for the region. Methods Four-year injury incident reports of 226 patients rescued by Dubai ambulance were grouped into three clusters using two-step cluster analysis in SPSS. Result The three clusters that emerged were 'Older Tourist-Expatriates' (n=86), 'Prompt Young Emiratis' (n=76) and 'Tightlipped Young Colliders' (n=60). Older tourists were more likely to ride during the daytime and sustained milder injuries due to rollover. Prompt Young Emirati riders who experienced severe head, neck and spine injuries from nighttime rollovers were more likely to call for an ambulance without delay. Tightlipped Young Colliders were very young riders who experienced quad bike collisions or did not report their crash history. One in five riders in Clusters 1 and 3 delayed calling the ambulance by more than 6 hours. Conclusion Young nationals with severe injuries due to night collisions and rollovers during winter would benefit from increased guardianship, vehicle modification and crowd control interventions. In addition, emergency first aid services for tourists and nationals should be allocated to the major quad biking desert locations in Dubai to relieve the burden on emergency ambulatory care services.
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Affiliation(s)
- Preetha Menon
- Institute of Public Health, United Arab Emirates University, Al Ain, UAE
| | - Mohamed El Sadig
- Institute of Public Health, United Arab Emirates University, Al Ain, UAE
| | - Ibrahim Abdalla Alfaki
- Department of Analytics in the Digital Era, United Arab Emirates University, Al Ain, UAE
| | - Ahmed Mohammed
- Medical and Technical Affairs Department, Dubai Corporation for Ambulance Services, Dubai, UAE
| | - Omar Ahmed Zain Alsakaf
- Medical and Technical Affairs Department, Dubai Corporation for Ambulance Services, Dubai, UAE
| | - Rashad Gamar
- Medical and Technical Affairs Department, Dubai Corporation for Ambulance Services, Dubai, UAE
| | - Saeeda Buti Saeed
- Medical and Technical Affairs Department, Dubai Corporation for Ambulance Services, Dubai, UAE
| | - Michal Grivna
- Institute of Public Health, United Arab Emirates University, Al Ain, UAE
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Jennissen CA, Karunatilaka SR, Iverson BJ, Spolsdoff DE, Wetjen KM, Vergara B, Landers SR, Hoogerwerf PJ. Rural adolescent attitudes and use of helmets while riding ATVs, motorcycles and dirt bikes. Inj Epidemiol 2024; 11:44. [PMID: 39237989 PMCID: PMC11375824 DOI: 10.1186/s40621-024-00532-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 08/20/2024] [Indexed: 09/07/2024] Open
Abstract
BACKGROUND Head injuries are the most common cause of death in some motorized vehicles for which helmet use can significantly decrease the risk. Our objective was to determine rural adolescents' attitudes regarding helmets and their use while riding ATVs, motorcycles and dirt bikes. METHODS A convenience sample of 2022 Iowa FFA (formerly Future Farmers of America) Leadership Conference attendees were surveyed. After compilation, data were imported into the statistical program, R ( https://www.R-project.org/ ). Descriptive statistics, contingency table, logistic regression and non-parametric alternatives to ANOVA analyses were performed. RESULTS 1331 adolescents (13-18 years) participated. One half lived on a farm, 21% lived in the country/not on a farm and 28% were from towns. Nearly two-thirds (65%) owned an ATV with 77% of all having ridden one in the past year. Farm residents had the highest ATV ownership (78%) and having ridden (80%) proportions, both p < 0.001. Overall, ownership and ridership for motorcycles (22% and 30%, respectively) and dirt bikes (29% and 39%, respectively) was significantly less than ATVs, all p < 0.001. Of ATV riders, those living on farms or in the country/not on a farm rode them more frequently than those from towns, p < 0.001. Higher percentages always/mostly wore helmets when riding dirt bikes (51%) and motorcycles (57%) relative to ATVs (21%), p < 0.001. Those from farms had lower proportions wearing helmets versus those living elsewhere for all vehicles. Helmet use importance ratings (1-10, 10 high) were not different for motorcycles (mean 8.6, median 10) and dirt bikes (mean 8.3, median 10), but much lower for ATVs (mean 6.1, median 6). Females, non-owners, and helmet law supporters all had higher helmet use importance ratings. Males, those from farms, and owners and riders of the vehicles all had lower proportions that supported helmet laws. Support for helmet laws was significantly lower for ATVs (30.7%) than dirt bikes (56.3%) or motorcycles (72.3%), both p < 0.001. Those whose families had strict ATV "No Helmet, No Riding" rules had much higher helmet use and helmet importance ratings. CONCLUSIONS Our study indicates that the safety culture surrounding helmet use is relatively poor among rural adolescents, especially on farms, and deserves targeted interventions.
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Affiliation(s)
- Charles A Jennissen
- Department of Emergency Medicine, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, 200 Hawkins Dr, Iowa City, IA, 52242, USA.
- Stead Family Department of Pediatrics, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA.
| | | | - Brianna J Iverson
- Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Devin E Spolsdoff
- Department of Emergency Medicine, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, 200 Hawkins Dr, Iowa City, IA, 52242, USA
| | - Kristel M Wetjen
- Division of Pediatric Surgery, Department of Surgery, University of Iowa Health Care, Iowa City, USA
| | - Brenda Vergara
- Injury Prevention and Community Outreach Program, University of Iowa Health Care Stead Family Children's Hospital, University of Iowa, Iowa City, IA, USA
| | - Shannon R Landers
- College of Osteopathic Medicine, Kansas City University, Kansas City, MO, USA
| | - Pam J Hoogerwerf
- Injury Prevention and Community Outreach Program, University of Iowa Health Care Stead Family Children's Hospital, University of Iowa, Iowa City, IA, USA
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Monson CD, Vakkalanka JP, Denning GM, Stange NR, Jennissen CA. The association between county ordinances allowing off-road vehicles on public roads and crash rates. Inj Epidemiol 2024; 11:32. [PMID: 39026345 PMCID: PMC11264724 DOI: 10.1186/s40621-024-00516-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 07/03/2024] [Indexed: 07/20/2024] Open
Abstract
BACKGROUND Legislative bodies across the country have increasingly allowed off-road vehicles (ORVs) including all-terrain vehicles (ATVs) and utility task vehicles (UTVs) on public roads, an environment for which they are not designed. In 2004, Iowa gave individual counties the discretion to pass ordinances allowing ORVs on public roadways. The objective of this study was to evaluate the relationship between the passage of ORV ordinances and ORV crash rates, especially on public roads. METHODS An Iowa ORV roadway ordinance database and an Iowa ORV crash database (2002-2018) for all 99 counties were compiled. Crashes for which county location could not be determined were excluded. Utilizing a zero-inflated Poisson model, correcting for background crash frequency trends and population, investigators compared the relative rates of crashes after ordinance passage to time points before ordinance implementation and to counties without such ordinances. Sub-analyses, including that focused on more recent years (2008-2018), were also performed. RESULTS Forty-five county ORV roadway ordinances went into effect between 2011 and 2018 and 2,347 crashes (69%) met inclusion criteria. Adjusted for year, there was a 58% greater ORV crash rate in counties after passing an ORV roadway ordinance (incidence rate ratio (IRR) 1.58, 95% CI 1.32-1.90). Roadway crashes (n = 834) increased 48% after ordinance passage (IRR 1.48, 95% CI 1.14-1.94). This roadway crash association remained statistically significant when analysis was limited to the years 2008-2018 (IRR 1.39, CI 1.06-1.83, n = 544); to ATV crashes only (IRR 1.70, CI 1.20-2.40, n = 683); and to ATV crashes excluding counties with UTV-only ordinances (IRR 1.74, CI 1.40-2.15, n = 2,011). CONCLUSIONS ORV roadway and total crashes increased significantly after implementation of county ordinances allowing ORVs on public roadways and when compared to counties without such ordinances. It is likely that these increased crashes have resulted in more injuries and possibly deaths. Results from this study may help inform policymakers as they consider legislation regarding ORV usage on public roads.
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Affiliation(s)
- Christopher D Monson
- Division of Critical Care, Department of Pediatrics, University of Rochester, 601 Elmwood Ave, Box 667, Rochester, NY, USA.
| | - J Priyanka Vakkalanka
- Department of Emergency Medicine, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
- Department of Epidemiology, College of Public Health, University of Iowa, 200 Hawkins Drive, Iowa City, IA, 52242, USA
| | - Gerene M Denning
- Department of Emergency Medicine, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Nicholas R Stange
- Saint Louis University School of Medicine, Saint Louis University, 1402 S Grand Blvd, St. Louis, MO, 63104, USA
| | - Charles A Jennissen
- Department of Emergency Medicine, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
- Stead Family Department of Pediatrics, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
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Georgeades C, Collings AT, Farazi M, Bergner C, Fallat ME, Minneci PC, Speck KE, Van Arendonk KJ, Deans KJ, Falcone RA, Foley DS, Fraser JD, Gadepalli SK, Keller MS, Kotagal M, Landman MP, Leys CM, Markel TA, Rubalcava NS, St Peter SD, Sato TT, Flynn-O'Brien KT. Relationship between the COVID-19 pandemic and structural inequalities within the pediatric trauma population. Inj Epidemiol 2023; 10:62. [PMID: 38017506 PMCID: PMC10683076 DOI: 10.1186/s40621-023-00475-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 11/22/2023] [Indexed: 11/30/2023] Open
Abstract
BACKGROUND The COVID-19 pandemic disrupted social, political, and economic life across the world, shining a light on the vulnerability of many communities. The objective of this study was to assess injury patterns before and after implementation of stay-at-home orders (SHOs) between White children and children of color and across varying levels of vulnerability based upon children's home residence. METHODS A multi-institutional retrospective study was conducted evaluating patients < 18 years with traumatic injuries. A "Control" cohort from an averaged March-September 2016-2019 time period was compared to patients injured after SHO initiation-September 2020 ("COVID" cohort). Interactions between race/ethnicity or social vulnerability index (SVI), a marker of neighborhood vulnerability and socioeconomic status, and the COVID-19 timeframe with regard to the outcomes of interest were assessed using likelihood ratio Chi-square tests. Differences in injury intent, type, and mechanism were then stratified and explored by race/ethnicity and SVI separately. RESULTS A total of 47,385 patients met study inclusion. Significant interactions existed between race/ethnicity and the COVID-19 SHO period for intent (p < 0.001) and mechanism of injury (p < 0.001). There was also significant interaction between SVI and the COVID-19 SHO period for mechanism of injury (p = 0.01). Children of color experienced a significant increase in intentional (COVID 16.4% vs. Control 13.7%, p = 0.03) and firearm (COVID 9.0% vs. Control 5.2%, p < 0.001) injuries, but no change was seen among White children. Children from the most vulnerable neighborhoods suffered an increase in firearm injuries (COVID 11.1% vs. Control 6.1%, p = 0.001) with children from the least vulnerable neighborhoods having no change. All-terrain vehicle (ATV) and bicycle crashes increased for children of color (COVID 2.0% vs. Control 1.1%, p = 0.04 for ATV; COVID 6.7% vs. Control 4.8%, p = 0.02 for bicycle) and White children (COVID 9.6% vs. Control 6.2%, p < 0.001 for ATV; COVID 8.8% vs. Control 5.8%, p < 0.001 for bicycle). CONCLUSIONS In contrast to White children and children from neighborhoods of lower vulnerability, children of color and children living in higher vulnerability neighborhoods experienced an increase in intentional and firearm-related injuries during the COVID-19 pandemic. Understanding inequities in trauma burden during times of stress is critical to directing resources and targeting intervention strategies.
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Affiliation(s)
- Christina Georgeades
- Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA.
- Division of Pediatric Surgery, Medical College of Wisconsin, Children's Corporate Center, Suite C320, 999 N 92Nd St, Milwaukee, WI, 53226, USA.
| | | | - Manzur Farazi
- Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
- Division of Pediatric Surgery, Medical College of Wisconsin, Children's Corporate Center, Suite C320, 999 N 92Nd St, Milwaukee, WI, 53226, USA
| | - Carisa Bergner
- Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
- Division of Pediatric Surgery, Medical College of Wisconsin, Children's Corporate Center, Suite C320, 999 N 92Nd St, Milwaukee, WI, 53226, USA
| | - Mary E Fallat
- Norton Children's Hospital, Louisville, KY, USA
- Hiram C. Polk Jr., Department of Surgery, University of Louisville, Louisville, KY, USA
| | - Peter C Minneci
- Center for Surgical Outcomes Research, Abigail Wexner Research Institute and Department of Surgery, Nationwide Children's Hospital, The Ohio State University College of Medicine, Columbus, OH, USA
| | - K Elizabeth Speck
- Division of Pediatric Surgery, Mott Children's Hospital, Ann Arbor, MI, USA
| | - Kyle J Van Arendonk
- Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
- Division of Pediatric Surgery, Medical College of Wisconsin, Children's Corporate Center, Suite C320, 999 N 92Nd St, Milwaukee, WI, 53226, USA
| | - Katherine J Deans
- Department of Surgery, Nemours Children's Health Delaware Valley, Wilmington, DE, USA
| | - Richard A Falcone
- Division of Pediatric General and Thoracic Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - David S Foley
- Norton Children's Hospital, Louisville, KY, USA
- Hiram C. Polk Jr., Department of Surgery, University of Louisville, Louisville, KY, USA
| | - Jason D Fraser
- Department of Surgery, Children's Mercy Hospital, Kansas City, MO, USA
| | - Samir K Gadepalli
- Division of Pediatric Surgery, Mott Children's Hospital, Ann Arbor, MI, USA
| | - Martin S Keller
- Division of Pediatric Surgery, Washington University School of Medicine, St Louis, MO, USA
| | - Meera Kotagal
- Division of Pediatric General and Thoracic Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | | | - Charles M Leys
- Division of Pediatric Surgery, Department of Surgery, University of Wisconsin, Madison, WI, USA
| | - Troy A Markel
- Department of Surgery, Indiana University, Indianapolis, IN, USA
| | - Nathan S Rubalcava
- Division of Pediatric Surgery, Mott Children's Hospital, Ann Arbor, MI, USA
| | - Shawn D St Peter
- Department of Surgery, Children's Mercy Hospital, Kansas City, MO, USA
| | - Thomas T Sato
- Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
- Division of Pediatric Surgery, Medical College of Wisconsin, Children's Corporate Center, Suite C320, 999 N 92Nd St, Milwaukee, WI, 53226, USA
| | - Katherine T Flynn-O'Brien
- Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
- Division of Pediatric Surgery, Medical College of Wisconsin, Children's Corporate Center, Suite C320, 999 N 92Nd St, Milwaukee, WI, 53226, USA
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Jennissen CA, Denning GM, Aitken ME, Hoffman B, Agran PF, Hirsh M, Johnston B, Kendi S, Lee LK, Monroe K, Schaechter J, Tenenbein M, Zonfrillo MR, Quinlan K, Haverkos LJ, Midgett JD, Miller B, Sinclair AWS, Stanwick R, Kozial B. American Academy of Pediatrics Recommendations for the Prevention of Pediatric ATV-Related Deaths and Injuries. Pediatrics 2022; 150:189563. [PMID: 36180616 DOI: 10.1542/peds.2022-059279] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Since all-terrain vehicles (ATVs) were introduced in the mid-1970s, regulatory agencies, injury prevention researchers, and pediatricians have documented their dangers to youth. Major risk factors, crash mechanisms, and injury patterns for children and adolescents have been well characterized. Despite this knowledge, preventing pediatric ATV-related deaths and injuries has proven difficult and has had limited success. This policy statement broadly summarizes key background information and provides detailed recommendations based on best practices. These recommendations are designed to provide all stakeholders with strategies that can be used to reduce the number of pediatric deaths and injuries resulting from youth riding on ATVs.
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Affiliation(s)
- Charles A Jennissen
- Departments of aPediatrics.,Emergency Medicine, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, Iowa
| | - Gerene M Denning
- Emergency Medicine, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, Iowa
| | - Mary E Aitken
- Department of Pediatrics, McGovern Medical School, University of Texas Health Sciences Center at Houston (UTHealth), Houston, Texas
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