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Thierry M, Khadka A, Uddin KB, Parkin J, Rahman AF, Joshi SK, Mytton JA. Replication of a local record keeping method for collecting road crash data in low resource settings: lessons from Bangladesh and Nepal. Inj Prev 2024:ip-2024-045279. [PMID: 38862212 DOI: 10.1136/ip-2024-045279] [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: 02/09/2024] [Accepted: 04/12/2024] [Indexed: 06/13/2024]
Abstract
BACKGROUND Police road crash and injury data in low-income and middle-income countries are known to under-report crashes, fatalities and injuries, especially for vulnerable road users. Local record keepers, who are members of the public, can be engaged to provide an additional source of crash and injury data. METHODS This paper compares the application of a local record keeper method to capture road crash and injury data in Bangladesh and Nepal, assesses the quality of the data collected and evaluates the replicability and value of the methodology using a framework developed to evaluate the impact of being a local record keeper. OUTCOME Application in research studies in both Bangladesh and Nepal found the local record keeper methodology provided high-quality and complete data compared with local police records. The methodology was flexible enough to adapt to project and context differences. The evaluation framework enabled the identification of the challenges and unexpected benefits realised in each study. This led to the development of an 11-step process for conducting road crash data collection using local record keepers, which is presented to facilitate replication in other settings. CONCLUSION Data collected by local record keepers are a flexible and replicable method to understand the strengths and limitations of existing police data, adding to the evidence base and informing local and national decision-making. The method may create additional benefits for data collectors and communities, help design and assess road safety interventions and support advocacy for improved routine police data.
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Mena J, Fandiño-Losada A, Gutiérrez MI. Effect of the non-application of the motorcycle male passenger restriction policy on the risk of homicides in Cali, Colombia. Inj Prev 2024:ip-2023-045068. [PMID: 38782558 DOI: 10.1136/ip-2023-045068] [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: 08/03/2023] [Accepted: 04/29/2024] [Indexed: 05/25/2024]
Abstract
BACKGROUND Restrictions of male passengers of motorcycles to prevent homicides is a long-standing policy in Cali, Colombia. For some periods of time, the policy was suspended and then put into action again. All these changes were never evaluated and there has been controversy due to the perception of citizens, specifically motorcycle users, that the law was properly implemented in some periods and poorly applied in others. Our aim was to examine the effect of the non-application of the motorcycle male passenger restriction policy on the risk of homicides in Cali, Colombia. METHODS Ecologic study conducted using an interrupted time series analysis. The main outcome was the aggregated daily counts of homicides. Secondary outcomes were the aggregated daily counts of homicides using a motorcycle and using motorcycle and firearm. Incidence rate ratios (IRR) were obtained by comparing periods of policy implementation with periods of lack of implementation in autoregressive negative binomial regression models. RESULTS There was an increased risk of homicides when the policy was not implemented (IRR=1.12; 1.05-1.19). There was no effect on the risk of homicides committed in motorcycles (IRR=0.98; 0.88-1.10) and when a motorcycle and firearm were used (IRR=0.99; 0.89-1.10). CONCLUSIONS The lack of implementation of the ban of motorcycle male passengers was associated with an increased risk of homicides. Our findings support the importance of this policy to prevent homicides in Cali, Colombia. Future work should examine how this policy influences other policies related to prevent homicide and violent risk-related behaviour.
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Zhang Z, Man H, Zhao J, Huang W, Huang C, Jing S, Luo Z, Zhao X, Chen D, He K, Liu H. VOC and IVOC emission features and inventory of motorcycles in China. JOURNAL OF HAZARDOUS MATERIALS 2024; 469:133928. [PMID: 38447368 DOI: 10.1016/j.jhazmat.2024.133928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 02/09/2024] [Accepted: 02/28/2024] [Indexed: 03/08/2024]
Abstract
How did the motorcycle emissions evolve during the economic development in China? To address data gaps, this study firstly measured the volatile organic compound (VOC) and intermediate-volatility organic compound (IVOC) emissions from motorcycles. The results confirmed that the emission control of motorcycles, especially small-displacement motorcycles, significantly lagged behind other gasoline-powered vehicles. For the China IV motorcycles, the average VOC and IVOC emission factors (EFs) were 2.74 and 7.78 times higher than the China V-VI light-duty gasoline vehicles, respectively. The notable high IVOC emissions were attributed to a dual influence from gasoline and lubricating oil. Furthermore, based on the complete EF dataset and economy-related activity data, a county-level emission inventory was developed in China. Motorcycle VOC and IVOC emissions changed from 2536.48 Gg and 197.19 Gg in 2006 to 594.21 Gg and 12.66 Gg in 2020, respectively. The absence of motorcycle IVOC emissions in the existed vehicular inventories led to an underestimation of up to 20%. Across the 15 years, the motorcycle VOC and IVOC emission hotspots were concentrated in the undeveloped regions, with the rural emissions reaching 5.81-10.14 times those of the urban emissions. This study provides the first-hand and close-to-realistic data to support motorcycle emission management and accurate air quality simulations.
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Aiash A, Robusté F. Supervised and unsupervised techniques to analyze risk factors associated with motorcycle crash. Eur J Trauma Emerg Surg 2024:10.1007/s00068-024-02521-y. [PMID: 38703212 DOI: 10.1007/s00068-024-02521-y] [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: 12/09/2023] [Accepted: 03/30/2024] [Indexed: 05/06/2024]
Abstract
PURPOSE Motorcycles are one of the highly used modes of transport in Barcelona, Spain, in particular, and in many different regions, in general. This situation is compromising safety on the road and may be attributed to a potential increase in traffic crashes. Therefore, this study examines several risk factors and their consequential impacts on the level of injury that is resulted in case of a traffic crash. METHODS Two approaches are employed to analyze the risk factors, including a supervised learning technique which is a binary probit model, and an unsupervised technique which is the Kohonen clustering. RESULTS The results for both models show that alcoholism and road in poor condition can indeed increase the probability of having different levels of injuries as reasons for the crash. Elderly users are less likely to be involved in motorcycle crash injuries compared to other age categories, especially the age group that ranges from 25 to 40 years old which has the highest odds. For both techniques, the performance in analyzing the utilized data shows that both approaches can be successfully utilized for this type of dataset. CONCLUSION This study highlights the considerable danger faced by motorcyclists due to various risk factors. It stresses the critical importance of maintaining roads in optimal condition not just for efficient travel but also to enhance motorcyclists' safety. Additionally, the research underscores the significant threat posed by speeding, particularly exceeding speed limits, to motorcyclists' safety, emphasizing the urgent need for more 30 km/h speed limit zones and stricter enforcement of speed regulations. As a result, the research has identified several risk factors that increase the likelihood of severe or fatal injuries among motorcyclists in Barcelona and has suggested certain recommendations to mitigate their impact.
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Allsbrook A, To JQ, Pulido OR, Morgan ME, Perea LL, Shin H, Muller A, Ong A, Butts CA, Braverman MA. Body Mass Index Does Not Predict Injury Pattern or Outcome After Motorcycle Crash. J Surg Res 2024; 296:88-92. [PMID: 38241772 DOI: 10.1016/j.jss.2023.12.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 11/11/2023] [Accepted: 12/17/2023] [Indexed: 01/21/2024]
Abstract
INTRODUCTION The obesity epidemic plagues the United States, affecting approximately 42% of the population. The relationship of obesity with injury severity and outcomes has been poorly studied among motorcycle collisions (MCC). This study aimed to compare injury severity, mortality, injury regions, and hospital and intensive care unit length of stay (LOS) between obese and normal-weight MCC patients. METHODS Trauma registries from three Pennsylvania Level 1 trauma centers were queried for adult MCC patients (January 1, 2016, and December 31, 2020). Obesity was defined as adult patients with body mass index ≥ 30 kg/m2 and normal weight was defined as body mass index < 30 kg/m2 but > 18.5 kg/m2. Demographics and injury characteristics including injury severity score (ISS), abbreviated injury score, mortality, transfusions and LOS were compared. P ≤ 0.05 was considered significant. RESULTS One thousand one hundred sixty-four patients met the inclusion criteria: 40% obese (n = 463) and 60% nonobese (n = 701). Comparison of ISS demonstrated no statistically significant difference between obese and normal-weight patients with median ISS (interquartile range) 9 (5-14) versus 9 (5-14), respectively (P = 0.29). Obese patients were older with median age 45 (32-55) y versus 38 (26-54) y, respectively (P < 0.01). Comorbidities were equally distributed among both groups except for the incidence of hypertension (30 versus 13.8%, P < 0.01) and diabetes (11 versus 4.4%, P < 0.01). There was no statistically significant difference in Trauma Injury Severity Score or abbreviated injury score. Hospital LOS, intensive care unit LOS, and 30-day mortality among both groups were similar. CONCLUSIONS Obese patients experiencing MCC had no differences in distribution of injury, mortality, or injury severity, mortality, injury regions, and hospital compared to normal-weight adults. Our study differs from current data that obese motorcycle drivers may have different injury characteristics and increased LOS.
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Prajongkha P, Kanitpong K. Classifying safe following distance for motorcycles to prevent rear-end collisions. Int J Inj Contr Saf Promot 2024:1-12. [PMID: 38557353 DOI: 10.1080/17457300.2024.2335485] [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: 09/22/2023] [Accepted: 03/23/2024] [Indexed: 04/04/2024]
Abstract
This study aims to classify motorcycle (MC) following distance based on trajectory traffic data and identify the risks associated with MC following distances to prevent rear-end collisions. A total of 8,223 events of a MC following a vehicle were investigated in Pathum Thani, Thailand, and 41 cases of MC rear-end crashes were analyzed between 2017 and 2021. Time headway (TH), safe stopping distance (SSD) and time to collision (TTC) were applied to the proposed concept to determine safe following distance (SFD). Speed and following distance for actual rear-end crashes were applied to validate SFD. Results showed that the proposed SFD model identified the causes of MC rear-end collision events as mostly due to longitudinal critical area (38 cases, 92.68%), implying insufficient MC rider reaction and decision time for evasive action. The longitudinal warning area had relatively few chances for rear-end collisions to occur, with only 3 cases recorded. VDO clip extracts from MC rear-end crashes illustrated 11 cases (26.83%) of rider fatality. The study findings revealed that the SFD concept can help to prevent MC rear-end collision events by developing reminder systems when the rider reached the following distances of both warning and critical areas.
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Brockhus LA, Liasidis P, Lewis M, Jakob DA, Demetriades D. Injury patterns and outcomes in motorcycle driver crashes in the United States: The effect of helmet use. Injury 2024; 55:111196. [PMID: 38030451 DOI: 10.1016/j.injury.2023.111196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 11/07/2023] [Accepted: 11/08/2023] [Indexed: 12/01/2023]
Abstract
BACKGROUND Motorcycle crashes pose a persistent public health problem with disproportionate rates of severe injuries and mortality. This study aims to analyze injury patterns and outcomes with regard to helmet use. We hypothesized that helmet use is associated with fewer head injuries and does not increase the risk of cervical spine injuries. METHODS The National Trauma Data Bank was queried for all motorcycle driver crashes between 2007-2017. Univariable analysis was used to compare demographics, clinical data, injury patterns using abbreviated injury scale, and outcomes between helmeted motorcycle drivers and non-helmeted motorcycle drivers who were injured in traffic crashes. Independent factors associated with mortality were determined by regression analysis after adjustment for potential confounders. RESULTS A total of 315,258 patients were included for analysis, 66 % of these patients were helmeted. The sample was 92.5 % male and the median age was 41 years. Non-helmeted motorcycle drivers were more likely to sustain severe head trauma (head abbreviated injury scale ≥ 3: 28.5 % vs. 13.3 %, p < 0.001), had higher intensive care unit-admission (38 % vs. 30.2 %, p<0.001), mechanical ventilation (20.1 % vs. 13 %, p<0.001) and overall mortality rates (6.2 % vs. 3.9 %, p<0.001). Cervical spine injuries occurred in 10.6 % of non-helmeted motorcycle drivers and in 9.5 % of helmeted motorcycle drivers (p<0.001). Helmet use was identified as an independent factor associated with lower mortality [OR 0.849 (0.809-0.891), p<0.001]. CONCLUSION Helmet use is protective for severe head injuries and associated with decreased mortality. Helmet use was not associated with increased rates of cervical spine injuries. On the contrary, fewer injuries were observed in helmeted motorcycle drivers. Public health initiatives should be aimed at enforcement of universal helmet laws within the United States and across the world.
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Panumasvivat J, Kitro A, Samakarn Y, Pairojtanachai K, Sirikul W, Promkutkao T, Sapbamrer R. Unveiling the road to safety: Understanding the factors influencing motorcycle accidents among riders in rural Chiang Mai, Thailand. Heliyon 2024; 10:e25698. [PMID: 38352757 PMCID: PMC10862007 DOI: 10.1016/j.heliyon.2024.e25698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 01/17/2024] [Accepted: 01/31/2024] [Indexed: 02/16/2024] Open
Abstract
Background Motorcycle accidents pose a significant threat to traffic safety in Thailand, particularly in rural areas where the severity of these accidents often results in prolonged medical treatment and a reduction in the quality of life of the affected individual. Objectives To investigate the prevalence and the factors associated with motorcycle accidents among motorcycle riders in rural areas in Chiang Mai, Thailand. Method A cross-sectional study was conducted from December 2022 to March 2023 via an anonymous survey in Chiang Mai, Thailand. A total of 308 participants engaged with the survey. The data about background information, motorcycle details, personal protective equipment, risky behaviors, attitude toward riding, and history of motorcycle accidents in the prior six months were collected and analyzed by binary logistic regression. Results Of 308 participants, the mean age was 56 years old (SD = 14.2), females were 56.8 % (N = 175), 51 % had co-morbidity, and 40.6 % were active alcohol drinkers. The prevalence of individuals who experienced a motorcycle accident within the previous six months was 57.1 %. Notably, the most unsafe riding behavior was not wearing a helmet while riding, which had a prevalence of more than 80 % in both the accident and non-accident groups. The study found significant associated factors for motorcycle accidents in rural communities, including the history of alcohol consumption (aOR 1.71, 95 % CI: 1.05,2.79), changing lanes without using turn signals (aOR 1.93, 95 % CI: 1.07,3.48) and those who strongly disagree with the notion that listening to music while riding is dangerous (aOR 2.80, 95 % CI: 1.06, 7.43). Conclusion Over half of motorcycle riders have been in accidents. These findings emphasize the need to enforce drunk-driving and traffic laws. Comprehensive motorcycle rider education and safety training are needed to encourage responsible riding.
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Siebert FW, Brambati F, Silva AL, Randrianarisoa J, Perego P. Gender disparities in observed motorcycle helmet use in Madagascar: female motorcyclists behave safer but have lower overall protection. Inj Prev 2024:ip-2023-044995. [PMID: 38307713 DOI: 10.1136/ip-2023-044995] [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: 06/20/2023] [Accepted: 01/18/2024] [Indexed: 02/04/2024]
Abstract
BACKGROUND Although motorcycle helmets can save lives in case of a crash, no helmet use data are available for many countries. When data is available, it is often only analysed as a global average, preventing targeted road safety education and legislative action. In this study, we conducted a detailed analysis of motorcycle helmet use in the capital of Madagascar. METHODS Using a cross-sectional observational field survey framework, we observed 17 230 individual motorcycles. We systematically recorded motorcycle riders' helmet use, position on the motorcycle, rider numbers and gender. RESULTS We found a general helmet use of 76.1%. Observed drivers had a significantly higher helmet use (84.6%) than passengers (47.7%), and subsequently helmet use per motorcycle decreased significantly when the number of riders per motorcycle increased. Female drivers had significantly higher helmet use than male drivers, and female passengers had significantly higher helmet use than male passengers. That is, on the same position of the motorcycle, female riders behaved safer than male riders. However, since female riders were more often passengers than drivers, their average helmet use was lower than that of male riders overall. Contrary to findings from other countries, motorcycle helmet use did not differ significantly throughout the day but was relatively constant. CONCLUSION Our results show the potential for injury and fatality prevention in Madagascar through increased passenger helmet use. This increase would also proportionally benefit female riders more than male riders. Findings regarding road safety legislation's applied impact, education, enforcement and future research needs are discussed.
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Mimura T, Sunarya WA, Tsuji K, Uchio E, Fukagawa K, Inoue Y, Mizota A. Cleaning effects of eyewashes on ocular surface symptoms caused by air pollution in a single-center, two-arm, nonrandomized trial in Indonesia: first report from Jakarta study. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:10967-10975. [PMID: 38212562 DOI: 10.1007/s11356-024-31982-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 01/08/2024] [Indexed: 01/13/2024]
Abstract
PURPOSE Air pollutants, such as Asian sand and particulate matter (PM) 2.5, have become a global concern for causing ocular inflammation and allergic symptoms. This study, as part of an international investigation, examined the effects of eyewashes for ocular damage caused by air pollution in Indonesia. METHODS This was a single-center, patient- and-evaluator-blinded, parallel two-arm, nonrandomized trial. In Jakarta, Indonesia, 30 eyes of 15 car commuters and 30 eyes of 15 motorcycle commuters were recruited from healthy volunteers. After commuting to work, both eyes were washed with a commercial eyewash. Before and after eyewashing, eight items of ocular surface symptoms and four items of rhinitis subjective symptoms were scored using a modified Japanese Allergic Conjunctival Disease Quality-of-Life Questionnaire. RESULTS Five of the 12 subjective symptom scores before eyewashing were higher in motorcycle commuters than in car commuters (p < 0.05). Motorcycle commuters showed improvement in the five symptom scores of "itchy eyes, foreign body sensation, eye mucus, dryness, and eye strain" after eyewashing compared to before eyewashing (p < 0.05). In all patients, sootlike particles and ocular mucus were found in the solutions collected after eyewashing. CONCLUSION These findings indicate that eyewashing for ocular symptoms caused by airborne particles may be effective in removing foreign particles from the ocular surface and relieving subjective symptoms.
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Adjei BN, Nakua EK, Donkor P, Gyaase D, Alhassan MM, Amissah J, Osei Bonsu E, Enuameh Y, Mock CN. Helmet utilisation and its associated factors among motorcyclists in northern Ghana: an analytical cross-sectional survey. Inj Prev 2024:ip-2023-045012. [PMID: 38302285 DOI: 10.1136/ip-2023-045012] [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: 06/21/2023] [Accepted: 01/18/2024] [Indexed: 02/03/2024]
Abstract
BACKGROUND Motorcycle crashes are a major source of road traffic deaths in northern Ghana. Helmet use has been low. The last time it was formally assessed (2010), helmet use was 30.0% (34.2% for riders and 1.9% for pillion riders). We sought to determine the current prevalence of helmet use and its associated factors among motorcyclists in northern Ghana. METHODS Cross-sectional observations of motorcycle helmet use were conducted among 3853 motorcycle riders and 1097 pillion riders in the Northern Region at 12 different locations near intersections, roundabouts and motorcycle bays. Modified Poisson regression was used to assess the factors associated with helmet use. RESULTS The prevalence of helmet use was 22.1% overall: 26.7% among motorcycle riders and 5.7% among pillion riders. On the multivariable regression analysis, the prevalence of helmet use among motorcycle riders was 69% higher during the day compared with the night, 58% higher at weekend compared with weekday, 46% higher among males compared with females, but it was 18% lower on local roads compared with highways, 67% lower among young riders compared with the elderly and 29% lower when riding with pillion rider(s). CONCLUSION Despite small increases in motorcycle helmet use among pillion riders, helmet use has declined overall over the past decade. Immediate actions are needed to promote helmet use among motorcyclists in northern Ghana. This calls for a multisectoral approach to address the current low helmet use, targeting young riders, female riders, pillion riders, evening riding and riding on local roads.
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Terranova P, Perez MA. Developing a motorcycle injury risk model for planar collisions: Insights from the Motorcycle Crash Causation Study. ACCIDENT; ANALYSIS AND PREVENTION 2023; 193:107292. [PMID: 37742440 DOI: 10.1016/j.aap.2023.107292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 08/16/2023] [Accepted: 09/06/2023] [Indexed: 09/26/2023]
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Liasidis P, Benjamin E, Jakob D, Lewis M, Demetriades D. Injury patterns and outcomes in motorcycle passengers. Eur J Trauma Emerg Surg 2023; 49:2447-2457. [PMID: 37367970 DOI: 10.1007/s00068-023-02296-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 05/29/2023] [Indexed: 06/28/2023]
Abstract
INTRODUCTION Contemporary trauma literature on injuries to motorcycle passengers is scarce. The aim of this study was to examine the injury patterns and outcomes of motorcycle passengers with regard to helmet use. We hypothesized that helmet utilization affects both injury type and outcomes. METHODS The National Trauma Data Bank was queried for all motorcycle passengers who were injured in traffic accidents. Participants were stratified according to helmet utilization into helmeted (HM) and nonhelmeted (NHM) groups. Univariate and multivariate analyses were performed to compare the injury patterns and outcomes between the groups. RESULTS A total of 22,855 patients were included for analysis, of which 57.1% (13,049) used helmet. The median age was 41 years (IQR 26-51), 81% were female, and 16% of patients required urgent operation. NHM had higher risk of major trauma (ISS > 15: 26.8% vs 31.6%, p < 0.001). The most frequently injured body region in NHM was the head (34.6% vs 56.9%, p < 0.001), whereas in HM patients was the lower extremities (65.3% vs 56.7%, p < 0.001). NHM patients were more likely to require admission to the ICU, mechanical ventilation, and had significantly higher mortality rate (3.0% vs 6.3%, p < 0.001). The strongest predictors of mortality were GCS < 9 on admission, hypotension on admission, and severe head injury. Helmet utilization was associated with decreased odds of death (OR 0.636; 95% CI 0.531-0.762; p < 0.001). CONCLUSION Motorcycle collisions can lead to significant injury burden and high mortality in motorcycle passengers. Middle-age females are disproportionally affected. Traumatic brain injury is the leading cause of death. Helmet use is associated with decreased risk of head injury and death.
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Allen B, McDermott R, Clark J, Daubs G, Vashon T, Elliott I, Daubs M, Maitra S. Traumatic spinal injury patterns of on vs. off-road motorcycle crashes. TRAFFIC INJURY PREVENTION 2023; 25:85-90. [PMID: 37768949 DOI: 10.1080/15389588.2023.2259530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 09/12/2023] [Indexed: 09/30/2023]
Abstract
OBJECTIVE Two wheel motorized vehicles used in both street transportation and recreation are a common cause of severe injury in the United States (US). To date, there has been limited data describing the spinal injury patterns among these motorcycle injury patients in the US. The goal of this study is to characterize and compare differences in specific injury patterns of patients sustaining traumatic spinal injuries after motocross (off-road) and street bike (on-road) collisions in the southwestern US at a Level I Trauma Center. METHODS Trauma registry data was queried for patients sustaining a spinal injury after motorcycle collision from 2010 to 2019 at a single Level I Trauma Center. Computed tomography (CT) scan and magnetic imaging resonance imaging (MRI) reports from initial trauma evaluation were reviewed and data was manually obtained regarding injury morphology and location. RESULTS A total of 1798 injuries were identified in 549 patients who sustained a motorcycle collision, specifically 67 off-road and 482 on-road motorcycle patients. Off-road motorcycle patients were found to be significantly younger (34.75 vs. 42.66, p = 0.00015). A total of 46.2% of the off-road injuries were determined to be from compression mechanisms, compared to 32.9% in the on-road cohort (p = 0.0027). The on-road cohort was more likely to have an injury classified as insignificant, such as transverse and spinous process fractures (60.1% vs. 42.5%, p = 00.25). There was no significant difference in regards to junctional, mobile, and semirigid spine segments between the two cohorts. CONCLUSIONS Different fracture patterns were seen between the off-road and on-road motorcycle cohorts. Off road motorcyclists experienced significantly more compression and translational injuries, while on road motorcyclists experienced more frequent insignificant injury patterns. Data on the different fracture patterns may help professionals develop safety equipment for motorcyclists.
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Das SK, Tamannur T, Nesa A, Noman AA, Dey P, Kundu SK, Sultana H, Riaz BK, Islam AS, Sharower G, Dhar BK, Rahman MM. Exploring the knowledge and practices on road safety measures among motorbikers in Dhaka, Bangladesh: a cross-sectional study. Inj Prev 2023:ip-2023-045071. [PMID: 38050086 DOI: 10.1136/ip-2023-045071] [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: 08/08/2023] [Accepted: 10/30/2023] [Indexed: 12/06/2023]
Abstract
INTRODUCTION Road traffic injuries (RTIs), particularly motorbike injuries, are one of the leading causes of death worldwide and have been a serious concern in low- and middle-income countries like Bangladesh. Therefore, this study aimed to assess the level of knowledge and practices on road safety measures among motorbikers in Dhaka, Bangladesh. METHODS This cross-sectional study was conducted from January 2022 to December 2022 among 350 motorbikers of Dhaka city via a series of face-to-face interviews. Motorbikers who regularly ride a motorcycle were interviewed about their road safety knowledge and practices through a two-stage cluster sampling technique. Frequency distribution, independent sample t-test and one-way analysis of variance (ANOVA) were performed in data analysis. RESULTS Out of the 350 motorbikers, only 54.6% had good knowledge and 16.9% had poor knowledge on the signs and safety regulations of roads. Moreover, only 50.6% of respondents followed good practices while 23.4% followed poor practices of road safety measures. One-way ANOVA analysis demonstrates that the average knowledge score was significantly (p<0.05) higher among higher-educated, unmarried and non-smokers. Additionally, higher education level, non-smoking status and being Muslim were significantly (p<0.05) associated with good road safety practices. CONCLUSIONS The overall good knowledge level and practices of road safety measures among the motorbikers was not satisfactory although the majority of them knew individual signs and regulations. Therefore, this study suggests that education and strict enforcement of traffic rules may increase their knowledge and practice behaviour regarding road safety which in turn would minimise traffic injuries and fatalities.
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Ting YC, Chang PK, Hung PC, Chou CCK, Chi KH, Hsiao TC. Characterizing emission factors and oxidative potential of motorcycle emissions in a real-world tunnel environment. ENVIRONMENTAL RESEARCH 2023; 234:116601. [PMID: 37429395 DOI: 10.1016/j.envres.2023.116601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 07/05/2023] [Accepted: 07/07/2023] [Indexed: 07/12/2023]
Abstract
Transportation emissions significantly affect human health, air quality, and climate in urban areas. This study conducted experiments in an urban tunnel in Taipei, Taiwan, to characterize vehicle emissions under real driving conditions, providing emission factors of PM2.5, eBC, CO, and CO2. By applying multiple linear regression, it derives individual emission factors for heavy-duty vehicles (HDVs), light-duty vehicles (LDVs), and motorcycles (MCs). Additionally, the oxidative potential using dithiothreitol assay (OPDTT) was established to understand PM2.5 toxicity. Results showed HDVs dominated PM2.5 and eBC concentrations, while LDVs and MCs influenced CO and CO2 levels. The CO emission factor for transportation inside the tunnel was found to be higher than those in previous studies, likely owing to the increased fraction of MCs, which generally emit higher CO levels. Among the three vehicle types, HDVs exhibited the highest PM2.5 and eBC emission factors, while CO and CO2 levels were relatively higher for LDVs and MCs. The OPDTTm demonstrated that fresh traffic emissions were less toxic than aged aerosols, but higher OPDTTv indicated the impact on human health cannot be ignored. This study updates emission factors for various vehicle types, aiding in accurate assessment of transportation emissions' effects on air quality and human health, and providing a guideline for formulating mitigation strategies.
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Koch DA, Hagebusch P, Lefering R, Faul P, Hoffmann R, Schweigkofler U. Changes in injury patterns, injury severity and hospital mortality in motorized vehicle accidents: a retrospective, cross-sectional, multicenter study with 19,225 cases derived from the TraumaRegister DGU ®. Eur J Trauma Emerg Surg 2023; 49:1917-1925. [PMID: 36890307 PMCID: PMC9994772 DOI: 10.1007/s00068-023-02257-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 02/24/2023] [Indexed: 03/10/2023]
Abstract
PURPOSE In the last 20 years, the number of fatalities due to road traffic accidents (RTA) in Germany has steadily decreased from 7503 to 2724 per year. Due to legal regulations, educational measures and the continuous development of safety technology the number of severe traumatic injuries and injury patterns are most likely to change. The aim of the study was to analyse severely injured motorcyclists (MC) and car occupants (CO) that were involved in RTAs in the last 15 years and investigate the development and changes of injury patterns, injury severity and hospital mortality. METHODS We retrospectively evaluated data from the TraumaRegister DGU® (TR-DGU) considering all RTA-related injured MCs and COs (n = 19,225) that were registered in the TR-DGU from 2006 to 2020 with a primary admission to a trauma center with continuous participation (14 of 15 years) in the TR-DGU, an Injury Severity Score (ISS) ≥ 16 and aged between 16 and 79 years. The observation period was divided into three 5-year interval subgroups for further analysis. RESULTS The mean age increased by 6.9 years and the ratio of severely injured MCs to COs changed from 1:1.92 to 1:1.45. COs were in 65.8% male and more often severely injured in the age groups under 30, while the majority of severely injured MCs were in the age group around 50 years and in 90.1% male. The ISS (- 3.1 points) as well as the mortality of both groups (CO: 14.4% vs. 11.8%; MC: 13.2% vs. 10.2%) steadily decreased over time. Nevertheless, the standardized mortality ratio (SMR) hardly changed and stayed < 1. Regarding the injury patterns, the greatest decline of injuries with AIS 3 + were to the head (CO: - 11.3%; MC: - 7.1%), in addition, a decrease of injuries to extremities (CO: - 1.5%; MC: - 3.3%), to the abdomen (CO: - 2.6%; MC: - 3.6%), to the pelvis in COs (- 4.7%) and to the spine (CO: + 0.1%; MC: - 2.4%) were observed. Thoracic injuries increased in both groups (CO: + 1.6%; MC: + 3.2%) and, furthermore, pelvic injuries in MCs (+ 1.7%). Another finding was the increase of the utilization of whole body CTs from 76.6 to 95.15%. CONCLUSION The severity of injuries and their incidence, especially head injuries, have decreased over the years and seem to contribute to a decreasing hospital mortality of polytraumatized MCs and COs injured in traffic accidents. Young drivers and an increasing number of seniors are the age groups at risk and require special attention and treatment.
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Meng S, Ivarsson P, Lubbe N. Evaluation of full-face, open-face, and airbag-equipped helmets for facial impact protection. ACCIDENT; ANALYSIS AND PREVENTION 2023; 191:107181. [PMID: 37418868 DOI: 10.1016/j.aap.2023.107181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 05/21/2023] [Accepted: 06/17/2023] [Indexed: 07/09/2023]
Abstract
OBJECTIVE Two-wheeler riders frequently sustain injuries to the head and face in real-world crashes, including traumatic brain injury, basilar skull fracture, and facial fracture. Different types of helmets exist today, which are recognized as preventing head injuries in general; however, their efficacy and limitations in facial impact protection are underexplored. Biofidelic surrogate test devices and assessment criteria are lacking in current helmet standards. This study addresses these gaps by applying a new, more biofidelic test method to evaluate conventional full-face helmets and a novel airbag-equipped helmet design. Ultimately, this study aims to contribute to better helmet design and testing standards. METHODS Facial impact tests at two locations, mid-face and lower face, were conducted with a complete THOR dummy. Forces applied to the face and at the junction of the head and neck were measured. Brain strain was predicted by a finite element head model taking both linear and rotational head kinematics as input. Four helmet types were evaluated: full-face motorcycle and bike helmets, a novel design called a face airbag (an inflatable structure integrated into an open-face motorcycle helmet), and an open-face motorcycle helmet. The unpaired, two-sided student's t-test was performed between the open-face helmet and the others, which featured face-protective designs. RESULTS A substantial reduction in brain strain and facial forces was found with the full-face motorcycle helmet and face airbag. Upper neck tensile forces increased slightly with both full-face motorcycle (14.4%, p >.05) and bike helmets (21.7%, p =.039). The full-face bike helmet reduced the brain strain and facial forces for lower-face impacts, but not for mid-face impacts. The motorcycle helmet reduced mid-face impact forces while slightly increasing forces in the lower face. SIGNIFICANCE OF RESULTS The chin guards of full-face helmets and the face airbag protect by reducing facial load and brain strain for lower face impact; however, the full-face helmets' influence on neck tension and increased risk for basilar skull fracture need further investigation. The motorcycle helmet's visor re-directed mid-face impact forces to the forehead and lower face via the helmet's upper rim and chin guard: a thus-far undescribed protective mechanism. Given the significance of the visor for facial protection, an impact test procedure should be included in helmet standards, and the use of helmet visors promoted. A simplified, yet biofidelic, facial impact test method should be included in future helmet standards to ensure a minimum level of protection performance.
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Cholo W, Odero W, Ogendi J. Epidemiological characteristics of crashes and pattern of motorcycle injuries presenting to hospitals in Kisumu City, Kenya: a cross-sectional study. Pan Afr Med J 2023; 45:75. [PMID: 37663625 PMCID: PMC10474813 DOI: 10.11604/pamj.2023.45.75.39658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 04/07/2023] [Indexed: 09/05/2023] Open
Abstract
Introduction motorcycle injuries comprise considerable morbidity, disability and mortality of road traffic casualties. The study aimed to assess the pattern and characteristics of motorcycle crash injuries that sought care at the Emergency Departments in Tier III hospitals in Kisumu City during a six-month period from May to November 2019. Methods this was a cross-sectional study of all motorcycle injury patients presenting to three tier III public and private hospitals in Kisumu City. Using a structured questionnaire, data were collected on human and injury characteristics. Multiple logistic regression model was used to determine the predictors of fatality. Statistical significance was set at p<0.05. Results a total of 1073 of motorcycle crash injury patients sought and obtained care at the hospitals. The majority (73.6%) were males. Seventy-three cases resulted in death (case-fatality rate of 6.80%. The age range was 2-84 years, with a mean of 29.6 years (± SD 12.19). Majority, (43.3%) were aged 21-30 years. Most of the crashes occurred during the daytime (79.1%). Of all motorcycle riders and pillion passengers 30.6% wore helmets at the time of the crash. Head injuries (43.6%) were the most common. Injury seventy scores (ISS) ranged from 1 to 51. Glasgow comma scale <3, un-helmeted patients and major trauma (ISS > 16), significantly influenced mortality (P< 0.001). Conclusion these findings confirmed and strengthened the documented substantial morbidity, mortality that motorcycle crashes place on individuals and society, contribute to the body of literature on motorcycle injuries and potentially assist in policy decisions on motorcycle transport safety.
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Abhinandan Patel KN, Sneha TR, Reddy KR, Girish G, Nikhila G. Changing Trends in the Pattern of Maxillofacial Injuries in Helmeted Motorcycle Accident Patients when Compared to Non-helmeted Motorcycle Accident Patients. J Maxillofac Oral Surg 2023; 22:18-24. [PMID: 36703678 PMCID: PMC9871138 DOI: 10.1007/s12663-021-01650-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Accepted: 09/23/2021] [Indexed: 01/29/2023] Open
Abstract
Aim Motorcycle accidents are the most predominant type of road traffic injuries in India. This prospective study aimed to evaluate the patterns of maxillofacial injuries in the three types of helmeted and non-helmeted individuals. Materials and Methods All the patients reporting to the maxillofacial trauma unit of Sanjay Gandhi hospital with maxillofacial injuries were considered. The patients were analyzed for helmet wearing status, type of helmet worn-full-face, open-face and half-helmet, strap and visor fixation status, fit of the helmet, ownership of the helmet, helmet standardization, obeying traffic rules, alcohol consumption status, speed of the vehicle, volume of the engine, licensure of the driver, hard- and soft-tissue maxillofacial injuries were recorded. Results A total of 741 patients participated in the study for a period of 10 months, majority being males and of a mean age of 31 years. Most common injuries to the face in the open- and half-helmet group were lacerations of the chin and mandibular fractures. Patients who wore ISI standard full-face helmets with strap and visor fixed experienced least injuries to the face. Conclusion This study concluded that out of the three commonly used helmets, half-helmets provided the least protection against maxillofacial injuries during a crash, followed by the open-face helmets. The highest protection was provided by the full-face helmets with ISI standardization when secured properly with strap and visor.
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Baffour Appiah A, Akweongo P, Sackey SO, Morna MT, Kenu E, Buunaaim ADBI, Debrah SAY, Ojo TK, Donkor P, Mock CN. Effect of different helmet types in head injuries: a case-control study in northern Ghana. Inj Prev 2023; 29:50-55. [PMID: 36198481 DOI: 10.1136/ip-2022-044683] [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: 06/14/2022] [Accepted: 09/10/2022] [Indexed: 01/28/2023]
Abstract
BACKGROUND Motorcycle helmet use is low in Ghana and many helmets are non-standard. There are limited data on the effectiveness of the different helmet types in use in the real-world circumstances of low-income and middle-income countries. This study assessed the effect of different helmet types on risk of head injury among motorcycle crash victims in northern Ghana. METHODS A prospective unmatched case-control study was conducted at the Tamale Teaching Hospital (TTH). All persons who had injuries from a motorcycle crash within 2 weeks of presentation to TTH were consecutively sampled. A total of 349 cases, persons who sustained minor to severe head injury, and 363 controls, persons without head injury, were enrolled. A semistructured questionnaire was used to interview patients and review their medical records. Multivariable logistic regression was used to estimate odds for head injury. RESULTS After adjusting for confounders, the odds of head injuries were 93% less in motorcyclists with full-face helmet (FFH) (adjusted OR, AOR 0.07, 95% CI 0.04 to 0.15) or open-face helmet (OFH) (AOR 0.07, 95% CI 0.04, 0.13), compared with unhelmeted motorcyclists. Half-coverage helmets (HCH) were less effective (AOR 0.41, 95% CI 0.18 to 0.92). With exception of HCH, the AORs of head injury for the different types of helmets were lower in riders (FFH=0.06, OFH=0.05 and HCH=0.47) than in pillion riders (FFH=0.11, OFH=0.12 and HCH=0.35). CONCLUSION Even in this environment where there is a high proportion of non-standard helmets, the available helmets provided significant protection against head injury, but with considerably less protection provided by HCHs.
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Chang YH, Hou WH, Wu KF, Li CY, Hsu IL. Risk of motorcycle collisions among patients with type 2 diabetes: a population-based cohort study with age and sex stratifications in Taiwan. Acta Diabetol 2022; 59:1625-1634. [PMID: 36103089 DOI: 10.1007/s00592-022-01967-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 08/29/2022] [Indexed: 11/01/2022]
Abstract
AIMS To investigate the overall and sex-age-specific absolute and relative risks of motorcycle collisions at road traffic accidents among patients with type 2 diabetes. METHODS A cohort study in Taiwan was conducted by following 989,495 patients with type 2 diabetes and the same number of matched controls recruited between 2010 and 2012 to the end of 2016. Collision events by motorcycle driver victims were identified from the Police-reported Traffic Accident Registry. Overall and sex-age-specific incidence rates of collision involving motorcycle driver victims were estimated under Poisson assumption. The Cox proportional hazard regression models were performed to estimate the hazard ratios (HRs) and 95% confidence intervals (CIs) of collision in association with type 2 diabetes. RESULTS Over an up to 7 years of follow-up, patients with type 2 diabetes had a higher incidence rate of motorcycle collision than controls at 1.16 and 0.89 per 100 person-years, respectively, which represented a significantly elevated HR of 1.28 (95% CI 1.27-1.30) after adjusting for potential confounders including various diabetic complications. The elevated HR was similarly seen in both men and women patients, and was significantly decreasing with increasing age regardless of sex. Little evidence supported the dose-response relationship between duration of type 2 diabetes and motorcycle collision risk. CONCLUSIONS After adjustment for common diabetic complications and comorbidities that could impair driving performance, patients with type 2 diabetes still suffered from increased risk of motorcycle collisions, regardless of sex, but was more evident in younger than in older patients.
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Rusli R, Mohammad MZ, Azreena Kamaluddin N, Bakar H, Hafzi Md Isa M. A comparison of characteristics between food delivery riders with and without traffic crash experience during delivery in Malaysia. CASE STUDIES ON TRANSPORT POLICY 2022; 10:2244-2250. [PMID: 36268008 PMCID: PMC9561398 DOI: 10.1016/j.cstp.2022.10.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 10/05/2022] [Accepted: 10/10/2022] [Indexed: 06/16/2023]
Abstract
The rapid development of e-commerce and the spread of the COVID-19 virus created many new jobs opportunity including food delivery riders known as P-Hailing riders. The number of food delivery riders has increased drastically, especially in Malaysia. Consequently, the number of food delivery riders involved in traffic crashes also increased. This study aimed to examine the characteristics of food delivery riders involved in traffic crashes during delivery and to compare with the characteristics of food delivery riders without any traffic crash history. This paper explores and compares general characteristics, previous experience of working and receiving traffic tickets, and knowledge of road safety. Due to unavailable official records about the number of active food delivery riders in Malaysia, this study focuses on riders who registered as members of the Malaysian P-Hailing Association, PENGHANTAR. A total of 225 food delivery riders participated in the online survey conducted through Google Form. Categorical data analysis techniques were used to examine the different characteristics of food delivery riders with and without traffic crash experiences. Results show that the odds ratio of young and full-time riders are respectively about 2.05 times and 1.79 times higher than being involved in traffic crashes. Other factors that increase the odds of being involved in traffic crashes include having more than two years of experience in delivery, an average distance travelled of>100 km a day, working previously in the food and grocery sector, and without working experience. The findings from this study will help related agencies to design and develop awareness programs targeting this group of riders.
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Appiah AB, Akweongo P, Sackey S, Morna MT, Kenu E, Buunaaim ADBI, Debrah SAY, Ojo TK, Donkor P, Mock C. Factors associated with head injury among survivors of motorcycle crashes: a case-control study in northern Ghana. Pan Afr Med J 2022; 43:73. [PMID: 36591000 PMCID: PMC9789779 DOI: 10.11604/pamj.2022.43.73.35900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 09/23/2022] [Indexed: 01/03/2023] Open
Abstract
Introduction the increasing use of motorcycles in northern Ghana is associated with a high incidence of motorcycle crashes and resultant head injuries. This study sought to determine factors associated with head injuries among survivors of motorcycle crashes in northern Ghana. Methods a prospective unmatched case-control study was conducted at the Tamale Teaching Hospital (TTH). A total of 326 cases (victims who suffered a head injury with or without other injuries) and 294 controls (persons who suffered various injuries except for head injury) from motorcycle crashes were consecutively sampled at TTH from December 15, 2019, to May 15, 2020. A semi-structured questionnaire was used to interview patients in addition to medical records review. Factors associated with head injury were examined using multivariable logistic regression at p<0.05 and a 95% confidence interval. Results the prevalence of head injury was 53.03% among of 660 survivors of motorcycle crashes. The majority of the patients were young males aged 15-44 years. The rate of helmet use was lower in cases (12.88%) than in controls (57.82%) (p<0.001). Factors associated with head injury were not wearing helmet (AOR= 9.80, 95% CI: 6.22, 15.43), male (AOR=1.75, 95% CI: 1.07, 2.85), student (AOR=0.38, 95% CI: 0.16, 0.91), and alcohol use within 24 hours (AOR=0.17, 95% CI: 0.04, 0.70). Conclusion non-use of helmet and male gender significantly increased the risk of head injury risk in this study. Alcohol use and being a student were associated with lower odds of head injuries. Motorcycle safety efforts in the study area should emphasize helmet promotion.
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Piantini S, Aathresh VN, Savino G, Pierini M. Assessment of the effect of motorcycle autonomous emergency braking (MAEB) based on real-world crashes. TRAFFIC INJURY PREVENTION 2022; 23:S174-S180. [PMID: 36200698 DOI: 10.1080/15389588.2022.2117983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 08/24/2022] [Accepted: 08/24/2022] [Indexed: 06/16/2023]
Abstract
Objective: Vehicles are increasingly being equipped with Autonomous Emergency Braking (AEB) and literature highlights the utility to fit a similar active safety system in Powered Two-Wheelers (PTWs). This research attempts to analyze the efficacy of PTW Autonomous Emergency Braking (MAEB) when functioning solely, and in the case where both the PTW and Opponent Vehicle (OV) have AEB installed.Methods: 23 crashes involving motorcyclists that occurred in metropolitan areas of Italy between 2009 and 2017 were selected. The "In-depth Study of road Accidents in FlorencE (InSAFE)" provides data for the study. Each crash was reconstructed in PC-Crash 12.1 software. The obtained simulation of the crash dynamics was then used to create the dataset of cases fitted with AEB and MAEB systems. A custom MAEB system was implemented with specifications based on literature.Results: The majority of crashes occurred on urban roads, at intersections, on dry asphalt, with clear visibility, and in daylight. The passenger vehicle was the most frequent opponent vehicle (70%). Almost half the sample involved the PTW rider traveling beyond the speed limit permitted on urban roads. MAEB was found to be applicable in 19 out of 23 real-world crashes allowing the avoidance of two crashes with the progressive triggering criteria (Time to Collision (TTC) - 1.0 s) and one crash in the case where both the PTW and OV have AEB installed with more conservative setups. MAEB simulations show important trends in the reduction of the PTW impact speed (ISR) from the conservative (TTC-0.6s) to standard (TTC-0.8s) to progressive (TTC-1.0s) triggering criteria. The mean impact speed reduction (ISR) becomes 8.6 km/h, 13.8 km/h, 19.1 km/h, respectively.Conclusions: The results suggested that MAEB may be extremely effective in the PTW impact speed reduction and that an earlier MAEB intervention is beneficial in achieving higher reductions in the PTW impact speed. Further, the effect of opponent vehicles also possessing AEB was studied, and it was found that this increased the likelihood of crash avoidance and greater reduction in crash severity in unavoidable circumstances.
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