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Momenyan S, Chan H, Erdelyi S, Pei LX, Shum LK, Jae L, Taylor J, Staples JA, Bryan S, Brubacher JR. Trajectories of health-related quality of life following road trauma: Latent growth mixture modeling across a 12-month cohort study. ACCIDENT; ANALYSIS AND PREVENTION 2024; 202:107574. [PMID: 38663274 DOI: 10.1016/j.aap.2024.107574] [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: 02/27/2023] [Revised: 03/26/2024] [Accepted: 04/08/2024] [Indexed: 05/13/2024]
Abstract
INTRODUCTION Health-related quality of life (HRQoL) should be considered when evaluating the burden of road trauma (RT) injuries. This study aimed to identify distinct HRQoL trajectories following minor to severe RT injury and determine characteristics of trajectory membership. METHODS This prospective inception cohort study recruited 1480 RT survivors from three emergency departments in British Columbia, Canada (July 2018 - March 2020). HRQoL outcome was measured with the Short Form 12 survey (SF-12) and the 5-level version of the EuroQol instrument (EQ-5D-5L) at baseline (pre-injury) and at 2, 4, 6, and 12 months post-injury. Potential predictors of outcome trajectory included sociodemographic, psychological, medical, crash, and injury factors collected at baseline. We used a latent growth mixture model to identify distinct recovery trajectories and multinomial logistic regression to determine predictors of trajectory membership. RESULTS Three distinct HRQoL trajectories were identified for SF-12 subscales and EQ-5D-5L measures: Low/Moderate-Stable, High-Large decline, and High-Slight decline. Participants in the Low/Moderate-Stable trajectory had persistent low to moderate HRQoL before and after the injury. Those in the High-Large decline trajectory had good pre-injury HRQoL followed by persistently decreased HRQoL afterwards. The High-Slight decline trajectory was characterized by good pre-injury HRQoL and only a slight decline afterwards. Participants in the Low/Moderate-Stable and High-Large decline trajectories were considered at risk of permanently poor HRQoL following RT injury given their low HRQoL over a long period of time. Characteristics that placed participants in the Low/Moderate-Stable trajectory were older age, female gender, poor pre-injury health (medical comorbidity, prescribed medication use, complaints in the injured body area(s)), pre-injury somatic symptoms, pain catastrophizing or psychological distress, injury severity (ISS) and injury pain. Patients with head injury were less likely to be in the Low/Moderate-Stable trajectory. Risk factors for membership in the High-Large decline trajectory included older age (for physical HRQoL), younger age (for mental HRQoL), female gender, living alone, pre-injury psychological distress, ISS, injury pain, no expectations for a fast recovery, as well as head injuries, spine/back injuries or lower extremity injuries. CONCLUSIONS This study highlighted the heterogeneity of HRQoL trajectories following RT injury and the importance of considering differences between characteristics of survivors. In addition to injury type and severity, outcome is related to demographic factors, pre-injury health and pre-injury psychological factors.
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Affiliation(s)
- Somayeh Momenyan
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Herbert Chan
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Shannon Erdelyi
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lulu X Pei
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Leona K Shum
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lina Jae
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - John Taylor
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - John A Staples
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Centre for Clinical Epidemiology & Evaluation, Vancouver, British Columbia, Canada
| | - Stirling Bryan
- School of Population & Public Health, University of British Columbia, Vancouver, British Columbia, Canada; Centre for Clinical Epidemiology & Evaluation, Vancouver, British Columbia, Canada
| | - Jeffrey R Brubacher
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
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Momenyan S, Chan H, Erdelyi S, Pei LX, Shum LK, Jae L, Taylor J, Staples JA, Brubacher JR. Health-related quality of life in the year following road trauma: Longitudinal analysis using piecewise latent curve modeling. J Affect Disord 2024; 354:509-518. [PMID: 38490589 DOI: 10.1016/j.jad.2024.03.033] [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: 08/27/2023] [Revised: 02/20/2024] [Accepted: 03/09/2024] [Indexed: 03/17/2024]
Abstract
BACKGROUND Road trauma (RT) survivors have reduced health-related quality of life (HRQoL). We identified phases and predictors of HRQoL change following RT injury. METHODS In a prospective cohort study of 1480 Canadian RT survivors aged 16 to 103 years (July 2018 - March 2020), physical component (PCS) and mental component (MCS) summary scores from the SF-12v2 were measured pre-injury and 2, 4, 6, and 12 months post-injury and their trajectories were analyzed with piecewise latent growth curve modeling. Potential predictors of HRQoL changes included sociodemographic, psychological, medical, and trauma-related factors. RESULTS PCS and MCS scores worsened from pre-injury to 2-months (phase 1) and then improved (phase 2), but never regained baseline values. Older age, somatic symptoms and pain catastrophizing were associated with lower preinjury PCS and MCS scores. Psychological distress was associated with lower preinjury MCS scores and higher preinjury PCS scores. Phase 1 PCS scores decreased most in females, participants with fewer pre-injury somatic symptoms and those without expectations for fast recovery. Phase 1 MCS decreases were associated with younger age, female sex, living alone, lower psychological distress, lack of expectation for fast recovery and higher injury pain. In phase 2, MCS improved most in participants not using recreational drugs; PCS improved most in participants with higher education and longer recovery expectations. LIMITATIONS There may be recall bias with reporting pre-injury HRQoL. Selection bias is possible. CONCLUSIONS Many factors influence HRQoL following RT. These findings may inform measures to minimize HRQoL reduction following RT and speed up subsequent recovery.
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Affiliation(s)
- Somayeh Momenyan
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Herbert Chan
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Centre for Clinical Epidemiology & Evaluation, Vancouver, British Columbia, Canada
| | - Shannon Erdelyi
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lulu X Pei
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Leona K Shum
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lina Jae
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - John Taylor
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - John A Staples
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Centre for Clinical Epidemiology & Evaluation, Vancouver, British Columbia, Canada
| | - Jeffrey R Brubacher
- Department of Emergency Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
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Huang XF, Ma SF, Jiang XH, Song RJ, Li M, Zhang J, Sun TJ, Hu Q, Wang WR, Yu AY, Li H. Causes and global, regional, and national burdens of traumatic brain injury from 1990 to 2019. Chin J Traumatol 2024:S1008-1275(24)00034-8. [PMID: 38637176 DOI: 10.1016/j.cjtee.2024.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 12/23/2023] [Accepted: 02/18/2024] [Indexed: 04/20/2024] Open
Abstract
PURPOSE Traumatic brain injury (TBI), currently a major global public health problem, imposes a significant economic burden on society and families. We aimed to quantify and predict the incidence and severity of TBI by analyzing its incidence, prevalence, and years lived with disability (YLDs). The epidemiological changes in TBI from 1990 to 2019 were described and updated to provide a reference for developing prevention, treatment, and incidence-reducing measures for TBI. METHODS A secondary analysis was performed on the incidence, prevalence, and YLDs of TBI by sex, age group, and region (n = 21,204 countries and territories) between 1990 and 2019 using the Global Burden of Diseases, Injuries, and Risk Factors Study 2019. Proportions in the age-standardized incidence rate due to underlying causes of TBI and proportions of minor and moderate or severe TBI were also reported. RESULTS In 2019, there were 27.16 million (95% uncertainty intervals (UI): 23.36 - 31.42) new cases of TBI worldwide, with age-standardized incidence and prevalence rates of 346 per 100,000 population (95% UI: 298-401) and 599 per 100,000 population (95% UI: 573-627), respectively. From 1990 to 2019, there were no significant trends in global age-standardized incidence (estimated annual percentage changes: -0.11%, 95% UI: -0.18% - -0.04%) or prevalence (estimated annual percentage changes: 0.01%, 95% UI: -0.04% - 0.06%). TBI caused 7.08 million (95% UI: 5.00 - 9.59) YLDs in 2019, with age-standardized rates of 86.5 per 100,000 population (95% UI: 61.1 - 117.2). In 2019, the countries with higher incidence rates were mainly distributed in Central Europe, Eastern Europe, and Australia. The 2019 global age-standardized incidence rate was higher in males than in females. The 2019 global incidence of moderate and severe TBI was 182.7 per 100,000 population, accounting for 52.8% of all TBI, with falls and road traffic injuries being the main causes in most regions. CONCLUSIONS The incidence of moderate and severe TBI was slightly higher in 2019, and TBI still accounts for a significant portion of the global injury burden. The likelihood of moderate to severe TBI and the trend of major injury under each injury cause from 1990 to 2019 and the characteristics of injury mechanisms in each age group are presented, providing a basis for further research on injury causes in each age group and the future establishment of corresponding policies and protective measures.
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Affiliation(s)
- Xiao-Fei Huang
- Department of Emergency Surgery, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China; Department of Emergency, Affiliated Hospital of Zunyi Medical University, Zunyi, 563003, Guizhou province, China
| | - Shuai-Feng Ma
- Department of Emergency, Affiliated Hospital of Zunyi Medical University, Zunyi, 563003, Guizhou province, China
| | - Xu-Heng Jiang
- Department of Emergency, Affiliated Hospital of Zunyi Medical University, Zunyi, 563003, Guizhou province, China
| | - Ren-Jie Song
- Department of Emergency, Affiliated Hospital of Zunyi Medical University, Zunyi, 563003, Guizhou province, China
| | - Mo Li
- Department of Emergency, Affiliated Hospital of Zunyi Medical University, Zunyi, 563003, Guizhou province, China
| | - Ji Zhang
- Department of Emergency, Affiliated Hospital of Zunyi Medical University, Zunyi, 563003, Guizhou province, China
| | - Tian-Jing Sun
- Department of Emergency, Affiliated Hospital of Zunyi Medical University, Zunyi, 563003, Guizhou province, China
| | - Quan Hu
- Department of Emergency, Affiliated Hospital of Zunyi Medical University, Zunyi, 563003, Guizhou province, China
| | - Wen-Rui Wang
- Department of Emergency, Affiliated Hospital of Zunyi Medical University, Zunyi, 563003, Guizhou province, China
| | - An-Yong Yu
- Department of Emergency, Affiliated Hospital of Zunyi Medical University, Zunyi, 563003, Guizhou province, China.
| | - He Li
- Department of Emergency Surgery, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China.
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Pei LX, Chan H, Shum LK, Jae L, Staples JA, Taylor JA, Harris DR, Brubacher JR. Demographic and clinical profile of an inception cohort of road trauma survivors. BMC Public Health 2023; 23:1534. [PMID: 37568139 PMCID: PMC10422727 DOI: 10.1186/s12889-023-16487-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 08/09/2023] [Indexed: 08/13/2023] Open
Abstract
BACKGROUND Road trauma is a major public health concern, often resulting in reduced health-related quality of life and prolonged absenteeism from work even after so-called 'minor' injuries that do not result in hospitalization. This manuscript compares pre-injury health, sociodemographic characteristics and injury details between age, sex, and road user categories in a cohort of 1,480 road trauma survivors. METHODS This was a prospective observational inception cohort study of road trauma survivors recruited between July 2018 and March 2020 from three trauma centres in British Columbia, Canada. Participants were aged ≥ 16 years and arrived in a participating emergency department within 24 h of involvement in a motor vehicle collision. Data were collected from structured interviews and review of medical records. RESULTS The cohort of 1,480 road trauma survivors included 280 pedestrians, 174 cyclists, 118 motorcyclists, 683 motor vehicle drivers, and 225 passengers. Median age was 40 (IQR = [27, 57]) years; 680 (46%) were female. Males and younger patients were significantly more likely to report better pre-injury physical health. Motorcyclists and cyclists tended to report better physical health and less severe somatic symptoms, whereas pedestrians and motor vehicle drivers reported better mental health. Injury severity and hospital admission rates were higher in pedestrians and motorcyclists and lower in motorists. Upper and lower extremity injuries were most common in pedestrians, cyclists and motorcyclists, whereas neck injuries were most common in motor vehicle drivers and passengers. CONCLUSIONS In a large cohort of road trauma survivors, overall injury severity was low. Motorcyclists and pedestrians, but not cyclists, had more severe injuries than motorists. Extremity injuries were more common in vulnerable road users. Future research will investigate one-year recovery outcomes and identify risk factors for poor recovery.
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Affiliation(s)
- Lulu X Pei
- Department of Emergency Medicine, University of British Columbia, Vancouver, Canada
| | - Herbert Chan
- Department of Emergency Medicine, University of British Columbia, Vancouver, Canada
| | - Leona K Shum
- Department of Emergency Medicine, University of British Columbia, Vancouver, Canada
| | - Lina Jae
- Department of Emergency Medicine, University of British Columbia, Vancouver, Canada
| | - John A Staples
- Department of Medicine, University of British Columbia, Vancouver, Canada
| | - John A Taylor
- Department of Emergency Medicine, University of British Columbia, Vancouver, Canada
| | - Devin R Harris
- Department of Emergency Medicine, University of British Columbia, Vancouver, Canada
| | - Jeffrey R Brubacher
- Department of Emergency Medicine, University of British Columbia, Vancouver, Canada.
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McKinlay A, Mitchell G, Bertenshaw C. Review article: DINED (Delivery-related INjuries in the Emergency Department) part 1: A scoping review of risk factors and injuries affecting food delivery riders. Emerg Med Australas 2022; 34:150-156. [PMID: 35037394 DOI: 10.1111/1742-6723.13927] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 12/01/2021] [Accepted: 12/04/2021] [Indexed: 11/29/2022]
Abstract
This scoping review describes the current state of research about two-wheeled delivery riders who have been injured while performing commercial food delivery. The key areas of interest are the patterns of injury, associated risk factors and current gaps in knowledge. Five databases were searched to identify key papers that describe injuries to two-wheeled food delivery riders. Papers were assessed for quality and eligibility and key information was extracted relating to patterns of injury and risk factors. From an initial 264 records from PubMed, Embase, CINAHL, Scopus and SafetyLit, studies were screened by title, abstract and full text to yield 12 key papers for analysis. No papers reporting on Australian data were identified. Men comprise over 85% of workers in the food delivery industry. The average age of injured riders varies by country, but is commonly under 30 years old. Most injuries are lower limb musculoskeletal injuries, although there are no consistent data about frequency, severity or cost to the healthcare system. Twenty-three key risk factors were categorised according to rider characteristics, working conditions and environmental factors. The most common risk factors were younger age, lack of driving experience, time-pressured work and inadequate protective gear. There are very few publications describing food delivery rider injuries and risk factors. This is an emerging industry in which the worker population may be younger and more vulnerable. Given the different legal and cultural contexts across different countries, Australian-specific research is needed.
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Affiliation(s)
- Andrew McKinlay
- Emergency and Trauma Centre, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia.,The University of Queensland, Brisbane, Queensland, Australia
| | - Gary Mitchell
- Emergency and Trauma Centre, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia.,The University of Queensland, Brisbane, Queensland, Australia.,Jamieson Trauma Institute, Brisbane, Queensland, Australia
| | - Claire Bertenshaw
- Emergency and Trauma Centre, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia.,Queensland Ambulance Service, Brisbane, Queensland, Australia
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