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1.
Int J Occup Med Environ Health ; 37(2): 234-243, 2024 05 20.
Article in English | MEDLINE | ID: mdl-38721914

ABSTRACT

OBJECTIVES: In Poland, there are numerous cases of injuries caused by sharp instruments annually, still significantly more than in other European Union countries. The aim of this study was to analyze work-related injuries among healthcare workers in a selected hospital before and after the implementation of safety-engineered devices (SED). MATERIAL AND METHODS: Retrospective analysis of medical documentation regarding occupational needlestick and sharps injuries (NSSI) in a tertiary referral surgical hospital in 1998-2018. The study group consisted of nurses and doctors who had been injured and reported the incident. The frequency of injury reports, injury rate, and characterization of circumstances surrounding NSSI are presented. RESULTS: Over the period of 20 years, a total of 257 NSSI incidents were reported. The average injury rate was statistically significant for nurses (p = 0.004) and was higher before the introduction of SED. Moreover, the number of injuries among nurses showed a downward trend during the study period. However, for doctors, there was no statistically significant difference in the median puncture rate (p = 0.099), and the number of injuries showed an increasing trend. CONCLUSIONS: In this study, the authors' have demonstrated not only the occurrence of injuries and punctures in the daily work of medical personnel but also the potential for their reduction through the use of safety equipment at every workstation where healthcare services are provided using sharp medical instruments. Int J Occup Med Environ Health. 2024;37(2):234-43.


Subject(s)
Needlestick Injuries , Tertiary Care Centers , Needlestick Injuries/epidemiology , Needlestick Injuries/prevention & control , Humans , Retrospective Studies , Poland/epidemiology , Occupational Injuries/epidemiology , Occupational Injuries/prevention & control , Male , Female , Adult , Protective Devices/statistics & numerical data
2.
Am J Ind Med ; 67(7): 592-609, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38721978

ABSTRACT

BACKGROUND: There is little information about predictors of physical therapy (PT) use among injured workers with back pain. The primary objective of this study is to investigate the associations between PT use and baseline factors not routinely captured in workers' compensation (WC) data. METHODS: We conducted a secondary analysis using the Washington State Workers' Compensation Disability Risk Identification Study Cohort, which combines self-reported surveys with claims data from the Washington State Department of Labor and Industries State Fund. Workers with an accepted or provisional WC claim for back injury between June 2002 and April 2004 were eligible. Baseline factors for PT use were selected from six domains (socio-demographic, pain and function, psychosocial, clinical, health behaviors, and employment-related). The outcome was a binary measure for PT use within 1 year of injury. Bivariate and multivariable logistic regression models were conducted to evaluate the associations between PT use and baseline factors. RESULTS: Among the 1370 eligible study participants, we identified 673 (49%) who received at least one PT service. Baseline factors from five of the six domains (all but health behaviors) were associated with PT use, including gender, income, pain and function measures, injury severity rating, catastrophizing, recovery expectations, fear avoidance, mental health score, body mass index, first provider seen for injury, previous injury, and several work-related factors. CONCLUSION: We identify baseline factors that are associated with PT use, which may be useful in addressing disparities in access to care for injured workers with back pain in a WC system.


Subject(s)
Back Pain , Occupational Injuries , Physical Therapy Modalities , Workers' Compensation , Humans , Washington , Male , Female , Adult , Workers' Compensation/statistics & numerical data , Middle Aged , Occupational Injuries/epidemiology , Physical Therapy Modalities/statistics & numerical data , Back Pain/epidemiology , Logistic Models , Occupational Diseases/epidemiology , Occupational Diseases/therapy , Back Injuries/epidemiology
3.
Am J Ind Med ; 67(7): 667-676, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38738969

ABSTRACT

BACKGROUND: Hospital patient-care workers have high occupational injury rates. While physical hazards within hospital work environments are established determinants of injury, social exposures may also contribute. This study examined how reports of unfair treatment at work, a dimension of work-related experiences of discrimination, were associated with injury among hospital-based patient-care workers. METHODS: We used data from the Boston Hospital Workers Health Study, a longitudinal cohort of nurses and nursing assistants at two Boston-area hospitals. In 2018, we conducted a worker survey asking about three types of unfair treatment at work and occupational injuries during the past year. We used mixed-effects logistic regression models to evaluate associations between specific types, total load, and high-frequency exposure of unfair treatment with injury, adjusting for age, gender, race and ethnicity, job title, and unit type. RESULTS: Among 1001 respondents, 21% reported being humiliated in front of others at work, 28% reported being watched more closely than other workers, and 47% reported having to work twice as hard as others for the same treatment. For each type of unfair treatment, we observed a monotonic relationship with occupational injury wherein increasing frequency of exposure was associated with increased odds of injury. We also observed monotonic relationships between total load and high-frequency exposure to unfair treatment and odds of injury. CONCLUSIONS: Work-related unfair treatment is associated with injury among hospital workers. Programs and policies that focus on preventing unfair treatment may lessen injury burden in hospital workers.


Subject(s)
Occupational Injuries , Humans , Male , Female , Adult , Occupational Injuries/epidemiology , Middle Aged , Boston/epidemiology , Longitudinal Studies , Surveys and Questionnaires , Nursing Staff, Hospital/statistics & numerical data , Nursing Staff, Hospital/psychology , Nursing Assistants/statistics & numerical data , Prejudice , Workplace/statistics & numerical data
4.
Am J Ind Med ; 67(7): 646-656, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38751170

ABSTRACT

OBJECTIVES: Traumatic injury surveillance can be enhanced by describing injury severity trends. This study reports trends in work-related injury severity for males and females over the period 2004-2017 in Ontario, Canada. METHODS: A weighted measure of workers' compensation benefit expenditures was used to define injury severity, obtained from the linkage of workers' compensation claims to emergency department (ED) records where the main injury or illness was attributed to work. Denominator counts were obtained from Statistics Canada's Labor Force Survey. Trends in the annual incidence of injury, classified as low, moderate, or high severity, were examined using regression modeling, stratified by age and sex. RESULTS: Over a 14-year observation period, there were 1,636,866 ED records included in the analyses. Overall, 57.6% of occupational injury records were classified as low severity, 29.5% as moderate severity, and 12.8% as high severity conditions. There was an increase in the incidence of high severity injuries among females (annual percent change (APC): 1.52%; 95% CI: 0.77, 2.28), while the incidence of low and moderate severity injuries generally declined for males and females. Among females, injuries attributed to animate mechanical forces and assault increased as causes of low, moderate, and high severity injuries. The incidence of concussion increased for both males (APC: 10.51%; 95% CI: 8.18, 12.88) and females (APC: 16.37%; 95% CI: 13.37, 19.45). CONCLUSION: The incidence of severe work-related injuries increased among females in Ontario between 2004 and 2017. The methods applied in this surveillance study of traumatic injury severity are plausibly generalizable to applications in other jurisdictions.


Subject(s)
Musculoskeletal Diseases , Occupational Injuries , Workers' Compensation , Humans , Ontario/epidemiology , Male , Female , Occupational Injuries/epidemiology , Adult , Middle Aged , Workers' Compensation/statistics & numerical data , Incidence , Musculoskeletal Diseases/epidemiology , Musculoskeletal Diseases/etiology , Young Adult , Adolescent , Emergency Service, Hospital/statistics & numerical data , Injury Severity Score
5.
Med J Aust ; 220(11): 573-578, 2024 Jun 17.
Article in English | MEDLINE | ID: mdl-38763522

ABSTRACT

OBJECTIVES: To determine the national burden of working time lost to occupational injury and disease in Australia compensable by workers' compensation schemes; to characterise the distribution of time lost by age, sex, and injury and disease type. STUDY DESIGN: Retrospective population-based study; analysis of National Dataset for Compensation-based Statistics (NDS) data. SETTING, PARTICIPANTS: Granted workers' compensation claims by people aged 15-100 years including payment of wage replacement benefits for time off work lodged in Australia, 1 July 2012 - 30 June 2017. MAIN OUTCOME MEASURES: Working years lost (WYL) per annum (total number of years of wage replacement benefits paid to injured and ill workers), overall and by sex, age, and injury and disease type; WYL per 10 000 fulltime equivalent (FTE) years worked. RESULTS: A total of 755 330 eligible claims with complete data for analysis variables by people aged 15-100 years were identified, for compensable injuries and disease that led to 41 194 (95% confidence interval [CI], 41 020-41 368) WYL/year. The annual WYL number and rate were each higher for men (25 367 [95% CI, 25 230-25 503] WYL/year; 42.6 [95% CI, 42.1-43.1] WYL/10 000 FTE years) than for women (15 827 [95% CI, 15 720-15 935] WYL/year; 38.8 [95% CI, 38.2-39.4] WYL/10 000 FTE years). Workers aged 45-100 years made 66 742 claims per year (44.1% of all claims) but incurred 21 763 WYL/year (52.8% of all WYL). Traumatic joint and muscle injuries led to 16 494 WYL/year (40.0% of all WYL), musculoskeletal disorders to 8547 WYL/year (20.7%), mental health conditions to 5361 WYL/year (13.0%), fractures to 4276 WYL/year (10.4%), and wounds and lacerations to 3449 WYL/year (8.4%). CONCLUSIONS: Occupational injury and disease covered by workers' compensation result in lost working time in Australia equivalent to more than 41 000 fulltime jobs. Distribution of the burden reflects the greater labour force participation of men, slower recovery of older workers, and the impact of common occupational injuries and diseases. Population-based monitoring of lost working time could support effective occupational health surveillance and allocation of resources for protecting the health of Australian workers.


Subject(s)
Occupational Diseases , Occupational Injuries , Workers' Compensation , Humans , Workers' Compensation/statistics & numerical data , Male , Adult , Middle Aged , Retrospective Studies , Female , Australia/epidemiology , Adolescent , Occupational Injuries/epidemiology , Occupational Injuries/economics , Aged , Young Adult , Occupational Diseases/epidemiology , Occupational Diseases/economics , Aged, 80 and over , Cost of Illness , Sick Leave/statistics & numerical data , Sick Leave/economics
6.
PLoS One ; 19(5): e0301370, 2024.
Article in English | MEDLINE | ID: mdl-38709752

ABSTRACT

Occupational injuries in the construction industry have plagued many countries, and many cases have shown that accidents often occur because of a combination of project participants. Assembled construction (AC) projects have received extensive attention from Chinese scholars as a future trend, but few studies have explored the interrelationships and potential risks of various stakeholders in depth. This study fills this research gap by proposing a multi-stakeholder AC risk framework. The study surveyed 396 stakeholders, then analyzed the collected data and created a risk framework based on Structural Equation Modelling (SEM) and the CRITIC weighting method. The results revealed that factors like "regular supervision is a formality," "blindly approving the wrong safety measures," and "failure to organize effective safety education and training." are vital risks in AC of China. Finally, the study validates the risk factors and the framework with 180 real-life cases, which shows that the proposed framework is theoretically grounded and realistic. The study also suggests multi-level strategies such as introducing AI-based automated risk monitoring, improving the adaptability of normative provisions to technological advances, and advancing the culture of project communities of interest to ensure AC's safe practices.


Subject(s)
Construction Industry , Humans , China , Accidents, Occupational/prevention & control , Stakeholder Participation , Risk Factors , Latent Class Analysis , Occupational Injuries/prevention & control , Occupational Injuries/epidemiology , Risk Assessment/methods , Surveys and Questionnaires
7.
Int J Occup Saf Ergon ; 30(2): 559-570, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38576355

ABSTRACT

The use of data analytics has seen widespread application in fields such as medicine and supply chain management, but their application in occupational safety has only recently become more common. The purpose of this scoping review was to summarize studies that employed analytics within establishments to reveal insights about work-related injuries or fatalities. Over 300 articles were reviewed to survey the objectives, scope and methods used in this emerging field. We conclude that the promise of analytics for providing actionable insights to address occupational safety concerns is still in its infancy. Our review shows that most articles were focused on method development and validation, including studies that tested novel methods or compared the utility of multiple methods. Many of the studies cited various challenges in overcoming barriers caused by inadequate or inefficient technical infrastructures and unsupportive data cultures that threaten the accuracy and quality of insights revealed by the analytics.


Subject(s)
Occupational Health , Humans , Accidents, Occupational/prevention & control , Occupational Injuries/prevention & control , Occupational Injuries/epidemiology , Safety Management/methods
8.
Occup Environ Med ; 81(5): 232-237, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38684332

ABSTRACT

OBJECTIVES: Hospital attendance related to fire, flame or smoke exposure is commonly associated with work. The aim of this study was to examine time trends and risk factors for work-related fire/flame/smoke injuries in Victoria, Australia. METHODS: This study was based on emergency department (ED) presentation records from the Victorian Emergency Minimum Dataset, 2003-2021. Cases were people aged 15-74 years with injury-related ED presentations, if cause of injury was recorded as fire/flame/smoke, based on coded data and/or narratives. Work-related rates were calculated per employed persons; non-work rates were calculated per population. Work-related and non-work-related cases were compared using logistic regression modelling. RESULTS: There were 11 838 ED presentations related to fire/flame/smoke: 1864 (15.7%) were work-related. Non-work-related rates were 12.3 ED presentations per 100 000 population, and work-related rates were 3.43 per 100 000 employed persons annually. Over the study period, work-related rates decreased annually by 2.0% (p<0.0001), while non-work rates increased by 1.1% (p<0.0001). Work-related cases (vs non-work) were associated with summer (vs winter), but the association with extreme bushfire periods (Victorian 'Black Saturday' and 'Black Summer') was not statistically significant. Work-related cases were less severe than non-work-related cases, evidenced by triage status and subsequent admission. CONCLUSIONS: Rates of occupational fire/flame/smoke-related injury presentations decreased over the past two decades in Victoria, while non-work-related rates increased. This could reflect improved safety in the workplace. Hospital data, however, cannot be used to distinguish occupation or industry therefore, employment data linkage studies are recommended to further inform workplace preventive measures.


Subject(s)
Emergency Service, Hospital , Fires , Occupational Injuries , Smoke , Humans , Middle Aged , Adult , Male , Victoria/epidemiology , Female , Adolescent , Fires/statistics & numerical data , Aged , Occupational Injuries/epidemiology , Occupational Injuries/etiology , Emergency Service, Hospital/statistics & numerical data , Young Adult , Smoke/adverse effects , Risk Factors , Occupational Exposure/adverse effects , Occupational Exposure/statistics & numerical data , Logistic Models
9.
PLoS One ; 19(4): e0298954, 2024.
Article in English | MEDLINE | ID: mdl-38598438

ABSTRACT

BACKGROUND: Sawmill workers are at increased risk of occupational injuries due to their exposure to workplace hazards. However, little is known about the burden of occupational injuries among them in Ghana. Understanding its prevalence and associated factors is necessary to design appropriate interventions to improve workers' health and safety. This study sought to determine the prevalence and factors associated with occupational injuries among small-scale sawmill workers at Sokoban Wood Village, Kumasi. METHODS: A cross-sectional study was conducted among 138 small-scale sawmill workers from December 2020 to January 2021. Data was collected on demographic and work-related characteristics including age, sex, personal protective equipment (PPE), workspace design, and lighting. The primary outcome was the prevalence of occupational injuries in the 12 months preceding the survey. Logistic regression method was used to assess for independent predictors of occupational injuries, and associations were deemed statistically significant at p < 0.05. RESULTS: Approximately 66.7% of the workers experienced occupational injuries within the 12 months preceding the study. Cuts (69.6%) were the most commonly reported injuries. Injuries were mainly caused by machine parts/sharp objects (47.8%) and being hit by logs/objects (46.8%). Only 40.7% of the workers reported always using PPE while legs (38.0%) and hands (37.0%) were the most common body parts injured. The worker's monthly income, poor workspace design and poor lighting had increased odds of occupational injuries while an increase in age was associated with a 5% decreased odds of occupational injuries. CONCLUSION: The prevalence of occupational injuries among the sawmill workers at the Sokoban Wood Village was high, and this calls for prioritization of health and safety at the workplace. Essential measures required include improvements in the safety of machine tools, workspace design and lighting.


Subject(s)
Occupational Injuries , Humans , Cross-Sectional Studies , Ghana/epidemiology , Occupational Injuries/epidemiology , Prevalence , Wood , Male , Female
10.
Aust J Rural Health ; 32(3): 498-509, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38506552

ABSTRACT

INTRODUCTION: Farm workers are at high risk for injuries, and epidemiological data are needed to plan resource allocation. OBJECTIVE: This study identified regions with high farm-related injury rates in the Barwon South West region of Victoria, Australia, for residents aged ≥50 yr. DESIGN: Retrospective synthesis using electronic medical records of emergency presentations occurring during 2017-2019 inclusive for Local Government Areas (LGA) in the study region. For each LGA, age-standardised incidence rates (per 1000 population/year) were calculated. FINDINGS: For men and women combined, there were 31 218 emergency presentations for any injury, and 1150 (3.68%) of these were farm-related. The overall age-standardised rate for farm-related injury presentations was 2.6 (95% CI 2.4-2.7); men had a higher rate than women (4.1, 95% CI 3.9-4.4 versus 1.2, 95% CI 1.0-1.3, respectively). For individual LGAs, the highest rates of farm-related emergency presentations occurred in Moyne and Southern Grampians, both rural LGAs. Approximately two-thirds of farm-related injuries occurred during work activities (65.0%), and most individuals arrived at the hospital by transport classified as "other" (including private car, 83.3%). There were also several common injury causes identified: "other animal related injury" (20.2%), "cutting, piercing object" (19.5%), "fall ⟨1 m" (13.1%), and "struck by or collision with object" (12.5%). Few injuries were caused by machinery (1.7%) and these occurred mainly in the LGA of Moyne (65%). DISCUSSION AND CONCLUSION: This study provides data to inform future research and resource allocation for the prevention of farm-related injuries.


Subject(s)
Wounds and Injuries , Humans , Female , Male , Victoria/epidemiology , Aged , Middle Aged , Retrospective Studies , Aged, 80 and over , Wounds and Injuries/epidemiology , Farms/statistics & numerical data , Emergency Service, Hospital/statistics & numerical data , Farmers/statistics & numerical data , Occupational Injuries/epidemiology , Incidence
11.
PLoS One ; 19(3): e0301339, 2024.
Article in English | MEDLINE | ID: mdl-38547303

ABSTRACT

BACKGROUND: Workers are exposed to workplace hazards which increase their risk of occupational injury. Data on occupational injuries and associated factors are important for planning and informing national policy regarding workplace health and safety. This study sought to estimate the prevalence and factors associated with occupational injuries among workers in an industrial city in Ghana. METHODS: A community-based cross-sectional survey was conducted among 459 workers in the Tema industrial enclave in Ghana from 22nd December 2020 to 27th February 2021. Participants were recruited using a two-stage sampling technique. Eight communities were randomly selected from twenty-five communities in the first stage while households in each community were randomly selected in the second stage. Data on socio-demographic characteristics, occupational health and safety and occupational injuries were collected. Logistic regression was used to examine the relationship between occupational injuries and associated factors. RESULTS: The mean age of the workers was 33.9 (±6.8) years with a range of 21-53 while over 18.1% of them were working at the Port and Harbour. The prevalence of occupational injury among the workers in the preceding twelve months was 64.7%. The mechanism of injury was mainly the use of working tools (45.8%) and hot surfaces, substances or chemicals (14.1%). Being a casual staff (AOR: 2.26, 95%CI: 1.04-4.92), working at Port and Harbour (AOR: 3.77, 95%CI: 1.70-8.39), no health and safety training (AOR: 2.18, 95%CI: 1.08-4.39), dissatisfaction with health and safety measures (AOR: 4.31, 95%CI: 2.12-8.78) and tertiary education (AOR: 0.03, 95%CI: 0.01-0.10) were significantly associated with occupational injuries. CONCLUSION: The prevalence of occupational injuries in this study was high. Promoting machine tools' safety, health and safety training, and satisfaction with health and safety measures through rewarding workers who do not sustain injuries could be key to employees' health and safety.


Subject(s)
Occupational Injuries , Humans , Young Adult , Adult , Middle Aged , Occupational Injuries/epidemiology , Prevalence , Ghana/epidemiology , Cross-Sectional Studies , Industry
12.
Med Care ; 62(5): 346-351, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38546387

ABSTRACT

BACKGROUND: Workplace injuries adversely affect worker well-being and may worsen staffing shortages and turnover in nursing homes. A better understanding of the trends in injuries in nursing homes including organizational factors associated with injuries can help improve our efforts in addressing worker injuries. OBJECTIVE: To summarize the trends in injuries and organizational correlates of injuries in US nursing homes. RESEARCH DESIGN: We combine national injury tracking data from the Occupational Safety and Health Administration (2016-2019) with nursing home characteristics from Nursing Home Compare. Our outcomes include the proportion of nursing homes reporting any injuries, the mean number of injuries, and the mean number of injuries or illnesses with days away from work, or job transfer or restriction, or both (DART). We descriptively summarize trends in injuries over time. We also estimate the association between nursing home characteristics and injuries using multivariable regressions. RESULTS: We find that approximately 93% of nursing homes reported at least 1 occupational injury in any given year. Injuries had a substantial impact on productivity with 4.1 DART injuries per 100 full-time employees in 2019. Higher bed size, occupancy, RN staffing, and chain ownership are associated with increased DART rates whereas higher overall nursing home star ratings and for-profit status are associated with decreased DART rates. CONCLUSIONS: A high proportion of nursing homes report occupational injuries that can affect staff well-being, productivity, and quality of care. Injury prevention policies should target the types of injuries occurring in nursing homes and OSHA should monitor nursing homes reporting high and repeated injuries.


Subject(s)
Occupational Injuries , Humans , Occupational Injuries/epidemiology , Nursing Homes , Workplace , Skilled Nursing Facilities
13.
J Safety Res ; 88: 16-23, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38485358

ABSTRACT

INTRODUCTION: Work-related injuries are a common lagging safety indicator whereas safety climate assessments can help identify constructs serving as leading indicators. The National Institute for Occupational Safety and Health (NIOSH) partnered with the U.S. Department of the Air Force (DAF) Safety Center to examine the association between perceptions of safety climate survey constructs and the number of injury events within the DAF workforce. METHODS: The DAF administers voluntary, anonymous, occupation-specific safety climate surveys to DAF workers using the internal Air Force Combined Mishap Reduction System (AFCMRS). Survey responses from 2014 to 2018 provided by DAF workers and injury events in maintenance, support, and operations occupations were shared with NIOSH. Exploratory Factor Analysis revealed five constructs: Leadership and Communication; Organizational Safety Priority; Error Management; Resource Adequacy; and Deployment/Official Travel Impact. Squadron-level analysis included bivariate correlations and estimated Rate Ratios (RRs). RESULTS: 1,547 squadrons administered the survey, averaging 144 workers and 15.8 reportable injuries per squadron. Higher (more favorable) squadron-level construct scores were consistently correlated with fewer reported injuries (p < 0.001). Controlling for the number of workers, RRs revealed significant reductions in injury rates with each one-unit increase in responses: Leadership and Communication RR = 0.40 (95%CI: 0.32-0.48); Organizational Safety Priority RR = 0.50 (95%CI: 0.40-0.64); Error Management RR = 0.37 (95%CI: 0.30-0.47); Deployment/Official Travel Impact RR = 0.36 (95%CI: 0.29-0.45). Resource Adequacy revealed a non-significant lower injury rate RR = 0.87 (95%CI: 0.73-1.04). CONCLUSIONS: This unique study quantified safety climate and the association with injuries across a multi-year period. While safety climate measurements may be limited by frequent turnover and the self-reported, voluntary, anonymous nature of AFCMRS, the strength of this study is in the census of injuries. PRACTICAL APPLICATIONS: Future research should include longitudinal analyses to examine the impact on injuries when squadron leaders are provided feedback on safety climate survey results.


Subject(s)
Occupational Injuries , Organizational Culture , Humans , United States/epidemiology , Occupational Injuries/epidemiology , Surveys and Questionnaires , Occupations , Self Report
14.
J Agromedicine ; 29(3): 372-383, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38445302

ABSTRACT

OBJECTIVES: The objectives of this study on the forestry and logging workforce are to: 1) Analyze causes of injuries/fatalities to inform future intervention studies focused on risk mitigation, 2) determine whether there are any trends or associations between work-related risk factors and workplace injuries/fatalities over a 16-year period (2003-2019), and 3) identify knowledge gaps related to injuries and fatalities for future studies to address. METHODS: Data on fatalities, injuries, and illnesses of the forestry and logging workforce from the United States Bureau of Labor Statistics were analyzed. Correlation analysis (p < .05) was conducted to assess the relationship between causes of forestry and logging workforce fatalities by cause of fatality in the United States. Injury and fatality rates were calculated for each year (fatalities: 2003-2018; injuries: 2005-2019) and time span-specific incidence rates were calculated by cause. RESULTS: Contact with objects and equipment was the primary cause of injuries and fatalities in the forestry and logging workforce during the study period. Transportation-related incidents ranked second as the cause of fatalities, while the category of falls, slips, and trips was the second leading cause of injuries. CONCLUSION: Gaps in occupational health and safety identified by this study should be collaboratively addressed by researchers and the forestry industry.


Subject(s)
Accidents, Occupational , Forestry , Occupational Injuries , Forestry/statistics & numerical data , Humans , United States/epidemiology , Occupational Injuries/epidemiology , Occupational Injuries/mortality , Risk Assessment , Retrospective Studies , Accidents, Occupational/statistics & numerical data , Accidents, Occupational/mortality , Risk Factors , Farmers/statistics & numerical data
15.
J Agromedicine ; 29(3): 508-510, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38456661

ABSTRACT

The agriculture industry lacks novel techniques for analyzing risks facing its workers. Although injuries are common in this field, existing datasets and tools are insufficient for risk assessment and mitigation for two primary reasons: they provide neither immediate nor long-term risk mitigation advice, and they do not account for hazards which fluctuate daily. The purpose of Demeter is to collect safety data about hazards on farms and produce risk analysis and mitigation reports. This application uses a combination of formula-based risk calculations and state-of-the-art graph neural networks (GNNs) to perform risk analysis and reduction. The formula-based risk calculations had a mean absolute error (MAE) of 0.2110, and the GNN had an accuracy of 94.9%, a precision of 0.3521, and a recall of 0.8333. Demeter has the potential to reduce the number of injuries and fatalities among agriculture workers by alerting them to risks present in their daily workflow and suggesting safety precautions.


Subject(s)
Agriculture , Farmers , Humans , Farmers/statistics & numerical data , Risk Assessment/methods , Agriculture/instrumentation , Accidents, Occupational/prevention & control , Occupational Health/standards , Neural Networks, Computer , Occupational Injuries/prevention & control , Occupational Injuries/epidemiology
16.
J Occup Environ Hyg ; 21(3): 189-201, 2024 03.
Article in English | MEDLINE | ID: mdl-38408355

ABSTRACT

Work-related deaths are a persistent occupational health issue that can be prevented. However, prevention opportunities can be hampered by a lack of adequate public health resources. The Western States Occupational Network (WestON) is a network of federal, state, and local occupational health professionals that includes a 19-state region of the United States. To encourage public health collaboration, WestON partners examined work-related fatalities within the region. Fatality counts (numerators) were obtained from the U.S. Bureau of Labor Statistics (BLS) Census of Fatal Occupational Injuries restricted-access research files for all workers ages ≥15 years and fatally injured in WestON states from 2011 through 2017. Estimates of full-time equivalent hours worked (FTE) (denominators) were retrieved from the BLS Current Population Survey. Annual average fatality rates were calculated as number of fatalities per 100,000 FTE over the study period. Rates were stratified by state, select demographics, industry sector, and event/exposure types. Pearson chi-squared tests and rate ratios with 95% confidence probability limits were used to assess rate differences. All analyses were conducted using SAS v.9.4. From 2011 through 2017, the annual average overall occupational fatality rate for the WestON region was 3.5 fatalities per 100,000 FTE, comparable to the overall U.S. fatality rate. Male workers had a fatality rate almost 10 times higher than female workers in the region. Fatality rates increased with successive age groups. Alaska and New Mexico had significantly higher fatality rates for all racial/ethnic groups compared to respective regional rates. Wyoming, North Dakota, and Montana had the three highest occupational fatality rates among foreign-born workers. Agriculture/forestry/fishing, mining/oil/gas extraction, and transportation/warehousing/utilities were industry sector groups with the three highest fatality rates regionally. Transportation-related incidents were the most frequent event type associated with occupational fatalities for all 19 states. Work-related fatalities are a crosscutting occupational public health priority. This analysis can be an impetus for collaborative multistate initiatives among a dynamic and varied occupational public health network to better meet the needs of a rapidly changing workforce.


Subject(s)
Occupational Health , Occupational Injuries , Male , United States/epidemiology , Humans , Female , Occupational Injuries/epidemiology , Accidents, Occupational/prevention & control , Industry , Employment
17.
Am J Ind Med ; 67(4): 341-349, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38356274

ABSTRACT

BACKGROUND: To examine occupational injury rates in a dual-response emergency medical services (EMS) system before and after implementation of a power-lift stretcher system. METHODS: The seasonally-adjusted occupational injury rate was estimated relative to medical call volume (per 1000 calls) and workers (per 100 FTEs) from 2009 to 2019, and stratified by severity (lost-time, healthcare only), role (EMS, FIRE) and type (patient-handling). Power-lift stretchers were adopted between 2013 and 2015. Preinjury versus postinjury rates were compared using binomial tests. Interrupted time series (ITS) analysis was used to estimate the trend and change in injuries related to patient-handling, with occupational illnesses serving as control. RESULTS: Binomial tests revealed varied results, with reductions in the injury rate per 1000 calls (-14.0%) and increases in the rate per 100 FTEs (+14.1%); rates also differed by EMS role and injury severity. ITS analysis demonstrated substantial reductions in patient-handling injuries following implementation of power-lift stretchers, both in the injury rate per 1000 calls (-50.4%) and per 100 FTEs (-46.6%), specifically among individuals deployed on the ambulance. Injury rates were slightly elevated during the winter months (+0.8 per 100 FTEs) and lower during spring (-0.5 per 100 FTEs). CONCLUSIONS: These results support the implementation of power-lift stretchers for injury prevention in EMS systems and demonstrate advantages of ITS analysis when data span long preintervention and postintervention periods.


Subject(s)
Emergency Medical Services , Occupational Diseases , Occupational Injuries , Stretchers , Humans , Occupational Injuries/epidemiology , Occupational Injuries/prevention & control , Ambulances
18.
Am J Ind Med ; 67(4): 376-383, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38356289

ABSTRACT

BACKGROUND: Inhalation injuries due to acute occupational exposures to chemicals are preventable. National surveillance of acute inhalation exposures is limited. This study identified the most common acute inhalation exposure-related incidents by industry sector among US workers. METHODS: To characterize inhalation-related injuries and their exposures during April 2011-March 2022, state and federal records from the Occupational Safety and Health Administration (OSHA) Occupational Safety and Health Information System (OIS) accident database were analyzed. Industry-specific injury, hospitalization, and fatality rates were calculated. RESULTS: The most frequent acute inhalation incidents investigated by OSHA were caused by inorganic gases (52.9%) such as carbon monoxide (CO) or acids, bases, and oxidizing chemical agents (12.9%) such as anhydrous ammonia. The largest number of fatal and nonfatal injuries were reported in the manufacturing (28.6%) and construction (17.2%) sectors. CONCLUSIONS: Workers were affected by acute inhalation exposures in most industries. Using this surveillance, employers can recognize frequently-occurring preventable acute inhalation exposures by industry, such as inorganic gases in the manufacturing sector, and implement prevention measures. Training of workers on exposure characteristics and limits, adverse health effects, and use of protective equipment by exposure agent can prevent inhalation injuries.


Subject(s)
Occupational Exposure , Occupational Injuries , Humans , United States/epidemiology , Occupational Injuries/epidemiology , Accidents, Occupational , Industry , Occupational Exposure/adverse effects , Gases
19.
J Agromedicine ; 29(2): 289-296, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38380903

ABSTRACT

OBJECTIVE: Generation of reliable data underpins the effectiveness of Occupational Health and Safety (OHS) surveillance systems. Despite the importance of understanding OHS data systems, there are few papers that provide overviews of their structure and/or content. This paper introduces a basic framework for assessing OHS data systems that will be of use to researchers internationally. We applied this approach to assess the Irish OHS data system by undertaking a data mapping exercise. METHOD: We developed a checklist based on recommendations of monitoring and measurement of OHS proposed by the National Academies of Sciences, Engineering, and Medicine (USA). An assessment of published reports that present systematic OHS surveillance data was undertaken to identify the institutions or organisations responsible for collecting and curating the data, their remit, and, associated with this, their respective case definitions. We then provide an overview of the variables collected and these are then mapped against the checklist. RESULTS: The assessment highlights that whilst the farm fatalities dataset provides complete coverage of all fatalities, regardless of age or employment status, the same is not true of the three non-fatal injuries datasets reviewed. There are important differences in the data collection methods and, associated with this, which populations are covered. PRACTICAL APPLICATION: The assessment approach provides valuable insights into the strengths and weaknesses of a critical element of OHS surveillance systems, namely the production of datasets. This knowledge is important for researchers as understanding the data that informs their research is fundamental to good science. It is critical for policy-makers and other stakeholders to understand the strengths and weaknesses on which OHS policy, strategies, or education and training interventions are developed.


Subject(s)
Occupational Health , Occupational Injuries , Humans , Farms , Data Systems , Occupational Injuries/epidemiology
20.
BMJ Open ; 14(2): e071776, 2024 Feb 20.
Article in English | MEDLINE | ID: mdl-38382965

ABSTRACT

OBJECTIVES: Occupational moral injury and post-traumatic embitterment disorder (PTED) describe the psychological distress caused by exposure to injustice at work. This meta-analysis aims to determine the prevalence of occupational moral injury and PTED and establish whether prevalence estimates differ depending on occupation. DESIGN: A systematic review and meta-analysis. DATA SOURCES: Google Scholar, PubMed, APA PsycINFO, Web of Science Core Collection, Scopus, ScienceDirect and Sage Journals Online were searched in June 2020 and updated in November 2022. ELIGIBILITY CRITERIA FOR SELECTING STUDIES: Observational studies that measured prevalence or average scores of moral injury, or PTED in any occupational group and any geographical location. DATA EXTRACTION AND SYNTHESIS: Two independent reviewers screened and coded eligible studies. Study design, participant demographics, sampling method, location, measurement tool and prevalence or average scores were extracted. Risk of bias was assessed using the Quality Assessment Checklist for Prevalence Studies tool. Meta-analysis was conducted using random effects models. Results that could not be combined were summarised qualitatively in a narrative synthesis using the Guidance for Systematic Reviews. RESULTS: In total, 88 studies across armed forces and veterans, healthcare, first responders, educators, journalists, child protection service employees, the unemployed, public-sector employees and mixed occupations were included. Studies included in each separate meta-analysis based on the measure used ranged from 2 to 30. The pooled prevalence of clinically relevant moral injury in healthcare professionals was 45%, and exposure to any potentially morally injurious event (PMIE) across occupations was 67%. Exposure to transgressions by others and betrayal was significantly lower in the armed forces than civilian occupations. Pooled prevalence of PTED across occupations was 26%. CONCLUSION: Exposure to PMIEs, moral injury symptoms and PTED are prevalent at work and exposure to transgressions by others and betrayal are more likely in civilian occupations than the armed forces. PROSPERO REGISTRATION NUMBER: CRD42020191766.


Subject(s)
Occupational Diseases , Occupational Exposure , Occupational Injuries , Stress Disorders, Post-Traumatic , Child , Humans , Stress Disorders, Post-Traumatic/etiology , Stress Disorders, Post-Traumatic/complications , Occupational Diseases/etiology , Prevalence , Occupational Exposure/analysis , Cost of Illness , World Health Organization , Occupational Injuries/epidemiology , Occupational Injuries/complications
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