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Occupational and Environmental Medicine

BMJ

Preprints posted in the last 90 days, ranked by how well they match Occupational and Environmental Medicine's content profile, based on 15 papers previously published here. The average preprint has a 0.01% match score for this journal, so anything above that is already an above-average fit.

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Evaluating trends in new cases of Work-Related Mental Ill-health after introduction of The Health and Safety Executives Management Standards

Gittins, M.; Iheozor-Ejiofor, Z.; Carder, M.; Money, A.; Iskandar, I.; Gartland, N.; Fishwick, D.; Seed, M.; Mchale, G.; Byrne, L.; van Tongeren, M.

2026-05-12 occupational and environmental health 10.64898/2026.05.08.26352738 medRxiv
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BackgroundWork-related stress (WRS) accounts for 52% of self-reported work-related ill-health. In 2004, the Health and Safety Executive (HSE) developed the Management Standards (MS), aimed at helping organisations reduce WRS. This work investigates WRS post implementation, with reference to six MS risk factor domains: control, support, relationships, demand, change, and role. MethodCases of WRS were extracted from The Health and Occupation Research (THOR) database and mapped to the six domains. Trends in WRS incidence rates attributed to each of the domains were split at 2004 and compared with the overall WRS trend using mixed generalised regression models. ResultsBefore 2004, annual incidence in WRS increased by 1.4%(-0.5%,3.1%), whereas after 2004, there was a decrease of -0.9%(-1.5%,-0.2%), based on 10,815 WRS cases reported between 1996 and 2019. Three of the six MS domains (demands, relationships, and change) were reported in [~]82% of cases. Pre-2004, four of the six domains were observed to be increasing per year. Post 2004, cases increasingly contained multiple precipitating events e.g. demands + another (+2.6% per year) and relationships + another (6.1%). Reports of the two most common domains decreased post 2004 (demands -0.46%, relationships -0.55% per year), whereas incidence in less common domains increased (change 1.1%, support 2.4%, control 4.8%, role 4.7%). ConclusionTrends in WRS, and their common risk factors appear to be decreasing gradually, since introduction of MS in 2004. However, less common risk factors are becoming more prominent, contributing to reporting of WRS with multiple risk factors.

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Occupational hierarchy, racialization, and COVID-19 health outcomes among meat processing plant workers in Alberta: a community-engaged mixed-methods study

Essar, M. Y.; Norrie, E.; Cerino, E. R.; Antonio, M.; Saad, A.; Yemane, M.; Holdbrook, L.; Sahilie, A.; Youssef, M.; Hassan, N.; Magwood, O.; Edwards, S. T.; Spitzer, D.; Coakley, A.; Pottie, K.; Fabreau, G. E.

2026-05-20 public and global health 10.64898/2026.05.14.26353257 medRxiv
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Background Meat processing plants in Alberta, Canada experienced among North America's largest COVID-19 outbreaks. We examined health impacts among workers by occupational hierarchy and equity-relevant characteristics. Methods This exploratory sequential mixed-methods study was guided by community-based participatory research and the PROGRESS-Plus framework. Multilingual qualitative interviews and surveys using validated instruments were conducted among meat plant workers who experienced outbreaks. Interviews were analysed using inductive-deductive thematic analysis. Multivariable logistic regression and linear regression estimated associations between occupational group, racialization, facility, and self-reported COVID-19 diagnosis, physical and mental health, and mean Everyday Discrimination Scale score. We integrated findings using joint displays. Findings Qualitative and integrated analysis of thirty-six interviews described occupational hierarchy shaping unequal protection, limited communication, constrained agency, and psychosocial harms, amplified by income insecurity and family separation. Among 187 survey respondents, compared with general labour, skilled labour (aOR 0.38; 95% CI 0.15-0.89) and management (aOR 0.13; 95% CI 0.01-0.75) had lower odds of reported COVID-19 diagnosis. Compared with Black workers, other racialized workers had lower odds of reporting fair or poor mental (aOR 0.24; 95% CI 0.09-0.58) and physical health (aOR 0.20; 95% CI 0.06-0.54). Compared with workers from the primary facility, others reported lower mean everyday discrimination scores ({beta} = -0.54; 95% CI -0.96 to -0.12). Interpretation COVID-19 harms followed workplace social hierarchies. Pandemic preparedness should combine infection-control measures with paid sick leave and income protection, multilingual communication, enforceable anti-discrimination standards, and independent reporting mechanisms. Funding Canadian Institutes for Health Research (CIHR Application no. 469206). Keywords COVID-19, immigrant workers, migrants, essential workers, health equity, occupational health, PROGRESS Plus

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The wellbeing paradox: High resilience and psychological distress in the transition out of UK policing

Vaportzis, E.; Edwards, W.

2026-03-16 occupational and environmental health 10.64898/2026.03.14.26348403 medRxiv
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This study investigated the wellbeing of UK police officers transitioning out of service, examining retirees, early leavers, and those within 12 months of retirement (N = 370). Using the Job Demands-Resources model, the research identifies a wellbeing paradox: leavers demonstrate high resilience and subjective wellbeing alongside significantly elevated psychological distress compared to general population norms. Findings reveal that recently retired ([≤]5 years) and soon-to-retire groups are particularly vulnerable, reporting lower quality of life and higher distress than long-term retirees. Perceived organisational support and resilience emerged as critical buffers against the psychological burden of a policing career. However, participants identified significant unmet needs for career, financial, and mental health guidance during the transition. The study highlights that the anticipatory retirement period is an acute window of vulnerability, suggesting that proactive, targeted organisational interventions are essential to mitigate the lasting psychological burden of policing and ensure successful civilian transitions.

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Years Lived without Chronic Diseases after Statutory Retirement - A Register Linkage Follow-up Study in Finland 2000-2021

Pietilainen, O.; Salonsalmi, A.; Rahkonen, O.; Lahelma, E.; Lallukka, T.

2026-04-13 public and global health 10.64898/2026.04.12.26348889 medRxiv
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Key points1) Women get to spend more healthy years on retirement, but no clear occupational class gradient could be seen. 2) Retiring early to statutory retirement is associated with more healthy years on retirement. 3) Policies aiming to change the retirement age should consider the equitability and effects on the health of the retirees. ObjectivesLonger lifespans lead to longer time on retirement, despite the efforts to raise the retirement age. Therefore, it is important to study how the retirement years can be spent without diseases. This study examined socioeconomic and sociodemographic differences in healthy years spent on retirement. MethodsWe followed a cohort of retired Finnish municipal employees (N=4231, average follow-up 15.4 years) on national administrative registers for major chronic diseases: cancer, coronary heart disease, cerebrovascular disease, diabetes, asthma or chronic obstructive pulmonary disease, dementia, mental disorders, and alcohol-related disorders. Median healthy years on retirement and age at first occurrence of illness (ICD-10 and ATC-based) in each combination of sex, occupational class, and age of retirement were predicted using Royston-Parmar models. Prevalence rates for each diagnostic group were calculated. ResultsMost healthy years on retirement were spent by women having worked in semi-professional jobs who retired at age 60-62 (median predicted healthy years 11.6, 95% CI 10.4-12.7). The least healthy years on retirement were spent by men having worked in routine non-manual jobs who retired after age 62 (median predicted healthy years 6.5, 95% CI 4.4-9.5). Diabetes was slightly more common among lower occupational class women, and dementia among manual working women having retired at age 60-62. DiscussionHealthy years on retirement are not enjoyed equally by women and men and those who retire early or later. Policies aiming to increase the retirement age should consider the effects of these gaps on retirees and the equitability of those effects.

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Incidence and Predictors of Burnout in Healthcare Postgraduate Trainees Under a Widespread, High-Demand Sanitary Crisis: A Longitudinal, Observational Study.

Costa, T. F.; Pinho, R. d. N. L.; Silva, N. M.; Areal, A. F. B.; Salles, A. d. M.; Oliveira, A. P. R. A.; Rassi, C. H. R. E.; Gomes, C. M.; da Silva, D. L. M.; Oliveira, F. A. R. d.; Jochims, I.; Vaz Filho, I. H. R.; Oliveira, L. A. d. B.; Rosal, M. A.; Soares, M. V. A.; Kurizky, P. S.; Peterle, V. C. U.; Gomides, A. P. M.; Simaan, C. K.; Amado, V. M.; Albuquerque, C. P. d.; Mota, L. M. H. d.

2026-05-10 psychiatry and clinical psychology 10.64898/2026.05.07.26352624 medRxiv
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BackgroundHigh-demand sanitary crises, such as the COVID-19 pandemic, impose a high burden on healthcare professionals, increasing their risk of burnout. Healthcare postgraduate (HCP) trainees compound the general healthcare professional workforce and may face unique risks and challenges. This study aimed to evaluate the incidence of burnout and identify its predictors among healthcare postgraduate trainees during a high-demand sanitary crisis. MethodsA longitudinal observational study was conducted during the pandemic among healthcare postgraduate trainees from 67 Brazilian healthcare institutions. Participants were assessed at baseline (July to September 2020) and after an 18-months follow-up. Individuals with burnout at baseline were excluded. Several questionnaires, including the Oldenburg Burnout Inventory (OLBI) and the depressive disorder PHQ-9 scale were applied. Associations between baseline characteristics and the development of burnout were analyzed using chi-squared and t tests, and log-binomial regression. The study received ethical approval (CAAE: 33493920.0.0000.5558). ResultsA total of 313 participants were included; mean (SD) age: 28.2 (4.6) years; 80.1% (n=250) were biological females; 58.5% (n=183) whites; 51.1% (n=160) physicians; 12.5% (n=39) nurses; 36.4% (n=114) other HCP trainees; 47.9% (n=150) had depressed symptoms at baseline. Burnout incidence rate [95% CI] was 202.9 [166.5, 239.3] cases per 1000 person-years. In bivariate analyses, depressive mood at baseline predicted future burnout (relative risk [95% CI] = 2.14 [1.49, 3.08]; p<0.001), while older age (mean difference, MD [95% CI] = 1.10 [0.16, 2.09] years; p=0.029), higher autonomy (MD [95% CI] = 0.57 [0.10, 1.04] on a 10-point visual numerical scale, VNS; p=0.018) and adequate professional training (MD [95% CI] =0.85 [0.30, 1.40] on VNS; p=0.003) showed protective effects. Sex, race and weekly workload could not predict burnout. In multivariate analyses, depressive symptoms at baseline remained independently associated with higher risk of burnout (risk ratio, RR [95% CI] = 1.84 [1.26, 2.71]; p=0.002), while having adequate professional training showed a protective effect (RR [95% CI] = 0.61 [0.43, 0.87]; p=0.007). ConclusionsVery high incidence of burnout among HCP trainees was observed under a global sanitary crisis. Depressed mood at baseline was the most relevant predictor of subsequent burnout. Providing mental health support for HCP trainees in future widespread sanitary crises seems advisable to preserve the workforce.

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Prevalence and Determinants of Musculoskeletal Symptoms Among Field Health Workers in Bin Qasim Town, Karachi

Mazhar, A.; Rasheed, A.; Khakwani, S.; Hoodbhoy, Z.

2026-05-05 occupational and environmental health 10.64898/2026.05.03.26352346 medRxiv
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BackgroundWork-related musculoskeletal symptoms such as pain, stiffness, and swelling are a common occupational health issue that affect well-being and increase healthcare costs. Continuous physical effort, long hours of sitting, and poor awareness of proper ergonomics often lead to or worsen these conditions. ObjectiveThis study determined the frequency of musculoskeletal symptoms and the associated risk factors with musculoskeletal symptoms among field health workers in Bin Qasim Town, Karachi. Material & MethodsA cross-sectional study was employed and collected data from Karachi based pre-urban communities i.e.: Ibrahim Hydri, Rehri Goth and Bhains Colony. Study duration was 9 months. MSK symptoms were assessed using the standardized Nordic Musculoskeletal Questionnaire (NMQ). Prevalence of MSK symptoms was assessed over 12 months and 7 days. Participants with pain in [&ge;]2 regions of the upper or lower limbs were classified as having upper or lower limb symptoms, respectively. Multivariable logistic regression was used to identify associated factors for MSK symptoms in last 12 months. Results132 participants were recruited. Most frequently reported pain region in the last 12 months was lower back 111(84%) and shoulder 81(61%). Similarly, the most affected region in the last 7 days was also lower back 39(29%) followed by shoulder 33(25%). Upper limb MSK symptoms were significantly associated with bachelors or higher educated (OR=3.38; 95% CI: 0.67-7.42), sitting 3-4 h/day (OR=3.46; 95% CI: 1.11-10.75), and walking 3-4 h/day (OR=2.88; 95% CI: 1.05-7.85). In lower limb, married workers had 2 times higher odds of lower limb MSK symptoms (OR=2.36; 95% CI:1.04 - 5.35), while those who worked > 30 hours/week had 67% lower odds of having lower limb MSK symptoms (OR=0.33, 95% CI:0.15 - 0.72). ConclusionField health workers frequently reported MSK symptoms in both limbs. Preventive strategies such as ergonomic training, task rotation, and targeted support for married female workers are recommended to reduce the long-term impact.

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The Beat Goes On: A Mixed-Methods Analysis in Developing Effective Police Leaver Transitions

Vaportzis, E.; Edwards, W.

2026-03-31 occupational and environmental health 10.64898/2026.03.26.26348236 medRxiv
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The end-of-career stage of the police lifecycle represents a profound shift in identity and psychological stability, yet it remains historically neglected in research. This mixed-methods study investigated perspectives of UK police leavers and those approaching retirement (N = 325) regarding desired improvements to organisational support. Content analysis identified four themes: Holistic support and long-term welfare, Institutional culture and professional worth, Navigating the structural transition, and Individual and systemic perspectives. Findings suggest that the psychological contract between the officer and the organisation is often breached at the exit point, shifting from a relational bond to a transactional disposal. Middle-ranking officers and early leavers report the highest levels of institutional abandonment. To address these gaps, this paper makes recommendations for developing effective transitions. By implementing post-service welfare, and adopting structured resettlement models, police organisations can fulfil their duty of care and mend the psychological contract for those who have served.

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REduction of the lifting Load Among logistics workers through a passive back eXoskeleton. Protocol of the RELAX project, an 18-month in-field controlled intervention study

Jakobsen, L. S.; Skals, S.; Christiansen, D.; Sorensen, J.; Pontonnier, C.; MADELEINE, P.

2026-05-22 occupational and environmental health 10.64898/2026.05.21.26353770 medRxiv
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Background Occupational exoskeletons are used to reduce physical workload and prevent work-related musculoskeletal disorders in physically demanding jobs. Although laboratory studies demonstrate reduced muscle load during simulated manual work tasks, evidence from long-term, real-world implementations remains very limited. The RELAX project aims to investigate the long-term effects of a passive back-support exoskeleton (BSE) during manual order-picking work in a Danish warehouse, focusing on health and socio-economic outcomes. Methods This 18-month controlled in-field intervention study compares outcomes at two warehouse departments: one where workers use a passive BSE and a control group where workers perform work tasks as usual. Approximately 90 full-time workers will be followed during the intervention period with questionnaires, interviews and company-registered performance indicators. Primary outcomes include perceived work intensity and musculoskeletal discomfort, while secondary outcomes include sickness absence, employee turnover, productivity and cost effectiveness. Furthermore, a process evaluation will be conducted based on questionnaires, focus-group interviews, and reported exoskeleton use. Quantitative effects will be analysed using difference-in-difference analysis with generalized linear mixed models to account for repeated measures over time. Employee turnover will be analysed using time-to-event analysis, and qualitative focus-group interviews will be analysed using reflexive thematic analysis to explore implementation processes and contextual factors. Cost-effectiveness and return on investment will be assessed by comparing the investment with potential savings in costs and resource use. Discussion By combining longitudinal quantitative outcomes with qualitative process evaluation, the study seeks to provide ecologically valid evidence on the effectiveness, feasibility and sustainability of occupational exoskeleton implementation. This approach will help clarify whether long-term exoskeleton use improves worker health without compromising productivity and may inform future workplace guidelines and large-scale adoption strategies.

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Effectiveness of a 12-week multicomponent occupational lifestyle intervention to increase physical activity among Japanese teleworkers: a cluster randomised controlled trial (TELEWORK study)

Kim, J.; Nakata, Y.; Wada, A.; Kanamori, S.; Yoshimoto, T.; Tsukinoki, R.; Umishio, W.; Shiomitsu, T.; Yoshioka, N.; Yoshiba, K.; Gosho, M.; Kai, Y.

2026-03-26 occupational and environmental health 10.64898/2026.03.23.26349125 medRxiv
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BackgroundTeleworking is associated with lifestyle risk factors, such as insufficient physical activity (PA) and increased sedentary time (ST); however, effective interventions tailored to teleworkers are lacking. We aimed to evaluate the effectiveness of a 12-week multicomponent occupational lifestyle intervention on daily step counts among Japanese teleworkers. MethodsThis 12-week, two-arm, parallel-group, cluster randomised controlled trial conducted across 12 clusters in six Japanese companies involved 310 teleworkers (mean age 43.0 years; 72.6% men) randomized to the intervention (6 clusters, n=156) or a waitlist control group (6 clusters, n=154). The multicomponent occupational lifestyle intervention included individual (online lectures, feedback, and email messages), physical (posters and a pop-up), and organizational (encouraging messages from an executive) strategies. The primary outcome was the change in daily step counts, measured using an accelerometer over 14 consecutive days at baseline and at week 12. Analyses were based on the intention-to-treat approach using a generalised estimating equation model. FindingsThe intervention group showed an adjusted mean change in daily step counts of +219 steps (95% confidence interval [CI] -165 to 604), compared with +188 steps (95% CI -183 to 560) in the control group. The adjusted between-group difference was +55 steps (95% CI -550 to 660; p=0.844). No significant effects on the secondary outcomes (ST, light PA, or moderate-to-vigorous PA) were observed. InterpretationThe multicomponent occupational lifestyle intervention did not significantly increase daily step counts among Japanese teleworkers. Therefore, further studies should be done on tailored interventions for teleworkers. Research in contextO_ST_ABSEvidence before this studyC_ST_ABSTeleworking has increased globally, particularly following the coronavirus disease pandemic, and has been associated with reduced physical activity and increased sedentary behaviour, both of which are risk factors for cardiovascular disease. Previous studies have also reported that telework environments may contribute to musculoskeletal and other somatic symptoms. Multicomponent interventions in traditional office settings can effectively increase physical activity and reduce sedentary time. These interventions commonly employ strategies at multiple levels of the social-ecological model, including individual approaches (e.g., lectures or incentives), interpersonal approaches (e.g., team-based activities), environmental modifications (e.g., office rearrangements or sit-stand desks), and organisational support (e.g., leadership encouragement). The applicability of such interventions to teleworking populations remains unclear because teleworkers face distinct challenges such as social isolation, blurred work-life boundaries, and heterogeneous home working environments. These contextual differences highlight the need for interventions specifically tailored to teleworkers. Added value of this studyWe evaluated the effectiveness of a multicomponent occupational lifestyle intervention specifically designed for teleworkers, a population whose work environment differs substantially from traditional office settings. Our findings provide novel evidence that can inform the development of more targeted strategies to promote physical activity in evolving work environments. This study also provides objective measurements of physical activity using accelerometers, enabling detailed evaluation of step counts, sedentary time, and different activity intensities among teleworkers. Additionally, we used daily diaries to distinguish activity patterns across workdays, weekends, teleworking days, and commuting days, providing a nuanced understanding of behavioural patterns in remote work contexts. Implications of all the available evidenceOur findings indicate that low-cost, remotely delivered multicomponent interventions may be insufficient to produce meaningful behavioural change among teleworkers. Similar strategies, including individual, physical, and organisational components, have been effective in traditional workplace interventions; however, their implementation in teleworking environments may not adequately address the specific challenges faced by remote workers. In particular, the lack of strong sociocultural support mechanisms, such as team-based step competitions or workplace champions, may limit engagement and reduce the effectiveness of such programmes. Therefore, further investigation is needed to explore more diverse and targeted intervention strategies, identify the specific needs and behavioural patterns of teleworkers, and apply more precise eligibility criteria to better address heterogeneity within teleworking populations.

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Heat Exposure, Occupational Injury Risk, and Economic Costs in New York State

Laskaris, Z.; Baron, S.; Markowitz, S. B.

2026-04-22 occupational and environmental health 10.64898/2026.04.20.26351297 medRxiv
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ObjectivesRising temperatures are a major climate-related hazard for U.S. workers, increasing heat-related illness and a broad range of occupational injuries through indirect pathways often overlooked in economic evaluations. We examined the association between temperature and occupational injury and illness and quantified heat-attributable injuries (including illnesses) and costs in New York State. MethodsWe conducted a time-stratified case-crossover study of 591,257 workers compensation (WC) claims during the warm season (2016-2024). Daily maximum temperature was linked to injury date and county and modeled using natural cubic splines, with effect modification by industry and worker characteristics. ResultsInjury risk increased with temperature, becoming statistically significant at approximately 78{degrees}F. Relative to 65{degrees}F, injury odds increased to 1.06 (95% CI: 1.01-1.10) at 80{degrees}F, 1.12 (1.07-1.18) at 90{degrees}F, and 1.17 (1.11-1.23) at 95{degrees}F. Overall, 5.0% of claims (2,322 annually) were attributable to heat. At temperatures [&ge;]80{degrees}F, an estimated 1,729 excess injuries occurred annually, generating approximately $46 million in WC costs. An estimated $3.2 million to $36.1 million in medical expenditures were associated with incomplete claims, likely borne outside the WC system. ConclusionsThese findings demonstrate substantial economic costs not fully captured within WC and support workplace heat protections as a cost-containment strategy that can reduce health care spending and strengthen workforce resilience.

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Hanging on through Omicron, then what? A pre-exit baseline of the U.S. emergency nursing workforce, 2018 to 2022, with implications for the 2026 NSSRN cycle

Squire, K.

2026-06-08 nursing 10.64898/2026.06.07.26355097 medRxiv
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Background. The emergency department in the United States of America functions as a residual access point for healthcare and social services for populations including rural communities, the uninsured, mental health and addiction patients, and the unhoused. The workforce variable that determines unit function (experience density, the concentration of accumulated clinical judgment within a unit workforce) is not measured in hospital accounting systems. Objective. To document workforce composition changes in U.S. emergency nursing across the 2018 and 2022 cycles of the National Sample Survey of Registered Nurses (NSSRN), and to specify falsifiable predictions for the 2026 cycle. Methods. We analyzed NSSRN public-use files using a four-way ED definition extending Castner et al. (2024) and a hospital-bedside-restricted comparator. Variance estimation used jackknife replicate weights for 2018 and Successive Differences Replication for 2022. Burnout was operationalized using the Norful et al. (2023) leaving-reasons proxy across cycles, with sensitivity analysis using the 2022 direct burnout item. Results. A 15-year trajectory (2008-2022) documents progressive experience-density compression: the ED's 15+ year veteran cohort fell from 41.9% to 28.0% over the decade preceding the pandemic, a loss of nearly a third of the senior cohort and a 19.6% decline in mean experience density, before recovering modestly to 33.3% as veteran nurses remained through the pandemic acute phase, leaving the ED as the youngest hospital setting throughout. Hospital non-ED bedside nurses lost senior tenure between cycles (mean 15.65[-&gt;]14.06 years since first licensure; 15+ year share 43.5%[-&gt;]38.7%), while ED nurses retained their senior tail (mean 11.60[-&gt;]12.58). Burnout endorsement rose sharply in both populations (non-ED 27.3%[-&gt;]46.0%; ED 34.2%[-&gt;]61.2%), with the ED-vs-non-ED gap more than doubling. Controlling for tenure, ED status was not independently associated with burnout in 2018 (OR 1.15, 95% CI 0.83-1.59) but was strongly associated in 2022 (OR 1.92, 95% CI 1.44-2.55; p<.001). The direct burnout item showed a parallel pattern (OR 2.92, 95% CI 1.62-5.28). Conclusions. A pandemic-era setting-specific burnout effect emerged in emergency nursing that workforce-composition controls cannot explain. The 2022 cycle establishes a pre-exit baseline against which the 2026 NSSRN will serve as the falsifiable test of post-Omicron veteran exit. Nursing pipeline replacement lag exceeds the interval before 2026 data arrives; the consequences of inaction fall on populations dependent on ED-based residual access.

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Self-Rated Health Inequalities Among Registered Nurses: A Cross-Sectional Analysis of UK Longitudinal Studies

Ball, W. P.; Kyle, R. G.; Atherton, I. M.

2026-05-15 epidemiology 10.64898/2026.05.12.26352978 medRxiv
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Background Health inequalities between occupational or social class groups are pervasive and persistent. Healthcare professionals have better health outcomes compared to the general population. Whether this is a result of healthcare education, favourable socio-demographic characteristics among professionals or other effects is not certain and the extent to which single healthcare occupational groups exhibit inequalities is unknown. We have described self-rated health and quantified geographic health inequalities among a single occupational group of Registered Nurses compared to the general population. Methods We analysed nationally representative samples from the 2011 UK Censuses across England, Wales and Scotland in the Office for National Statistics Longitudinal Study and Scottish Longitudinal Study. Self-rated health and socio-demographic characteristics for the study population are described. Inequalities in health by area deprivation among Registered Nurses and the General Population are quantified. Logistic regression analysis was used to assess the association between Nurse status and self-rated health, adjusting for socio-demographic variables. Results Among economically active, working age adults (n = 478,802), we identified 9,180 Registered Nurses resident in England, Wales and Scotland. 59% of Registered Nurses reported very good self-rated health, with only 1% reporting poor or very poor health. A smaller proportion of Registered Nurses reported less than good health than the General Population at every level of area deprivation and had smaller absolute (4.1 percentage points vs. 9.1) and relative (RR: 1.5 vs. 2.0) inequalities between residents in the most and least deprived areas. Registered Nurses have an increased likelihood of reporting good or better health compared to the general population (Scotland OR: 1.3, 95% CI: 1.2 - 1.5, England & Wales OR: 1.4, 95% CI: 1.3 - 1.5) after adjusting for socio-demographic factors. Discussion Registered Nurses report better health compared to the general population and have smaller inequalities in health by area deprivation. However, unfair and avoidable geographical differences in health are present even in this socioeconomically privileged professional group. After adjusting for socioeconomic and demographic factors, the positive association between being a Registered Nurse and having good self-rated health remained.

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Influence of Personality Traits on Mental Health and Performance of Medical Residents and Physicians: A Systematic Review and Meta-analysis

Garoot, W.; Leaune, E.; Echevarria, C.; Lilot, M.; Rodes, G.; Schlatter, S.

2026-05-15 medical education 10.64898/2026.05.11.26351770 medRxiv
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Abstract Background: Medical residents and physicians face persistently high-demand environments marked by heavy workloads, time pressure, night duties, and emotionally intense clinical encounters. These conditions increase vulnerability to stress-related outcomes, including burnout and impaired mental health, and can affect functioning at work. Personality traits are relatively stable individual differences and might help explain why some doctors experience greater stress vulnerability or use less adaptive coping strategies than others. Evidence linking the Big Five personality traits to stress, coping, and performance outcomes in residents and physicians has grown, but it remains difficult to apply because of inconsistent findings and heterogeneous measures. This systematic review and meta-analysis aim to synthesize the existing literature on how the Big Five personality traits influence these outcomes in medical residents and physicians. Methods: We conducted a PRISMA-aligned systematic review and meta-analysis (PROSPERO CRD42023483408). PubMed, Embase, MEDLINE (Ovid), Cochrane Library, Scopus, and Web of Science were searched from database inception to Nov 15, 2023. Searches were updated periodically through Jan 2026. Eligible studies were primary research in English involving medical residents and/or practicing physicians that assessed at least one Big Five trait using a recognized Five-Factor Model instrument and reported an association with a validated or clearly defined stress, coping, performance, or professional skills/aptitudes related outcome in medical residents or physicians. Studies exclusively involving medical students were excluded. Risk of bias was assessed using the AXIS tool (supplemented by Joanna Briggs Institute items) for cross-sectional studies and the Cochrane Risk of Bias 2 tool for the randomized trial. Where at least three comparable studies were available, effect sizes were pooled using random-effects models with restricted maximum likelihood estimation after Fishers z transformation; remaining studies were synthesized narratively. Results: Of the 4,967 records identified, 34 studies (21,379 participants) met the inclusion criteria; most were cross-sectional (30/34), with three longitudinal studies and one randomized trial. Meta-analyses were restricted to 11 studies reporting Maslach Burnout Inventory subscales and three studies reporting GHQ-12 psychological distress. Neuroticism showed the clearest and most consistent adverse associations: for emotional exhaustion (pooled r=0.418, 95% CI 0.219 to 0.616, p<0.001), for depersonalization (pooled r=0.304, 95% CI 0.166 to 0.442, p<0.001), and for personal accomplishment (pooled r=-0.244, 95% CI -0.393 to -0.094, p=0.005). Conscientiousness, Extraversion, and Agreeableness showed small protective patterns, with lower emotional exhaustion and depersonalization and higher personal accomplishment, although associations with stress were weak and generally non-significant. Openness showed a weaker, selective pattern, with lower depersonalization and higher personal accomplishment, but no clear association with emotional exhaustion or stress. Moderator analyses suggested that associations for Neuroticism, Conscientiousness, and Agreeableness varied more by experience and region than by specialty, whereas Extraversion was moderated mainly by experience; Openness showed little evidence of consistent moderation. Narrative synthesis of studies not included in the main meta-analyses was broadly concordant: Neuroticism was the most consistent vulnerability marker for burnout, distress, maladaptive coping, and poorer work-related outcomes, whereas Conscientiousness and, to a lesser extent, Extraversion were linked to more adaptive coping and more favorable performance-related indicators. Agreeableness showed modest prosocial and attitudinal benefits, and Openness remained the least consistent trait across outcomes. Overall risk of bias was low to moderate for most observational studies, although heterogeneity was substantial across pooled analyses. Conclusions: Big Five personality traits have modest correlation with physicians and residents burnout, distress, coping, and work-related functioning. Neuroticism emerged as the clearest vulnerability marker, whereas Conscientiousness and, to a lesser extent, Extraversion and Agreeableness showed small protective associations. Interpretation is limited by the predominance of cross-sectional designs, reliance on self-report, substantial heterogeneity, and restricted geographic representation. These findings support the use of personality traits as a supportive and formative resource within medical education and workforce well-being, but not for deterministic selection or labelling. Larger longitudinal and intervention studies using multi-method outcomes are needed to clarify mechanisms and causal pathways.

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Household Size and Age as Primary Drivers of COVID-19 Infection Among Priority Populations in Australia

Narayanasamy, S.; Altermatt, A.; Tse, W. C.; Gibbs, L.; Wilkinson, A.; Heath, K.; Stoove, M.; Scott, N.; Gibney, K.; Hellard, M.; Pedrana, A.

2026-03-25 infectious diseases 10.64898/2026.03.23.26349117 medRxiv
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Background The COVID-19 pandemic exacerbated health disparities globally, with certain populations experiencing disproportionate disease burdens. In Australia, COVID-19 deaths occurred disproportionately among first-generation migrants. This study examined risk factors for COVID-19 infection in a Victorian cohort recruited from priority populations, including healthcare workers, people with chronic health conditions, and culturally and linguistically diverse (CALD) communities. Methods We conducted a cross-sectional analysis of participants from the Optimise longitudinal cohort study (September 2020-December 2023). The primary outcome was the self-reported count of confirmed COVID-19 infections (PCR or rapid antigen test positive) from December 2019 to December 2023. We used Poisson regression to examine associations between baseline sociodemographic characteristics and infection count, calculating unadjusted and adjusted incidence rate ratios (IRRs) with 95% confidence intervals (CIs). Results Of 433 participants (median age 51 years, 75% female), 25% reported no infections, 48% reported one infection, and 27% reported two or more infections. In univariate analysis, CALD status (IRR=1.24,95%CI:1.02-1.50) and larger household size (2-5 people, IRR=1.71,95%CI:1.14-2.50) were associated with higher infection rates, while chronic health conditions (IRR=0.73, 95%CI:0.61-0.88) and older age (IRR=0.54, 95%CI:0.43-0.67) were associated with lower infection rates. In adjusted analysis, younger age (18-34 years vs [&ge;]55 years: aIRR=0.63,95%CI:0.48-0.82) and medium household size (living alone vs 2-5 person household: aIRR=1.42, 95%CI:1.11-1.83) remained significant predictors. CALD status and socioeconomic status showed no independent association with infection risk after adjustment for household size and age. Conclusion COVID-19 infection risk in this Victorian cohort was driven by younger age and larger household size rather than CALD status or socioeconomic status, suggesting that housing density and age, rather than cultural or socioeconomic characteristics, determined infection patterns. Future pandemic preparedness should prioritise policies enabling safe quarantine and isolation for individuals in larger households and workplace protections and economic security for younger essential workers.

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Addressing The Role Of Occupational Exposome On Parkinson'S Disease And Parkinsonism In A Matched Case-Control Study

Lewis, F.; Renzetti, S.; Goulett, N.; Azmoun, S.; Sundar, V.; Ali, M.; Pitta, L.; Shoieb, D.; Caci, M.; Borghesi, S.; Covolo, L.; Oppini, M.; Gelatti, U.; Padovani, A.; Pilotto, A.; Pepe, F.; Turla, M.; Crippa, P.; Pani, L.; Vermeulen, R.; Kromhout, H.; Lambertini, L.; Colicino, E.; Placidi, D.; Lucchini, R.

2026-03-18 occupational and environmental health 10.64898/2026.03.16.26348171 medRxiv
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Background/ObjectivesOccupational exposure to neurotoxicants such as pesticides, metals, and solvents has long been implicated in Parkinsons disease (PD) and Parkinsonism, yet the cumulative impact of multiple occupational exposure families over the working life remains insufficiently characterized. This study evaluated whether long-term cumulative occupational exposures, derived from the ALOHA+ Job-Exposure Matrix (ALOHA+-JEM), were associated with PD and Parkinsonism. MethodsA hospital-based matched case-control study was conducted in the province of Brescia, Italy, including 668 participants (334 PD/Parkinsonism cases and 334 matched controls). Cases and controls were 1:1 matched based on sex, age, and lifetime occupational duration. Lifetime occupational histories were coded using ISCO-08 and harmonized to ISCO-88 for linkage with ALOHA+-JEM. Conditional logistic regression estimated associations between cumulative exposures (none/low/high) and disease status, adjusting for smoking, parental history of PD/tremor, and SNCA rs356219 genotype. Multi-agent occupational exposure burden indexes were evaluated using positively constrained repeated-holdout Weighted Quantile Sum (WQS) regression (100 bootstraps, 100 holdouts) ResultsIn conditional logistic regression, parental history of PD or tremor (OR = 4.55, 95% CI: 2.44-8.48; q < 0.001) and the SNCA rs356219 CC genotype (OR = 2.17, 95% CI: 1.33-3.52; q = 0.013) were significantly associated with disease. High cumulative all pesticide exposure showed positive associations with combined PD + Parkinsonism (OR = 2.98, 95% CI: 1.23-7.25) and PD alone (OR = 3.56, 95% CI: 1.25-10.15). In WQS analyses, the composite occupational exposure burden index was positively associated with disease (combined PD + Parkinsonism: OR = 1.15, 95% CI: 1.00-1.30). All pesticides received the highest mean weight in all models (w = 0.434 for combined PD + Parkinsonism), followed by metals (w = 0.210), identifying them as contributing most strongly to the composite exposure index. ConclusionsLong-term cumulative occupational exposures were associated with increased odds of PD and Parkinsonism. All pesticides and metals were most strongly associated with PD and Parkinsonism, consistent with established neurotoxic mechanisms attributable to occupational environments. These findings underscore the importance of occupational exposure prevention and risk-reduction strategies in occupational settings and highlight workplace exposures as preventable contributors to Parkinsonian disorders.

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Occupational Risk Profiles for Infectious Disease Transmission in the Philippines: A Data-Driven Clustering Analysis

Bansilan, N. P.; Dy, L. F.; Rabajante, J. F.

2026-05-10 occupational and environmental health 10.64898/2026.05.07.26352625 medRxiv
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Occupational activities play a critical role in shaping patterns of infectious disease transmission, as work-related contact, exposure duration, and environmental conditions vary substantially across jobs. Evidence from infectious disease outbreaks, including tuberculosis and other respiratory infections, shows that occupations involving frequent close contact and crowded settings face elevated exposure risk, highlighting the need for systematic occupational risk assessment to inform public health action. This study adopts a data-driven approach to characterize occupational risk for infectious disease transmission in the Philippine workforce. Using job-specific indicators such as encounter frequency, work shift duration, and crowd density, unsupervised clustering methods were applied to group occupations into distinct risk profiles. Unlike predefined sector-based classifications, this approach identifies latent groupings that capture shared exposure characteristics and socioeconomic context. The resulting clusters reveal a clear gradient in exposure risk across occupations, with high-risk roles often concentrated among jobs with lower to moderate income levels, while lower-risk occupations tend to be associated with higher income and greater structural capacity for risk mitigation. These findings provide a framework for occupational risk stratification that is directly relevant for public health planning. Overall, this study demonstrates the value of integrating occupational and socioeconomic data to support targeted workplace interventions, risk-informed surveillance, and more equitable allocation of public health resources for infectious disease prevention and control in the Philippine context.

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The lingering legacy: Resilience mediates the long-term impact of organisational support on police retirement adjustment

Vaportzis, E.; Edwards, W.

2026-04-11 public and global health 10.64898/2026.04.08.26349526 medRxiv
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This study investigated retirement adjustment in retired police officers in the UK (N = 289), examining how time since leaving the service moderates the relationship between perceived organisational support and retirement adjustment while accounting for resilience. Results indicated a developmental trend: organisational support remains stable initially but becomes increasingly influential in later life. Using Johnson-Neyman analysis, a threshold of 32.07 years was identified, after which the association reaches statistical significance. These findings suggest an organisational legacy effect; for the older generation, the retrospective perception of being valued by the service acts as a durable psychological resource. This study offers a novel conceptualisation of long-term organisational influence by identifying a temporally delayed legacy effect that extends beyond existing models of retirement adjustment. The study advocate for lifelong wellbeing strategies that extend, recognising that the organisational relationship continues to shape adjustment outcomes decades after the conclusion of active duty.

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Vaccine uptake patterns for COVID-19 and cholera among healthcare workers: a cross-sectional study in Yaounde-Cameroon

Nouko, A.; Cheuyem Lekeumo, F. Z.; Nguefack, F.; Tchamani, R.; Takougang, I.

2026-03-13 occupational and environmental health 10.64898/2026.03.12.26348275 medRxiv
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ObjectiveHealthcare workers (HCWs) are at increased risk of COVID-19 infection and play a critical role in influencing public vaccine acceptance. This study aimed to assess vaccination coverage and identify the determinants of vaccine uptake among healthcare workers in Cameroon, in order to inform targeted strategies to strengthen immunization programs and improve epidemic preparedness. ResultsAmong 406 participants (75.6% female, 65.5% aged 30-44 years, 61.3% nurses), 42.4% were fully vaccinated against COVID-19, while only 4.7% had completed the cholera vaccine series. Coverage varied across districts, with Biyem-Assi (53.0%) and Odza (46.0%) recording the highest COVID-19 uptake, and Nkolndongo (11.5%) leading for cholera vaccination. Independent predictors of COVID-19 uptake included being a nurse (aOR = 3.96; 95% CI: 2.07-7.81; p = 0.001) and laboratory technician professions (aOR = 8.00; 95% CI: 1.38-69.8; p =0.032). For cholera vaccination, working in internal medicine wards (aOR=11.2; 95% CI: 1.04-120; p = 0.046) and being a nurse (aOR = 1.54; p = 0.001) emerged as significant predictors. Although 62.8% of HCWs perceived their work environment as high-risk, knowledge of recommended vaccines was limited, with only 18.7% aware of cholera vaccination recommendations. Strengthening vaccine education, improving accessibility, and reducing financial barriers could enhance vaccine acceptance among HCWs. These findings provide important insights for designing targeted immunization strategies in Cameroon and similar contexts.

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Cross-cultural adaptation and validation of the Japanese Charite Alarm Fatigue Questionnaire (CAFQa) among ICU nurses and physicians: a multicenter study

Sato, T.; Ishiseki, M.; Kataoka, Y.; Someko, H.; Sato, H.; Minami, K.; Kaneko, T.; Takeda, H.; Crosby, A.

2026-04-11 intensive care and critical care medicine 10.64898/2026.04.07.26350292 medRxiv
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ObjectivesAlarm fatigue is a patient safety concern in ICUs, yet no validated instrument exists to assess alarm fatigue among healthcare professionals in non-Western settings. This study aimed to cross-culturally adapt the Charite Alarm Fatigue Questionnaire (CAFQa) into Japanese and evaluate its reliability and validity among ICU nurses and physicians. MethodsThe Japanese CAFQa was cross-culturally adapted following the COnsensus-based Standards for the selection of health Measurement INstruments (COSMIN) guidelines, including forward translation, back-translation, expert panel review, and cognitive interviews. A multicenter cross-sectional validation study was performed across eight ICUs at five hospitals in Japan. A total of 129 participants (103 nurses and 26 physicians) completed the Japanese CAFQa, the NIOSH Brief Job Stress Questionnaire, and the Insomnia Severity Index (ISI). Structural validity, internal consistency, test-retest reliability (n = 102), convergent validity, and known-groups validity were assessed. ResultsCFA confirmed the two-factor structure with acceptable fit (CFI = 0.922, RMSEA = 0.041, SRMR = 0.076), with standardized factor loadings ranging from 0.33 to 0.82. The two factors were not correlated (r = 0.05). Cronbachs alpha was 0.688 for the overall scale, 0.805 for Alarm Stress, and 0.649 for Alarm Coping. Test-retest ICCs ranged from 0.616 to 0.753. The CAFQa total score correlated with the NIOSH total (r = 0.261) and the ISI total (r = 0.338). Healthcare professionals with [&ge;]4 years of ICU experience had higher Alarm Coping scores than those with 1-3 years (median 7.0 vs 6.5), and physicians scored higher on Alarm Coping than nurses (median 8.0 vs 7.0). ConclusionsThe Japanese CAFQa demonstrated acceptable structural validity, reliability, and convergent and known-groups validity, providing the first validated tool for quantitatively measuring alarm fatigue in Japan. Implications for Clinical PracticeThe Japanese CAFQa enables ICU managers to quantify alarm fatigue at individual and unit levels, identify high-risk staff, and evaluate the effectiveness of alarm management interventions.

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Fast-Imagery Reversal Script for Trauma-release (FIRST): proof of concept in two populations with employment-related PTSD

Sturt, J. A.; Grealish, A.; Tzouvara, V.; Rogers, R. E.; de Rijk, L.; Armour, C.; Cameron, D.; Croak, B.; Cui, M.; Fiorentino, F.; Harris, R.; Heralall, E.; Idowu, O.; Kreft, J.; Murray, A.; Pile, V.; Rowland, E.; Shepherd, J.; Spikol, E.; Stevelink, S.; Strang, H.; Winter, H.; Wright-Hughes, A.; Greenberg, N.

2026-05-13 psychiatry and clinical psychology 10.64898/2026.05.11.26352892 medRxiv
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Structured AbstractO_ST_ABSBackgroundC_ST_ABSPost-Traumatic Stress Disorder (PTSD) is a mental health condition affecting people who experience traumatic events. Trauma-exposed occupational groups report higher rates of PTSD than the general population. Current treatments, and access, often take months and may cause distress when people are required to talk about the trauma. ObjectiveTo determine the proof of concept of FIRST, a brief, non-trauma focussed therapy, in two separate populations with employment-associated PTSD. MethodTwo independent, single-arm, experimental therapy pilot trials were conducted. Trial one recruited 20 military veterans who received FIRST therapy via trained third-sector therapists. Trial two recruited 16 health and social care workers with FIRST therapy delivered by healthcare provider therapists. All participants were adults with PTSD (confirmed via CAPS-5 in trial one, and symptom score of [&ge;]33 on the PCL5 in trial two). Primary outcomes were recruitment feasibility, retention, data quality and reduction in PTSD symptoms. Secondary outcomes were anxiety and depression symptoms, daily life functioning and perceived health status. Veterans were followed up at 12 weeks post-enrolment and healthcare workers at 8 weeks. ResultsThe veteran trial progression criteria to main trial were met. Seventy-nine people screened eligible, 43 attended a CAPS-5 assessment; 20 had confirmed PTSD and were enrolled. Seventeen completed therapy and 12-week outcome measures. Mean PCL-5 scores decreased from 48.7 (SD = 13.02, n=20) at baseline to 23.5 (SD = 15.30, n=17) at 12-weeks. The healthcare worker trial obtained informed consent from 16 participants, 10 commenced therapy and were included in analysis with eight completing therapy. Mean PCL-5 scores decreased from 42.60 (12.23, (n=10) at baseline to 22.00 (19.92, n=8) at 8-weeks. ConclusionsProof of concept of FIRST was established. PTSD symptom reductions exceeded the PCL-5 minimal clinically important difference. Undertaking a fully powered randomised controlled trial of FIRST therapy is feasible within both healthcare and third sectors. HighlightsO_LIPost-traumatic stress disorder (PTSD) is more common in military veterans and health workers than the general population C_LIO_LITherapy can be challenging to commence and complete when it requires a focus on the trauma incident C_LIO_LIFIRST offers a promising, brief, non-trauma focused therapy for the treatment of PTSD C_LI