Workplace violence, work-related exhaustion, and workplace cognitive failure among nurses: A cross-sectional study.

AIM: To examine the relationships between nurses' exposure to workplace violence and self-reports of workplace cognitive failure. DESIGN: A cross-sectional study. METHODS: An online questionnaire was administered in April 2023 to nurses in Michigan, US. Structural equation modelling was used to examine effects of physical and non-physical workplace violence (occupational stressors) and work efficiency and competence development (occupational protective factors) on workplace cognitive failure. RESULTS: Physical violence was a significant predictor of the action subscale of cognitive failure. There were no direct effects of non-physical violence, workplace efficiency, or competence development on any of the workplace cognitive failure dimensions. Both types of violence and efficiency had significant indirect effects on workplace cognitive failure via work-related exhaustion. Work-related exhaustion predicted significantly higher scores for workplace cognitive failure. CONCLUSION: Workplace violence and work efficiency exhibited primarily indirect effects on workplace cognitive failure among nurses via work-related exhaustion. IMPLICATIONS FOR THE PROFESSION AND/OR PATIENT CARE: Nurses experiencing workplace violence may be at increased risk for workplace cognitive failure, especially if they are also experiencing work-related exhaustion. Workplaces that nurses perceive as more efficient can help to mitigate the effects of violence on nurses' cognitive failure. IMPACT: This study addressed the possible effects of workplace violence as well as work efficiency and competence development on nurses' cognitive failure at work. Analyses revealed primarily indirect effects of workplace violence, and indirect protective effects of work efficiency, on nurses' cognitive failure via work-related exhaustion. This research has implications for healthcare organizations and suggests that efforts made by healthcare workplaces to prevent violence and work-related exhaustion, and to enhance work efficiency, may help to mitigate workplace cognitive failure among nurses. REPORTING METHOD: We have followed the STROBE checklist in reporting this study. PATIENT OR PUBLIC CONTRIBUTION: No Patient or public contribution.

Designing and Evaluating Opioid Misuse Prevention Training for Rural Communities and Health Care Providers.

Through Substance Abuse and Mental Health Services Administration funding, Michigan State University (MSU) Extension partnered with MSU's Family Medicine and Health Department of Northwest Michigan to implement trainings for community members and health care providers to increase awareness and improve prevention efforts addressing opioid use disorder (OUD) in rural areas. We formed the Michigan Substance Use Prevention, Education and Recovery (MiSUPER) project to design and evaluate opioid misuse prevention trainings. A socio-ecological prevention model was an underlying conceptual framework for this project and drove strategies used in trainings, products created, and measurement. The purpose of this study is to determine the effectiveness of one-time online educational training events for rural community members and health care providers on community OUD issues, treatment options, and supports for those in recovery. Between 2020 and 2022, rural participants completed pre- and posttraining, and 30-day follow-up evaluation surveys. We report the demographic characteristics of community (n = 451) and provider (n = 59) participants, self-reported knowledge gained, and overall perceptions of the trainings. Findings show community members' knowledge increased from pre- to posttraining (p < .001) and was maintained at 3 months, while providers' knowledge was unchanged over time. Posttraining, community participants felt more comfortable speaking about addiction with family and friends (p < .001), and providers had better knowledge of local resources for patients who could not afford opioid misuse treatments (p < .05). All participants reported gaining knowledge of community resources for opioid misuse prevention, treatment, and recovery (p < .01). Opioid misuse prevention trainings may be most effective when adapted to leverage local resources.

Complex patients' effect on family physicians: high cognitive load and negative emotional impact.

BACKGROUND AND OBJECTIVES: Complex patients present an increasing challenge to the health care system and family physicians play an important role in their care. As part of a larger project exploring family physicians' perceptions of complex patients, we sought to understand how complex patients affect family physicians and if these effects might be related to physician burnout. METHODS: We conducted a qualitative study involving interviews with family physicians from various practice settings. We invited the physicians to choose three of their patients between the ages of 18 and 64 whom they considered to have complex medical problems and to have access to their medical records during a telephone interview using a semi-structured interview guide. Interviews were audio-recorded, professionally transcribed and coded. Using qualitative analytical software, research team members worked together to analyse the interview data and determine emerging themes. RESULTS: Eleven family physicians participated in the interviews and described 29 unique complex patients, including challenges and effects on them personally. Analysis of the available 10 family physicians' interviews revealed two themes related to complexity's impact on physicians: (i) high cognitive load and (ii) negative emotional impact. CONCLUSION: Although preliminary, this study offers a previously unconsidered understanding of drivers of physician burnout, including high cognitive load and negative emotional impact on family physicians created by caring for complex patients. Interventions to improve health care, including addressing physician wellness and burnout, should include the provision of resources to assist them with decreasing cognitive load and negative emotional impact when caring for complex patients.

Complex patients present an increasing challenge to the health care system and family physicians play an important role in their care. We interviewed family physicians from various practice settings, inviting them to choose complex patients between the ages of 18 and 64 from their practices and to have access to their medical records during the interview. We then analysed the interviews for recurring themes regarding the care of their complex patients. Ten family physicians described 26 unique complex patients, including challenges and effects on them personally. Two themes related to the complexity's impact on physicians emerged from our analysis: (i) high cognitive load (the total amount of mental effort required) and (ii) negative emotional impact. It is possible that these two effects of complex patients on family physicians may contribute to physician burnout. Interventions to improve health care, including addressing physician wellness and burnout, should include the provision of resources to assist them with decreasing their cognitive load and negative emotional impact when caring for complex patients.

The Development of Posttraumatic Stress Disorder and Depression Symptoms in Iraqi Refugees: Associations with Acculturation and C-reactive Protein.

ABSTRACT: Refugees experience distress from premigration trauma, often exacerbated by postmigration difficulties. To develop effective interventions, risk factors for mental health symptoms need to be determined. Male Iraqi refugees (N = 53) to the United States provided background information and reported predisplacement trauma and psychological health within 1 month of their arrival. An inflammatory biomarker-C-reactive protein (CRP) was assessed approximately 1.5 years after arrival, and a contextual factor-acculturation-and psychological health were assessed 2 years after arrival. We tested whether acculturation and CRP were associated with posttraumatic stress disorder (PTSD) and depression symptoms at the 2-year follow-up, controlling for baseline symptoms, age, body mass index, and predisplacement trauma. Acculturation was inversely related to depression, and CRP was positively related to both PTSD and depression at the 2-year follow-up. Interventions targeting acculturation could help reduce the development of depression symptoms in refugees. The role of CRP in the development of PTSD and depression symptoms warrants further research.

Neighborhood air pollution and household environmental health as it relates to respiratory health and healthcare utilization among elderly persons with asthma.

Objective: The study investigated the associations between fine particulate matter (PM2.5; <2.5 µm in diameter), indoor environment, pulmonary function, and healthcare utilization in a vulnerable group of elderly persons with asthma. We hypothesized that environmental conditions were associated with adverse pulmonary health outcomes. Methods: The study involved elderly (n = 76; mean age 64.6 years; 48 women) vulnerable persons in Detroit, Michigan, USA, with physician-diagnosed asthma. Exposure variables included measured outdoor PM2.5, self-rated outdoor and household environmental pollutants. Outcome variables were self-rated and measured pulmonary function, and asthma-related healthcare utilization. Results: Mean ambient PM2.5 concentrations during the study was 14.14 ± (S.D. 6.36) µg/m3 during the summer and 14.20 (6.33) during the winter (p = 0.95). In multiple regression analyses, adjusting for age and gender, mean 6-month concentration of PM2.5 was related to shortness of breath (SHOB; standardized ß = 0.26, p = 0.02) and inversely with self-rated respiratory health (SRRH; ß = 0.28, p = 0.02). However, PM2.5 did not predict lung function (FEV1% predicted and FEV1/FVC). However, PM2.5 was related to use of asthma controller drugs (ß = 0.38, p = 0.001). Participants' air pollution ratings predicted total healthcare utilization (ß = 0.33, p = 0.01). Conclusions: In elderly persons with asthma, living near heavy industry and busy highways, objective and perceived environmental pollution relate to participants' respiratory health and healthcare utilization. Importantly, air pollution might increase use of asthma controller drugs containing corticosteroids with implication for elderly persons' risk to develop osteoporosis and cardiovascular disease.

Nurse-Reported Bullying and Documented Adverse Patient Events: An Exploratory Study in a US Hospital.

BACKGROUND: Negative nurse work environments have been associated with nurse bullying and poor nurse health. However, few studies have examined the influence of nurse bullying on actual patient outcomes. PURPOSE: The purpose of the study was to examine the association between nurse-reported bullying and documented nursing-sensitive patient outcomes. METHODS: Nurses (n = 432) in a large US hospital responded to a survey on workplace bullying. Unit-level data for 5 adverse patient events and nurse staffing were acquired from the National Database of Nursing Quality Indicators. Generalized linear models were used to examine the association between bullying and adverse patient events. A Bayesian regression analysis was used to confirm the findings. RESULTS: After controlling for nurse staffing and qualification, nurse-reported bullying was significantly associated with the incidence of central-line-associated bloodstream infections (P < .001). CONCLUSIONS: Interventions to address bullying, a malleable aspect of the nurse practice environment, may help to reduce adverse patient events.

Taking a Stand: An Untapped Strategy to Reduce Waterpipe Smoking in Adolescents.

INTRODUCTION: Waterpipe use amongst adolescents is on the rise globally. Thus, there is a need to understand adolescents 'attitudes towards and perceptions of waterpipe use in order to develop specific interventions against this form of tobacco use. METHODS: Focus group interviews were conducted among 37 Swedish adolescents (14 boys and 23 girls) from grades 10 to 12. Waterpipe users and nonusers were interviewed separately, with two groups each for users and nonusers. Interviews were audiotaped, transcribed, and thematically analyzed using content analysis. RESULTS: Six themes emerged including taking a stand, weighing the risks, Lack of knowledge, Social context, Waterpipe new and unknown, and Family influence. Taking a stand was about being able to stand up for one's owns views rather than giving in to peer pressure to smoke waterpipe. Participants feared harming others via secondhand smoke and expressed criticism of the tobacco industry. Participants considered the health consequences and feared addiction. Lack of knowledge concerning health effects of waterpipe smoking due to the unavailability of credible information was also reported. Waterpipe smoking was considered a social event carried out in the company of friends. Perceived as novel and fun, waterpipe was smoked out of curiosity. Parents' and siblings' smoking behaviors influenced adolescent waterpipe use. CONCLUSION: Adolescents reported lacking information about the possible health effects of waterpipe smoking and that gaining such knowledge would make it easier for them to take a stand and refuse smoking waterpipe. Prevention strategies should focus on providing adolescents with factual information about the dangers of waterpipe use.

Organizational determinants of bullying and work disengagement among hospital nurses.

AIMS: To identify organizational determinants of bullying and resulting work disengagement among hospital nurses. DESIGN: A cross-sectional, web-based, anonymous questionnaire study. METHODS: The questionnaire was administered in 2017 to all Registered Nurses in a regional healthcare system in the United States (N = 1,780), with 331 complete responses. Logistic regression was used to identify factors associated with personally experiencing and witnessing bullying, respectively. Linear regression was conducted to identify organizational factors associated with disengagement due to bullying. RESULTS: Psychological safety, a measure of team trust and respect, was inversely associated with being personally bullied and witnessing bullying. Being personally bullied, but not witnessing bullying, was associated with disengagement due to bullying. Psychological safety and competence development, a measure of opportunities to develop skills and knowledge at work, were both inversely associated with disengagement due to bullying. CONCLUSION: Hospital units characterized by trust and respect among nurses are less likely to have a culture of bullying. Both psychological safety and competence development have a protective effect on nurse disengagement from the workplace due to bullying. Interventions to mitigate and prevent bullying and work disengagement among nurses should encompass efforts to enhance psychological safety and opportunities for competence development. IMPACT: Bullying is a pervasive hazard in the nursing profession that contributes to unhealthy workplaces. Nurse managers and staff nurses should work together to establish psychologically safe environments where nurses dare to discuss tough issues like bullying. This research contributes to understanding the characteristics of work environments in which nurses can thrive and work effectively.

Waterpipe use in adolescents in Northern Sweden: Association with mental well-being and risk and health behaviours.

AIMS: There is a lack of studies examining the association between waterpipe smoking and mental well-being among adolescents. This study sought to determine whether waterpipe smoking is associated with mental well-being and other risk and health behaviours in adolescents. METHODS: A questionnaire was distributed to 1006 adolescents in grades 9-12 (with a response rate of >95%), containing questions on measures of stress, mental energy and sleep. In addition, the questionnaire assessed risk and health behaviours, including use of a waterpipe, cigarettes, e-cigarettes, snus, alcohol, narcotics, gambling and exercise. Logistic regression was used to assess factors associated with waterpipe use. RESULTS: Thirty-seven per cent ( n=371) of the participants had used a waterpipe at some point. Waterpipe use was associated with lower mental energy (odds ratio [OR] = 0.90, 95% confidence interval [CI] 0.81-0.99), higher stress (OR = 1.10, 95% CI 1.02-1.20) and use of cigarettes (OR = 3.82, 95% CI 2.33-6.03), e-cigarettes (OR = 3.26, 95% CI 2.12-4.99), snus (OR = 2.29, 95% CI 2.12-4.99), alcohol (OR = 1.92, 95% CI 1.07-3.44) and narcotics (OR = 3.64, 95% CI 1.75-7.58). Waterpipe use was not significantly associated with gambling, exercise or sleep quality. CONCLUSIONS: Waterpipe use in adolescents is associated with worse mental well-being, as well as use of other nicotine products, alcohol and narcotics. Prospective studies are needed to delineate causal and temporal relationships further between waterpipe use and mental well-being and its relationship to other risky behaviours in order to design effective prevention programs.

Determinants of resource needs and utilization among refugees over time.

PURPOSE: This study examined refugees' resource needs and utilization over time, investigated the relationships between pre-displacement/socio-demographic variables and resource needs and utilization, and explored the role of resource needs and utilization on psychiatric symptom trajectories. METHODS: Iraqi refugees to the United States (N = 298) were assessed upon arrival and at 1-year intervals for 2 years for socio-demographic variables and pre-displacement trauma experiences, their need for and utilization of 14 different resources, and PTSD and depressive symptoms. RESULTS: Although refugees reported reduction of some needs over time (e.g., need for cash assistance declined from 99 to 71 %), other needs remained high (e.g., 99 % of refugees reported a need for health care at the 2-year interview). Generally, the lowest needs were reported after 2 years, and the highest utilization occurred during the first year post-arrival. Pre-displacement trauma exposure predicted high health care needs but not high health care utilization. Both high need for and use of health care predicted increasing PTSD and depressive symptoms. Specifically, increased use of psychological care across the three measurement waves predicted more PTSD and depression symptoms at the 2-year interview. CONCLUSIONS: Differences emerged between need for and actual use of resources, especially for highly trauma-exposed refugees. Resettlement agencies and assistance programs should consider the complex relationships between resource needs, resource utilization, and mental health during the early resettlement period.

Patient Involvement: A New Source of Stress in Health Care Work?

Patients have become increasingly well informed with higher expectations to be involved in decision-making processes regarding their care and treatment. However, few studies have examined the impact of patient involvement on health care providers' partnership-building communication. The aim of this study was to measure and explore the self-reported effects of patient involvement on the work of physicians and nurses. A questionnaire survey was distributed among cardiology staff in 12 Swedish hospitals (N = 488, response rate 67%). The sample was comprised of registered nurses (RNs, n = 303), licensed practical nurses (LPNs, n = 132), and physicians (MDs, n = 53). Confirmatory factor analysis was used to examine seven questionnaire statements concerning implications of patient involvement for one's clinical work. Regression analyses were used to examine factors associated with staff's partnership-building communication. Analysis confirmed two distinct factors accounting for 57% of the total variance, representing both negative-"Hassles"-and positive-"Uplifts"-aspects of patient involvement. Regression analyses revealed that only positive aspects (i.e., uplifts) of patient involvement predicted staff behavior aimed at involving patients. Working with actively involved patients may be a source of stress, both negative and positive, for health care professionals. By developing work routines for involving patients in their care, health care workplaces may help health care professionals to buffer the negative effects, and enhance the positive effects, of that stress.

Unemployment in Iraqi refugees: The interaction of pre and post-displacement trauma.

Previous refugee research has been unable to link pre-displacement trauma with unemployment in the host country. The current study assessed the role of pre-displacement trauma, post-displacement trauma, and the interaction of both trauma types to prospectively examine unemployment in a random sample of newly-arrived Iraqi refugees. Participants (N = 286) were interviewed three times over the first two years post-arrival. Refugees were assessed for pre-displacement trauma exposure, post-displacement trauma exposure, a history of unemployment in the country of origin and host country, and symptoms of posttraumatic stress disorder (PTSD) and depression. Analyses found that neither pre-displacement nor post-displacement trauma independently predicted unemployment 2 years post-arrival; however, the interaction of pre and post-displacement trauma predicted 2-year unemployment. Refugees with high levels of both pre and post-displacement trauma had a 91% predicted probability of unemployment, whereas those with low levels of both traumas had a 20% predicted probability. This interaction remained significant after controlling for sociodemographic variables and mental health upon arrival to the US. Resettlement agencies and community organizations should consider the interactive effect of encountering additional trauma after escaping the hardships of the refugee's country of origin.

The relationship of chronic and momentary work stress to cardiac reactivity in female managers: feasibility of a smart phone-assisted assessment system.

OBJECTIVES: To evaluate a wireless smart phone-assisted (SPA) system that assesses ongoing heart rate (HR) and HR-triggered participant reports of momentary stress when HR is elevated during daily life. This SPA system was used to determine the independent and interactive roles of chronic and momentary work stress on HR reactivity among female managers. METHODS: A sample of 40 female managers reported their chronic work stress and wore the SPA system during a regular workday. They provided multiple reports of their momentary stress, both when triggered by increased HR and at random times. Relationships among chronic stress, momentary stress, and HR were analyzed with hierarchical linear modeling. RESULTS: Both chronic work stress (b = 0.08, standard error [SE] = 0.03, p = .003) and momentary work stress (b = 1.25, SE = 0.62, p = .052) independently predicted greater HR reactivity, adjusting for baseline HR, age, smoking, caffeine, alcohol use, and momentary physical activity levels. More importantly, chronic and momentary stress significantly interacted (b = 1.00, SE = 0.04, p = .036); high momentary stress predicted elevated HR only in the context of high chronic stress. CONCLUSIONS: Female managers who experience chronic work stress displayed elevated cardiac reactivity during momentary stress at work. The joint assessment of chronic stress and momentary stress and their relationship to physiological functioning during work clarifies the potential health risks associated with work stress. Moreover, this wireless SPA system captures the immediate subjective context of individuals when physiological arousal occurs, which may lead to tailored stress management programs in the workplace.

Brief narrative exposure therapy for posttraumatic stress in Iraqi refugees: a preliminary randomized clinical trial.

Many Iraqi refugees suffer from posttraumatic stress. Efficient, culturally sensitive interventions are needed, and so we adapted narrative exposure therapy into a brief version (brief NET) and tested its effects in a sample of traumatized Iraqi refugees. Iraqi refugees in the United States reporting elevated posttraumatic stress (N = 63) were randomized to brief NET or waitlist control conditions in a 2:1 ratio; brief NET was 3 sessions, conducted individually, in Arabic. Positive indicators (posttraumatic growth and well-being) and symptoms (posttraumatic stress, depressive, and somatic) were assessed at baseline and 2- and 4-month follow-up. Treatment participation (95.1% completion) and study retention (98.4% provided follow-up data) were very high. Significant condition by time interactions showed that those receiving brief NET had greater posttraumatic growth (d = 0.83) and well-being (d = 0.54) through 4 months than controls. Brief NET reduced symptoms of posttraumatic stress (d = -0.48) and depression (d = -0.46) more, but only at 2 months; symptoms of controls also decreased from 2 to 4 months, eliminating condition differences at 4 months. Three sessions of brief NET increased growth and well-being and led to symptom reduction in highly traumatized Iraqi refugees. This preliminary study suggests that brief NET is both acceptable and potentially efficacious in traumatized Iraqi refugees.

Obesity and overweight in ethnic minorities of the Detroit metropolitan area of Michigan.

Race, ethnicity and socioeconomic factors influence the prevalence of obesity and overweight, which are major public health problems. Our objectives were (1) to calculate the prevalence of self-reported obesity and overweight in whites, blacks, Chaldeans, and Arabs in the Detroit metropolitan area; and (2) to examine the odds for self-reported overweight and obesity in the racial and ethnic minorities when compared to whites. The responses to a self-administered survey conducted among the adult residents (n = 2,883) of the Detroit metropolitan area of Michigan were analyzed. Prevalence of overweight and obesity were 47.4 and 34.6 % respectively for the whole sample, while it was 39.9 and 43.6 % for whites, 42.3 and 47.8 % for blacks, 46.2 and 30.3 % for Chaldeans, and 52.2 and 28.5 % for Arabs. The odds for obesity was significantly lower in Arabs [odds ratio (OR) 0.31; 95 % confidence interval (CI) 0.13-0.72] and Chaldeans (OR 0.14; 95 % CI 0.06-0.33) when compared to whites. Chaldeans (OR 0.36; 95 % CI 0.15-0.86) had significantly decreased likelihood for being overweight compared to whites. Odds for obesity and overweight can vary in the different ethnic minorities within whites. Sharing similar living conditions decreases the differences in the odds for overweight and obesity between whites and blacks. Taking into consideration the racial and ethnic differences of the target population may help in developing better programs for fighting overweight and obesity.

Resilience as a protective factor against the development of psychopathology among refugees.

Refugee research, to date, has predominantly focused on factors that make refugees more vulnerable for developing posttraumatic stress disorder (PTSD) and/or psychological distress. Few articles have studied potential protective factors such as resilience. A targeted nonrandom sample of Iraqi refugees (n = 75) and a control group of non-Iraqi Arab immigrants (n = 53) were recruited from a number of Iraqi/Arab community institutions in Michigan to complete a questionnaire that included measures for psychological distress, PTSD symptoms, exposure to trauma, and resilience. The refugees reported significantly more PTSD symptoms (t-test, p < 0.01) and psychological distress (p < 0.05) compared with the immigrants. There was no difference in resilience between the two groups. In linear regression, premigration exposure to violence was a significant predictor of psychological distress (p < 0.01) and PTSD symptoms (p < 0.01). After controlling for migrant status and violence exposure, resilience was a significant inverse predictor of psychological distress (p < 0.001) but not of PTSD. Resilience is associated with less trauma-related psychological distress and should be considered in assessing risk and protective factors among victims of war-related violence.

Assessment of a prevention program for work-related stress among urban police officers.

OBJECTIVE: To determine the efficacy of a primary prevention program designed to improve psychobiological responses to stress among urban police officers. METHODS: A random sample of 37 police cadets received complementary training in psychological and technical techniques to reduce anxiety and enhance performance when facing a series of police critical incidents. Training was done by Special Forces officers, trained by the authors in imaging. A random sample of 38 cadets, receiving training as usual, was followed in parallel. Assessment of somatic and psychological health, and stress biomarkers, was done at baseline, immediately following training, and after 18 months as regular police officers. Comparison was done using two-way repeated analysis of variance (ANOVA) and logistic regression. RESULTS: The intervention group improved their general health and problem-based coping as compared to the control group. They also demonstrated lower levels of stomach problems, sleep difficulties, and exhaustion. Training was associated with an OR of 4.1 (95% CI, 1.3-13.7; p < 0.05) for improved GHQ scores during the study as compared to no changes or worsening score. CONCLUSIONS: This first primary prevention study of high-risk professions demonstrates the validity and functional utility of the intervention. Beneficial effects lasted at least during the first 2 years on the police force. It is suggested that preventive imagery training in first responders might contribute to enhanced resiliency.

Increased Substance Use among Nurses during the COVID-19 Pandemic.

There is growing evidence that the COVID-19 pandemic has had a severe impact on the nursing profession worldwide. Occupational strain has disrupted nurses' emotional wellbeing and may have led to negative coping behaviors, such as increased substance use, which could impair cognitive functioning. The aim of this study was to examine whether increased substance use in a sample of U.S. nurses during the pandemic was related to greater workplace cognitive failure. An online questionnaire was administered in May 2020 to Michigan nurses statewide via three nursing organizations (n = 695 respondents). A path model was used to test the direct effects of reported increased substance use on workplace cognitive failure and via parallel psychological mediators. The model had excellent fit to the observed data, with statistically significant, unique mediating effects of greater symptoms of anxiety (b = 0.236, z = 2.22, p = 0.027), posttraumatic stress disorder (b = 0.507, z = 4.62, p < 0.001) and secondary trauma (b = 1.10, z = 2.82, p = 0.005). Importantly, the direct effect of increased substance use on workplace cognitive failure was not statistically significant independent of the mediators (b = 0.133, z = 0.56, p = 0.576; 95% confidence interval: -0.33, 0.60). These results point to the importance of further delineating the mechanistic pathways linking adverse stress to workplace cognitive failure. As we emerge from the pandemic, healthcare systems should focus resources on supporting cognitive health by addressing the psychological and emotional welfare of nurses, many of whom may be struggling with residual trauma and increased substance use.

Obstructive sleep apnea, posttraumatic stress disorder, and health in immigrants.

OBJECTIVE: To determine whether obstructive sleep apnea mediates the relationship between posttraumatic stress disorder (PTSD) and psychosomatic and somatic disorders and its implications for self-rated health (SRH) among Iraqi immigrants in the United States. METHODS: A random sample of immigrants who had left Iraq before the 1991 Gulf War (n = 145) or after (n = 205) and are residing in metropolitan Detroit responded to a structured interview covering questions on sociodemographics, premigration trauma, SRH, physician-diagnosed and -treated obstructive sleep apnea, somatic disorders, and psychosomatic disorders. Structural equation modeling was used to evaluate the relationship between premigration trauma scores and health, as well as to explore mediating pathways between PTSD, obstructive sleep apnea, and health. RESULTS: The prevalence of obstructive sleep apnea among post-Gulf Warimmigrants (30.2%) was significantly higher than among pre-Gulf War immigrants (0.7%; p < .001). Premigration trauma scores were positively associated with depression and PTSD. Structural equation modeling supported a model in which obstructive sleep apnea mediated the relationship between PTSD and psychosomatic and somatic disorders. Premigration trauma also related directly to SRH. CONCLUSIONS: Part of the PTSD-associated adverse health effects observed in Iraqi immigrants is mediated by obstructive sleep apnea. Because sleep apnea in the current study is based on medical history and current treatment, there is a need for future confirmatory polysomnographic studies.

Applying machine learning to explore the association between biological stress and near misses in emergency medicine residents.

Physician stress is associated with near misses and adverse medical events. However, little is known about physiological mechanisms linking stress to such events. We explored the utility of machine learning to determine whether the catabolic stress hormone cortisol and the anabolic, anti-stress hormone dehydroepiandrosterone sulfate (DHEA-S), as well as the cortisol to DHEA-S ratio relate to near misses in emergency medicine residents during active duty in a trauma 1 emergency department. Compared to statistical models better suited for inference, machine learning models allow for prediction in situations that have not yet occurred, and thus better suited for clinical applications. This exploratory study used multiple machine learning models to determine possible relationships between biomarkers and near misses. Of the various models tested, support vector machine with radial bias function kernels and support vector machine with linear kernels performed the best, with training accuracies of 85% and 79% respectively. When evaluated on a test dataset, both models had prediction accuracies of around 80%. The pre-shift cortisol to DHEA-S ratio was shown to be the most important predictor in interpretable models tested. Results suggest that interventions that help emergency room physicians relax before they begin their shift could reduce risk of errors and improve patient and physician outcomes. This pilot demonstrates promising results regarding using machine learning to better understand the stress biology of near misses. Future studies should use larger groups and relate these variables to information in electronic medical records, such as objective and patient-reported quality measures.