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1.
Am J Public Health ; 114(S2): 200-203, 2024 Feb.
Article En | MEDLINE | ID: mdl-38354356

Objectives. To identify potential drivers of health care worker attrition. Methods. We conducted a survey of 1083 nonphysician health care workers in a large urban health system in New York City from September to October 2022. Results. The results of a multivariable logistic regression analysis revealed that higher odds of intending to leave health care were significantly associated with male gender, registered nurse profession, burnout, self-perceived mental health service need, and verbal abuse from patients or visitors, whereas lower odds were seen among those reporting greater emotional well-being and a better workplace culture. A relative importance analysis indicated that burnout was the strongest correlate of intention to leave (22.5% relative variance explained [RVE]), followed by subjective emotional well-being (16.7% RVE), being a registered nurse (12.3% RVE), poorer perceived workplace culture (9.5% RVE), and male gender (5.9% RVE). Conclusions. Overall, our findings suggest the need for well-coordinated interventions that address both individual- and system-level factors in an effort to improve retention. Public Health Implications. Our results indicate a need for interventions targeting workplace culture, staff burnout, and mental health service provision. (Am J Public Health. 2024;114(S2):S200-S203. https://doi.org/10.2105/AJPH.2024.307574).


Burnout, Professional , COVID-19 , Nursing Staff, Hospital , Humans , Male , Intention , Pandemics , Job Satisfaction , Nursing Staff, Hospital/psychology , COVID-19/epidemiology , Burnout, Professional/epidemiology , Burnout, Professional/psychology , Surveys and Questionnaires , Delivery of Health Care
2.
J Gen Intern Med ; 39(3): 450-459, 2024 Feb.
Article En | MEDLINE | ID: mdl-37845586

BACKGROUND: Little is known about the relationship among systemic racism, psychological symptoms (depression, anxiety, and/or post-traumatic stress disorders), and burnout in healthcare workers (HCWs). OBJECTIVE: To determine whether distress related to awareness of systemic racism contributes to psychological symptoms and/or burnout in HCWs. We explored whether this form of racism-related distress may moderate the relationship between race, ethnicity, psychological symptoms, and burnout. DESIGN: A cross-sectional survey was conducted from November 19, 2020, through January 11, 2021. Statistical analysis was conducted from May 3, 2022, to June 15, 2022. PARTICIPANTS: Frontline HCWs at an urban tertiary care hospital in New York City. MAIN MEASURES: Distress related to awareness of systemic racism (SR) and racial disparities in COVID-19 outcomes (RD), psychological symptoms, and burnout. KEY RESULTS: Two thousand one of 4654 HCWs completed the survey (response rate 43.0%). Most HCWs reported experiencing distress related to awareness of systemic racism (1329 [66.4%]) and to racial disparities in COVID-19 outcomes (1137 [56.8%]). Non-Hispanic Black participants (SR odds ratio (OR) 2.84, p < .001; RD OR 2.34, p < .001), women (SR OR 1.35, p = .01; RD OR 1.67, p < .001), and those with history of mental illness (SR OR 2.13, p < .001; RD OR 1.66, p < .001) were more likely to report SR- and RD-related distress, respectively. HCWs who experienced "quite-a-bit to extreme" SR-related distress were more likely to screen positive for psychological symptoms (OR 5.90, p < .001) and burnout (OR 2.26, p < .001). CONCLUSIONS: Our findings suggest that distress related to awareness of systemic racism, not race/ethnicity, was associated with experiencing psychological symptoms and burnout in HCWs. As the medical community continues to critically examine the role of systemic racism in healthcare, our work is a first step in characterizing its toll on the psychological well-being of HCWs.


Burnout, Professional , COVID-19 , Humans , Female , Systemic Racism , Cross-Sectional Studies , New York City/epidemiology , Pandemics , Health Personnel , Burnout, Professional/epidemiology
3.
Gen Hosp Psychiatry ; 85: 1-7, 2023.
Article En | MEDLINE | ID: mdl-37716020

OBJECTIVE: To examine racial/ethnic differences in mental health outcomes and risk factors during the COVID-19 pandemic among frontline healthcare workers (FHCWs). METHODS: A survey was conducted on FHCWs at a large metropolitan hospital during winter 2021. Depression, anxiety, and post-traumatic stress symptoms, demographic characteristics, and COVID-19-related occupational factors were assessed. Multivariable logistic regression examined factors associated with screening positive for psychiatric symptoms and their interactions with race/ethnicity. RESULTS: Of 1437 FHCWs, 762 (53.0%) self-identified as white, 451 (31.4%) as Asian, 118 (8.2%) as Black, and 106 (7.4%) as Latinx. Black FHCWs had a higher prevalence of screening positive for depression (18.6%) than other groups (6.6%-11.7%, p < .05). Significant risk factors by race/ethnicity interactions indicated that having cared for patients who died from COVID-19 increased risk of psychiatric symptoms among white and Black individuals, having to make difficult decisions prioritizing patients increased risk most significantly among white and Asian individuals, and working more hours increased risk most significantly among Latinx individuals. CONCLUSION: Results suggest that occupational stressors may have differential impacts on mental health among racial/ethnic groups of FHCWs. Findings provide insight on subgroups with increased vulnerability to certain risk factors and inform interventions to improve mental health in diverse FHCWs.


COVID-19 , Humans , COVID-19/epidemiology , Pandemics , Health Personnel , Risk Factors , Outcome Assessment, Health Care
4.
Article En | MEDLINE | ID: mdl-37047942

(1) Background: This study examined the prevalence and correlates of factors associated with self-reported mental health service use in a longitudinal cohort of frontline health care workers (FHCWs) providing care to patients with COVID-19 throughout 2020. (2) Methods: The study comprised a two-wave survey (n = 780) administered in April-May 2020 (T1) and November 2020-January 2021 (T2) to faculty, staff, and trainees in a large urban medical center. Factors associated with initiation, cessation, or continuation of mental health care over time were examined. (3) Results: A total of 19.1% of FHCWs endorsed currently utilizing mental health services, with 11.4% continuing, 4.2% initiating, and 3.5% ceasing services between T1 and T2. Predisposing and need-related factors, most notably a history of a mental health diagnosis and distress related to systemic racism, predicted service initiation and continuation. Among FHCWs with a prior mental health history, those with greater perceived resilience were less likely to initiate treatment at T2. Descriptive data highlighted the importance of services around basic and safety needs (e.g., reliable access to personal protective equipment) relative to mental health support in the acute phase of the pandemic. (4) Conclusions: Results may be helpful in identifying FHCWs who may benefit from mental health services.


COVID-19 , Mental Health Services , Humans , COVID-19/epidemiology , Pandemics , Health Personnel/psychology , Mental Health
5.
J Psychiatr Res ; 162: 88-94, 2023 06.
Article En | MEDLINE | ID: mdl-37105023

Women are at heightened risk for chronic stress-related psychological sequelae (SRPS), including major depressive disorder (MDD), generalized anxiety disorder (GAD), and posttraumatic stress disorder (PTSD) in response to potentially traumatic events, including the COVID-19 pandemic. However, few studies have examined pre- and peri-event stressors that could account for gender differences in chronic SRPS. To address this gap, we conducted a prospective cohort study of healthcare providers (HCPs) caring for patients with COVID-19 at a large tertiary care hospital in New York City, and measured mental health risk factors and symptoms of MDD, GAD, and PTSD at baseline (April 2020) and at a 7-month follow-up (December 2020). We defined chronic SRPS as the presence of probable MDD, GAD, and/or PTSD at both timepoints. We conducted a mediation analysis to evaluate whether pre- and peri-event stressors explained women's increased risk for chronic SRPS. Among our sample of 786 HCPs, 571 (72.6%) were women. Compared with men, women were twice as likely to have chronic SRPS (18.7% vs. 8.8%, χ2[1] = 11.38, p < 0.001). However, after accounting for pre- and peri-event stressors, being a woman was no longer associated with chronic SRPS (p = 0.58). The pre- and peri-event stressors that accounted for this heightened risk among women included being in a woman-prevalent profession (specifically nursing; estimate = 0.08, SE = 0.04, p = 0.05), pre-pandemic burnout (estimate = 0.11, SE = 0.05, p = 0.04), greater family-related (estimate = 0.09, SE = 0.03, p = 0.004), infection-related (estimate = 0.06, SE = 0.02, p = 0.007), and work-related concerns (estimate = 0.11, SE = 0.03, p < 0.001), and lower leadership support (estimate = 0.07, SE = 0.03, p = 0.005). These findings can inform institutional interventions to mitigate the risk of chronic SRPS among women HCPs.


COVID-19 , Depressive Disorder, Major , Stress Disorders, Post-Traumatic , Male , Humans , Female , COVID-19/epidemiology , Prospective Studies , Depressive Disorder, Major/epidemiology , Depressive Disorder, Major/complications , Sex Factors , Pandemics , Stress Disorders, Post-Traumatic/psychology , Health Personnel , Disease Progression
6.
J Occup Environ Med ; 65(5): 362-369, 2023 05 01.
Article En | MEDLINE | ID: mdl-36727906

OBJECTIVE: This study aimed to longitudinally examine the prevalence and correlates of burnout in frontline healthcare workers (FHCWs) during COVID-19 in New York City. METHODS: A prospective cohort study of 786 FHCWs at Mount Sinai Hospital was conducted during the initial COVID surge in April to May 2020 (T1) and November 2020 to January 2021 (T2) to assess factors impacting burnout. RESULTS: Burnout increased from 38.9% to 44.8% ( P = 0.002); 222 FHCWs (28.3%) had persistent burnout, 82 (10.5%) had early burnout, and 129 (16.5%) had delayed burnout. Relative to FHCWs with no burnout ( n = 350; 44.7%), those with persistent burnout reported more prepandemic burnout (relative risk [RR], 6.67), less value by supervisors (RR, 1.79), and lower optimism (RR, 0.82), whereas FHCWs with delayed burnout reported more prepandemic burnout (RR, 1.75) and caring for patients who died (RR, 3.12). CONCLUSION: FHCW burnout may be mitigated through increasing their sense of value, support, and optimism; treating mental health symptoms; and counseling regarding workplace distress.


COVID-19 , Pandemics , Humans , Longitudinal Studies , New York City/epidemiology , Prospective Studies , COVID-19/epidemiology , Cohort Studies , Health Personnel
7.
Gen Hosp Psychiatry ; 79: 158-161, 2022.
Article En | MEDLINE | ID: mdl-36403350

OBJECTIVE: To examine the longitudinal associations between dimensions of COVID-19 pandemic-related moral distress (MD) and moral injury (MI)-related guilt in a large sample of frontline COVID-19 healthcare workers (FHCWs). METHODS: Data from a diverse occupational cohort of 786 COVID-19 FHCWs were collected during the initial peak of the COVID-19 pandemic in New York City and again 7 months later. Baseline MD and MI-related guilt at follow-up were assessed in three domains: family-, work-, and infection-related. Social support was evaluated as a potential moderator of associations between MD and MI-related guilt. RESULTS: A total of 66.8% of FHCWs reported moderate-or-greater levels of MI-related guilt, the most prevalent of which were family (59.9%) or work-related (29.4%). MD was robustly predictive of guilt in a domain-specific manner. Further, among FHCWs with high levels of work-related MD, those with greater perceptions of supervisor support were less likely to develop work-related guilt 7 months later. DISCUSSION: MD was found to be highly prevalent in FHCWs during the initial wave of the COVID-19 pandemic and was linked to the development of MI-related guilt over time. Prevention and early intervention efforts to mitigate MD and bolster supervisor support may help reduce risk for MI-related guilt in this population.


COVID-19 , Stress Disorders, Post-Traumatic , Humans , COVID-19/epidemiology , Stress Disorders, Post-Traumatic/epidemiology , Pandemics , Guilt , Health Personnel , Morals
9.
J Nurs Adm ; 52(11): 598-607, 2022 Nov 01.
Article En | MEDLINE | ID: mdl-36301869

OBJECTIVE: This study aimed to identify factors associated with burnout in nurses and nurses' opinions regarding interventions to promote well-being during crisis conditions such as those experienced during the COVID-19 pandemic. BACKGROUND: Burnout among nurses is prevalent under usual conditions and may increase during crises such as COVID-19. METHODS: Researchers conducted a survey of 1103 frontline nurses in a single New York City hospital during the first (spring 2020) and second (fall 2020/winter 2021) local waves of COVID-19. RESULTS: Burnout prevalence increased from 45% to 52% between the first and second wave. Younger age, female gender, posttraumatic stress, anxiety or depressive symptoms, history of burnout, feeling less valued by hospital leadership, less informed of responsibilities, less certain about duration of enhanced workload, and prepared by prepandemic experience were predictive of burnout in multivariable analyses. CONCLUSIONS: Although some identified risk factors for burnout were nonmodifiable, others may be modifiable by hospital leadership.


Burnout, Professional , COVID-19 , Female , Humans , Pandemics , Burnout, Professional/epidemiology , Burnout, Psychological , Patient Care
10.
J Psychiatr Res ; 152: 219-224, 2022 08.
Article En | MEDLINE | ID: mdl-35753241

OBJECTIVE: Frontline healthcare workers (FHCWs) responding to the COVID-19 pandemic develop posttraumatic stress disorder (PTSD), major depressive disorder (MDD) and generalized anxiety disorder (GAD) symptoms. Such symptoms are associated with burnout, occupational and relational difficulties. In the current study, we examined the prospective association between acute transdiagnostic COVID-19-related PTSD, MDD, and GAD symptoms at pandemic outset, and burnout and functional difficulties several months later in FHCWs in New York City. METHODS: Wave 1 symptoms of COVID-19-related PTSD, MDD, and GAD, were assessed in 787 FHCWs from April 14 to May 11th, 2020. Burnout and occupational difficulties were assessed at wave 1 and wave 2, approximately 7 months later. RESULTS: After adjusting for wave 1 burnout, wave 1 MDD symptoms, particularly sleep difficulties, loss of interest, and feeling tired/having little energy, collectively explained 42% incremental variance in this outcome. After adjusting for wave 1 work difficulties, MDD and PTSD symptoms, particularly feeling tired/having little energy, loss of interest, and negative expectations of self/world, collectively explained 42% incremental variance in this outcome. After adjusting for wave 1 relationship difficulties, MDD, GAD, and PTSD symptoms, particularly depressed mood, irritability, and appetite disturbance, explained 26% incremental variance in this outcome. CONCLUSIONS: Results highlight psychiatric symptoms assessed during the acute phase of the COVID-19 pandemic that may help predict burnout and work and relationship difficulties in FHCWs. Early interventions aimed at ameliorating transdiagnostic symptoms of MDD, PTSD, and GAD may help mitigate risk for burnout and functional difficulties in this population.


Burnout, Professional , COVID-19 , Depressive Disorder, Major , Stress Disorders, Post-Traumatic , Burnout, Professional/epidemiology , COVID-19/epidemiology , Depressive Disorder, Major/epidemiology , Depressive Disorder, Major/psychology , Health Personnel/psychology , Humans , Pandemics , Prospective Studies , Stress Disorders, Post-Traumatic/psychology
11.
Int Arch Occup Environ Health ; 95(6): 1279-1291, 2022 08.
Article En | MEDLINE | ID: mdl-35064838

OBJECTIVES: We sought to describe the course and correlates of psychological distress in frontline healthcare workers (FHCWs) during the COVID-19 pandemic in New York City (NYC). METHODS: A prospective cohort study of FHCWs at the Mount Sinai Hospital was conducted during the initial 2020 surge (T1) and 7 months later (T2). Psychological distress [i.e., positive screen for pandemic-related post-traumatic stress disorder (PTSD), major depressive disorder (MDD), and/or generalized anxiety disorder (GAD)], occupational and personal exposures to COVID-19, coping strategies, and psychosocial characteristics were assessed. Four courses of psychological distress response were identified: no/minimal, remitted, persistent, and new-onset. Multinomial logistic regression and relative importance analyses were conducted to identify factors associated with courses of distress. RESULTS: Of 786 FHCWs, 126 (16.0%) FHCWs had persistent distress; 150 (19.1%) remitted distress; 35 (4.5%) new-onset distress; and 475 (60.4%) no/minimal distress. Relative to FHCWs with no/minimal distress, those with persistent distress reported greater relationship worries [19.8% relative variance explained (RVE)], pre-pandemic burnout (18.7% RVE), lower dispositional optimism (9.8% RVE), less emotional support (8.6% RVE), and feeling less valued by hospital leadership (8.4% RVE). Relative to FHCWs with remitted symptoms, those with persistent distress reported less emotional support (29.7% RVE), fewer years in practice (28.3% RVE), and psychiatric history (23.6% RVE). CONCLUSIONS: One-fifth of FHCWs in our study experienced psychological distress 7 months following the COVID-19 surge in NYC. Pandemic-related worries, pre-pandemic burnout, emotional support, and feeling valued by leaders were linked to persistent distress. Implications for prevention, treatment, and organizational efforts to mitigate distress in FHCWs are discussed.


Burnout, Professional , COVID-19 , Depressive Disorder, Major , Burnout, Professional/epidemiology , Burnout, Professional/psychology , COVID-19/epidemiology , Health Personnel/psychology , Humans , New York City/epidemiology , Pandemics , Prospective Studies , SARS-CoV-2
12.
J Affect Disord ; 296: 35-40, 2022 01 01.
Article En | MEDLINE | ID: mdl-34587547

BACKGROUND: The COVID-19 pandemic has led to significant mental health consequences for frontline health care workers (FHCWs). However, no known study has examined the prevalence, determinants, or correlates of posttraumatic growth (PTG) in this population. METHODS: Data were analyzed from a prospective cohort of FHCWs at an urban tertiary care hospital in New York City (NYC). Assessments were conducted during the spring 2020 pandemic peak (Wave 1) and seven months later (Wave 2). Multivariable logistic regression analyses were conducted to identify Wave 1 sociodemographic, occupational, and psychosocial factors associated with PTG at Wave 2, and the association between aspects of PTG with burnout and pandemic-related PTSD symptoms at Wave 2. RESULTS: A total 76.8% of FHCWs endorsed moderate or greater PTG; the most prevalent domains were increased appreciation of life (67.0%), improved relationships (48.7%), and greater personal strength (44.1%). Non-White race/ethnicity, greater levels of positive emotions, pandemic-related PTSD symptoms, dispositional gratitude, and feelings of inspiration were independently associated with PTG. At Wave 2, endorsement of spiritual growth during the pandemic was associated with 52% and 44% lower odds of screening positive for pandemic-related PTSD symptoms and burnout, respectively; greater improvement in relationships was associated with 36% lower odds of screening positive for burnout. LIMITATIONS: Single institution study and use of self-report instruments. CONCLUSIONS: Nearly 4-of-5 FHCWs report pandemic-related PTG, driven largely by salutogenic factors assessed during the pandemic surge. Interventions to bolster these factors may help promote PTG and mitigate risk for burnout and pandemic-related PTSD symptoms in this population.


COVID-19 , Posttraumatic Growth, Psychological , Stress Disorders, Post-Traumatic , Health Personnel , Humans , Pandemics , Prospective Studies , SARS-CoV-2 , Stress Disorders, Post-Traumatic/epidemiology
13.
J Occup Environ Med ; 64(5): 416-420, 2022 05 01.
Article En | MEDLINE | ID: mdl-34935678

OBJECTIVE: To evaluate the direct and interacting effects of personal and systemic factors that contribute to psychological distress among frontline healthcare workers (FHCWs) during the COVID-19 pandemic. METHODS: Data were collected using a hospital-wide, cross-sectional survey. A multivariable binary logistic regression and relative importance analysis was conducted to identify factors associated with screening positive for C19-distress. RESULTS: A total of 1005 (39.0%, 95%CI - 37.1-40.9%) out of 2579 FHCWs met the prespecified cutoff values for significant symptoms of C19-distress. Fewer sleep hours and lower perceptions of leadership support explained the majority of variance (19.4% relative variance explained [RVE]) in C19-distress, followed by team camaraderie (6.4% RVE), physical exercise (4.9% RVE), and engagement in hobbies (3.2% RVE). CONCLUSION: These results underscore the importance of restorative behaviors as potential targets to help decrease distress and promote resilience in FHCWs.


COVID-19 , COVID-19/epidemiology , Cross-Sectional Studies , Exercise , Health Personnel/psychology , Humans , Leadership , Pandemics , SARS-CoV-2 , Sleep
15.
Acad Med ; 96(12): 1722-1731, 2021 12 01.
Article En | MEDLINE | ID: mdl-34380941

PURPOSE: To examine the psychological impact of the COVID-19 pandemic on medical trainees (residents and fellows) working at Mount Sinai Hospital (MSH) in New York City (NYC), the initial epicenter of the United States pandemic. METHOD: The authors administered a survey to 991 trainees in frontline specialties working at MSH in NYC between April and May 2020. The instrument assessed symptoms of major depressive disorder, generalized anxiety disorder, COVID-19-related posttraumatic stress disorder, and burnout. Psychiatric screens were aggregated into 1 composite measure, and meeting criteria on any of the 3 scales was considered a positive screen for psychiatric symptoms. The survey also assessed COVID-19-related exposures, worries, coping strategies, and desired interventions. Multivariable logistic regressions were conducted to identify factors associated with psychiatric symptoms and burnout. RESULTS: Of the 560 respondents (56.6% response rate), 29.7% screened positive for psychiatric symptoms and 35.8% screened positive for burnout. History of a mental illness, COVID-19-related duties and personal/career worries, and coping by substance use were associated with increased likelihood of screening positive for psychiatric symptoms. Positive emotion-focused coping and feeling valued by supervisors were associated with decreased likelihood. Internal medicine and surgical specialties, a history of mental illness, increased duty hours, duty-related worries, personal/career worries, coping via self-blame and venting, and coping via substance use were associated with higher odds of burnout. Feeling valued by supervisors was associated with decreased burnout odds. The most common crisis-related needs included access to personal protective equipment, food provisions, and financial support. CONCLUSIONS: Psychological distress and burnout affected approximately one-third of trainees sampled during the height of the pandemic in NYC. As the pandemic surged beyond NYC, these findings suggest that interventions should include addressing basic needs, promoting leadership affirmation, moderating duty hours, supporting trainees financially, and enhancing mental health support.


COVID-19 , Fellowships and Scholarships/statistics & numerical data , Internship and Residency/statistics & numerical data , Mental Disorders/epidemiology , Occupational Diseases/epidemiology , Adult , Anxiety Disorders/epidemiology , Burnout, Professional/epidemiology , Depressive Disorder, Major/epidemiology , Female , Humans , Male , New York City/epidemiology , Occupational Diseases/psychology , Psychological Distress , SARS-CoV-2 , Stress Disorders, Post-Traumatic/epidemiology , Students, Medical/psychology , Surveys and Questionnaires
16.
Depress Anxiety ; 38(10): 1007-1017, 2021 10.
Article En | MEDLINE | ID: mdl-34293236

INTRODUCTION: Little is known about the relationship between moral distress and mental health problems. We examined moral distress in 2579 frontline healthcare workers (FHCWs) caring for coronavirus disease 2019 (COVID-19) patients during the height of the spring 2020 pandemic surge in New York City. The goals of the study were to identify common dimensions of COVID-19 moral distress; and to examine the relationship between moral distress, and positive screen for COVID-19-related posttraumatic stress disorder (PTSD) symptoms, burnout, and work and interpersonal functional difficulties. METHOD: Data were collected in spring 2020, through an anonymous survey delivered to a purposively-selected sample of 6026 FHCWs at Mount Sinai Hospital; 2579 endorsed treating COVID-19 patients and provided complete survey responses. Physicians, house staff, nurses, physician assistants, social workers, chaplains, and clinical dietitians comprised the sample. RESULTS: The majority of the sample (52.7%-87.8%) endorsed moral distress. Factor analyses revealed three dimensions of COVID-19 moral distress: negative impact on family, fear of infecting others, and work-related concerns. All three factors were significantly associated with severity and positive screen for COVID-19-related PTSD symptoms, burnout, and work and interpersonal difficulties. Relative importance analyses revealed that concerns about work competencies and personal relationships were most strongly related to all outcomes. CONCLUSION: Moral distress is prevalent in FHCWs and includes family-, infection-, and work-related concerns. Prevention and treatment efforts to address moral distress during the acute phase of potentially morally injurious events may help mitigate risk for PTSD, burnout, and functional difficulties.


Burnout, Professional , COVID-19 , Stress Disorders, Post-Traumatic , Burnout, Professional/epidemiology , Health Personnel , Humans , Morals , Pandemics , Psychosocial Functioning , SARS-CoV-2 , Stress Disorders, Post-Traumatic/epidemiology , United States/epidemiology
18.
J Clin Psychiatry ; 82(3)2021 04 27.
Article En | MEDLINE | ID: mdl-34004095

OBJECTIVE: The coronavirus disease 2019 (COVID-19) pandemic has led to an increased risk of psychiatric symptoms among frontline health care workers (FHCWs). In the current study, a novel "symptomics" approach was employed to examine the association between acute transdiagnostic symptoms of posttraumatic stress disorder (PTSD), major depressive disorder (MDD), and generalized anxiety disorder (GAD) and burnout and work and relationship difficulties in FHCWs at an urban tertiary care hospital in New York City. METHODS: Symptoms of COVID-19-related PTSD (4-item PTSD Checklist-5), MDD (Patient Health Questionnaire-8), GAD (Generalized Anxiety Disorder-7), burnout (Single-Item Mini-Z Burnout Assessment), and functional difficulties (Brief Inventory of Psychosocial Functioning) were assessed. Relative importance analyses were conducted to identify PTSD, MDD, and GAD symptoms associated with burnout and functional difficulties. RESULTS: The total number of eligible participants included 6,026 presumed FHCWs, of which 3,360 (55.8%) completed the survey and 2,579 (76.8%) of whom endorsed directly treating patients with COVID-19 and provided sufficient responses to our outcome variables for analysis. Feeling tired/having little energy, being easily annoyed or irritable, and feeling nervous, anxious, or on edge were most strongly associated with burnout; feeling tired/having little energy accounted for the greatest amount of explained variance (> 15%). Negative expectations of oneself or the world, trouble concentrating, and feeling easily annoyed or irritable were most strongly associated with work difficulties; negative expectations of oneself or the world accounted for the greatest amount of explained variance (> 9%). Feeling easily annoyed or irritable, negative expectations about oneself or the world, and feeling bad about oneself were most strongly associated with relationship difficulties; feeling easily annoyed or irritable accounted for the greatest amount of explained variance (> 10%). CONCLUSIONS: Results of this study underscore the importance of a transdiagnostic, symptom-based approach when examining associations between acute psychopathology and burnout and functional difficulties in FHCWs. Further work is needed to determine if early interventions aimed at ameliorating specific psychiatric symptoms may help mitigate risk for peri- and posttraumatic burnout and functional difficulties in this population.


Anxiety Disorders/physiopathology , Burnout, Professional/physiopathology , COVID-19/therapy , Depressive Disorder, Major/physiopathology , Fatigue/physiopathology , Irritable Mood/physiology , Personnel, Hospital , Stress Disorders, Post-Traumatic/physiopathology , Adult , Female , Hospitals, Urban , Humans , Male , Middle Aged , New York City , Tertiary Care Centers
19.
JAMA Netw Open ; 4(5): e2110721, 2021 05 03.
Article En | MEDLINE | ID: mdl-34014326

Importance: Guidelines recommend that adult patients receive screening for alcohol and drug use during primary care visits, but the adoption of screening in routine practice remains low. Clinics frequently struggle to choose a screening approach that is best suited to their resources, workflows, and patient populations. Objective: To evaluate how to best implement electronic health record (EHR)-integrated screening for substance use by comparing commonly used screening methods and examining their association with implementation outcomes. Design, Setting, and Participants: This article presents the outcomes of phases 3 and 4 of a 4-phase quality improvement, implementation feasibility study in which researchers worked with stakeholders at 6 primary care clinics in 2 large urban academic health care systems to define and implement their optimal screening approach. Site A was located in New York City and comprised 2 clinics, and site B was located in Boston, Massachusetts, and comprised 4 clinics. Clinics initiated screening between January 2017 and October 2018, and 93 114 patients were eligible for screening for alcohol and drug use. Data used in the analysis were collected between January 2017 and October 2019, and analysis was performed from July 13, 2018, to March 23, 2021. Interventions: Clinics integrated validated screening questions and a brief counseling script into the EHR, with implementation supported by the use of clinical champions (ie, clinicians who advocate for change, motivate others, and use their expertise to facilitate the adoption of an intervention) and the training of clinic staff. Clinics varied in their screening approaches, including the type of visit targeted for screening (any visit vs annual examinations only), the mode of administration (staff-administered vs self-administered by the patient), and the extent to which they used practice facilitation and EHR usability testing. Main Outcomes and Measures: Data from the EHRs were extracted quarterly for 12 months to measure implementation outcomes. The primary outcome was screening rate for alcohol and drug use. Secondary outcomes were the prevalence of unhealthy alcohol and drug use detected via screening, and clinician adoption of a brief counseling script. Results: Patients of the 6 clinics had a mean (SD) age ranging from 48.9 (17.3) years at clinic B2 to 59.1 (16.7) years at clinic B3, were predominantly female (52.4% at clinic A1 to 64.6% at clinic A2), and were English speaking. Racial diversity varied by location. Of the 93,114 patients with primary care visits, 71.8% received screening for alcohol use, and 70.5% received screening for drug use. Screening at any visit (implemented at site A) in comparison with screening at annual examinations only (implemented at site B) was associated with higher screening rates for alcohol use (90.3%-94.7% vs 24.2%-72.0%, respectively) and drug use (89.6%-93.9% vs 24.6%-69.8%). The 5 clinics that used a self-administered screening approach had a higher detection rate for moderate- to high-risk alcohol use (14.7%-36.6%) compared with the 1 clinic that used a staff-administered screening approach (1.6%). The detection of moderate- to high-risk drug use was low across all clinics (0.5%-1.0%). Clinics with more robust practice facilitation and EHR usability testing had somewhat greater adoption of the counseling script for patients with moderate-high risk alcohol or drug use (1.4%-12.5% vs 0.1%-1.1%). Conclusions and Relevance: In this quality improvement study, EHR-integrated screening was feasible to implement in all clinics and unhealthy alcohol use was detected more frequently when self-administered screening was used at any primary care visit. The detection of drug use was low at all clinics, as was clinician adoption of counseling. These findings can be used to inform the decision-making of health care systems that are seeking to implement screening for substance use. Trial Registration: ClinicalTrials.gov Identifier: NCT02963948.


Alcoholism/diagnosis , Mass Screening/methods , Mass Screening/standards , Practice Guidelines as Topic , Primary Health Care/methods , Primary Health Care/standards , Substance-Related Disorders/diagnosis , Adult , Aged , Boston , Female , Humans , Male , Middle Aged , New York City
20.
J Am Med Inform Assoc ; 28(5): 938-947, 2021 04 23.
Article En | MEDLINE | ID: mdl-33550392

OBJECTIVE: To identify specific thresholds of daily electronic health record (EHR) time after work and daily clerical time burden associated with burnout in clinical faculty. MATERIALS AND METHODS: We administered an institution-wide survey to faculty in all departments at Mount Sinai Health System from November 2018 to February 2019. The Maslach Burnout Inventory and Mayo Well-Being Index assessed burnout. Demographics, possible confounding variables, and time spent on EHR work/clerical burden were assessed. RESULTS: Of 4156 eligible faculty members, 1781(42.9%) participated in the survey. After adjustment for background factors, EHR frustration (odds ratio [OR]=1.64-1.66), spending >90 minutes on EHR-outside the workday by self-report (OR = 1.41-1.90) and >1 hour of self-reported clerical work/day (OR = 1.39) were associated with burnout. Reporting that one's practice unloads clerical burden (OR = 0.50-0.66) and higher resilience scores (OR = 0.77-0.84) were negatively associated with burnout.Spending >90 minutes/day on EHR-outside work (OR = 0.66-0.67) and >60 minutes/day on clerical work (OR = 0.54-0.58) was associated with decreased likelihood of satisfactory work-life integration (WLI) and professional satisfaction (PS). Greater meaning in work was associated with an increased. LIKELIHOOD: of achieving WLI (OR = 2.51) and PS (OR = 21.67). CONCLUSION: Results suggest there are thresholds of excessive time on the EHR-outside the workday (>90 minutes) and overall clerical tasks (>60 minutes), above which clinical faculty may be at increased risk for burnout, as well as reduced WLI and PS, independent of demographic characteristics and clinical work hours. These thresholds of EHR and clerical burden may inform interventions aimed at mitigating this burden to reduce physician burnout.


Burnout, Professional/etiology , Electronic Health Records , Faculty, Medical , Workload/psychology , Adult , Burnout, Professional/epidemiology , Faculty, Medical/psychology , Faculty, Medical/statistics & numerical data , Female , Humans , Job Satisfaction , Logistic Models , Male , Medical Staff, Hospital , Middle Aged , New York City , Surveys and Questionnaires , Workload/statistics & numerical data
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