Ensuring fidelity: key elements to consider in disseminating a diabetes telemanagement program for underserved Hispanic/Latinos living with type 2 diabetes.

Background: The Hispanic/Latino population has greater risk (estimated >50%) of developing type 2 diabetes (T2D) and developing it at a younger age. The American Diabetes Association estimates costs of diagnosed diabetes in 2017 was $327 billion; with medical costs 2.3x higher than patients without diabetes. The purpose of this manuscript is to describe the methodology utilized in a randomized controlled trial aimed at evaluating the efficacy of a diabetes telemanagement (DTM) program for Hispanic/Latino patients with T2D. The intent is to provide information for future investigators to ensure that this study can be accurately replicated. Methods: This study was a randomized controlled trial with 240 participants. Eligible patients (Hispanic/Latino, aged 18+, living with T2D) were randomized to Comprehensive Outpatient Management (COM) or DTM. DTM was comprised of usual care, including routine clinic visits every three months, as well as: Biometrics (a tablet, blood glucose meter, blood pressure monitor, and scale); Weekly Video Visits (facilitated in the patient's preferred language); and Educational Videos (including culturally congruent diabetes self-management education and quizzes). COM consisted of usual care including routine clinic visits every three months. For this study, COM patients received a glucometer, glucose test strips, and lancets. Establishing a therapeutic nurse-patient relationship was a fundamental component of our study for both groups. First contact (post-enrollment) centered on ensuring that patients and caregivers understood the program, building trust and rapport, creating a non-judgmental environment, determining language preference, and establishing scheduling availability (including evenings and weekends). DTM were provided with a tablet which allowed for self-paced education through videos and weekly video visits. The research team and Community Advisory Board identified appropriate educational video content, which was incorporated in diabetes educational topics. Video visits allowed us to assess patient involvement, motivation, and nonverbal communication. Communicating in Spanish, and awareness of diverse Hispanic/Latino backgrounds was critical, as using relevant and commonly-used terms can increase adherence and improve outcomes. Shared decision-making was encouraged to make realistic health care choices. Conclusion: Key elements discussed above provide a framework for future dissemination of an evidence-based DTM intervention to meet the needs of underserved Hispanic/Latino people living with T2D.

Intersectionality and Its Impact on Microaggression in Female Physicians in Academic Medicine: A Cross-Sectional Study.

Introduction: The burden of microaggressions in the workplace is an ongoing stressor for female physicians in academic medicine. For female physicians of Color or of the Lesbian, Gay, Bisexual, Transgender, Queer, Intersex, Asexual community, this burden is even heavier due to the concept of intersectionality. The goal of this study is to assess frequency of microaggressions experienced by participants. In addition, to explore the associations between microaggression and individual outcomes, patient care practices and attitudes, and perception of pay/promotion equity. Methods: This was a cross-sectional analysis of female residents, fellows and attendings conducted from December 2020-January 2021 at Northwell Health across all specialties. One hundred seventeen participants replied to the study in REDCap. They completed questionnaires related to the topics of imposter phenomenon, microaggressions, gender identity salience, patient safety, patient care, counterproductive work behavior and pay and promotion equity. Results: A majority of the respondents were white (49.6%) and 15+ years out of medical school (43.6%). Around 84.6% of female physicians endorsed experiencing microaggressions. There were positive associations between microaggressions and imposter phenomenon as well as microaggressions and counterproductive work behavior. There was a negative association between microaggressions and pay equity or promotion. The small sample size did not allow for us to examine differences by race. Discussion: Although the number of female physicians continues to rise due to an uptick in female medical school enrollees, female physicians still must deal with the burden of microaggressions in the workplace. Conclusions: As a result, academic medical institutions must seek to create more supportive workplace for female physicians.

Experiences and recommendations from people with spinal cord injury following participation in a disability education session at an allopathic medical school: a qualitative study.

BACKGROUND: Students in half of US medical schools do not receive formal instruction in providing medical care for people with disabilities. To address this gap in training, our medical school developed several strategies, including a session for second year medical students to address communication skills, knowledge, and attitudes relevant to delivering healthcare for people with disabilities. Here, our objective was to explore perceptions of people with spinal cord injury (SCI) who participated in the session on its content and structure. METHODS: Qualitative research using a focus group of people with SCI who participated in an educational session for medical students in an LCME accredited allopathic US medical school. A purposive sample of adults with SCI (N = 8) participated in a focus group. Data were analyzed using a six-phase thematic analysis. RESULTS: Participants favorably viewed the educational session, felt their participation was valuable, and had suggestions for its improvement. Four major themes were identified: (1) session format, content; (2) addressing student discomfort and avoidance behaviors; (3) increasing student knowledge and preparation; and (4): important lessons from discussions of past and role-played doctor-patient interactions. CONCLUSIONS: First-person input from people with SCI is critical to improve medical education and healthcare provision to the SCI community. To our knowledge, this is the first study to report feedback from stakeholders providing specific recommendations for teaching disabilities awareness to undergraduate medical students. We expect these recommendations to be relevant to the SCI and medical education communities in improving healthcare for people with SCI and other disabilities.

Randomized intervention to assess the effectiveness of an educational video on organ donation intent among Hispanics in the New York metropolitan area.

BACKGROUND: The Hispanic community has a high demand for organ donation but a shortage of donors. Studies investigating factors that could promote or hinder organ donation have examined emotional video interventions. Factors acting as barriers to organ donation registration have been classified as: (1) Bodily integrity; (2) medical mistrust; (3) "ick"-feelings of disgust towards organ donation; and (4) "jinx"-fear that registration may result in one dying due to premeditated plans. We predict that by providing necessary information and education about the donation process via a short video, individuals will be more willing to register as organ donors. AIM: To determine perceptions and attitudes regarding barriers and facilitators to organ donation intention among Hispanic residents in the New York metro politan area. METHODS: This study was approved by the Institutional Review Board at Northwell Health. The approval reference number is No. 19-0009 (as presented in Supplementary material). Eligible participants included Hispanic New York City (NYC) residents, 18 years of age and above, who were recruited voluntarily through Cloud Research and participated in a larger randomized survey study of NYC residents. The survey an 85-item Redcap survey measured participant demographics, attitudes, and knowledge of organ donation as well as the intention to register as an organ donor. Attention checks were implemented throughout the survey, and responses were excluded for those who did fail. Participants were randomly assigned two-between subject conditions: To view a short video on organ donation and then proceed to complete the survey (i.e., video first) and view the same video at the end of the survey (video last). No intra-group activities were conducted. This study utilized an evidenced-based emotive educational intervention (video) which was previously utilized and was shown to increase organ donation registration rates at the Ohio Department of Motor Vehicles. Results were analyzed using Jamovi statistical software. Three hundred sixty-five Hispanic individuals were included in the analysis. Once consent was obtained and participants entered the survey (the survey sample is presented in Supplementary material), participants were asked to report on demographic variables and their general impression of organ donation after death. The video depicted stories regarding organ donation after death from various viewpoints, including from the loved ones of a deceased person who died waiting for a transplant; from the loved ones of a deceased person whose organs were donated upon death; and, from those who were currently waiting for a transplant. RESULTS: Using a binomial logistic regression, the analysis provides information about the relationship between the effects of an emotive video and the intention to donate among Hispanic participants who were not already registered as donors. The willingness to go back and register was found to be significantly more probable for those who watched the emotive video before being asked about their organ donation opinions (odds ratio: 2.05, 95% confidence interval: 1.06-3.97). Motivations for participation in organ donation were also captured with many stating the importance of messages coming from "people like me" and a message that highlights "the welfare of those in need". Overall, the findings suggest that using an emotive video that addresses organ donation barriers to prompt organ donation intentions can be effective among the Hispanic populous. Future studies should explore using targeted messaging that resonates with specific cultural groups, highlighting the welfare of others. CONCLUSION: This study suggests that an emotive educational intervention is likely to be effective in improving organ donation registration intent among the Hispanic population residing in NYC.

COVID-19 stressors for Hispanic/Latino patients living with type 2 diabetes: a qualitative study.

Background and aim: During the early stages of the COVID-19 pandemic, nationwide lockdowns caused disruption in the diets, physical activities, and lifestyles of patients with type 2 diabetes. Previous reports on the possible association between race/ethnicity, COVID-19, and mortality have shown that Hispanic/Latino patients with type 2 diabetes who are socioeconomically disadvantaged are disproportionately affected by this novel virus. The aim of this study was to explore stressors associated with changes in diabetes self-management behaviors. Our goal was to highlight the health disparities in these vulnerable racial/ethnic minority communities and underscore the need for effective interventions. Methods and participants: Participants were enrolled in part of a larger randomized controlled trial to compare diabetes telehealth management (DTM) with comprehensive outpatient management (COM) in terms of critical patient-centered outcomes among Hispanic/Latino patients with type 2 diabetes. We conducted a thematic analysis using patient notes collected from two research nurses between March 2020 and March 2021. Two authors read through the transcripts independently to identify overarching themes. Once the themes had been identified, both authors convened to compare themes and ensure that similar themes were identified within the transcripts. Any discrepancies were discussed by the larger study team until a consensus was reached. Results: Six themes emerged, each of which can be categorized as either a source or an outcome of stress. Sources of stress associated with the COVID-19 pandemic were (1) fear of contracting COVID-19, (2) disruptions from lockdowns, and (3) financial stressors (e.g., loss of income). Outcomes of COVID-19 stressors were (1) reduced diabetes management (e.g., reduced diabetes monitoring and physical activity), (2) suboptimal mental health outcomes (e.g., anxiety and depression), and (3) outcomes of financial stressors. Conclusion: The findings indicated that underserved Hispanic/Latino patients with type 2 diabetes encountered a number of stressors that led to the deterioration of diabetes self-management behaviors during the pandemic.

Application of the RE-AIM framework to evaluate the implementation of telehealth pulmonary rehabilitation in a randomized controlled trial among African-American and Hispanic patients with advanced stage Chronic Obstructive Pulmonary Disease.

BACKGROUND: Pulmonary rehabilitation (PR) decreases rehospitalization for people with COPD. However, less than 2% receive PR, partly due to lack of referral and sparsity of PR facilities. This disparity is particularly pronounced in African American and Hispanic persons with COPD. Telehealth-provided PR could increase access and improve health outcomes. METHODS: We applied the RE-AIM framework in a post-hoc analysis of our mixed methods RCT comparing referral to Telehealth-delivered PR (TelePR) versus standard PR (SPR) for African American and Hispanic COPD patients hospitalized for COPD exacerbation. Both arms received a referral to PR for 8 weeks, social worker follow-up, and surveys administered at baseline, 8 weeks, 6, and 12 months. PR sessions were conducted twice a week for 90 min each (16 sessions total). Quantitative data were analyzed using 2-sample t tests or nonparametric Wilcoxon tests for continuous data and χ2/Fisher exact tests for categorical data. Logistic regression-estimated odds ratios (ORs) were used for the intention-to-treat primary outcome. Qualitative interviews were conducted at the end of the study to assess adherence and satisfaction and were analyzed using inductive and deductive methods. The goal was to understand Reach (whether the target population was able to be enrolled), Effectiveness (primary outcome was a composite of 6-month COPD rehospitalization and death), Adoption (proportion of people willing to initiate the program), Implementation (whether the program was able to be executed as intended, and Maintenance (whether the program was continued). RESULTS: Two hundred nine people enrolled out of a 276-recruitment goal. Only 85 completed at least one PR session 57/111 (51%) TelePR; 28/98 (28%) SPR. Referral to TelePR compared to SPR did not decrease the composite outcome of 6-month COPD-readmission rate/death (OR1.35;95%CI 0.69,2.66). There was significant reduction in fatigue (PROMIS® scale) from baseline to 8-weeks in TelePR compared to SPR (MD-1.34; ± SD4.22; p = 0.02). Participants who received TelePR experienced improvements from baseline in several outcomes (ie, before and after 8 weeks of PR) in the following: COPD symptoms, knowledge about COPD management, fatigue, and functional capacity. Among the patients who had 1 initial visit, adherence rates were similar (TelePR arm, 59% of sessions; SPR arm, 63%). No intervention-related adverse events occurred. Barriers to PR adoption included difficulty or reluctance to complete medical clearances and beliefs about PR efficacy. Notably, only 9 participants sustained exercise after program completion. Maintenance of the program was not possible due to low insurance reimbursement and sparsity of Respiratory Therapists. CONCLUSIONS: TelePR can reach COPD patients with health disparities and can be successfully implemented. The small sample size and large confidence intervals prevent conclusion about the relative effectiveness of participating in TelePR compared to SPR. However, improved outcomes were seen for those in TelePR as well as in SPR. Increasing adoption of PR and TelePR requires consideration of comorbidity burden, and perception of PR utility, and must facilitate medical clearances. Given the sparsity of SPR locations, TelePR can overcome at least the barrier of access. However, given the challenges to the uptake and completion of PR - many of the additional barriers in PR (both in TelePR and SPR) need to be addressed. Awareness of these real-world challenges will not only inform implementation of TelePR for clinicians seeking to adopt this platform but will also inform study designers and reviewers regarding the feasibility of approaches to patient recruitment and retention.

Nudging Health Care Providers' Adoption of Clinical Decision Support: Protocol for the User-Centered Development of a Behavioral Economics-Inspired Electronic Health Record Tool.

BACKGROUND: The improvements in care resulting from clinical decision support (CDS) have been significantly limited by consistently low health care provider adoption. Health care provider attitudes toward CDS, specifically psychological and behavioral barriers, are not typically addressed during any stage of CDS development, although they represent an important barrier to adoption. Emerging evidence has shown the surprising power of using insights from the field of behavioral economics to address psychological and behavioral barriers. Nudges are formal applications of behavioral economics, defined as positive reinforcement and indirect suggestions that have a nonforced effect on decision-making. OBJECTIVE: Our goal is to employ a user-centered design process to develop a CDS tool-the pulmonary embolism (PE) risk calculator-for PE risk stratification in the emergency department that incorporates a behavior theory-informed nudge to address identified behavioral barriers to use. METHODS: All study activities took place at a large academic health system in the New York City metropolitan area. Our study used a user-centered and behavior theory-based approach to achieve the following two aims: (1) use mixed methods to identify health care provider barriers to the use of an active CDS tool for PE risk stratification and (2) develop a new CDS tool-the PE risk calculator-that addresses behavioral barriers to health care providers' adoption of CDS by incorporating nudges into the user interface. These aims were guided by the revised Observational Research Behavioral Information Technology model. A total of 50 clinicians who used the original version of the tool were surveyed with a quantitative instrument that we developed based on a behavior theory framework-the Capability-Opportunity-Motivation-Behavior framework. A semistructured interview guide was developed based on the survey responses. Inductive methods were used to analyze interview session notes and audio recordings from 12 interviews. Revised versions of the tool were developed that incorporated nudges. RESULTS: Functional prototypes were developed by using Axure PRO (Axure Software Solutions) software and usability tested with end users in an iterative agile process (n=10). The tool was redesigned to address 4 identified major barriers to tool use; we included 2 nudges and a default. The 6-month pilot trial for the tool was launched on October 1, 2021. CONCLUSIONS: Clinicians highlighted several important psychological and behavioral barriers to CDS use. Addressing these barriers, along with conducting traditional usability testing, facilitated the development of a tool with greater potential to transform clinical care. The tool will be tested in a prospective pilot trial. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/42653.

Black Physicians' Experiences with Anti-Black Racism in Healthcare Systems Explored Through An Attraction-Selection-Attrition Lens.

Anti-Black racism is a specific form of racism directed at Black people. In healthcare, there are poignant examples of anti-Black racism in the recruitment, selection, and retention stages of the job cycle. Research shows that anti-Black racism is associated with inequitable work outcomes and the under-representation of Black physicians. However, empirical findings are scattered with no organizing framework to consolidate these findings. To add to the literature, in this paper we present the attraction-selection-attrition (ASA) model (Schneider, 1987) as an organizing framework to discuss Black physicians' experiences with anti-Black racism and discrimination throughout their careers. We draw from previous literature to highlight specific experiences of Black physicians at each stage of the job cycle (i.e., attraction, selection, retention), and we offer considerations on how practitioners can mitigate anti-Black racism throughout the job cycle. In the wake of COVID-19 and highly publicized social justice movements, healthcare systems are seeking ways to increase the recruitment, selection, and retention of Black physicians to ensure health equity. We believe this guide will be valuable to practitioners, leaders, researchers, and program directions seeking to advance diversity, equity, and inclusion of Black physicians in their healthcare systems. We conclude by providing practical implications and directions for future research.

Associations of microvascular complications with all-cause death in patients with diabetes and COVID-19: The CORONADO, ABCD COVID-19 UK national audit and AMERICADO study groups.

AIM: To provide a detailled analysis of the microvascular burden in patients with diabetes hopitalized for COVD-19. MATERIALS AND METHODS: We analysed data from the French CORONADO initiative and the UK Association of British Clinical Diabetologists (ABCD) COVID-19 audit, two nationwide multicentre studies, and the AMERICADO, a multicentre study conducted in New York area. We assessed the association between risk of all-cause death during hospital stay and the following microvascular complications in patients with diabetes hospitalized for COVID-19: diabetic retinopathy and/or diabetic kidney disease and/or history of diabetic foot ulcer. RESULTS: Among 2951 CORONADO, 3387 ABCD COVID-19 audit and 9327 AMERICADO participants, microvascular diabetic complications status was ascertained for 1314 (44.5%), 1809 (53.4%) and 7367 (79.0%) patients, respectively: 1010, 1059 and 1800, respectively, had ≥1 severe microvascular complication(s) and 304, 750 and 5567, respectively, were free of any complications. The patients with isolated diabetic kidney disease had an increased risk of all-cause death during hospital stay: odds ratio [OR] 2.53 (95% confidence interval [CI] 1.66-3.83), OR 1.24 (95% CI 1.00-1.56) and OR 1.66 (95% CI 1.40-1.95) in the CORONADO, the ABCD COVID-19 national audit and the AMERICADO studies, respectively. After adjustment for age, sex, hypertension and cardiovascular disease (CVD), compared to those without microvascular complications, patients with microvascular complications had an increased risk of all-cause death during hospital stay in the CORONADO, the ABCD COVID-19 diabetes national audit and the AMERICADO studies: adjusted OR (adj OR) 2.57 (95% CI 1.69-3.92), adj OR 1.22 (95% CI 1.00-1.52) and adj OR 1.33 (95% CI 1.15-1.53), respectively. In meta-analysis of the three studies, compared to patients free of complications, those with microvascular complications had an unadjusted OR for all-cause death during hospital stay of 2.05 (95% CI 1.42-2.97), which decreased to 1.62 (95% CI 1.19-2.119) after adjustment for age and sex, and to 1.50 (1.12-2.02) after hypertension and CVD were further added to the model. CONCLUSION: Microvascular burden is associated with an increased risk of death in patients hospitalized for COVID-19.

Health care consequences of hospitalization with Clostrioides difficile infection: a propensity score matching study.

BACKGROUND: Clostridiodies difficile infection (CDI) has been characterized by the Center for Disease Control and Prevention (CDC) as an urgent public health threat and a major concern in hospital, outpatient and extended-care facilities worldwide. METHODS: A retrospective cohort study of patients aged ≥ 18 hospitalized with CDI in New York State (NYS) between January 1, 2014-December 31, 2016. Data were extracted from NY Statewide Planning and Research Cooperative (SPARCS) and propensity score matching was performed to achieve comparability of the CDI (exposure) and non-CDI (non-exposure) groups. Of the 3,714,486 hospitalizations, 28,874 incidence CDI cases were successfully matched to 28,874 non-exposures. RESULTS: The matched pairs comparison demonstrated that CDI cases were more likely to be readmitted to the hospital at 30 (28.26% vs. 19.46%), 60 (37.65% vs. 26.02%), 90 (42.93% vs. 30.43) and 120 days (46.47% vs. 33.74), had greater mortality rates at 7 (3.68% vs. 2.0%) and 180 days (20.54% vs. 11.96%), with significant increases in length of stay and total hospital charges (p < .001, respectively). CONCLUSIONS: CDI is associated with a large burden on patients and health care systems, significantly increasing hospital utilization, costs and mortality.

Home Telemonitoring of Patients With Type 2 Diabetes: A Meta-Analysis and Systematic Review.

Telehealth has emerged as an evolving care management strategy that is playing an increasingly vital role, particularly with the onset of the coronavirus disease 2019 pandemic. A meta-analysis of 20 randomized controlled trials was conducted to test the effectiveness of home telemonitoring (HTM) in patients with type 2 diabetes in reducing A1C, blood pressure, and BMI over a median 180-day study duration. HTM was associated with a significant reduction in A1C by 0.42% (P = 0.0084). Although we found statistically significant changes in both systolic and diastolic blood pressure (-0.10 mmHg [P = 0.0041] and -0.07 mmHg [P = 0.044], respectively), we regard this as clinically nonsignificant in the context of HTM. Comparisons across different methods of transmitting vital signs suggest that patients logging into systems with moderate interaction with the technology platform had significantly higher reductions in A1C than those using fully automatic transmission methods or fully manual uploading methods. A1C did not vary significantly by study duration (from 84 days to 5 years). HTM has the potential to provide patients and their providers with timely, up-to-date information while simultaneously improving A1C.

Electrocardiogram Monitoring Practices for Hospitalized Adults Receiving Antipsychotics: A Retrospective Cohort Study.

OBJECTIVE: Antipsychotics are frequently used for managing both acute and chronic neuropsychiatric disorders. While antipsychotics are known to be associated with increased mortality due to cardiac arrhythmia, there is a lack of consensus on the timing and frequency of electrocardiogram (ECG) monitoring.  The goal of this study was to examine current ECG monitoring practices for adults receiving antipsychotics, specifically during hospital admission. METHODS: The study involved a multisite retrospective chart review of adults admitted across 8 hospitals between January 2010 and December 2015 who received antipsychotics during hospitalization. The primary outcome was the presence of an ECG after receiving an antipsychotic. RESULTS: During the study period, there were 26,353 hospitalizations during which adults received antipsychotic medication; the average age of the patients was 61.4 years, 50.1% were female, and 64.8% were white. The average comorbidity score was 1.4 with a median length of stay of 8.3 days. Of the 26,353 patients who were hospitalized, 60.6% (n=15,977) of patients in the sample had an ECG during their hospitalization, and 41.2% (n=10,865) had the ECG following antipsychotic administration. Patients who received a follow-up ECG had a longer length of stay (median: 11.3 d) compared with those who did not receive a follow-up ECG (median: 7.0 d). Follow-up ECGs were more likely among patients who had a history of heart failure [odds ratio (OR)=1.17, 95% confidence interval (CI): 1.06-1.30, P=0.002], who were receiving multiple antipsychotics (OR=1.3, 95% CI: 1.24-1.36, P<0.001) or other QT-prolonging medications (OR=1.09, 95% CI: 1.07-1.1, P<0.001), who were receiving risperidone (OR=1.12, 95% CI: 1.004-1.25, P=0.04), and who showed an increase in QTc duration (OR per 10 ms increase=1.02, 95% CI: 1.01-1.04, P=0.003). Follow-up ECGs were less likely to be administered to patients who were receiving antipsychotics before admission (OR=0.93, 95% CI: 0.87-0.997, P=0.04). CONCLUSIONS: This study demonstrated that, in a large health system, ECG monitoring is not routinely practiced for hospitalized patients receiving antipsychotics. Further studies are needed to identify patients who would most benefit from ECG monitoring in the acute care setting.

Social Determinants of Health, Race, and Diabetes Population Health Improvement: Black/African Americans as a Population Exemplar.

PURPOSE OF REVIEW: To summarize evidence of impact of social determinants of health (SDOH) on diabetes risk, morbidity, and mortality and to illustrate this impact in a population context. RECENT FINDINGS: Key findings from the American Diabetes Association's scientific review of five SDOH domains (socioeconomic status, neighborhood and physical environment, food environment, health care, social context) are highlighted. Population-based data on Black/African American adults illustrate persisting diabetes disparities and inequities in the SDOH conditions in which this population is born, grows, lives, and ages, with historical contributors. SDOH recommendations from US national committees largely address a health sector response, including health professional education, SDOH measurement, and patient referral to services for social needs. Fewer recommendations address solutions for systemic racism and socioeconomic discrimination as root causes. SDOH are systemic, population-based, cyclical, and intergenerational, requiring extension beyond health care solutions to multi-sector and multi-policy approaches to achieve future population health improvement.

COVID-19 Conversations Within Black/Brown Minority Communities: A Stakeholder and Psychoeducation Approach Using Zoom/Facebook Live.

As communities of color are disproportionately affected by COVID-19, there is an urgent need for dissemination of timely and accurate information to community members. In this article, we describe a stakeholder approach for the implementation, evaluation, and lessons learned from COVID-19 Conversations, a program developed and delivered virtually by researchers and academics at Northwell Health. The goal of the program was to address the mental, physical, and psychosocial needs of community members. The program used Zoom/Facebook Live to deliver interactive discussions on topics ranging from health education on COVID-19 and mental health to resources for unmet social needs. This interprofessional, cross-sector collaboration highlights the importance of public health interventions aimed at reducing the spread of COVID-19 through easy online access and culturally relevant community education and outreach.

Goals of care conversation education program: An intervention to help health care professionals break bad news to patients with advanced illness.

The purpose of the study was to measure the effectiveness of communication skills intervention results for healthcare professionals. A multi-site pretest-posttest survey assessing the efficacy of a Goals of Care conversation education program. The program aimed to educate healthcare professionals concerning having Goals of Care conversations with patients and families. This research was implemented in a large healthcare organization in the Northeastern United States. This study found significant differences between pretests and posttests across professions, palliative care specialty, degree types, and years of experience in the participant's self-reported ability and comfort levels in having conversations about Goals of Care with patients and families. Providing education on Goals of Care was effective in improving the knowledge and comfort of health care professionals with conducting advanced illness conversations.

Quality-of-Care Implications of Antimicrobial Prescription Patterns for Acute Respiratory Tract Infections.

ABSTRACT: The Centers for Disease Control and Prevention estimates that half of the antibiotic prescriptions for acute respiratory tract infections (ARTIs) in ambulatory care settings are unnecessary. To better understand the quality-of-care implications of prescription patterns for ARTIs, we conducted a retrospective chart review of outpatient ARTI visits, across a large integrated health system, and examined the association of patient characteristics with receiving antimicrobials, as well as the association between receiving antimicrobials and healthcare utilization (outpatient and emergency department visits). We found that 55.4% of all ARTI outpatients were treated with antimicrobials. There was no association between patient demographics and antimicrobial prescriptions on either the first (p < .0771) or follow-up (p < .6316) visits. A lower comorbidity score was significantly associated with receiving antimicrobials (p < .0022). Patients who received antimicrobials at the first visit had significantly higher number of follow-up visits (p < .005) and more follow-up antimicrobial prescriptions (p < .0066) as compared with patients who did not receive antimicrobials at the first visit. Our results highlight the potential for clinicians to improve quality of care in ARTI management.

Barriers to the Use of Clinical Decision Support for the Evaluation of Pulmonary Embolism: Qualitative Interview Study.

BACKGROUND: Clinicians often disregard potentially beneficial clinical decision support (CDS). OBJECTIVE: In this study, we sought to explore the psychological and behavioral barriers to the use of a CDS tool. METHODS: We conducted a qualitative study involving emergency medicine physicians and physician assistants. A semistructured interview guide was created based on the Capability, Opportunity, and Motivation-Behavior model. Interviews focused on the barriers to the use of a CDS tool built based on Wells' criteria for pulmonary embolism to assist clinicians in establishing pretest probability of pulmonary embolism before imaging. RESULTS: Interviews were conducted with 12 clinicians. Six barriers were identified, including (1) Bayesian reasoning, (2) fear of missing a pulmonary embolism, (3) time pressure or cognitive load, (4) gestalt includes Wells' criteria, (5) missed risk factors, and (6) social pressure. CONCLUSIONS: Clinicians highlighted several important psychological and behavioral barriers to CDS use. Addressing these barriers will be paramount in developing CDS that can meet its potential to transform clinical care.

Improving delirium detection in intensive care units: Multicomponent education and training program.

BACKGROUND: Delirium is a common, devastating, and underrecognized syndrome in the intensive care unit (ICU). The study aimed to describe and evaluate a multicomponent education and training program utilizing a "Train-The-Trainer" (TTT) model, to improve delirium detection across a large health system. METHODS: Fourteen ICUs across nine hospitals participated in a multicomponent delirium program consisting of a 1-day workshop that included: (1) patient testimonials, (2) small group discussions, (3) didactics, and (4) role-playing. Additionally, four ICUs received direct observation/training via telehealth (tele-delirium training). The Kirkpatrick model was used for program evaluation in a pre/post-test design. RESULTS: A 1-day delirium workshop was held at two time points and included 73 ICU nurses. Of the 65 nurses completing the post-workshop satisfaction survey, most (46.2) had >10 years of clinical experience, and no or minimal delirium training (69.2%). All nurses (100%) identified lack of knowledge as a barrier to delirium detection, while time constraints and lack of importance accounted for only 25%. Overall, nurses rated the workshop positively (excellent 66.7%, and very good 23.3%), and likely to change practice (definitely 73.3% and very likely 15.0%). All validated Confusion Assessment Method for the ICU (CAM-ICU) cases demonstrated improvement in number of correct responses. Delirium detection across the health system improved from 9.1% at baseline to 21.2% in ICUs that participated in the workshop and 30.1% in those ICUs that also participated in the tele-delirium training (p = 0.005). CONCLUSION: A multicomponent delirium education and training program using a TTT model was rated positively, improved CAM-ICU knowledge, and increased delirium detection.

Performance of Emergency Heart Failure Mortality Risk Grade in the Emergency Department.

INTRODUCTION: The purpose of this study was to validate and assess the performance of the Emergency Heart Failure Mortality Risk Grade (EHMRG) to predict seven-day mortality in US patients presenting to the emergency department (ED) with acute congestive heart failure (CHF) exacerbation. METHODS: We performed a retrospective chart review on patients presenting to the ED with acute CHF exacerbation between January 2014-January 2016 across eight EDs in New York. We identified patients using codes from the International Classification of Diseases, 9th and 10 Revisions, or who were diagnosed with CHF in the ED. Inclusion criteria were patients ≥ 18 years of age who presented to the ED for acute CHF. Exclusion criteria included the following: end-stage renal disease related heart failure; < 18 years of age; pregnancy; palliative care; renal failure; and "do not resuscitate" directive. The primary outcome was seven-day mortality. We used mixed-effects logistic regression models to estimate C-statistics and continuous net reclassification index for events and nonevents. RESULTS: We identified 3,320 ED visits associated with suspected CHF among 2,495 unique patients. Of the 3,320 ED visits, 94.7% patients were admitted to the hospital and 3.4% were discharged. The median age was 78.6 (interquartile range 68.01 - 86.76). There was an overall seven-day mortality of 2%, an inpatient mortality rate of 2.4%, and no mortality among the discharge group. Adding EHMRG to the risk prediction model improved the C-statistic (from 0.748 to 0.772) and led to a higher degree of reclassification for both events and nonevents. CONCLUSION: The EHMRG can be used as a valuable and effective screening tool in the US while considering disposition decision for patients with acute CHF exacerbation. Emergency medical services transport and metolazone use is much higher in the US population as compared to the Canadian population. We observed minimal to no short-term mortality among discharged CHF patients from the ED.

Sociodemographic predictors and transportation patterns of COVID-19 infection and mortality.

BACKGROUND: The United States Centers for Disease Control and Prevention (CDC)-sanctioned prevention strategies have included frequent handwashing with soap and water, covering the mouth and nose with a mask when around others, cleaning and disinfecting maintaining a distance of at least 6 feet from others, etc. Although many of these recommendations are based upon observation and past infection control practices, it is important to combine and explore public data sets to identify predictors of infection, morbidity and mortality to develop more finely honed interventions, based on sociodemographic factors. METHOD: Cross-sectional study of both states in the US and counties in NY state. RESULTS: Population density was found to be significantly associated with state-level coronavirus infection and mortality rate (b = 0.49, 95% confidence interval (CI): 0.34, 0.64, P < .0001). States that have lower socioeconomic status, lower mean age and denser populations are associated with higher incidence rates. In regard to NY state, counties with a higher percentage of minority residents had higher COVID-19 mortality rates (b = 2.61, 95% CI: 0.36, 4.87, P = 0.023). Larger population cohorts were associated with lower COVID-19 mortality rates after adjusting for other variables in the model (b = -1.39, 95% CI: -2.07, -0.71, P < 0.001). Population density was not significantly associated with COVID-19 mortality rates after adjustment across counties in the NY state. Public ridership was not indicative of cases or mortality across states in the USA; however, it is a significant factor associated with incidence (but not mortality) in NY counties. CONCLUSION: Population density was the only significant predictor of mortality across states in the USA. Lower mean age, lower median household incomes and more densely populated states were at higher risk of COVID-19 infection. Population density was not found to be a significant independent variable compared to minority status and socioeconomic factors in the New York epicenter. Meanwhile, public ridership was found to be a significant factor associated with incidence in New York counties.