Stigma, social and structural vulnerability, and mental health among transgender women: A partial least square path modeling analysis.

INTRODUCTION: Existing literature suggests that transgender women (TW) may be at high risk for adverse mental health due to stress attributed to combined experiences of stigma and complex social and structural vulnerabilities. Little research has examined how these co-occurring experiences relate to mental health. We aimed to test a theoretically driven conceptual model of relationships between stigma, social and structural vulnerabilities, and mental health to inform future intervention tailoring. DESIGN/METHODS: Partial least square path modeling followed by response-based unit segmentation was used to identify homogenous clusters in a diverse community sample of United States (US)-based TW (N = 1418; 46.2% White non-Hispanic). This approach examined associations between latent constructs of stigma (polyvictimization and discrimination), social and structural vulnerabilities (housing and food insecurity, unemployment, sex work, social support, and substance use), and mental health (post-traumatic stress and psychological distress). RESULTS: The final conceptual model defined the structural relationship between the variables of interest within stigma, vulnerability, and mental health. Six clusters were identified within this structural framework which suggests that racism, ethnicism, and geography may be related to mental health inequities among TW. CONCLUSION: Our findings around the impact of racism, ethnicism, and geography reflect the existing literature, which unfortunately shows us that little change has occurred in the last decade for TW of color in the Southern US; however, the strength of our evidence (related to sampling structure and sample size) and type of analyses (accounting for co-occurring predictors of health, i.e., stigma and complex vulnerabilities, reflecting that of real-world patients) is a novel and necessary addition to the literature. Findings suggest that health interventions designed to offset the negative effects of stigma must include anti-racist approaches with components to reduce or eliminate barriers to resources that contribute to social and structural vulnerabilities among TW. Herein we provide detailed recommendations to guide primary, secondary, and tertiary prevention efforts. CLINICAL RELEVANCE: This study demonstrated the importance of considering stigma and complex social and structural vulnerabilities during clinical care and design of mental health interventions for transgender women who are experiencing post-traumatic stress disorder and psychological distress. Specifically, interventions should take an anti-racist approach and would benefit from incorporating social support-building activities.

Self-reported Sleep Quality Before and After Atrial Fibrillation Ablation.

BACKGROUND: Poor sleep quality is highly prevalent in atrial fibrillation (AF) with reported links between worse sleep quality and higher AF severity. Little research has examined whether sleep quality changes after AF ablation despite it being a routinely performed procedure. OBJECTIVE: The aim of this study was to evaluate self-reported sleep quality before and after AF ablation and to examine whether sleep quality differs by AF severity or sex. METHODS: This longitudinal pilot study assessed sleep using the Pittsburgh Sleep Quality Index at preablation and at 1, 3, and 6 months after ablation. Atrial fibrillation disease severity was assessed by the Canadian Cardiology Society Severity of AF scale. Outcomes were analyzed using descriptive statistics, Spearman ρ correlations, and multilevel longitudinal models. RESULTS: The sample (N = 20) was 55% female with a mean age of 65 (±7) years. Poor sleep quality (mean Pittsburgh Sleep Quality Index scores > 5) was evident at all time points. Improvement was noted at 3 months (moderate effect size d = 0.49); and negligible further improvement, from 3 to 6 months post ablation. Improvement was seen primarily in male subjects (large effect size d = 0.89 at 3 months), with smaller improvements for female subjects. Although Severity of AF scale scores were not correlated with sleep quality, Severity of AF scale severity scores did significantly improve over time. CONCLUSIONS: Patients with AF have poor sleep quality that improves for the first 3 months after AF ablation, with men showing more improvement than women. A more accurate understanding of the sleep challenges after AF ablation could lead to development of more realistic patient education and improve patient self-management.

Sex Differences in Cardiac Risk Factors in Young Adults: A Secondary Analysis and Surveillance Study.

BACKGROUND: Coronary artery disease (CAD) is increasing in young adults, and greater understanding of their cardiac risk factors is essential to ensure effective prevention. Given the sex differences in CAD observed in older adults, understanding sex differences in risk factors for this younger group of adults is important. Having insight of cardiac risk factors and sex differences in the young adult population is essential to creating personalized strategies for prevention in nursing care and in this age group. OBJECTIVES: The aims of this study were to determine the differences in CAD risk factors for young adult men and women and examine which factors are related to CAD early in life, ultimately to guide approaches for CAD prevention in primary care. METHODS: In this secondary analysis, 125 017 community-dwelling young adults were evaluated for health behaviors considered as risk factors for CAD. The 2017 Behavior Risk Factor Surveillance System database from the Center for Disease Control was utilized. This database contains questions asked of young adults that would help with risk management for chronic diseases like CAD. Young adults in this article were defined as being between 18 and 44 years of age. RESULTS: Men reported more cardiovascular risk factors than women and developed risk factors at an earlier age. Women had greater percentages of obesity and low activity levels. In this population, those with hypertension had the highest odds ratio for developing CAD. CONCLUSIONS: Differences between men and women in CAD risk factors included lifestyle and other chronic conditions. Greater prevention efforts should focus on these differences in young men and women to reduce risk factors and prevent the development of CAD.

Impact of a Resiliency Training to Support the Mental Well-being of Front-line Workers: Brief Report of a Quasi-experimental Study of the Community Resiliency Model.

BACKGROUND: Front-line workers (FLW) are at risk for secondary traumatic stress, burnout, and related psychiatric sequelae: depression, anxiety, suicidality, posttraumatic stress disorder, and sleep and substance use disorders. FLW are in need of self-care programs to support their mental health. METHODS: Quasi-experimental study to assess the impact of a simple mental well-being and emotional regulation training, the Community Resiliency Model (CRM), using a convenience sample of FLW. Baseline scores of mental well-being and stress measures were compared with follow-up scores at 3 time points. Outcomes were psychological wellness (World Health Organization-5 Well-being Index); resilience (Connor-Davidson Resilience Scale-10); traumatic stress (Secondary Traumatic Stress Scale); physical symptoms (Somatic Symptom Scale-8). RESULTS: Of the 104 participants who enrolled and attended the CRM training, 73 (70.2%) completed at least 1 posttest. Well-being scores increased at 1 year with a small-moderate effect size (Cohen d=0.32). Resilience scores increased with a small-moderate effect size by 1 year (Cohen d=0.36). Secondary traumatic stress scores declined, with the largest effect at 1 week (Cohen d=0.49). Somatic symptoms decreased at each posttest, with the largest change occurring from baseline to 1 week (d=0.39). Participants reported an awareness of body sensations helped them when overwhelmed as a means of calming themselves. CONCLUSIONS: After a 3-hour CRM training, participants reported improved mental well-being and decreased secondary traumatic stress and somatic symptoms. This simple body awareness intervention may be a good resource during the COVID-19 pandemic.

Ethological observations of social behavior in the operating room.

Operating rooms (ORs) are inhabited by hierarchical, mixed-gender clinical teams that are often prone to conflict. In evolutionary terms, one expects more within- than between-gender rivalries, especially since the OR is a place where all sorts of social interactions occur, not merely technical communications. To document the full range of behavior, the present study used ethological observation techniques, recording live all social behavior by the team. Using an ethogram, 6,348 spontaneous social interactions and nontechnical communications were timestamped during 200 surgical procedures. Cooperation sequences (59.0%) were more frequent than conflict sequences (2.8%), which ranged from constructive differences of opinion to discord and distraction that could jeopardize patient safety. Behavior varied by clinical role and with the gender composition in the OR. Conflict was initiated mostly down the hierarchy between individuals several ranks apart. Cooperation tended to increase with a rising proportion of females in the OR, but the most pronounced effect concerned the interaction between both genders. If the attending surgeon's gender differed from that of the majority of other personnel in the OR, cooperation was significantly more common.

Caregiver Strain and Heart Failure Patient Clinical Event Risk: An Extension of Previous Work.

BACKGROUND: In a study of Italian heart failure patient-caregiver dyads, greater caregiver strain significantly predicted lower patient clinical event risk. OBJECTIVE: The purpose of this secondary analysis was to examine this relationship in a sample from the United States. METHODS: Data came from 92 dyads who participated in a self-care intervention. Logistic regression was used to test the relationship between baseline strain (Bakas Caregiving Outcomes Scale, divided into tertiles) and patient likelihood of events (heart failure hospitalization/emergency visit or all-cause mortality) over 8 months. RESULTS: Nearly half of patients (n = 40, 43.5%) had an event. High (vs low) caregiver strain was associated with a 92.7% event-risk reduction, but with substantial variability around the effect (odds ratio, 0.07; 95% confidence interval, 0.01-0.63; P = .02). CONCLUSIONS: Although findings were similar to the Italian study, the high degree of variability and contrasting findings to other studies signal a level of complexity that warrants further investigation.

The Community Resiliency Model® to promote nurse well-being.

BACKGROUND: Rising rates of secondary traumatic stress and burnout among nurses signal a crisis in healthcare. There is a lack of evidence regarding effective interventions to improve nurse well-being and resiliency. PURPOSE: This study used a randomized controlled trial parallel design to test the effectiveness of a 3-hour Community Resiliency Model® (CRM) training, a novel set of sensory awareness techniques to improve emotional balance. METHODS: Registered nurses in two urban tertiary-care hospitals were invited to participate, which entailed attending a single 3-hour "Nurse Wellness and Well-being" class; 196 nurses consented and were randomized into the CRM intervention or nutrition education control group to determine if the CRM group would demonstrate improvement in well-being and resiliency, secondary traumatic stress, burnout, and physical symptoms. FINDINGS: Pre/post data were analyzed for 40 CRM and 37 nutrition group members. Moderate-to-large effect sizes were demonstrated in the CRM group for improved well-being, resiliency, secondary traumatic stress, and physical symptoms. Participants reported using CRM techniques for self-stabilization during stressful work events. DISCUSSION: CRM shows promise as a brief resiliency training for hospital-based nurses.

Evaluation of the impact of the ARC program on national nursing and midwifery regulations, leadership, and organizational capacity in East, Central, and Southern Africa.

BACKGROUND: The African Health Professions Regulatory Collaborative (ARC) was launched in 2011 to support countries in East, Central, and Southern Africa to safely and sustainably expand HIV service delivery by nurses and midwives. While the World Health Organization recommended nurse initiated and managed antiretroviral therapy, many countries in this region had not updated their national regulations to ensure nurses and midwives were authorized and trained to provide essential HIV services. For four years, ARC awarded annual grants, convened regional meetings, and provided technical assistance to country teams of nursing and midwifery leaders to improve national regulations related to safe HIV service delivery. We examined the impact of the program on national regulations and the leadership and organizational capacity of country teams. METHODS: Data was collected to quantify the level of participation in ARC by each country (number of grants received, number of regional meetings attended, and amount of technical assistance received). The level of participation was analyzed according to two primary outcome measures: 1) changes in national regulations and 2) improvements in leadership and organizational capacity of country teams. Changes in national regulations were defined as advancement of one "stage" on a capability maturity model; nursing and midwifery leadership and organizational capacity was measured by a group survey at the end of the program. RESULTS: Seventeen countries participated in ARC between 2012 and 2016. Thirty-three grants were awarded; the majority addressed continuing professional development (20; 61%) and scopes of practice (6; 18%). Fourteen countries (representing approximately two-thirds of grants) progressed at least one stage on the capability maturity model. There were significant increases in all five domains of leadership and organizational capacity (p < 0.01). The number of grants (Kendall's tau = 0.56, p = 0.02), duration of technical assistance (Kendall's tau = 0.50, p = 0.03), and number of learning sessions attended (Kendall's tau = 0.46, p = 0.04) were significantly associated with improvements in in-country collaboration between nursing and midwifery organizations. CONCLUSIONS: The ARC program improved national nursing regulations in participating countries and increased reported leadership, organizational capacity, and collaboration among national nursing and midwifery organizations. These changes help ensure national policies and professional regulations underpin nurse initiated and managed treatment for people living with HIV.

Predictors of Co-occurring Neurodevelopmental Disabilities in Children With Autism Spectrum Disorders.

PURPOSE: Co-occurring neurodevelopmental disabilities (including cognitive and language delays and attention deficit hyperactivity disorder) affect over half of children with ASD and may affect later behavioral, language, and cognitive outcomes beyond the ASD diagnosis. However, no studies have examined predictors of co-occurring neurodevelopmental disabilities in children with ASD. This study investigated whether maternal sociodemographic, perinatal and neonatal factors are associated with co-occurring disabilities. DESIGN AND METHODS: This study involved a retrospective analysis of medical records for children diagnosed with ASD between 2009 and 2010 at an Autism Center in the southeast United States. Logistic regression was used to identify predictors of co-occurring neurodevelopmental disabilities. RESULTS: Of the 385 children in the sample, 61% had a co-occurring neurodevelopmental disability. Children whose mothers had less education (OR: 0.905), had never been married (OR: 1.803), or had bleeding during pregnancy (OR: 2.233) were more likely to have a co-occurring neurodevelopmental disability. Both preterm birth and African American race were associated with bleeding during pregnancy. CONCLUSIONS: Several maternal and perinatal risk factors for ASD were found to put children at risk for further diagnoses of co-occurring neurodevelopmental disabilities. While prematurity, a well-established risk factor for ASD, as well as maternal ethnicity was not found to increase the risk of a co-occurring disability, this study suggests that bleeding during pregnancy may moderate these relationships. PRACTICE IMPLICATIONS: Understanding maternal, perinatal, and neonatal risk factors may inform healthcare provider screening for ASD and co-occurring neurodevelopmental disabilities by helping providers recognize infants who present with multiple risk factors.

Implementation of an educational program for nursing students amidst the Ebola virus disease epidemic.

BACKGROUND: The global Ebola virus disease (EVD) epidemic of 2014/2015 prompted faculty at Emory University to develop an educational program for nursing students to increase EVD knowledge and confidence and decrease concerns about exposure risk. PURPOSE: The purpose of this article is to describe the development, implementation, and evaluation of the EVD Just-in-Time Teaching (JiTT) educational program. METHODS: Informational sessions, online course links, and a targeted, self-directed slide presentation were developed and implemented for the EVD educational program. Three student surveys administered at different time points were used to evaluate the program and change in students' EVD knowledge, confidence in knowledge, and risk concern. DISCUSSION: Implementation of a JiTT educational program effectively achieved our goals to increase EVD knowledge, decrease fear, and enhance student confidence in the ability to discuss EVD risk. These achievements were sustained over time. CONCLUSION: JiTT methodology is an effective strategy for schools of nursing to respond quickly and comprehensively during an unanticipated infectious disease outbreak.

Exploring the Relationships Among Level of Contact, Nature of Contact, and Mental Illness Stigma in Adolescent Girls.

This study explored the relationship of individuals' level of contact with someone with mental illness, and the nature of that contact, to mental illness stigma in adolescent females (N = 156). There were no significant associations among stigma and level of contact. The nature of the contact was significantly associated with stigma, such that those who knew someone who received treatment in a psychiatric facility had lower stigma, and those who attributed a deterioration of a past personal relationship to mental illness reported greater stigma.

Randomized clinical trial of an integrated self-care intervention for persons with heart failure and diabetes: quality of life and physical functioning outcomes.

OBJECTIVES: Persons with concomitant heart failure (HF) and diabetes mellitus (DM) have complicated, often competing, self-care expectations and treatment regimens that may reduce quality of life (QOL). This randomized controlled trial tested an integrated self-care intervention on outcomes of HF and DM QOL, physical function, and physical activity (PA). METHODS AND RESULTS: Participants with HF and DM (n = 134; mean age 57.4 ± 11 years, 66% men, 69% minority) were randomized to usual care (control) or intervention. The control group received standard HF and DM educational brochures with follow-up telephone contact. The intervention group received education and counseling on combined HF and DM self-care (diet, medications, self-monitoring, symptoms, and PA) with follow-up home visit and telephone counseling. Measures included questionnaires for HF- and DM-specific and overall QOL, PA frequency, and physical function (6-min walk test [6MWT]) and were obtained at baseline and 3 and 6 months. Analysis included mixed models with a priori post hoc tests. Adjusting for age, body mass index, and comorbidity, the intervention group improved in HF total (P = .002) and physical (P < .001) QOL scores at 3 months with retention of improvements at 6 months, improved in emotional QOL scores compared with control at 3 months (P = .04), and improved in health status ratings (P = .04) at 6 months compared with baseline. The intervention group improved in 6MWT distance (924 ft to 952 ft; P = .03) whereas the control group declined (834 ft to 775 ft; F1,63 = 6.86; P = .01). The intervention group increased self-reported PA between baseline and 6 months (P = .01). CONCLUSIONS: An integrated HF and DM self-care intervention improved perceived HF and general QOL but not DM QOL. Improved physical functioning and self-reported PA were also observed with the integrated self-care intervention. Further study of the HF and DM integrated self-care intervention on other outcomes, such as hospitalization and cost, is warranted.

Changes in neurocognition and adherence over six months in HIV-infected individuals with cocaine or heroin dependence.

We sought to examine the course of adherence and cognition in HIV-infected individuals with either cocaine or heroin dependence and investigate independent predictors of cognition change. A prospective study over six months was undertaken in which adherence was measured by monthly electronic pill cap monitoring (Medication Event Monitoring System), while a comprehensive neuropsychological battery resulting in a composite score (NPZ8) was performed at baseline and six months. Multivariable regression models were performed in order to determine independent associations with change in cognition. There were 101 subjects at baseline, of whom 62% were male and 83% were non-Hispanic black. 46.6% of subjects at baseline had completed high school, 36.6% reported active cocaine use during the course of the study, and 0% reported active heroin use during the course of the study. 66 subjects completed the final cognitive assessment at six months. Subjects had markedly impaired cognitive function at baseline (NPZ8 -1.49) which persisted at six months (NPZ8 -1.47) in the group of study completers. There was an average monthly decrease in adherence of -2.91% overall (p = 0.008). In the multivariable model, each of the following variables: baseline cognition (R(2) change = 0.121, p = 0.006), cocaine use during the study (R(2) change = 0.059, p = 0.046), and monthly adherence change (R(2) change = 0.078, p = 0.018) independently contributed to NPZ8 change with an overall R(2) change = 0.219 (p = 0.001). This study shows an overall decrease in adherence over time in this population of subjects with a history of drug dependence. Active cocaine use, baseline cognition, and temporal adherence changes independently contributed to changes in cognition. Further study on enhancing adherence, cognition, and limiting drug abuse are warranted in this subgroup of HIV-infected individuals.

Informing the scale-up of Kenya's nursing workforce: a mixed methods study of factors affecting pre-service training capacity and production.

BACKGROUND: Given the global nursing shortage and investments to scale-up the workforce, this study evaluated trends in annual student nurse enrolment, pre-service attrition between enrolment and registration, and factors that influence nurse production in Kenya. METHODS: This study used a mixed methods approach with data from the Regulatory Human Resources Information System (tracks initial student enrolment through registration) and the Kenya Health Workforce Information System (tracks deployment and demographic information on licensed nurses) for the quantitative analyses and qualitative data from key informant interviews with nurse training institution educators and/or administrators. Trends in annual student nurse enrolment from 1999 to 2010 were analyzed using regulatory and demographic data. To assess pre-service attrition between training enrolment and registration with the nursing council, data for a cohort that enrolled in training from 1999 to 2004 and completed training by 2010 was analyzed. Multivariate logistic regression was used to test for factors that significantly affected attrition. To assess the capacity of nurse training institutions for scale-up, qualitative data was obtained through key informant interviews. RESULTS: From 1999 to 2010, 23,350 students enrolled in nurse training in Kenya. While annual new student enrolment doubled between 1999 (1,493) and 2010 (3,030), training institutions reported challenges in their capacity to accommodate the increased numbers. Key factors identified by the nursing faculty included congestion at clinical placement sites, limited clinical mentorship by qualified nurses, challenges with faculty recruitment and retention, and inadequate student housing, transportation and classroom space. Pre-service attrition among the cohort that enrolled between 1999 and 2004 and completed training by 2010 was found to be low (6%). CONCLUSION: To scale-up the nursing workforce in Kenya, concurrent investments in expanding the number of student nurse clinical placement sites, utilizing alternate forms of skills training, hiring more faculty and clinical instructors, and expanding the dormitory and classroom space to accommodate new students are needed to ensure that increases in student enrolment are not at the cost of quality nursing education. Student attrition does not appear to be a concern in Kenya compared to other African countries (10 to 40%).

A pilot test of an integrated self-care intervention for persons with heart failure and concomitant diabetes.

Studies show 30% to 47% of people with heart failure (HF) have concomitant diabetes mellitus (DM). Self-care for persons with both of these chronic conditions is conflicting, complex, and often inadequate. This pilot study tested an integrated self-care program for its effects on HF and DM knowledge, self-care efficacy, self-care behaviors, and quality of life (QOL). Hospitalized HF-DM participants (N = 71) were randomized to usual care or intervention using a 1:2 allocation and followed at 30 and 90 days after intervention. Intervention was an integrated education and counseling program focused on HF-DM self-care. Variables included demographic and clinical data, knowledge about HF and DM, HF- and DM-specific self-efficacy, standard HF and DM QOL scales, and HF and DM self-care behaviors. Analysis included descriptive statistics, multilevel longitudinal models for group and time effects, post hoc testing, and effect size calculations. Sidak adjustments were used to control for type 1 error inflation. The integrated HF-DM self-care intervention conferred effects on improved HF knowledge (30 days, p = .05), HF self-care maintenance (30 and 90 days, p < .001), HF self-care management (90 days, p = .05), DM self-efficacy (30 days, p = .03; 90 days, p = .004), general diet (30 days, p = .05), HF physical QOL (p = .04), and emotional QOL scores (p = .05) at 90 days within the intervention group. The participants in the usual care group also reported increased total and physical QOL. Greater percentages of participants in the intervention group improved self reported exercise between 0 and 30 days (p = .005 and moderate effect size ES = .47) and foot care between 0 and 90 days (p = .03, small ES = .36). No group differences or improvements in DM-specific QOL were observed. An integrated HF-DM self-care intervention was effective in improving essential components of self-care and had sustained (90 day) effects on selected self-care behaviors. Future studies testing HF-DM integrated self-care interventions in larger samples with longer follow-up and on other outcomes such as hospitalization and clinical markers are warranted.

Measures of Patient and Surrogate Preparedness for End-of-Life Decision-Making.

CONTEXT: Reliable and valid measures are critical in accurately assessing outcomes of advance care planning interventions (ACP) for end-of-life (EOL) decision-making. OBJECTIVES: To develop measures of preparedness for EOL decision-making for patients with end-stage renal disease and their surrogates (an exemplar population). METHODS: In this 3-phase study, Phases 1 and 2 included a cross-discipline concept analysis of the preparedness construct, item generation for patient and surrogate scales (82 items), evaluation of content validity and readability, cognitive interviewing, and item reduction. In phase 3, the retained 26 patient and 25 surrogate items were administered to 426 patients and 426 surrogates during a multisite trial of an ACP intervention versus care-as-usual and evaluated internal consistency, 2-week test-retest reliability, and construct validity. RESULTS: Scales were reduced to 20 patient and 19 surrogate items during phase 3. Cronbach's alphas were 0.86 (patient) and 0.90 (surrogate). There was a strong correlation between preparedness at baseline and two weeks for both scales (r = 0.66-0.69, P < 0.001). Confirmatory factor analysis and item-response analyses suggested unidimensionality. A significant correlation was shown between patient preparedness and patient decisional conflict (r = -0.53, P < 0.001), and surrogate preparedness and surrogate decision-making confidence (r = 0.44, P < 0.001). Among those who received the ACP intervention, the effect size of change was medium: Cohen's d = 0.54, P < 0.001 for patients and d = 0.57, P < 0.001 for surrogates. CONCLUSIONS: The preparedness scales demonstrated strong psychometric properties. Future studies should examine scale performance in other populations.

Psychometric properties of a modified health belief model for cervical cancer and visual inspection with acetic acid among healthcare professionals in Ethiopia.

PURPOSE: Evidence supports that the Health Belief Model (HBM) can explain and predicts certain health behaviors, including participation in cervical cancer (CC) screening. The purpose of this study was to evaluate the psychometric properties of a modified HBM for CC and visual inspection with acetic acid (VIA) in female healthcare professionals in Addis Ababa, Ethiopia, 2020. METHODS: Psychometric properties related to CC and VIA were tested using 42-item modified HBM self-administered questionnaire and a cross-sectional study design with simple random sampling. Kaiser-Meyer-Olkin and Bartlett's sphericity test indicated that data sampling adequacy for exploratory factor analysis was 0.792 (χ2 = 3189.95, df = 351, p < .001). Items with cross-loading and factor loadings ≥ 0.5 were retained. Confirmatory factor analysis (CFA) was conducted to determine model fit. RESULTS: The final analysis included 194 women, (mean age 30±4.34). Twelve items with ≤ 0.5 were removed and 30 retained items loaded into 6 factors; (benefits of VIA, perceived seriousness of CC, barrier (fear of negative outcome), self-efficacy, susceptibility to CC, and barriers (health system delivery)) explained 65% of the total variance. Cronbach's alpha for the total instrument was 0.8 and reliability for the 6 subscales was 0.76-0.92. Composite reliability and average variance extracted indicated good internal consistency and convergent validity. CFA identified 6 additional items to be removed with high residual covariance. The final 24 items of the modified HBM had an acceptable model fit (goodness-of-fit index (GFI) = 0.861, adjusted GFI = 0.823, comparative fit index = 0.937, root mean square error of approximation = 0.059). CONCLUSION: The modified HBM for CC and VIA with 24 items had adequate psychometric properties and may be used by Ethiopian healthcare professionals for research or clinical purposes. To support external validity the updated 24 items tool is suggested for application in further study in different populations in Ethiopia.

Development of a Technology-Based Dyadic Intervention for Underserved Colorectal Cancer Patients and Caregivers.

This study develops a technology-based dyadic intervention to enhance symptom management and health equity in underserved patients with colorectal cancer and their caregivers. Leveraging generative artificial intelligence, the intervention provides tailored educational contents to meet individual unmet needs.

Black-White Differences in Chronic Stress Exposures to Predict Preterm Birth: Interpretable, Race/Ethnicity-Specific Machine Learning Models.

We developed Multivariate Adaptive Regression Splines (MARS) machine learning models of chronic stressors using the Pregnancy Risk Assessment Monitoring System data (2012-2017) to predict preterm birth (PTB) more accurately and identify chronic stressors driving PTB among non-Hispanic (N-H) Black and N-H White pregnant women in the U.S. We trained the MARS models using 5-fold cross-validation, whose performance was evaluated with AUC. We computed variable importance for PTB prediction. Our models showed high accuracy (AUC: 0.754-0.765). The number of prenatal care visits, premature rupture of membrane, and medical conditions were the most important variables in predicting PTB across the populations. Chronic stressors (e.g., low maternal education and violence) and their correlates were pivotal for PTB prediction only for N-H Black women. Interpretable, race/ethnicity-specific MARS models can predict PTB accurately and explain the most impactful life stressors and their magnitude of effect on PTB risk among N-H Black and N-H White women.

Readmissions in Sepsis Survivors: Discharge Setting Risks.

BACKGROUND: Sepsis is a complex condition with high morbidity and mortality. Prompt treatment can improve survival, but for survivors the risk of deterioration and readmission remains high. Little is known about the association between discharge setting and readmission among sepsis survivors. OBJECTIVE: To examine 30-day hospital readmission rates in adult sepsis survivors by the type of setting to which patients were discharged. METHODS: The Medical Information Mart for Intensive Care database was used to identify adult sepsis survivors and evaluate 30-day readmission by discharge setting. A χ2 contingency analysis was used with each factor and presence/absence of readmission. The Kruskal-Wallis test was used to compare readmissions across discharge settings. RESULTS: From our sample (N = 7107; mean age 66.5 years; 46.2% women), 23.6% (n = 1674) were readmitted within 30 days and of those readmitted, 30% were readmitted between 1 and 3 times. Discharge setting (P < .001) and age (P = .02) were significantly associated with readmission, but sex, ethnicity, and insurance type were not. High numbers of readmissions were seen in patients discharged to skilled nursing facilities (29.6%), home health care (26.9%), and home (15.0%). Similar high comorbidity burden and acuteness of illness were seen in patients discharged to these settings. CONCLUSIONS: Sepsis survivors discharged to skilled nursing facilities, home health care, and home are at high risk for 30-day readmission. The rates of readmission from home health care and home settings were alarming. Often patients are discharged to inappropriate settings, placing them at risk for residual sepsis and readmission. Future research should focus on appropriate timing of hospital discharge and transition to the most appropriate discharge setting.