Prescription opioid use increases resource utilization following ventral hernia repair.

BACKGROUND: Previous studies showed that preoperative opioid use is associated with increased postoperative opioid use and surgical site infection (SSI) in patients undergoing ventral hernia repair (VHR). Orthopedic surgery literature cites increased resource utilization with opioid use. This study aimed to determine the effect of preoperative opioid use on resource utilization after open VHR. METHODS: A retrospective institutional review board-approved study of VHRs from a single tertiary care practice between 2013 and 2020 was performed. Medical records, the National Surgical Quality Improvement Program database, and Kentucky All Schedule Prescription Electronic Reporting data were reviewed for patient demographics, comorbidities, dispensed opiate prescriptions, hernia characteristics, and outcomes. Univariate logistic regression analyses assessed the effect of each patient's demographic and clinical characteristics. Multivariate logistic regression models analyzed significant factors from the univariate analyses. The primary outcome was resource utilization measured as readmission, emergency department visit, or >2 postoperative clinic visits within 45 days after VHR. RESULTS: Overall, 381 patients who underwent VHR were identified; of which 101 patients had preoperative dispensed opioids. Multivariate analysis demonstrated that patient gender at birth, any new-onset SSI, and any preoperative opioid use were associated with increased postoperative resource utilization (odds ratio, 1.76; P = .026). CONCLUSION: Preoperative opioid use was determined as a risk factor that increased resource utilization after open VHR. An understanding of the drivers of the increased use of resources is essential in developing strategies to improve healthcare value. Future research will focus on strategies to reduce the utilization of resources among patients who use opioids.

Bisphenol F affects neurodevelopmental gene expression, mushroom body development, and behavior in Drosophila melanogaster.

Bisphenol F (BPF) is a potential neurotoxicant used as a replacement for bisphenol A (BPA) in polycarbonate plastics and epoxy resins. We investigated the neurodevelopmental impacts of BPF exposure using Drosophila melanogaster as a model. Our transcriptomic analysis indicated that developmental exposure to BPF caused the downregulation of neurodevelopmentally relevant genes, including those associated with synapse formation and neuronal projection. To investigate the functional outcome of BPF exposure, we evaluated neurodevelopmental impacts across two genetic strains of Drosophila- w1118 (control) and the Fragile X Syndrome (FXS) model-by examining both behavioral and neuronal phenotypes. We found that BPF exposure in w1118 Drosophila caused hypoactive larval locomotor activity, decreased time spent grooming by adults, reduced courtship activity, and increased the severity but not frequency of ß-lobe midline crossing defects by axons in the mushroom body. In contrast, although BPF reduced peristaltic contractions in FXS larvae, it had no impact on other larval locomotor phenotypes, grooming activity, or courtship activity. Strikingly, BPF exposure reduced both the severity and frequency of ß-lobe midline crossing defects in the mushroom body of FXS flies, a phenotype previously observed in FXS flies exposed to BPA. This data indicates that BPF can affect neurodevelopment and its impacts vary depending on genetic background. Further, BPF may elicit a gene-environment interaction with Drosophila fragile X messenger ribonucleoprotein 1 (dFmr1)-the ortholog of human FMR1, which causes fragile X syndrome and is the most common monogenetic cause of intellectual disability and autism spectrum disorder.

Evaluation of a Novel Equity-Focused Curriculum for Early-Stage Medical Students.

OBJECTIVES: Medical school curricula have increasingly incorporated topics and content related to health equity and affiliated social determinants of health. However, there is limited literature to guide how programs might measure the success of these initiatives. Previous studies assessed medical student attitudes and perceived knowledge, preparedness, and skills. Based on self-reported measures of these attributes, we compared within-group and between-group differences at the onset of a novel equity-focused curriculum implementation. METHODS: A multi-component approach to "thread" lectures, panel discussions, and other content dedicated to health equity concepts was assessed using adapted versions of two validated survey instruments of the measured constructs. Baseline data were collected prior to coursework and at follow-up early in students' second year assessed change attributable to the equity-focused curriculum thread, with additional comparison to a cohort of second-year students who had no exposure to the curriculum. Data were collected at the beginning of academic years 2021-2022 and 2022-2023. RESULTS: The multivariate analysis of variance indicated significant change over time (p < 0.001) with the analyses of variance identifying students' perceived current skills and topic knowledge increasing over time. No significant differences were found between two separate groups of M2 students. CONCLUSIONS: Students' perceived skills at working with diverse patient populations and knowledge of topics focused on health equity increased across the study, despite a much smaller response rate for the same student cohort at follow-up. Students' perception that they are prepared to care for patients of diverse backgrounds was unaffected. Attitudinal assessment revealed a ceiling effect at baseline, which should be explored further with longitudinal assessment. For the ongoing effort to evaluate the success of equity-focused curricula and programs, this study contributes evidence of change on some but not all outcomes, and can help guide other programs in determining which outcomes best reflect areas of programmatic need and impact.

Effect of Medicaid expansion on inflammatory bowel disease and healthcare utilization.

BACKGROUND: Kentucky was among the first to adopt Medicaid expansion, resulting in reducing uninsured rates from 14.3% to 6.4%. We hypothesize that Medicaid expansion resulted in increased elective healthcare utilization and reductions in emergency treatments by patients suffering Inflammatory Bowel Disease (IBD). METHODS: The Hospital Inpatient Discharge and Outpatient Services Database (HIDOSD) identified all encounters related to IBD from 2009 to 2020 in Kentucky. Several demographic variables were compared in pre- and post-Medicaid expansion adoption. RESULTS: Our study analyzed 3386 pre-expansion and 24,255 post-expansion encounters for IBD patients. Results showed that hospitalization rates dropped (47.7%-8.4%), outpatient visits increased (52.3%-91.6%) and Emergency visits decreased (36.7%-11.4%). Admission following a clinical referral similarly increased with a corresponding drop in emergency room admissions. Hospital costs and lengths of stay also dropped following Medicaid expansion. CONCLUSION: In the IBD population, Medicaid expansion improved access to preventative care, reduced hospital costs by decreasing emergency care, and increased elective care pathways.

Medications for opioid use disorder associated with reduced readmissions for patients with severe injection-related infections: A matched cohort study.

INTRODUCTION: Hospitalizations due to severe injection-related infections (SIRIs) and patient-directed discharge (PDD) in people who inject drugs (PWID) are increasing, but research on readmission outcomes at PDD is limited. In this retrospective, matched cohort study we evaluated predictors of 30-day readmission by discharge status among PWID. METHODS: Among patients diagnosed with SIRIs at a tertiary hospital, Fisher's exact tests assessed differences in readmission rates by discharge status. Medications for opioid use disorder (MOUD) at discharge was defined as either having a buprenorphine dose dispensed within 24 h of discharge and buprenorphine being included in the discharge summary as a prescription, or a methadone dose dispensed inpatient within 24 h of discharge. Logistic regression analyses evaluated predictors of readmission outcomes. RESULTS: Among 148 PWID with SIRI diagnosis, 30-day readmission rate following PDD was higher than standard discharge (25.7 % vs. 9.5 %, p = 0.016) and MOUD decreased odds of 30-day readmission (OR = 0.32, 95 % CI: 0.12,0.83, p = 0.012). >7 missed days of antibiotic treatment increased odds of 30-day readmission (OR 4.65, 95 % CI: 1.14, 31.72, p = 0.030) within PDD patients. CONCLUSIONS: PDD carries higher 30-day readmission rate compared to standard discharge. Strategies to reduce PDD rates and increase MOUD initiation may improve readmission outcomes.

Fixed Effects or Mixed Effects Classifiers? Evidence From Simulated and Archival Data.

This study seeks to compare fixed and mixed effects models for the purposes of predictive classification in the presence of multilevel data. The first part of the study utilizes a Monte Carlo simulation to compare fixed and mixed effects logistic regression and random forests. An applied examination of the prediction of student retention in the public-use U.S. PISA data set was considered to verify the simulation findings. Results of this study indicate fixed effects models performed comparably with mixed effects models across both the simulation and PISA examinations. Results broadly suggest that researchers should be cognizant of the type of predictors and data structure being used, as these factors carried more weight than did the model type.

Impact of the Affordable Care Act on Providing Equitable Healthcare Access for IBD in the Kentucky Appalachian Region.

BACKGROUND: Medicaid expansion improved insurance coverage for patients with chronic conditions and low income. The effect of Medicaid expansion on patients with IBD from high-poverty communities is unknown. OBJECTIVE: This study aimed to evaluate the impact of Medicaid expansion in Kentucky on care for patients with IBD from the Eastern Kentucky Appalachian community, a historically impoverished area. DESIGN: This study was a retrospective, descriptive, and ecological study. SETTINGS: This study was conducted in Kentucky using the Hospital Inpatient Discharge and Outpatient Services Database. PATIENTS: All encounters for IBD care for 2009-2020 for patients from the Eastern Kentucky Appalachian region were included. MAIN OUTCOME MEASURES: The primary outcomes measured were proportions of inpatient and emergency encounters, total hospital charge, and hospital length of stay. RESULTS: Eight hundred twenty-five preexpansion and 5726 postexpansion encounters were identified. Postexpansion demonstrated decreases in the uninsured (9.2%-1.0%; p < 0.001), inpatient encounters (42.7%-8.1%; p < 0.001), emergency admissions (36.7%-12.3%; p < 0.001), admissions from the emergency department (8.0%-0.2%; p < 0.001), median total hospital charge ($7080-$3260; p < 0.001), and median total hospital length of stay (4-3 days; p < 0.001). Similarly, postexpansion demonstrated increases in Medicaid coverage (18.8%-27.7%; p < 0.001), outpatient encounters (57.3%-91.9%; p < 0.001), elective admissions (46.9%-76.2%; p < 0.001), admissions from the clinic (78.4%-90.2%; p < 0.001), and discharges to home (43.8%-88.2%; p < 0.001). LIMITATIONS: This study is subject to the limitations inherent in being retrospective and using a partially de-identified database. CONCLUSION: This study is the first to demonstrate the changes in trends in care after Medicaid expansion for patients with IBD in the Commonwealth of Kentucky, especially Appalachian Kentucky, showing significantly increased outpatient care utilization, reduced emergency department encounters, and decreased length of stays. IMPACTO DE LA LEY DEL CUIDADO DE SALUD A BAJO PRECIO EN LA PROVISIN DE ACCESO EQUITATIVO A LA ATENCIN MDICA PARA LA ENFERMEDAD INFLAMATORIA INTESTINAL EN LA REGIN DE LOS APALACHES DE KENTUCKY: ANTECEDENTES: La expansión de Medicaid mejoró la cobertura de seguro para pacientes con enfermedades crónicas y bajos ingresos. Se desconoce el efecto de la expansión de Medicaid en pacientes con enfermedad inflamatoria intestinal de comunidades de alta pobreza.OBJETIVO: Este estudio tuvo como objetivo evaluar el impacto de la expansión de Medicaid en Kentucky en la atención de pacientes con enfermedad inflamatoria intestinal de la comunidad de los Apalaches del este de Kentucky, un área históricamente empobrecida.DISEÑO: Este estudio fue un estudio retrospectivo, descriptivo, ecológico.ESCENARIO: Este estudio se realizó en Kentucky utilizando la base de datos de servicios ambulatorios y de alta hospitalaria en pacientes hospitalizados.PACIENTES: Se incluyeron todos los encuentros para la atención de la enfermedad inflamatoria intestinal de 2009-2020 para pacientes de la región de los Apalaches del este de Kentucky.MEDIDAS DE RESULTADO PRINCIPALES: Los resultados primarios medidos fueron proporciones de encuentros de pacientes hospitalizados y de emergencia, cargo hospitalario total y duración de la estancia hospitalaria.RESULTADOS: Se identificaron 825 encuentros previos a la expansión y 5726 posteriores a la expansión. La posexpansión demostró disminuciones en los no asegurados (9.2% a 1.0%, p < 0.001), encuentros de pacientes hospitalizados (42.7% a 8.1%, p < 0.001), admisiones de emergencia (36.7% a 12.3%, p < 0,001), admisiones desde el servicio de urgencias (8.0% a 0.2%, p < 0.001), la mediana de los gastos hospitalarios totales ($7080 a $3260, p < 0.001) y la mediana de la estancia hospitalaria total (4 a 3 días, p < 0.001). De manera similar, la cobertura de Medicaid (18.8% a 27.7%, p < 0.001), consultas ambulatorias (57.3% a 91.9%, p < 0.001), admisiones electivas (46.9% a 76.2%, p < 0.001), admisiones desde la clínica (78.4% al 90.2%, p < 0.001), y las altas domiciliarias (43.8% al 88.2%, p < 0.001) aumentaron después de la expansión.LIMITACIONES: Este estudio está sujeto a las limitaciones inherentes de ser retrospectivo y utilizar una base de datos parcialmente desidentificada.CONCLUSIONES: Este estudio es el primero en demostrar los cambios en las tendencias en la atención después de la expansión de Medicaid para pacientes con enfermedad inflamatoria intestinal en el Estado de Kentucky, especialmente en los Apalaches de Kentucky, mostrando un aumento significativo en la utilización de la atención ambulatoria, visitas reducidas al departamento de emergencias y menor duración de la estancia hospitalaria. (Traducción-Dr. Jorge Silva Velazco ).

Clinical Outcomes of Oral Zinc Therapy in Hepatic Encephalopathy Treatment.

BACKGROUND: Additional therapies for hepatic encephalopathy (HE) treatment are warranted. There are data evaluating the use of zinc for HE; however, clinical outcomes, specifically in the United States, are unknown. OBJECTIVE: To compare 30-day and 1-year all-cause readmission rates in patients with cirrhosis complicated by HE on lactulose and rifaximin to those on lactulose, rifaximin, and zinc. METHODS: This retrospective study included patients admitted with documented cirrhosis and home medications of lactulose and rifaximin, with or without zinc. Patients were stratified into 2 groups: those receiving lactulose and rifaximin for HE (control) and those receiving lactulose, rifaximin, and zinc for HE (treatment). The primary outcomes were 30-day and 1-year all-cause readmission rates. RESULTS: One-hundred fifty-seven patients were included (102 in control group, 55 in treatment group). Regarding 30-day and 1-year all-cause readmission rates, there was no difference between the control and treatment groups. CONCLUSION AND RELEVANCE: This is the first study conducted in the United States evaluating zinc for HE treatment. Zinc did not impact 30-day or 1-year all-cause readmission rates. Further studies are warranted to evaluate the potential benefit of zinc for HE, possibly in correlation with Model for End-stage Liver Disease-Sodium (MELD-Na) scores.

Translational Research on Caregiver Reading and Playing Behaviors: Evidence from an In Vivo Community-based Intervention throughout the COVID-19 Pandemic.

This study provides a rigorous assessment of a community-based early child development (ECD) intervention to understand the drivers of caregivers' reading and playing practices in a low-resourced township in South Africa. Mentors visited 157 homes biweekly (2474 observations from 2019-21; children ages 0-5), completing surveys regarding caregiver behaviors and engagement. One hundred and fifty-seven caregivers (mostly Black, Zulu women) participated in the program during this time period and completed surveys biannually on their support system (modified version of the Multidimensional Scale of Perceived Support) and ECD beliefs (modified versions of the Parental Play Beliefs Scale and the Parent Opinion Survey). Longitudinal Hierarchical Linear Model revealed that several behaviors and beliefs significantly predicted positive parenting behaviors. Regression discontinuity plots suggest that positive parenting behaviors could continue and even improve following Covid-19 shutdowns, especially in homes with more intervention visits. This paper provides translational evidence on tangible ways interventions can engage caregivers in stimulating ECD behaviors.

Prediction With Mixed Effects Models: A Monte Carlo Simulation Study.

Oftentimes in many fields of the social and natural sciences, data are obtained within a nested structure (e.g., students within schools). To effectively analyze data with such a structure, multilevel models are frequently employed. The present study utilizes a Monte Carlo simulation to compare several novel multilevel classification algorithms across several varied data conditions for the purpose of prediction. Among these models, the panel neural network and Bayesian generalized mixed effects model (multilevel Bayes) consistently yielded the highest prediction accuracy in test data across nearly all data conditions.

What Predicts Pre-adolescent Compliance with Family Rules? A Longitudinal Analysis of Parental Discipline, Procedural Justice, and Legitimacy Evaluations.

During adolescence, individuals make judgements on the legitimacy of authorities to make and enforce rules and they differentiate between various types of rules. This study tracked a socially and racially diverse sample (47% White) of 800 Brazilians for three years, ages 11-13 (50% female), allowing for variation between issues and individuals. The strongest predictors of compliance were adolescents' beliefs that parents were legitimate authorities. Other significant predictors were authorities' procedural justice and disciplinary practices. Legitimacy attributions partially mediated the relationship between procedural justice and compliance. Compliance and legitimacy varied across issues. Across time, parenting variables diminished in predictive strength while legitimacy attributions increased. Procedural justice practices may partially establish parental legitimacy, while disciplinary practices are less effective and perhaps counter-productive.