Community Mental Health Center Integrated Care Outcomes.

Despite the compelling logic for integrating care for people with serious mental illness, there is also need for quantitative evidence of results. This retrospective analysis used 2013-2015 data from seven community mental health centers to measure clinical processes and health outcomes for patients receiving integrated primary care (n = 18,505), as well as hospital use for the 3943 patients with hospitalizations during the study period. Bivariate and regression analyses tested associations between integrated care and preventive screening rates, hemoglobin A1c levels, and hospital use. Screening rates for body-mass index, blood pressure, smoking, and hemoglobin A1c all increased very substantially during integrated care. More than half of patients with baseline hypertension had this controlled within 90 days of beginning integrated care. Among patients hospitalized at any point during the study period, the probability of hospitalization in the first year of integrated care decreased by 18 percentage points, after controlling for other factors such as patient severity, insurance status, and demographics (p < .001). The average length of stay was also 32% shorter compared to the year prior to integrated care (p < .001). Savings due to reduced hospitalization frequency alone exceeded $1000 per patient. Data limitations restricted this study to a pre-/post-study design. However, the magnitude and consistency of findings across different outcomes suggest that for people with serious mental illness, integrated care can make a significant difference in rates of preventive care, health, and cost-related outcomes.

Effect of Patient Care Coordination on Hospital Encounters and Related Costs.

Given high costs of hospital encounters, providers have increasingly turned to patient-centered health care programs to improve cost-effectiveness and population health for patients with high needs. Yet, evidence is mixed about program effectiveness. This pre-post comparative analysis assessed whether the number of hospital encounters and related costs decreased for patients who received care coordination services funded through Texas's 1115(a) Medicaid waiver incentive-based payment model, under which providers created new programs to improve care quality, population health, and cost-effectiveness. This study compared hospital records for patients who were frequent emergency department users at 4 urban safety net hospitals in Texas and state data for hospital encounters for the calendar years 2013 through 2015. The study included 9061 patients who frequently used emergency departments: 4117 patients who received waiver-funded care coordination services at 2 hospitals and 4944 patients who received usual care at 2 comparison hospitals. Regression models compared changes in patients' hospital use and length of stay for the 2 groups. Patients receiving waiver-funded care coordination had a 19% lower probability of hospitalization after receiving care coordination relative to patients who received usual care, for a mean savings of approximately $1500 per year per patient. Receiving care coordination was not associated with a change in length of stay. Care coordination developed by hospitals to meet the needs of their most vulnerable patients can reduce their use of hospital resources through better preventive care. These findings bolster the business case for care coordination, which may help ensure service continuation.

Hundred Languages of Deaf Children: Exploring the Reggio Emilia Approach in Deaf Education.

The study investigated the "hundred languages of Deaf children" (Malaguzzi, 1993) in two schools using the Reggio Emilia approach to early childhood education, which originated in Italy. One principle of this approach, "the hundred languages of children," supports young children in expressing their ideas and thoughts in different ways. The hundred languages include expression through written, spoken, and signed languages, among many other means, and children are empowered to express themselves using these multiple channels. The researchers employed ethnographic study methods: Multiple early childhood classrooms were observed, and focus groups were conducted with school leaders, teachers, and families. The study findings are valuable in that they provide a better understanding of why both schools chose the Reggio Emilia approach with Deaf children and how both schools used it. Both schools regarded Deaf children as capable learners and expected much of them.

Real-time Data Fusion Platforms: The Need of Multi-dimensional Data-driven Research in Biomedical Informatics.

Systems designed to expedite data preprocessing tasks such as data discovery, interpretation, and integration that are required before data analysis drastically impact the pace of biomedical informatics research. Current commercial interactive and real-time data integration tools are designed for large-scale business analytics requirements. In this paper we identify the need for end-to-end data fusion platforms from the researcher's perspective, supporting ad-hoc data interpretation and integration.

Domain Analysis of Integrated Data to Reduce Cost Associated with Liver Disease.

Liver cancer, the fifth most common cancer and second leading cause of cancer-related death among men worldwide, is plagued by not only lack of clinical research, but informatics tools for early detection. Consequently, it presents a major health and cost burden. Among the different types of liver cancer, hepatocellular carcinoma (HCC) is the most common and deadly form, arising from underlying liver disease. Current models for predicting risk of HCC and liver disease are limited to clinical data. A domain analysis of existing research related to screening for HCC and liver disease suggests that metabolic syndrome (MetS) may present oppportunites to detect early signs of liver disease. The purpose of this paper is to (i) provide a domain analysis of the relationship between HCC, liver disease, and metabolic syndrome, (ii) a review of the current disparate sources of data available for MetS diagnosis, and (iii) recommend informatics solutions for the diagnosis of MetS from available administrative (Biometrics, PHA, claims) and laboratory data, towards early prediction of liver disease. Our domain analysis and recommendations incorporate best practices to make meaningful use of available data with the goal of reducing cost associated with liver disease.

EHR-based Visualization Tool: Adoption Rates, Satisfaction, and Patient Outcomes.

BACKGROUND: Electronic health records (EHRs) have the potential to enhance patient-provider communication and improve patient outcomes. However, in order to impact patient care, clinical decision support (CDS) and communication tools targeting such needs must be integrated into clinical workflow and be flexible with regard to the changing health care landscape. DESIGN: The Stroke Prevention in Healthcare Delivery Environments (SPHERE) team developed and implemented the SPHERE tool, an EHR-based CDS visualization, to enhance patient-provider communication around cardiovascular health (CVH) within an outpatient primary care setting of a large academic medical center. IMPLEMENTATION: We describe our successful CDS alert implementation strategy and report adoption rates. We also present results of a provider satisfaction survey showing that the SPHERE tool delivers appropriate content in a timely manner. Patient outcomes following implementation of the tool indicate one-year improvements in some CVH metrics, such as body mass index and diabetes. DISCUSSION: Clinical decision-making and practices change rapidly and in parallel to simultaneous changes in the health care landscape and EHR usage. Based on these observations and our preliminary results, we have found that an integrated, extensible, and workflow-aware CDS tool is critical to enhancing patient-provider communications and influencing patient outcomes.