Collaboration between emergency medical services (EMS) and hospitals receiving stroke patients is critical to ensure prompt, effective treatment, and is a key component of the stroke systems of care (SSoC). The goal of our study was to evaluate the association between presentation by EMS and EMS prenotification with odds of receiving Tissue-type Plasminogen Activator (IV-tPA) in a state implementing SSoC while rigorously accounting for missing data. We utilized data from the Massachusetts Paul Coverdell Stroke Registry for this study, and analyzed adult patients presenting with ischemic stroke to Massachusetts Coverdell hospitals between 2016 and 2018. Patients with contraindications to IV-tPA were excluded. We used generalized estimating equations to assess associations between presentation by EMS, EMS prenotification, and receipt of IV-tPA. We also performed a sensitivity analysis using multiple imputation to assess the sensitivity of our findings to missing data. We identified 9,230 eligible patients with ischemic stroke during the study period. In multivariate complete case regressions, presentation by EMS and EMS prenotification were associated with statistically significant increased odds of receiving IV-tPA (odds ratio [OR] 1.52, 95% confidence interval [CI] 1. OR 1.75, respectively). Analysis of imputed data indicated level or stronger associations. Our analysis indicates that presentation by EMS and EMS prenotification are associated with increased odds of receiving IV-tPA in a state implementing the SSoC. Our results lend importance to the critical role of EMS in the SSoC. Future interventions should work to increase rates of prenotification by EMS and assess inequities in receipt of IV-tPA.
Automated analysis of electronic health record (EHR) data is a complementary tool for public health surveillance. Analyzing and presenting these data, however, demands new methods of data communication optimized to the detail, flexibility, and timeliness of EHR data. RiskScape is an open-source, interactive, Web-based, user-friendly data aggregation and visualization platform for public health surveillance using EHR data. RiskScape displays near-real-time surveillance data and enables clinical practices and health departments to review, analyze, map, and trend aggregate data on chronic conditions and infectious diseases. Data presentations include heat maps of prevalence by zip code, time series with statistics for trends, and care cascades for conditions such as HIV and HCV. The platform’s flexibility enables it to be modified to incorporate new conditions quickly—such as COVID-19. The Massachusetts Department of Public Health (MDPH) uses RiskScape to monitor conditions of interest using data that are updated monthly from clinical practice groups that cover approximately 20% of the state population. RiskScape serves an essential role in demonstrating need and burden for MDPH’s applications for funding, particularly through the identification of inequitably burdened populations.
Objectives
Waiting times for secondary care psychological therapy remain a ‘blind spot’ in serious mental illness (SMI) provision, and their reduction is a priority within the National Health Service (NHS) Five Year Forward View. The paper describes the eradication of waiting times within a community‐based NHS service and the effectiveness of strategies whilst examining help‐seeking behaviour, compliance and therapeutic need.
Methods
Analyses are reported for treatment compliance and therapeutic outcomes for 208 waiting‐list cohort individuals seen by the SMI psychology service over an 18‐month period between October 2014 and March 2016.
Results
No significant clinical or demographic differentiation between individuals who successfully completed therapy compared to those who disengaged was observed. Despite an average 2.20‐year waiting time, this alone did not significantly impact engagement with psychological treatment and all psychological therapies provided led to a significant clinical improvement and no individuals who completed therapy required re‐referral at 12‐month follow‐up.
Conclusions
If imposed appropriately over a suitable time frame evidence‐based practice coupled with effective operationalization can result in efficient needs‐led psychological provision within SMI and secondary care. Potentially debilitating waiting times for service users and other referring professionals can be avoided, whilst psychology provision retains a flexible, formulation‐based and person‐centred approach.
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