Objective: We sought to compare variability in serum creatinine among inpatients in our institution receiving contrast imaging studies and among inpatients not receiving such studies.
Materials And Methods: This retrospective, single-site, multiple-cohort study in a 550-bed academic medical center in October 2016 used the electronic medical record data to analyze the greatest absolute and relative changes in serum creatinine over periods no longer than 48 hours (1) during the admission for 1,134 patients who did not receive a contrast imaging study, (2) before the earliest contrast study for 155 patients who had not yet had a scheduled contrast examination, and (3) straddling the time when 266 patients received their earliest contrast study. We compared creatinine changes in the first cohort with those in the second and the third using histograms and t tests.
This secondary analysis of the Systolic Blood Pressure Intervention trial examines whether a treatment program aimed at reducing systolic blood pressure to a lower goal than currently recommended would reduce cardiovascular disease risk among patients without diabetes.
View Article and Find Full Text PDFObjective: To examine real-world outcomes of survival, length of stay, and discharge destination, among all adult extracorporeal membrane oxygenation admissions in one state over nearly a decade.
Design: Retrospective analysis of administrative discharge data.
Setting: State-wide administrative discharge data from Pennsylvania between 2007 and 2015.
This article seeks to understand whether a volume-outcome relationship exists in adult extracorporeal membrane oxygenation (ECMO). We examined primary administrative discharge data from the Pennsylvanian Health Care Cost Containment Council for all 2,948 consecutive adults treated with ECMO in Pennsylvania between January 1, 2007, and December 31, 2015. We used a well-fitting backwards stepwise logistic regression to obtain patient-level predicted mortality.
View Article and Find Full Text PDFDrugs R D
December 2017
Background: Real-world evidence of statin side effects is potentially biased because statin use is neither randomized nor unblinded. An innovative study design can mitigate these biases. For example, in the recent ASCOT-LLA trial, patient-reported adverse events such as muscle pain and weakness were higher in the non-randomized and non-blinded setting than in the randomized, blinded setting.
View Article and Find Full Text PDFUninsured and underinsured near-elderly may not have timely investigation, diagnosis, or care of cancer. Prior studies suggest Medicare eligibility confers significant and substantial reductions in mortality and increases in health service utilization. We compared 2245 patients diagnosed with lung cancer at ages 64.
View Article and Find Full Text PDFPrior studies suggest Medicare eligibility confers significant and substantial reductions in mortality and beneficial increases in health service utilization. We compared 13,882 patients diagnosed with prostate cancer at ages 63 to 64 years with 14,774 patients diagnosed at ages 65 to 66 (controls) in 2004 to 2007. Compared with controls, patients diagnosed with prostate cancer before Medicare eligibility had no statistically significant or meaningful differences in cancer stage, time to treatment, or type of treatment.
View Article and Find Full Text PDFBackground: There is increasing interest in using prediction models to identify patients at risk of readmission or death after hospital discharge, but existing models have significant limitations. Electronic medical record (EMR) based models that can be used to predict risk on multiple disease conditions among a wide range of patient demographics early in the hospitalization are needed. The objective of this study was to evaluate the degree to which EMR-based risk models for 30-day readmission or mortality accurately identify high risk patients and to compare these models with published claims-based models.
View Article and Find Full Text PDFAim: This study aims to analyze the impacts of a range of clinical evidence generation scenarios associated with comparative effectiveness research (CER) on pharmaceutical innovation.
Materials & Methods: We used the Global Pharmaceutical Policy Model to project the effect of changes in pharmaceutical producer costs, revenues and timings on drug innovation and health for the age 55+ populations in the USA and Europe through year 2060 using three clinical scenarios.
Results: Changes in producer incentives from widespread CER evidence generation and use had varied but often large predicted impacts on simulated outcomes in 2060.
The use of predictive modeling for real-time clinical decision making is increasingly recognized as a way to achieve the Triple Aim of improving outcomes, enhancing patients' experiences, and reducing health care costs. The development and validation of predictive models for clinical practice is only the initial step in the journey toward mainstream implementation of real-time point-of-care predictions. Integrating electronic health care predictive analytics (e-HPA) into the clinical work flow, testing e-HPA in a patient population, and subsequently disseminating e-HPA across US health care systems on a broad scale require thoughtful planning.
View Article and Find Full Text PDFObjectives: Publicly available hospital quality reports seek to inform consumers of important healthcare quality and affordability attributes, and may inform consumer decision-making. To understand how much consumers search for such information online on one Internet search engine, whether they mention such information in social media and how positively they view this information.
Setting And Design: A leading Internet search engine (Google) was the main focus of the study.