Real-world well being care information is frequent and rising in use with sources equivalent to observational research, affected person registries, digital medical report databases, insurance coverage healthcare claims databases, and additionally information from pragmatic trials. This information serves as the premise for the rising use of actual-world proof in medical resolution-making. Though, the info itself shouldn’t be proof. Analytical strategies should be used to show actual-world information into legitimate and significant proof. Real World Health Care Data Analysis: Causal Methods and Implementation Using SAS (PDF) brings collectively greatest practices for causal-comparative effectiveness analyses based mostly on actual-world information in a single location and gives SAS code and examples to make the analyses comparatively simple and environment friendly.
The e book focuses on analytic strategies adjusted for time-unbiased confounding, that are useful when evaluating the impact of various potential interventions on some end result of curiosity when there isn’t any randomization. These strategies embody:
- algorithms for customized drugs
- sensitivity analyses for unmeasured confounding
- strategies for evaluating two interventions in addition to comparisons between three or extra interventions
- propensity rating matching, stratification strategies, weighting strategies, regression strategies, and approaches that mix and common throughout these strategies.
“This e book is packed filled with useful and insightful info. The desk of contents could appear appalling to novice SAS customers/healthcare analysts, however given the subjects coated, I’d suggest a quick run-via a minimum of for anybody new to the sphere. For extra intermediate / superior customers, this guide will grow to be a mainstay in your useful resource record.” — Chris Battiston, Research Data Analyst “Women’s College Hospital”
NOTE: The product contains the e book, Real World Health Care Data Analysis: Causal Methods and Implementation Using SAS in PDF. No entry codes are included.