Real World Health Care Data Analysis: Causal Methods and Implementation Using SAS – PDF

Real-world well being care knowledge is frequent and rising in use with sources reminiscent of observational research, affected person registries, digital medical file databases, insurance coverage healthcare claims databases, and additionally knowledge from pragmatic trials. This knowledge serves as the premise for the rising use of actual-world proof in medical resolution-making. Though, the information itself shouldn’t be proof. Analytical strategies should be used to show actual-world knowledge 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 primarily based on actual-world knowledge in a single location and offers SAS code and examples to make the analyses comparatively simple and environment friendly. The ebook focuses on analytic strategies adjusted for time-impartial confounding, that are useful when evaluating the impact of various potential interventions on some final result of curiosity when there isn’t any randomization. These strategies embody:

• algorithms for personalised medication
• 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.

Review

“This ebook is packed stuffed with useful and insightful info. The desk of contents could seem appalling to novice SAS customers/healthcare analysts, however given the subjects coated, I might advocate a quick run-by means of not less than for anybody new to the sphere. For extra intermediate / superior customers, this ebook will turn into a mainstay in your useful resource checklist.” — Chris Battiston, Research Data Analyst “Women’s College Hospital” NOTE: The product contains the ebook, Real World Health Care Data Analysis: Causal Methods and Implementation Using SAS in PDF. No access codes are included.