Real-world evidence enhances decision making

Smog, Cognition and Real-World Decision-Making

Cognitive functioning is critical as in our daily life a host of real-world complex decisions in high-stakes markets have to be made. The decision-making process can be vulnerable to environmental stressors. Summarizing the growing economic and epidemiologic evidence linking air pollution, cognition performance and real-world decision-making, we first illustrate key physiological and psychologi...

Making Real-World Evidence More Useful for Decision Making.

Regulatory decision-making meets the real world.

As patient input in drug development increases and new data sources are tapped, regulators need to organize and ensure the quality of data to inform decision-making.

Decision Making in Uncertain Real-World Domains

DTGolog, a decision-theoretic agent programming language based on the situation calculus, was proposed to ease some of the computational difficulties associated with Markov Decision Processes (MDPs) by using natural ordering constraints on execution of actions. Using DTGolog, domain specific constraints on a set of policies can be expressed in a high-level program to reduce significantly comput...

Enhancing the Application of Real-World Evidence in Regulatory Decision-Making

The nation’s growing electronic health information infrastructure has enabled routine and increasingly robust collection of digital data at the point of patient care. These data in turn are facilitating the development of an expanding body of real world evidence (RWE) on the use of medical products – evidence that is used increasingly by providers, payers, patients and other stakeholders to imp...