Validating Causal Diagrams of Human Health Risks for Spaceflight: An Example Using Bone Data from Rodents.

ABSTRACT: As part of the risk management plan for human system risks at the US National Aeronautics and Space Administration (NASA), the NASA Human Systems Risk Board uses causal diagrams (in the form of directed, acyclic graphs, or DAGs) to communicate the complex web of events that leads from exposure to the spaceflight environment to performance and health outcomes. However, the use of DAGs in this way is relatively new at NASA, and thus far, no method has been articulated for testing their veracity using empirical data. In this paper, we demonstrate a set of procedures for doing so, using (a) a DAG related to the risk of bone fracture after exposure to spaceflight; and (b) four datasets originally generated to investigate this phenomenon in rodents. Tests of expected marginal correlation and con

SUBMITTER: Reynolds RJ 

PROVIDER: S-EPMC9496259 | biostudies-literature | 2022 Sep

REPOSITORIES: biostudies-literature