DSAC Issue Brief Examines Data Bias

The Data Science and Analytics Committee (DSAC) released an issue brief, An Actuarial View of Data Bias: Definitions, Impacts and Considerations. The issue brief—the first in a new DSAC series called “Additional Considerations in Data Science”—looks at the key types of data bias that actuaries may encounter and focuses on the kinds of biases found in modeling data and the implications for algorithmic outcomes.