Risk Factor-Based Risk Models

Risk factor-based Risk Models define risk scores using a set of weighted risk factors based on Populations. They are a good fit when:

  • Patient risk can be expressed using Populations
  • Interpretability and transparency are important for care teams

A risk factor-based Risk Model showing a list of weighted factors

How risk factor-based models calculate risk

Each risk factor includes:

  • Name: used to identify the factor across Relevant
  • Qualifying population: the Population a patient must belong to for the factor to apply
  • Weight: determines how much the factor contributes to the risk score (can be positive or negative)

A patient’s risk score is calculated as the sum of the weights for all risk factors whose qualifying Population the patient belongs to.

Risk factor configuration view showing how qualifying criteria and weights are defined