Using AI and social determinants of health to identify risk

June 14, 2021Garrett SchmittNo CommentsAI, Data, healthcare outcomes, provider incentive, risk adjustment, RTI International, SDOH, SRFs, variable importance

There is increased recognition for better methods to measure, predict and adjust for social risk factors in healthcare and population health. Current performance and quality measures generally do not take SRFs into account in the bonus/penalty structure, nor are SRFs generally included in most risk adjustment formulas. This can lead to unintended consequences, including the…

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