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Development of a Social Risk Score in the Electronic Health Record to Identify Social Needs Among Underserved Populations: Retrospective Study.

Elham HatefHsien-Yen ChangThomas M RichardsChristopher KitchenJanya BudarajuIman ForoughmandElyse C LasserJonathan P Weiner
Published in: JMIR formative research (2024)
Our model provides an opportunity to make use of available EHR data to help identify patients with high social needs. Our proposed social risk score could help identify the subset of patients who would most benefit from further social needs screening and data collection to avoid potentially more burdensome primary data collection on all patients in a target population of interest.
Keyphrases
  • electronic health record
  • healthcare
  • mental health
  • clinical decision support
  • end stage renal disease
  • big data
  • chronic kidney disease
  • ejection fraction
  • adverse drug
  • machine learning