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Identifying Frequent Health Care Users and Care Consumption Patterns: Process Mining of Emergency Medical Services Data.

Laura MarusterDurk-Jouke van der ZeeErik Buskens
Published in: Journal of medical Internet research (2021)
This efficient approach exploits the role of EMS as the unique regional "ferryman," while the combined use of EMS data and process mining allows for the effective and efficient tracing of frequent users' utilization of health care services. The approach informs regional policymakers and clinicians by quantifying and detailing frequent user consumption patterns to support subsequent policy adaptations.
Keyphrases
  • healthcare
  • emergency medical
  • electronic health record
  • big data
  • affordable care act
  • palliative care
  • mental health
  • public health
  • high intensity
  • data analysis
  • quality improvement
  • social media
  • pain management