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Development of a Novel Computational Model for Evaluating Fall Risk in Patient Room Design.

Roya Sabbagh NovinEllen TaylorTucker HermansAndrew Merryweather
Published in: HERD (2020)
This innovative approach to room design evaluation and resulting estimation of patient fall risk show promise as a proactive evidence-based tool to evaluate the relationship of potential fall risk and room design. The development of the model highlights the challenge of heterogeneity in factors and reporting found in the studies of patient falls, which hinder our understanding of the role of the built environment in mitigating risk. A more comprehensive investigation comparing the model with actual patient falls data is needed to further refine model development.
Keyphrases
  • case report
  • big data
  • emergency department
  • machine learning
  • risk assessment
  • climate change
  • clinical evaluation