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Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care
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From guidelines to careflows: modelling and supporting complex clinical processes.

John Fox1, Elizabeth Black, Ioannis Chronakis

  • 1Department of Engineering Science, University of Oxford, Oxford, UK. johnfox@robots.ox.ac.uk

Studies in Health Technology and Informatics
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PubMed
Summary
This summary is machine-generated.

Computer interpretable clinical guidelines often overlook care processes, focusing instead on isolated tasks. Unifying clinical process modeling with business process modeling offers a promising research direction for comprehensive healthcare delivery.

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Area of Science:

  • * Health Informatics
  • * Clinical Decision Support
  • * Process Modeling

Background:

  • * Existing research on computer interpretable clinical guidelines primarily addresses individual clinical tasks, neglecting the broader temporal aspects of care processes like care plans and pathways.
  • * Business process modeling research excels at representing processes but has not addressed clinical data interpretation and decision-making challenges.

Purpose of the Study:

  • * To compare the strengths and weaknesses of two distinct research traditions: computer interpretable clinical guidelines and business process modeling.
  • * To explore the theoretical frameworks underpinning each tradition, including Petri nets and mathematical logics.
  • * To identify the potential for unifying these approaches for improved clinical process representation.

Main Methods:

  • * Comparative analysis of research traditions in clinical guideline interpretation and business process modeling.
  • * Review of theoretical frameworks such as Petri nets for workflow and mathematical logics for guidelines.
  • * Discussion of the limitations and complementary aspects of each approach.

Main Results:

  • * Clinical guideline research focuses on specific tasks, while business process modeling addresses extended processes.
  • * Distinct theoretical frameworks (Petri nets, mathematical logics) support each tradition.
  • * The two traditions offer complementary perspectives on clinical processes.

Conclusions:

  • * A significant research gap exists in unifying computer interpretable clinical guidelines and business process modeling.
  • * Integrating these fields is crucial for developing comprehensive models of clinical processes.
  • * Future research should focus on bridging the divide between task-oriented clinical guidelines and process-oriented business modeling.