• DocumentCode
    1156514
  • Title

    Using Experience in Clinical Problem Solving: Introduction and Framework

  • Author

    Kolodner, Janet L. ; Kolodner, Robert M.

  • Volume
    17
  • Issue
    3
  • fYear
    1987
  • fDate
    5/1/1987 12:00:00 AM
  • Firstpage
    420
  • Lastpage
    431
  • Abstract
    While much recent interest exists in the cognitive processes involved in clinical reasoning, a much-neglected area is the role of experience in diagnosis and treatment. A model of experience´s role in commonsense problem solving is developed and a model of clinical reasoning that incorporates experience is proposed. Understanding the role of experience in clinical reasoning has two important implications. First, it will enable the building of better computerized reasoning systems for decision support and advisement. Such systems will be easy for clinicians to follow and will be able to take advantage of the similarities between novel cases in their reasoning. Second, it will enable the development of more effective teaching strategies that might result in more efficient learning environments and more accurate and reliable clinical reasoning. Two major contributions that experience makes to problem solving are identified. First, it provides exemplars to aid in hypothesis formation during classification, plan selection, and error recovery. Second, it triggers and contributes to refinement and modification of problem-solving knowledge. A model of the interaction between problem solving and experience is presented, including reasoning processes that make use of previous experience and a well-developed memory model that allows retrieval of individual experiences from memory as needed. The components of clinical reasoning are placed into the problem-solving model and thus propose places in the clinical reasoning cycle where one expects to see each experiential reasoning component.
  • Keywords
    Computational modeling; Computer science; Computer science education; Diseases; Educational programs; Helium; History; Medical diagnostic imaging; Problem-solving; Psychiatry;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9472
  • Type

    jour

  • DOI
    10.1109/TSMC.1987.4309058
  • Filename
    4309058