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Computer simulation modeling of abnormal behavior: a program approach.

K D Reilly, M R Freese, P B Rowe

    Behavioral Science
    |July 1, 1984
    PubMed
    Summary
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    This study addresses the need for systematic modeling of abnormal behavior using computer simulations. It identifies four modeling levels to guide research, particularly for schizophrenia.

    Area of Science:

    • Psychology
    • Computer Science
    • Psychiatry

    Background:

    • A comprehensive and systematic approach to modeling abnormal behavior is currently lacking.
    • Computer modeling and simulation offer promising tools for developing such a systematic program of study.
    • Key challenges include selecting appropriate modeling tools, integrating models with behavioral data, determining optimal modeling levels, and aligning theory with modeling practices.

    Purpose of the Study:

    • To address the need for systematic modeling of abnormal behavior.
    • To explore the utility of computer modeling and simulation in this domain.
    • To identify and analyze different levels of modeling applicable to abnormal behavior research.

    Main Methods:

    • Identification of four distinct levels or types of modeling: two qualitative and two quantitative.

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  • Examination of the properties and interrelationships of these identified modeling levels.
  • Application of these modeling frameworks to the study of abnormal behavior, with a specific focus on schizophrenia.

    • Main Results:

    • Four levels of modeling (two qualitative, two quantitative) were identified and characterized.
    • The properties and interrelations of these modeling levels were examined.
    • Illustrative applications were provided, demonstrating the utility of the proposed modeling approach for studying abnormal behavior, particularly schizophrenia.

    Conclusions:

    • Computer modeling and simulation provide a robust framework for systematically studying abnormal behavior.
    • The proposed four-level modeling approach offers a structured method for research, enhancing the understanding of complex conditions like schizophrenia.
    • Further research should focus on refining and applying these modeling techniques to various aspects of abnormal behavior.