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An informatics approach to complex research problems. Dynamic process modeling.

J A Rossi1

  • 1University of Utah College of Nursing, Salt Lake City.

Computers in Nursing
|January 1, 1991
PubMed
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Computer simulation, a research methodology modeling dynamic systems, is increasingly used across disciplines. Understanding simulation modeling and validation is crucial for future nursing research applications.

Area of Science:

  • Nursing Research
  • Computational Science
  • Methodology

Background:

  • Computer simulation is often viewed as an educational tool in nursing.
  • However, it also serves as a powerful research methodology for modeling dynamic systems and simulating real-life events.
  • This methodology is widely applied in behavioral sciences and business management.

Purpose of the Study:

  • To introduce computer simulation as a research methodology.
  • To describe the theory supporting simulation modeling.
  • To discuss model validation issues in research.

Main Methods:

  • Exploration of computer use for modeling dynamic systems.
  • Review of theoretical underpinnings for simulation modeling.
  • Examination of model validation principles.

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Main Results:

  • Computer simulation is a versatile research methodology applicable to complex problems.
  • It models dynamic systems and simulates events for in-depth study.
  • Examples from diverse fields illustrate its application.

Conclusions:

  • Nurses will encounter research utilizing computer simulation.
  • Simulation modeling is poised to become a significant tool in nursing research.
  • Understanding its principles and validation is essential for future adoption.