Convergence or Divergence of Expert Mental Models: The Utility of Knowledge Structure Assessment in Training Research

Abstract

In this paper we discuss the impact of differing knowledge structure measurement techniques on assessing instructor mental models for behaviors associated with Situation Awareness. Our goals were, first, to investigate the degree to which an expert model for such behaviors actually exists, and second, to determine the degree to which experts, varying along a number of dimensions, assess these behaviors using differing knowledge structure measurement techniques. The results show substantial agreement in concept relatedness across differing measures, but less agreement across differing expert groups. Our discussion focuses on the differing measures and their ability to assess the knowledge structures associated with experts differing in their training roles and we review the implications of these findings for training researchers.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2000
Accession Number
ADA526272

Entities

People

  • Jennifer Fowlkes
  • Laura Martin-milham
  • Randall L. Oser
  • Stephen M. Fiore

Organizations

  • University of Central Florida

Tags

Communities of Interest

  • Air Platforms

DTIC Thesaurus Topics

  • Acquisition
  • Agreements
  • Complex Systems
  • Convergence
  • Indicators
  • Information Operations
  • Information Processing
  • Information Systems
  • Instructors
  • Measurement
  • Naval Aviation
  • Navigation
  • Navigators
  • Ratings
  • Situational Awareness
  • Standards
  • Training

Readers

  • Ocean-Atmosphere Mesoscale Modeling, Data Assimilation, and Flux Boundary Layers
  • Regression Analysis.
  • STEM Education