Distributed Mission Operations Within-Simulator Training Effectiveness Baseline Study. Volume 5. Using the Pathfinder Methodology to Assess Pilot Knowledge Structure Changes

Abstract

To provide an indirect assessment of learning for the overall Distributed Mission Operations (DMO) Within Simulator Training Effectiveness Baseline Study as described in Volume I, Summary Report, of AFRL-HE-AZ-TR-2006-0015, the current work examined pilots who participated in a Pathfinder data collection methodology both before and after five days of DMO training. The Pathfinder methodology is a qualitative/quantitative method that can be used to assess if the pilots' underlying knowledge structures (i.e., their understanding) of air combat may have changed significantly as a function of DMO training. A total of 144 F-16 pilots rated the relatedness of 105 pairs of air combat concepts. Analyzing the before/after DMO training Pathfinder results by flight qualification or Viper flight position revealed remarkably similar results across all matrices. The most remarkable attribute of these networks is their stability; the pilots, regardless of demographic classification or before/after DMO training, view the relationships between the air combat concepts in very similar ways. We postulate that the stability of the networks most likely indicates that the 15 chosen concepts are at a high level of abstraction and reflect the shared knowledge in the general F-16 pilot population. As such, the concepts are likely not sensitive enough (i.e., detailed enough) to reflect differences in understanding resulting from five days of DMO training.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Jul 01, 2006
Accession Number
ADA462356

Entities

People

  • Brian T. Schreiber
  • Pam Disalvo
  • William A. Stock
  • Winston Bennett Jr.

Tags

Communities of Interest

  • Energy and Power Technologies
  • Human Systems
  • Materials and Manufacturing Processes
  • Weapons Technologies

DTIC Thesaurus Topics

  • Air Force
  • Air Force Research Laboratories
  • Airborne Warning And Control System
  • Classification
  • Computer Programming
  • Computer Programs
  • Computers
  • Control Systems
  • Educational Psychology
  • Employment
  • Leading Edges
  • Learning
  • Psychology
  • Ratings
  • Simulations
  • Simulators
  • Training

Readers

  • Aviation Science / Aeronautics.
  • Neural Network Machine Learning.
  • Team-Based Human-Centered Cognitive Task Decision Making and Information Performance.