The Rotated Diagonal Factors (RDF) Approach: A Substitute for MANOVA When Analyzing Multi-Task and Multi-Criterion Data.

Abstract

In the study examined, subjects (Ss) were required to perform a continuous two-dimensional tracking task whose criteria included RMS Error in both dimensions as well as the number of times the Ss manipulated the control stick in either dimension. Occasionally, one of two other discrete tasks (i.e., a tactical assessment task and a communications task) occurred. Performance on the discrete tasks included accuracy of responses as well as response time for both correct and incorrect responses. Over a period of time, this provided potential data about percent of correct, incorrect, and missed responses as well as median times for both correct and incorrect responses. Thus, several criteria were available for each of the three tasks. The tracking data analyzed in this study were limited to only those data which occurred during and immediately after the occurrence of either type of discrete task. This approach was taken because, in the absence of a second actual task, the tracking task was the only one which Ss had to actively perform, although Ss were responsible for monitoring if a new target had appeared which required their assessment.

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Document Details

Document Type
Technical Report
Publication Date
Apr 10, 1997
Accession Number
ADA328049

Entities

People

  • Estrella M. Forster
  • Jeffery Morrison
  • Robert J. Wherry Jr.

Organizations

  • Naval Air Warfare Center

Tags

Communities of Interest

  • Biomedical
  • C4I
  • Human Systems

DTIC Thesaurus Topics

  • Accuracy
  • Aerial Warfare
  • Air Force
  • Aircrafts
  • Analysis Of Variance
  • Biomedical Research
  • Data Analysis
  • Data Mining
  • Data Science
  • Equations
  • Factor Analysis
  • Information Processing
  • Information Science
  • Knowledge Management
  • Multivariate Analysis
  • Task Performance And Analysis
  • Two Dimensional

Fields of Study

  • Psychology

Readers

  • Brain and Cognitive Science; Experimental Psychology; Cognitive Neuroscience
  • Systems Analysis and Design