Computer-Managed Instruction: Stability of Cognitive Components

Abstract

To ascertain changes in cognitive correlates of learning as students advance through hierarchical instruction, 24 individual difference measures were obtained from 166 Navy trainees who had completed a computer-managed course in electricity and electronics. Principal component analysis and varimax rotation were computed for cognitive characteristics, producing factor scores that were used in multiple regression analyses to predict achievement in 11 modules of instruction. During acquisition of course content, cognitive components sampled shifted noticeably in importance throughout the curriculum. The results have implications for aptitude-treatment-interaction (ATI) research, transition from novice to expert, crystallized and fluid intelligence, task demands of instruction, and computer-managed mastery learning.

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Document Details

Document Type
Technical Report
Publication Date
Feb 01, 1984
Accession Number
ADA139881

Entities

People

  • P. A. Federico

Tags

Communities of Interest

  • Biomedical
  • Human Systems
  • Space

DTIC Thesaurus Topics

  • Acquisition
  • Cognition
  • Data Science
  • Education
  • Educational Psychology
  • Electricity
  • Electronics
  • Factor Analysis
  • Information Processing
  • Information Science
  • Materials
  • Military Research
  • Psychology
  • Regression Analysis
  • Statistical Analysis
  • Students
  • Training

Readers

  • Artificial Intelligence
  • Psychometric Testing or Psychological Assessment.

Technology Areas

  • Microelectronics