Data Quality for the Automotive Maintenance Phase of the Marine Corps Job Performance Measurement (JPM) Project

Abstract

All large-scale data collection efforts must contend with the issue of data quality. This research memorandum examines the quality of data collected for the automotive maintenance portion of the Marine Corps Job Performance Measurement Project, then describes measures taken to minimize the effect of questionable or missing cases. Particular attention is focused on data inconsistencies and problems associated with operational fielding of Computer Aptitude Test-Armed Services Vocational Aptitude Battery (CAT-ASVAB) and the Enhanced Computer Administered Test (ECAT). ASVAB (Armed Services Vocational Aptitude Battery), CAT (Computer Adaptive Test), Data acquisition, JPM (Job Performance Measurement), Maintenance personnel, Marine Corps personnel, Performance (human), Performance tests, Problems, Quality, Test methods, Validation.

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Document Details

Document Type
Technical Report
Publication Date
Aug 01, 1991
Accession Number
ADA263680

Entities

People

  • Catherine M. Hiatt
  • Neil B. Carey

Organizations

  • Center for Naval Analyses

Tags

Communities of Interest

  • Human Systems

DTIC Thesaurus Topics

  • Composite Materials
  • Computations
  • Data Acquisition
  • Data Analysis
  • Descriptive Analytics
  • Errors
  • Hand Injuries
  • Maintenance
  • Maintenance Personnel
  • Measurement
  • Military Personnel
  • Observation
  • Performance Tests
  • Personnel Management
  • Psychological Tests
  • Test Methods
  • Verification

Readers

  • Instructional Design and Training Evaluation.
  • Psychometric Testing or Psychological Assessment.