Refinement of the Computerized Adaptive Screening Test

Abstract

The Computerized Adaptive Screening Test (CAST) is used for predicting performance on the Armed Forces Qualification Test (AFQT). The goal of this project is to expand the existing item pool, balance usage of the test items, improve score reporting, and allow the item pool to be updated periodically. Existing items were reviewed, and new items were developed. Both new and existing items were administered to a sample of 20,000 newly enlisted soldiers and to another sample of 3,5000 prospects. The results showed that (1) the new items had good psychometric properties, (2) a limited number of items were biased (and were eliminated), and (3) the test was valid overall, and fair for blacks and females. A number of software enhancements were implemented. To prevent item overuse, the software was modified to prevent selection from a subset of initial items and to sample items organized into strata according to item difficulty. CAST will now produce test results that show probabilities of attaining scores in the AFQT category scores of 1-3A, 3B, or 4-5. Software implementations also included provisions for adding experimental items and collecting item calibration data.

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Document Details

Document Type
Technical Report
Publication Date
Nov 01, 1990
Accession Number
ADA231437

Entities

People

  • James R McBride
  • Jeffrey J. Mchenry
  • Lauress L. Wise
  • Philip L. Szenas
  • Wei J. Chia

Organizations

  • American Institutes for Research

Tags

Communities of Interest

  • Biomedical
  • Energy and Power Technologies
  • Human Systems

DTIC Thesaurus Topics

  • Accuracy
  • Air Force
  • Applied Psychology
  • Computer Programs
  • Computers
  • Employment
  • Enlisted Personnel
  • Maximum Likelihood Estimation
  • Military Research
  • Minority Groups
  • Personnel Management
  • Prejudice
  • Psychology
  • Recruiting
  • Security
  • Social Sciences
  • Test And Evaluation

Readers

  • Naval Personnel Management
  • Regression Analysis.
  • Systems Analysis and Design