DEVELOPMENT, SELECTION, AND VALIDATION OF FACTORS FOR THE EVALUATION OF AIRMAN JOBS

Abstract

The purpose of the study was to develop, select, and validate efficient and reliable sets of factors and weights for use in evaluating airman jobs. A representative sample of 200 incumbent-prepared airman job descriptions served as the criterion sample evaluated by senior NCOs, lieutenants, captains, and field-grade officers with respect to merited grade, merited pay, and 15 job requirement factors designed specifically for airman jobs. Various combinations of 37 predictor variables, including the 15 factors, were considered in 1,296 regression analyses (480 reported) made to derive and validate optimally weighted grade and pay policy equations. The grade policy equation, which involved eight variables, accurately predicted the grades awarded jobs in the criterion sample by the raters. The pay policy equation, which consisted of the same eight variables and one other, also accurately predicted raters' judgments of pay. Subsequent analyses with weights developed and cross-applied in 100-job subsamples indicated that both policy equations were very stable. Comparison of the overall-group grade policy equation with grade policy equations developed for each of the four rater groups which provided criterion and factor ratings revealed no important differences. The predictive efficiency of the policy equations and of all predictor combinations investigated was about the same for the four rater groups.

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Document Details

Document Type
Technical Report
Publication Date
Aug 01, 1967
Accession Number
AD0672957

Entities

People

  • Joe T. Hazel

Tags

Communities of Interest

  • Human Systems

DTIC Thesaurus Topics

  • Air Force
  • Composite Materials
  • Data Science
  • Employment
  • Field Grade Officers
  • Governments
  • Information Science
  • Linear Regression Analysis
  • Management Personnel
  • Materials
  • Military Personnel
  • Military Research
  • Organizational Structure
  • Regression Analysis
  • Reliability
  • Statistics
  • Surveys

Fields of Study

  • Education

Readers

  • Naval Personnel Management
  • Psychometric Testing or Psychological Assessment.