Literature Review of Computer-Assisted Text Analysis Research, Software, Analytical Techniques, and Best Practices

Abstract

The purpose of this study was to conduct a comprehensive literature review to summarize the state of the research on the use of computer assisted text analysis (CATA) to measure knowledge, skills, abilities, and other characteristics (KSAOs) for applications in hiring, recruiting, evaluation, and training. A comprehensive review of the CATA research in management journals identified 242 articles. Their findings were summarized in terms of types of studies, textual material, analyses, construct validity methods, and software.

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Document Details

Document Type
Technical Report
Publication Date
Oct 04, 2019
Accession Number
AD1093719

Entities

People

  • Emily D. Campion
  • Michael A. Campion

Tags

Communities of Interest

  • Autonomy
  • Engineered Resilient Systems

DTIC Thesaurus Topics

  • Artificial Intelligence Software
  • Computational Science
  • Computer Programs
  • Computers
  • Data Mining
  • Data Science
  • Dimensionality Reduction
  • Employment
  • Information Science
  • Knowledge Management
  • Machine Learning
  • Natural Language Processing
  • Network Science
  • Psychology
  • Reasoning
  • Social Media
  • Supervised Machine Learning

Readers

  • Instructional Design and Training Evaluation.
  • Library and Information Science