Accession Number:

AD1093719

Title:

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

Descriptive Note:

Technical Report,14 Mar 2019,15 Jul 2019

Corporate Author:

Campion Consulting Services West Lafayette United States

Personal Author(s):

• Campion,Michael A.
• Campion,Emily D.

Report Date:

2019-10-04

Pagination or Media Count:

92.0

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.

Descriptors:

• Computer aided activities
• machine learning
• training
• recruiting
• literature surveys
• personnel management
• skills
• computer programs
• air force

Subject Categories:

Distribution Statement:

APPROVED FOR PUBLIC RELEASE