Leveraging Big Data Analytics to Improve Military Recruiting

Abstract

Through data mining of large databases, recent technological and methodological advances enable use of data-driven outreach and recruiting strategies to help target prospective hires who are more likely to join and fit with ones organization; identify information concerning their interests, needs, and questions; and choose the right places and times to provide that information during their decision process. While the military has had some success in applying these approaches, through the findings of this research, our sponsor, the Office of Accession Policy within the Office of the Under Secretary of Defense for Personnel and Readiness in the Office of the Secretary of Defense, sought to strengthen military recruiting by enabling the services and defense agencies and programs, such as Joint Advertising Market Research and Studies (JAMRS), to more fully take advantage of new technological and methodological developments.1 Specifically, in concert with the sponsor, we addressed the following research areas:1. What are the services and JAMRS currently doing in their recruiting efforts, particularly in using data-enabled outreach and recruiting practices that might be adopted more widely?1 JAMRS does not conduct recruiting; it conducts research that the services use in their recruiting efforts and responsible government offices use in their recruiting oversight functions.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2019
Accession Number
AD1083956

Entities

People

  • Bruce R. Orvis
  • Kimberly C. Hall
  • Nelson Lim

Organizations

  • RAND Corporation

Tags

Communities of Interest

  • Autonomy
  • Biomedical
  • Cyber
  • Ground and Sea Platforms
  • Human Systems

DTIC Thesaurus Topics

  • Air Force
  • Artificial Intelligence
  • Big Data
  • Business Administration
  • Data Analysis
  • Data Mining
  • Databases
  • Employment
  • Information Processing
  • Information Science
  • Information Systems
  • Machine Learning
  • Management Personnel
  • Operations Research
  • Predictive Modeling
  • Social Media
  • Social Networking Services

Readers

  • Defense Technology Research and Development.
  • Distributed Systems and Data Platform Development
  • Naval Personnel Management

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy