G2TT
来源类型Report
规范类型报告
DOIhttps://doi.org/10.7249/RR2621
来源IDRR-2621-OSD
Leveraging Big Data Analytics to Improve Military Recruiting
Nelson Lim; Bruce R. Orvis; Kimberly Curry Hall
发表日期2019-10-22
出版年2019
语种英语
结论

The services' current recruiting operations focus on the national and local levels

  • The national level focuses on outreach to attract prospective recruits through service websites, advertisements, educational tours, chat rooms, direct mail, call centers, and tours and events.
  • At the local level, recruiters conduct high school, cadet, community college, and other community programs or events and interview prospective recruits.
  • All services reported combining primary data collection with third-party data to help target recruiting activities.
  • The services would like to be able to use niche targeting and customized one-on-one messaging.
  • Recruiters indicated their desire for more-modern systems that could improve the efficiency of their work.

DoD faces several challenges related to data-enabled outreach and recruiting practices

  • DoD must protect personally identifiable information according to the Privacy Act of 1974 and related implementation guidance.
  • The services have limited use of third-party data, including opt-in requirements.
  • Many data sets are disconnected from each other.
  • Recruiters reported lacking advanced analytical tools. They indicated that available tools focused on tracking leads or applicants through the recruiting process and did not prioritize individuals, leads, activities, or events based on their potential return on investment.
  • The lack of feedback on the success of outreach and recruiting operations constrains the services' ability to improve recruiting processes.
摘要

The authors identified ways that the U.S. Department of Defense (DoD) and the services might be able to further deploy data-driven outreach and recruiting strategies in their outreach and recruiting processes. Their report summarizes information collected from stakeholders, subject-matter experts (SMEs), and the literature. The authors convened an advisory group of representatives from the services' recruiting operations divisions and marketing programs. The advisory group shared information on strategies, practices, policies, databases, algorithms, and tools. The authors also identified and convened a group of DoD Privacy Program and personally identifiable information SMEs to discuss the DoD Privacy Program, including related restrictions on data-enabled outreach and recruiting. Additionally, they conducted focus groups with military recruiters concerning recruiting practices and challenges at the local level and reviewed business and academic literature describing use of data-enabled practices in marketing and recruiting. The authors discuss barriers that must be overcome and provide actions that DoD can take toward enhancing use of data-enabled recruiting practices; these include evaluating the efficacy and efficiency of such practices.

目录
  • Chapter One

    Introduction

  • Chapter Two

    Current Recruiting Practices in the Military Services

  • Chapter Three

    Data-Enabled Marketing and Recruiting in Non–U.S. Department of Defense Organizations

  • Chapter Four

    Key Capabilities Desired to Better Use Data-Enabled Outreach and Recruiting in the U.S. Department of Defense

  • Chapter Five

    Challenges Associated with Better Use of Data-Enabled Outreach and Recruiting in the U.S. Department of Defense

  • Chapter Six

    Implications for Facilitating Greater Use of Data-Enabled Outreach and Recruitment Practices in the U.S. Department of Defense

  • Appendix A

    Protocol for Focus Groups with Military Recruiters

  • Appendix B

    Additional Detail on the Recruiting Process

主题Big Data ; Data Privacy ; Military Recruitment ; United States Department of Defense
URLhttps://www.rand.org/pubs/research_reports/RR2621.html
来源智库RAND Corporation (United States)
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资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/523916
推荐引用方式
GB/T 7714
Nelson Lim,Bruce R. Orvis,Kimberly Curry Hall. Leveraging Big Data Analytics to Improve Military Recruiting. 2019.
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