The Human Resources Program-Evaluation Handbook is the first book to present state-of-the-art procedures for evaluating and improving human resources programs. Editors Jack E. Edwards, John C. Scott, and Nambury S. Raju provide a user-friendly yet scientifically rigorous "how to" guide to organizational program-evaluation. Integrating perspectives from a variety of human resources and organizational behavior programs, a wide array of contributing professors, consultants, and governmental personnel successfully link scientific information to practical application. Designed for academics and graduate students in industrial-organizational psychology, human resources management, and business, the handbook is also an essential resource for human resources professionals, consultants, and policy makers.

The Office of the Under Secretary of Defense (Personnel & Readiness), referred to throughout this report as P&R, is responsible for the total force management of all Department of Defense (DoD) components including the recruitment, readiness, and retention of personnel. Its work and policies are supported by a number of organizations both within DoD, including the Defense Manpower Data Center (DMDC), and externally, including the federally funded research and development centers (FFRDCs) that work for DoD. P&R must be able to answer questions for the Secretary of Defense such as how to recruit people with an aptitude for and interest in various specialties and along particular career tracks and how to assess on an ongoing basis service members' career satisfaction and their ability to meet new challenges. P&R must also address larger-scale questions, such as how the current realignment of forces to the Asia-Pacific area and other regions will affect recruitment, readiness, and retention. While DoD makes use of large-scale data and mathematical analysis in intelligence, surveillance, reconnaissance, and elsewhereâ€"exploiting techniques such as complex network analysis, machine learning, streaming social media analysis, and anomaly detectionâ€"these skills and capabilities have not been applied as well to the personnel and readiness enterprise. Strengthening Data Science Methods for Department of Defense Personnel and Readiness Missions offers and roadmap and implementation plan for the integration of data analysis in support of decisions within the purview of P&R.

Recruiting an all-volunteer military is a formidable task. To successfully enlist one eligible recruit, the Army must contact approximately 120 young people. The National Research Council explores the various factors that will determine whether the military can realistically expect to recruit an adequate fighting force-one that will meet its upcoming needs. It also assesses the military's expected manpower needs and projects the numbers of youth who are likely to be available over the next 20 years to meet these needs. With clearly written text and useful graphics, Attitudes, Aptitudes, and Aspirations of American Youth offers an overview of important issues for military recruiters, touching on a number of important topics including: sex and race, education and aptitude, physical and moral attributes, and military life and working conditions. In addition, the book looks at how a potential recruit would approach the decision to enlist, considering personal, family, and social values, and the options for other employment or college. Building on the need to increase young Americans' "propensity to enlist," this book offers useful recommendations for increasing educational opportunities while in the service and for developing advertising strategies that include concepts of patriotism and duty to country. Of primary value to military policymakers, recruitment officers, and analysts, Attitudes, Aptitudes, and Aspirations of American Youth will also interest social scientists and policy makers interested in youth trends.