Accession Number : ADA318946
Title : Relating the Armed Services Vocational Aptitude Battery to Marine Job Performance.
Descriptive Note : Master's thesis,
Corporate Author : NAVAL POSTGRADUATE SCHOOL MONTEREY CA
Personal Author(s) : Schaffer, Robert J., III
PDF Url : ADA318946
Report Date : SEP 1996
Pagination or Media Count : 48
Abstract : This thesis develops a method to reconfirm the relationship between an individual's Armed Services Vocational Aptitude Battery (ASVAB) scores and his performance at his initial course of instruction in the Marine Corps. Validity coefficients are developed to ensure that the ASVAB correctly predicts success at these initial training courses. Once the ASVAB is shown to correctly predict success at Marine Corps courses, the thesis concentrates on two statistical methods to explore the classification of youths into Marine jobs. The first method, discriminant analysis, is used as a check of the current classification process. Next, a tree based regression method is used to evaluate if further employment of ASVAB scores can more appropriately place trainees into Marine Corps jobs. These methods ultimately afford the Marine Corps an opportunity to use existing information to enhance the successful classification of young Marines into appropriate courses, thereby increasing their chances of successfully completing their initial training.
Descriptors : *PERFORMANCE(HUMAN), *MARINE CORPS PERSONNEL, *MILITARY OCCUPATIONAL SPECIALTIES, *APTITUDE TESTS, MILITARY REQUIREMENTS, VALIDATION, MANPOWER UTILIZATION, ENLISTED PERSONNEL, THESES, REGRESSION ANALYSIS, NAVAL RESEARCH, COURSES(EDUCATION), PERSONNEL RETENTION, JOB ANALYSIS, MARINE CORPS TRAINING, DISCRIMINATE ANALYSIS, APTITUDES, TRANSFER OF TRAINING.
Subject Categories : Personnel Management and Labor Relations
Distribution Statement : APPROVED FOR PUBLIC RELEASE