Improving data quality in the Enlisted Master File
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Authors
Sablan, Susan R.
Subjects
Data quality
data integrity
EMF
data integrity
EMF
Advisors
Haga, William J.
Date of Issue
1990-03
Date
March 1990
Publisher
Monterey, California. Naval Postgraduate School
Language
en_US
Abstract
This thesis establishes the importance of maintaining the quality of information in the Enlisted Master File (EMF). The Enlisted Master File is generated by the Navy Enlisted System, one of many applications which process data for the Manpower, Personnel, and Training community. To clarify what technologies, policies, and procedures can contribute to improved data quality, a framework for classifying these initiatives is developed. The data quality control environment of the Navy Enlisted system is then evaluated with respect to that framework. Two deficiencies in the data quality control environment are identified. One is the lack of techniques to measure the quality of data in the Enlisted Master File, and the other is the lack of comprehensive plans for data quality control for the data base which will be a successor to the master file. A technique for assessing data quality is then tested, but its application to the Navy Enlisted System was not successful in this limited study. Technologies which could contribute to enhanced data quality in the environment of the future are discussed, and a plan for actively managing data quality is proposed. In closing, specific recommendations for improving the current data quality control environment in the Total Force Information Systems Management Department are presented.
Type
Thesis
Description
Series/Report No
Department
Department of Administrative Science
Organization
Naval Postgraduate School (U.S.)
Identifiers
NPS Report Number
Sponsors
Funder
Format
ix, 96 p.
Citation
Distribution Statement
Approved for public release; distribution is unlimited.
Rights
This publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.