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A computer system for coding occupation
Author(s) -
Ossiander Eric M.,
Milham Samuel
Publication year - 2006
Publication title -
american journal of industrial medicine
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.7
H-Index - 104
eISSN - 1097-0274
pISSN - 0271-3586
DOI - 10.1002/ajim.20355
Subject(s) - medicine , coding (social sciences) , confidence interval , medical emergency , statistics , mathematics
Background Occupation information is widely used in epidemiologic studies and is collected on most death certificates and many birth certificates in the United States. Coding the massive amount of occupation information collected has been a challenge. Methods A simple word‐matching computer program to code occupation entries from vital records was developed. The accuracy of the program was evaluated by comparing its output to codes assigned by human coders. Results In routine use in the Washington State Department of Health (DOH), the computer system codes 96–97% of the occupation entries on birth and death records. It assigned the correct code on 89% (95% confidence interval (87%, 91%)) of the records it coded. Conclusions The occupation‐coding program is both efficient and accurate and can simplify the process of coding occupation entries from vital records. The system is adaptable and can be modified to use occupation classifications other than the one used by DOH. Am. J. Ind. Med. 2006. © 2006 Wiley‐Liss, Inc.