Breathing new life into death certificates: Extracting handwritten cause of death in the LIFE-M project

B-Tier
Journal: Explorations in Economic History
Year: 2023
Volume: 87
Issue: C

Authors (6)

Bailey, Martha J. (University of California-Los A...) Leonard, Susan H. (not in RePEc) Price, Joseph (not in RePEc) Roberts, Evan (not in RePEc) Spector, Logan (not in RePEc) Zhang, Mengying (not in RePEc)

Score contribution per author:

0.335 = (α=2.01 / 6 authors) × 1.0x B-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

The demographic and epidemiological transitions of the past 200 years are well documented at an aggregate level. Understanding differences in individual and group risks for mortality during these transitions requires linkage between demographic data and detailed individual cause of death information. This paper describes the digitization of almost 185,000 causes of death for Ohio to supplement demographic information in the Longitudinal, Intergenerational Family Electronic Micro-database (LIFE-M). To extract causes of death, our methodology combines handwriting recognition, extensive data cleaning algorithms, and the semi-automated classification of causes of death into International Classification of Diseases (ICD) codes. Our procedures are adaptable to other collections of handwritten data, which require both handwriting recognition and semi-automated coding of the information extracted.

Technical Details

RePEc Handle
repec:eee:exehis:v:87:y:2023:i:c:s0014498322000523
Journal Field
Economic History
Author Count
6
Added to Database
2026-01-24