Related Experiment Video
Updated: Aug 14, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
A comparison of underlying cause and multiple causes of death: US vital statistics, 2000-2001
Matthew D Redelings1, Frank Sorvillo, Paul Simon
1Los Angeles County Department of Health Services, CA, USA. mredelings@ladhs.org
Background:
Mortality statistics can be compiled using underlying cause-of-death data or multiple cause-of-death data, which include other contributing causes of death.
Methods:
For the leading causes of death in the United States during 2000-2001, we compared underlying and multiple cause-of-death statistics.
Results:
For some conditions, little difference was observed between the 2 estimates. For other conditions, up to 10 times more deaths were identified from multiple-cause data than from underlying-cause data. The 10 leading causes of death differed when using the 2 types of data.
Conclusions:
Whenever possible, underlying and multiple cause-of-death statistics should both be presented. Analyses that use only the underlying cause of death ignore additional information that is readily available from multiple-cause data, and the more limited data may underestimate the importance of several leading causes of death.
Related Concept Videos
Causality in Epidemiology
Comparing the Survival Analysis of Two or More Groups
Actuarial Approach
Consider the example of a high-risk surgical procedure with significant early-stage mortality. A two-year clinical study is conducted,...
Life Tables
Statistical Methods for Analyzing Epidemiological Data
Prevalence and Incidence
Prevalence indicates the proportion of individuals in a population who have a specific disease or health condition at a...