Using reference values to define disease based on the lower limit of normal biases the population attributable fraction, but not the population excess risk: the example of chronic airflow obstruction
File(s)
Author(s)
Burney, PGJ
Minelli, C
Type
Journal Article
Abstract
Background: The impact of disease on population health is most commonly estimated by the population attributable fraction (PAF), or less commonly by the excess risk, an alternative measure that estimates the absolute risk of disease in the population that can be ascribed to the exposure. Using chronic airflow obstruction as an example, we examined the impact on these estimates of defining disease based on different “normal” values.
Method: We estimated PAF and the excess risk in scenarios in which the true rate of disease was 10% in the exposed and 5% in the unexposed, and where either 50% or 20% of the population was exposed. Disease definition was based on a “lower limit of normal”, using the 5th, 1st and 0.2nd centile of values in a “normal” population as thresholds to define normality.
Results: Where normality is defined by centiles of values in a “normal” population, PAF is strongly influenced by which centile is selected to define normality. This is not true for the population excess risk.
Conclusion: Care should be taken when interpreting estimates of PAF when disease is defined from a centile of a normal population.
Method: We estimated PAF and the excess risk in scenarios in which the true rate of disease was 10% in the exposed and 5% in the unexposed, and where either 50% or 20% of the population was exposed. Disease definition was based on a “lower limit of normal”, using the 5th, 1st and 0.2nd centile of values in a “normal” population as thresholds to define normality.
Results: Where normality is defined by centiles of values in a “normal” population, PAF is strongly influenced by which centile is selected to define normality. This is not true for the population excess risk.
Conclusion: Care should be taken when interpreting estimates of PAF when disease is defined from a centile of a normal population.
Date Issued
2017-11-06
Date Acceptance
2017-10-31
Citation
Journal of Clinical Epidemiology, 2017, 93, pp.76-78
ISSN
0895-4356
Publisher
Elsevier
Start Page
76
End Page
78
Journal / Book Title
Journal of Clinical Epidemiology
Volume
93
Copyright Statement
© 2017 Elsevier Inc. All rights reserved. This manuscript is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/
Subjects
Lower Limit of Normal
Population Attributable Fraction
Population Excess Risk
Reference values
11 Medical And Health Sciences
01 Mathematical Sciences
Epidemiology
Publication Status
Published