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Methodological Issues in Population-Based Studies of Multigenerational Associations.

Authors :
McGee G
Perkins NJ
Mumford SL
Kioumourtzoglou MA
Weisskopf MG
Schildcrout JS
Coull BA
Schisterman EF
Haneuse S
Source :
American journal of epidemiology [Am J Epidemiol] 2020 Dec 01; Vol. 189 (12), pp. 1600-1609.
Publication Year :
2020

Abstract

Laboratory-based animal research has revealed a number of exposures with multigenerational effects-ones that affect the children and grandchildren of those directly exposed. An important task for epidemiology is to investigate these relationships in human populations. Without the relative control achieved in laboratory settings, however, population-based studies of multigenerational associations have had to use a broader range of study designs. Current strategies to obtain multigenerational data include exploiting birth registries and existing cohort studies, ascertaining exposures within them, and measuring outcomes across multiple generations. In this paper, we describe the methodological challenges inherent to multigenerational studies in human populations. After outlining standard taxonomy to facilitate discussion of study designs and target exposure associations, we highlight the methodological issues, focusing on the interplay between study design, analysis strategy, and the fact that outcomes may be related to family size. In a simulation study, we show that different multigenerational designs lead to estimates of different exposure associations with distinct scientific interpretations. Nevertheless, target associations can be recovered by incorporating (possibly) auxiliary information, and we provide insights into choosing an appropriate target association. Finally, we identify areas requiring further methodological development.<br /> (Published by Oxford University Press on behalf of the Johns Hopkins Bloomberg School of Public Health 2020. This work is written by (a) US Government employee(s) and is in the public domain in the US.)

Details

Language :
English
ISSN :
1476-6256
Volume :
189
Issue :
12
Database :
MEDLINE
Journal :
American journal of epidemiology
Publication Type :
Academic Journal
Accession number :
32608483
Full Text :
https://doi.org/10.1093/aje/kwaa125