Evaluation of Selection Bias in an Internet-based Study of Pregnancy Planners

被引:74
|
作者
Hatch, Elizabeth E. [1 ]
Hahn, Kristen A. [1 ]
Wise, Lauren A. [1 ]
Mikkelsen, Ellen M. [2 ]
Kumar, Ramya [1 ]
Fox, Matthew P. [1 ]
Brooks, Daniel R. [1 ]
Riis, Anders H. [2 ]
Sorensen, Henrik Toft [2 ]
Rothman, Kenneth J. [1 ,3 ]
机构
[1] Boston Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02118 USA
[2] Aarhus Univ Hosp, Dept Clin Epidemiol, DK-8000 Aarhus, Denmark
[3] RTI Hlth Solut, Durham, NC USA
关键词
COLLIDER-STRATIFICATION BIAS; MARGINAL STRUCTURAL MODELS; NATIONAL BIRTH COHORT; TIME-TO-PREGNANCY; FOLLOW-UP; WEB; EPIDEMIOLOGY; PROFILE; RISK; REPRESENTATIVENESS;
D O I
10.1097/EDE.0000000000000400
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Selection bias is a potential concern in all epidemiologic studies, but it is usually difficult to assess. Recently, concerns have been raised that internet-based prospective cohort studies may be particularly prone to selection bias. Although use of the internet is efficient and facilitates recruitment of subjects that are otherwise difficult to enroll, any compromise in internal validity would be of great concern. Few studies have evaluated selection bias in internet-based prospective cohort studies. Using data from the Danish Medical Birth Registry from 2008 to 2012, we compared six well-known perinatal associations (e.g., smoking and birth weight) in an internet-based preconception cohort (Snart Gravid n = 4,801) with the total population of singleton live births in the registry (n = 239,791). We used log-binomial models to estimate risk ratios (RRs) and 95% confidence intervals (CIs) for each association. We found that most results in both populations were very similar. For example, maternal obesity was associated with an increased risk of delivering a macrosomic infant in Snart Gravid (RR = 1.5; 95% CI: 1.2, 1.7) and the total population (RR = 1.5; 95% CI: 1.45, 1.53), and maternal smoking of >10 cigarettes per day was associated with a higher risk of low birth weight (RR = 2.7; 95% CI: 1.2, 5.9 vs. RR = 2.9; 95% CI: 2.6, 3.1) in Snart Gravid and the total population, respectively. We cannot be certain that our results would apply to other associations or different populations. Nevertheless, our results suggest that recruitment of reproductive aged women via the internet may be no more prone to selection bias than traditional methods of recruitment.
引用
收藏
页码:98 / 104
页数:7
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