Issues in the Reporting and Conduct of Instrumental Variable Studies A Systematic Review

被引:108
作者
Davies, Neil M. [1 ]
Smith, George Davey [1 ]
Windmeijer, Frank [2 ]
Martin, Richard M. [1 ]
机构
[1] Univ Bristol, MRC, Ctr Causal Anal & Translat Epidemiol, Sch Social & Community Med,Fac Med & Dent, Bristol BS8 2BN, Avon, England
[2] Univ Bristol, Dept Econ, Ctr Market & Publ Org, Fac Social Sci & Law, Bristol BS8 2BN, Avon, England
基金
欧洲研究理事会; 英国医学研究理事会;
关键词
ACUTE MYOCARDIAL-INFARCTION; ANDROGEN-DEPRIVATION-THERAPY; ACUTE ISCHEMIC-STROKE; HIP FRACTURE PATIENTS; DRUG-ELUTING STENTS; STAGE BREAST-CANCER; SURVIVAL ADVANTAGE; DIALYSIS OUTCOMES; PROPENSITY-SCORE; MENDELIAN RANDOMIZATION;
D O I
10.1097/EDE.0b013e31828abafb
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Instrumental variables can be used to estimate the causal effects of exposures on outcomes in the presence of residual or uncontrolled confounding. To assess the validity of analyses using instrumental variables, specific information about whether underlying assumptions are met must be presented, in particular to demonstrate that the instrument is associated with the exposure but not with measured confounding factors. We systematically reviewed the epidemiological literature in Embase and Medline for articles containing the term "instrumental variable$" to investigate whether reporting of test statistics in studies using instrumental variables was sufficient to assess the validity of the results. We extracted the information each study reported about their instrumental variables, including specification tests used to check assumptions. The search found 756 studies of which 90 were relevant and were included. Only 25 (28%) studies reported appropriate tests of the strength of the associations between instruments and exposure. Forty-four (49%) studies reported associations between the instrumental variables and observed covariates. Studies using instrumental variables had wide confidence intervals and so effect estimates were imprecise. We propose a checklist of information and specification tests that studies using instrumental variables should report. (Epidemiology 2013;24:363-369)
引用
收藏
页码:363 / 369
页数:7
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