TY - JOUR
T1 - Genetic markers as instrumental variables
AU - Von Hinke, Stephanie
AU - Davey Smith, George
AU - Lawlor, Debbie A.
AU - Propper, Carol
AU - Windmeijer, Frank
PY - 2016/1
Y1 - 2016/1
N2 - The use of genetic markers as instrumental variables (IV) is receiving increasing attention from economists, statisticians, epidemiologists and social scientists. Although IV is commonly used in economics, the appropriate conditions for the use of genetic variants as instruments have not been well defined. The increasing availability of biomedical data, however, makes understanding of these conditions crucial to the successful use of genotypes as instruments. We combine the econometric IV literature with that from genetic epidemiology, and discuss the biological conditions and IV assumptions within the statistical potential outcomes framework. We review this in the context of two illustrative applications.
AB - The use of genetic markers as instrumental variables (IV) is receiving increasing attention from economists, statisticians, epidemiologists and social scientists. Although IV is commonly used in economics, the appropriate conditions for the use of genetic variants as instruments have not been well defined. The increasing availability of biomedical data, however, makes understanding of these conditions crucial to the successful use of genotypes as instruments. We combine the econometric IV literature with that from genetic epidemiology, and discuss the biological conditions and IV assumptions within the statistical potential outcomes framework. We review this in the context of two illustrative applications.
KW - ALSPAC
KW - Genetic variants
KW - Instrumental variables
KW - Mendelian randomization
KW - Potential outcomes
UR - http://www.scopus.com/inward/record.url?scp=84961857166&partnerID=8YFLogxK
U2 - 10.1016/j.jhealeco.2015.10.007
DO - 10.1016/j.jhealeco.2015.10.007
M3 - Article
AN - SCOPUS:84961857166
SN - 0167-6296
VL - 45
SP - 131
EP - 148
JO - Journal of Health Economics
JF - Journal of Health Economics
ER -