Instrumental variables based on twin births are by definition not valid
Sammanfattning
Instrumental variables based on twin births are a well-known and widespread method
to find exogenous variation in the number of children when studying the effect on
siblings or parents. This paper argues that there are serious problems with all versions
of these instruments. Many of these problems have arisen because insufficient care has
been given to defining the estimated causal effect. This paper discusses this definition
and then applies the potential outcomes framework to reveal that instrumental variables
based on twin birth violate the exclusion restriction, the independence assumption and
one part of the stable unit treatment value assumption. These violations as well as the
characteristics of the populations studied have contributed to hiding any true effect of
the number of children. It is time to stop using these instrumental variables and to
return to these important questions using other methods.
Fil(er)
Datum
2018-04Författare
Öberg, Stefan
Nyckelord
causal inference
natural experiments
local average treatment effect
complier average causal effect
Rubin’s causal model
quantity–quality trade-off
family size
Publikationstyp
report
ISSN
1653-1000
Serie/rapportnr.
Göteborg Papers in Economic History
23
Språk
eng