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An introduction to using twin births as instrumental variables for sibship size

Working paper
Författare Stefan Öberg
Publiceringsår 2017
Publicerad vid Institutionen för ekonomi och samhälle, Ekonomisk historia
Språk en
Länkar hdl.handle.net/2077/52286
Ämnesord instrumental variables, twins, twin births, family size, exogenous variation, causal estimation, sibship size
Ämneskategorier Ekonometri, Ekonomisk historia, Demografi

Sammanfattning

Some families who experience a twin birth get one more child than they had intended and planned for. This is the reason why twin births are used to create instrumental variables (IVs) for the number of children in a family. In this chapter I introduce IV techniques in general and the use of twin births for IVs in particular. IVs based on parity-specific twin births can indeed, under certain circumstances, be valid and reliable. In this chapter I discuss what these circumstances are. I rely heavily on the work by Joshua Angrist and coauthors. In contrast to them I argue that it is important to recognize that IVs based on parity-specific twin births have “heterogenous treatment effects”, meaning that it is only for some families that the twin birth leads to an unintended and unplanned birth. Recognizing this highlights a few assumptions that are not always thoroughly acknowledged in previous research. We, for example, need to make assumptions about the possibility of unintended single births and the families experiencing these. It is also the case that including families that have not yet reached (or surpassed) their desired number of children when using IVs based on parity-specific twin births will lead to estimates that are biased towards zero. Most importantly we need to reduce the claims of estimating generalizable, causal effects when using twin birth instrumental variables.

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