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Causal effect of early initiation on adolescent smoking patterns
Author(s) -
Auld M. Christopher
Publication year - 2005
Publication title -
canadian journal of economics/revue canadienne d'économique
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.773
H-Index - 69
eISSN - 1540-5982
pISSN - 0008-4085
DOI - 10.1111/j.0008-4085.2005.00299.x
Subject(s) - causation , youth smoking , addiction , psychology , margin (machine learning) , demography , demographic economics , medicine , economics , political science , psychiatry , public health , tobacco control , sociology , nursing , machine learning , computer science , law
. A key concern in policy debates over youth smoking is whether preventing children from smoking will stop them from smoking as adults or merely defer initiation into smoking. This paper estimates determinants of smoking status in late adolescence viewing smoking at age 14 as an endogenous ‘treatment’ on subsequent smoking. This approach disentangles causation from unobserved heterogeneity and allows addictiveness to vary across individuals. Exploiting large tax changes across time and across regions in Canada in the early 1990s, the estimated model suggests that smoking is highly addictive for the average youth but less so for youths who actually do initiate early or who are likely to be induced to initiate early at the margin. Thus, policies that deter initiation will reduce eventual smoking rates, but not by as large a magnitude as conventional econometric models might suggest. JEL classification: I1, C3