“…First, we enrich the literature analysing smoking behaviour and responses to tobacco excise taxes (Anderson & Mellor, 2008; Barsky et al, 1997; Boardman, 2009; Clark & Etilé, 2002; Jones, 1994; Kandel et al, 2004; Lahiri & Song, 2000; Nesson, 2017; Yen, 2005) by overcoming limitations of earlier studies analysing G × E interactions on smoking (Fletcher, 2012; Fontana, 2015). Second, we contribute to an emerging literature on gene-environment interactions (G × E) exploiting exogenous variations in environments that addresses how the environment moderates the effect of genetic variants, and vice versa (Barcellos et al, 2018; Conley & Rauscher, 2013; Schmitz & Conley, 2016; Pereira et al, 2020; Schmitz & Conley, 2017). These studies stress that the analysis of exogenous variation in environments is key to overcome bias from gene-environment correlation when estimating G × E interactions.…”