Cross-sectional baseline data were obtained from a large clustered controlled trial, The Food Choice at Work Study (Geaney et al., 2013a). It was a study of the effectiveness and cost-effectiveness of complex dietary interventions that were focused on environmental dietary modifications alone or in combination with nutrition education in four multinational manufacturing workplace settings