“…Prior research regarding food consumption, obesity, consumers' behaviour and nutrition knowledge has focused mainly in consumers' perceptions of the healthiness of food items in a menu restaurant (Burton et al, 2006); the effect of age in the understanding of food labels (Cole and Gaeth, 1990;Burton and Andrews, 1996); consumers' search and use of nutrition information at the grocery store (Carrillo et al, 2012;Grunert et al, 2012;Balasubramanian and Cole, 2002;Russo et al, 1986;Müller, 1985); the use of visual cues to regulate food intake (Madzharov and Block, 2010;Wansink et al, 2005); and, children perception of packages, their understanding of nutrition labels and their consumption behaviour while eating at fast food places (Grier and Moore, 2012;Miller et al, 2011;Pires and Agante, 2011;Sttuts et al, 2011). Balasubramanian and Cole (2002) stated that to fight the obesity battle and to comply with norms such as the Nutrition Labeling and Education Act from the USA, nutrition research should focus also in all purchase and eating occasions not only in packaged food bought at a retail store; and, considering that consumers are relying on computers to gather information in an efficient form, research should also include how technology is being used by consumers in making more informed choices; therefore, with this study we try to find if motivated consumers are willing to use their handheld devices (i.e., smartphones) to gather information at the point of food consumption before making their choices in order to select food items that provide a more healthy option.…”