Applying partial least squares to model genetically modified food purchase intentions in southern Spain consumers

► Variance-SEM by PLS is a novel application to study consumers GM food acceptance. ► Benefits and risks of GM foods are not affected by general attitudes towards food safety. ► Attitudes toward GM foods connect purchase intentions to perceived benefits and risks. ► Moderating role is played by consumers' level of knowledge regarding GM food acceptance.