Purpose - The purpose of this paper is to address the potential impact of need for touch (NFT) on perceived product quality and the possible roles of purchasers' social (subjective norms), personal (buying impulsiveness) and epistemic (e-commerce orientation) factors, as well as the likely interaction effect of the shopping channel. Design/methodology/approach - The empirical study is based on 540 observations, analysed in a partial least squares structural equation model. Findings - The link between the NFT and perceived quality tends to be negative, especially for online purchases. E-commerce orientation reduces the need to touch products, but subjective norms and buying impulsiveness have no significant effects. Research limitations/implications - The NFT scale might be improved by adding more items. Some of the structural model coefficients indicate a low effect size. Finally, the results are limited to Spanish purchasers of the focal product. Practical implications - Firms should appeal to purchasers' e-commerce orientation to reduce the negative implications of a need to touch products among consumers shopping online. Originality/value - The need to touch a product may be an obstacle to online purchases, yet few studies deal with its impact in online, relative to offline, contexts to evaluate product quality. This study also integrates personal, social and epistemic factors.