Learning to Pay Attention: Unsupervised Modeling of Attentive and Inattentive Respondents in Survey Data

Ilias Triantafyllopoulos, Panos Ipeirotis

The integrity of behavioral and social-science surveys depends on detecting inattentive respondents who provide random or low-effort answers. Traditional safeguards, such as attent…