“…Sometimes self-reports in AA designs are coupled with additional data from wearable sensors or biochemical measurements in multimodal data collections, either to investigate psychophysiological covariance structures or to increase the validity of error-prone self-reports (Kubiak & Stone, 2012;McHale et al, 2013;Roos & Slavich, 2023;Seizer & Löchner, 2024;Velozo et al, 2022). Questionnaire-based selfreports, although a valuable source of information, are primarily reliant on introspection and have inherent limitations, such as self-other knowledge asymmetry and floor or ceiling effects (Seiferth et al, 2023).…”