“…On one hand, this discrepancy serves as a reminder that classification accuracy derived from student samples tends to shift the signal detection profile toward an α bias (i.e., prioritizing the detection of noncredible responding over minimizing false positives), which is the opposite of the widely accepted convention in PVT research (i.e., optimizing for specificity; Chafetz, 2022). On the other hand, cutoffs developed in clinical patients may be unnecessarily conservative (and even counterproductive) in settings where genuine and severe cognitive deficits are unlikely, such as baseline testing for sports-related concussion management (Abeare et al, 2018; Abeare, Messa, et al, 2019; Lichtenstein & Merz, 2019), psychoeducational assessments (Bing-Canar et al, 2022; Harrison & Armstrong, 2022; Robinson et al, 2023), or academic research using healthy undergraduate students (An et al, 2017; Roye et al, 2019).…”