“…In addition to pupillometry, various other physiological techniques have been suggested to capture differences in effort. For example, changes in cardiac responses (e.g., Mackersie & Calderon-Moultrie, 2016; Mackersie & Cones, 2011; Seeman & Sims, 2015), hormonal activity (e.g., Jahncke & Halin, 2012), or skin conductance responses (e.g., Mackersie & Calderon-Moultrie, 2016; Mackersie & Cones, 2011; Seeman & Sims, 2015), were attributed to changes in effort. In addition, changes in the synchronization of alpha and theta oscillations during electroencephalogram (EEG) recordings (Deng et al, 2019; Miles et al, 2017; Obleser et al, 2012; Wisniewski, 2017; Wisniewski et al, 2018), changes in the topography, latency, or amplitude of event-related potentials (ERPs) (e.g., Bertoli & Bodmer, 2016; Kyong et al, 2020; Obleser & Kotz, 2011; Ullsperger et al, 1988), or recruitment of additional brain areas in neuroimaging studies (e.g., Eckert et al, 2016; Peelle, 2018; White & Langdon, 2021; Wild et al, 2012) were found to be associated with the difficulty of the task and were interpreted to reflect changes in effort.…”