Reward-based modulation of task-switching performance: a diffusion model analysis

Attention Perception & Psychophysics, vol. 86, pp. 680–706

Abstract

Investigating the interface between motivation and cognitive control, we conducted two task switching experiments (N = 96 each) with reward manipulation where participants switched between three different tasks. We measured N-2 task repetition costs, which denote the performance decrement in N-2 task repetition sequences (ABA) relative to N-2 task switch sequences (CBA), and which are presumed to be a marker of inhibitory control in task switching. Participants in the reward group received performance-contingent reward in the second phase of each experiment, and in the second experiment they were additionally penalized for errors. Reward thresholds were determined individually based on participants' performance during the first phase of each experiment. Participants in the control group did not receive any reward. The reward manipulation led to faster performance in the reward group relative to the control group. Diffusion modeling revealed that the reward manipulation induced an increase in drift rate parameter, consistent with dopamine-based enhancement of attentional focus under reward. Contrary to our expectations, no robust evidence for a reward-based modulation of N-2 repetition costs was found across the two experiments. N-2 task repetition costs were small in both experiments, and possibly, a larger amount of inhibitory control is needed in order to obtain empirical evidence for a reward-related modulation thereof. However, additional analyses suggested that reward may not interact with inhibitory control on the task level at all.

Authors 3

1. Timo Weber corresponding Aachen Institute of Psychology

   RWTH Aachen University

   Affiliation as printed

   Institute of Psychology, RWTH Aachen University, Aachen, Germany. timo.weber@rwth-aachen.de

   Institute of Psychology, RWTH Aachen University, Aachen, Germany

2. Kerstin Fröber

   University of Regensburg

   Affiliation as printed

   Department of Psychology, University of Regensburg, Regensburg, Germany

3. Stefanie Schuch corresponding Aachen Institute of Psychology

   RWTH Aachen University

   Affiliation as printed

   Institute of Psychology, RWTH Aachen University, Aachen, Germany. schuch@psych.rwth-aachen.de

   Institute of Psychology, RWTH Aachen University, Aachen, Germany