# The limits of metacognitive control during perceptual decision-making: opting out without improving accuracy

## TL;DR

This study explores how people use an opt-out option during difficult perceptual decisions, finding that it doesn't improve accuracy despite increased use in uncertain situations.

## Contribution

The study reveals that opting out during uncertain perceptual decisions does not improve accuracy, challenging assumptions about metacognitive control.

## Key findings

- Participants used the opt-out option more frequently under high risk or difficult tasks.
- Opting out did not lead to improved decision accuracy or performance.
- Escape behavior occurred without achieving strategic metacognitive control.

## Abstract

The purpose of this study was to examine how the inclusion of an opt-out option affects the metacognitive control of perceptual decision-making under challenging conditions. In Experiments 1 and 2, participants were required to compare the flicker frequency of simultaneously presented stimuli. In Experiment 3, participants had to identify the dominant color in a patch of red and green dots. We hypothesized that, with an option to skip, participants would strategically opt out of trials in which they were uncertain, thus reducing their error rates and improving their overall performance. In Experiments 1 and 2, we compared conditions under time pressure with versus without a skip option. We also varied the risk, or penalty associated with error. By raising the risk, we found that participants tended more often to opt out of the decision. However, this escape behavior did not enable them to achieve better performance. The opt-out decision appeared to impose a cognitive burden, requiring additional effort without yielding a clear advantage. In Experiment 3, we varied the time pressure with a short versus long deadline. We also manipulated the task difficulty with color dot ratios that were easy or hard to discriminate. Participants tended to skip more often in hard trials than in easy trials, whereas the short versus long deadline did not affect the skip rate. Again, the increase in opting out did not lead to reduced error rates. Across the three experiments, we found that factors such as risk and task difficulty elicited escape behavior in perceptual decision-making, without improving accuracy. Thus, the participants demonstrated they could monitor their performance but were unable to achieve strategic metacognitive control with the opt-out option.