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Updated: Jan 11, 2026

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Development of a Gaze-Contingent Display Framework Designed for Perceptual and Oculomotor Research with Simulated Central Vision Loss
Published on: April 11, 2025
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Effort expectation and strategic cue use in visual search
Sizhu Han1, Jan Tünnermann2, Sara Katharina Hornung2
1Cognitive Neuroscience of Perception and Action, Department of Psychology, Philipps-Universität Marburg, Gutenbergstraße 18, 35032, Marburg, Germany. sizhu.han@uni-marburg.de.
Cognitive, Affective & Behavioral Neuroscience
|November 11, 2025
Summary
Positive cues aid visual search, but negative cues offer no reliable benefit. Search performance improves when expected effort matches task difficulty, especially in demanding situations.
Area of Science:
- Cognitive Psychology
- Neuroscience
- Visual Perception
Background:
- Positive cues facilitate visual processing by signaling target features.
- The utility of negative cues, which indicate distractor features, is less understood due to potential mental effort costs.
- Previous research suggests cue effectiveness may depend on a trade-off between search effort reduction and the effort of using the cue.
Purpose of the Study:
- To investigate the influence of expected mental effort on the effectiveness of positive and negative visual cues.
- To examine how effort expectation interacts with actual task difficulty to affect visual search performance.
- To explore the subjective effort/benefit evaluation in cue utilization.
Main Methods:
- Manipulated effort expectation by varying the proportion of easy and difficult trials within blocks.
- Compared the impact of positive, negative, and neutral cues under controlled effort expectations.
- Assessed visual search performance and cue utilization across different conditions of expected and actual task difficulty.
Main Results:
- Benefits of positive cues increased with higher search effort.
- Negative cueing effects did not yield reliable performance benefits, irrespective of expected effort.
- Search performance was enhanced when expected effort aligned with actual task difficulty, particularly in difficult trials.
Conclusions:
- Effort expectation significantly modulates the benefits of positive cues in visual search.
- Negative cues appear ineffective in improving search performance, even when effort is anticipated.
- An interaction between effort expectation and task difficulty influences visual search, with a notable asymmetry favoring accurate effort prediction in difficult tasks.
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