Evidence map›Paper›PMID 41219661›Full record

ArticleCognitive, affective & behavioral neuroscience2026

Effort expectation and strategic cue use in visual search.

Sizhu Han, Jan Tünnermann, Sara Katharina Hornung, Anna Schubö

Abstract read
In one paragraph

Article in Cognitive, affective & behavioral neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Sizhu HanCognitive Neuroscience of Perception and Action, Department of Psychology, Philipps-Universität Marburg, Gutenbergstraße 18, 35032, Marburg, Germany. sizhu.han@uni-marburg.de.ORCID 0000-0002-1999-9155
Jan TünnermannCognitive Neuroscience of Perception and Action, Department of Psychology, Philipps-Universität Marburg, Gutenbergstraße 18, 35032, Marburg, Germany.
Sara Katharina HornungCognitive Neuroscience of Perception and Action, Department of Psychology, Philipps-Universität Marburg, Gutenbergstraße 18, 35032, Marburg, Germany.
Anna SchuböCognitive Neuroscience of Perception and Action, Department of Psychology, Philipps-Universität Marburg, Gutenbergstraße 18, 35032, Marburg, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Positive cues provide information about target features, facilitating processing of the upcoming input. The role of "negative cues," which signal distractor features, is less clear. Their use seems to incur a certain mental effort, and consequently, their effectiveness could depend on whether the benefit of reducing search effort outweighs the effort required to use them. Crucially, when search effort is predictable, participants can rely on expected effort in deciding whether to use a negative cue. This subjective effort/benefit evaluation may explain the inconsistent effects sometimes observed with negative cues. However, the influence of expected effort has not yet been examined in this context. Varying effort expectation may provide a way to test this prediction. To this end, we manipulated effort expectation by embedding a small number of easy trials within blocks of mainly difficult trials and vice versa. We assumed that expected effort can boost cue utilization, especially when a difficult search was expected. The impact of positive and negative cues was compared to neutral cues under identical expectations. We found that benefits of positive cues increased when search was more effortful. Negative cueing effects, however, showed no reliable benefits, even when higher effort was expected. Interestingly, search performance was better when the expected effort matched actual task difficulty, though this pattern was more robust in difficult compared to easy trials. This asymmetry reveals an interaction between effort expectation and task difficulty. We discuss the neural underpinnings of how these factors might influence visual search.

Indexed as

Anticipation, PsychologicalAttentionCuesVisual PerceptionAdultFemaleHumansMalePhotic StimulationReaction TimeYoung AdultCue-guided attentionEffort expectationSearch difficulty

Identifiers

PMID41219661
PMCPMC13095900

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.