Evidence map›Paper›PMID 42835092›Full record

ArticleiScience2026

Reducing cognitive demand fails to mitigate choice overload: Multimodal neural and gaze evidence for effort conservation.

Seungbeom Seo, Seungji Lee, Nayoung Lee, Sung-Phil Kim

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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.

Seungbeom SeoDepartment of Biomedical Engineering, Ulsan National Institute of Science and Technology, Ulsan, South Korea.
Seungji LeeDepartment of Biomedical Engineering, Ulsan National Institute of Science and Technology, Ulsan, South Korea.
Nayoung LeeDepartment of Industrial Engineering, Ulsan National Institute of Science and Technology, Ulsan, South Korea.
Sung-Phil KimDepartment of Biomedical Engineering, Ulsan National Institute of Science and Technology, Ulsan, South Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

An overabundance of options can impair decision-making, a phenomenon known as choice overload. Modern platforms use recommendation and filtering tools to mitigate this by lowering cognitive demand, yet whether these strategies actually improve choices remains unclear. We conducted two experiments that manipulated cognitive demand-by presenting high-attractiveness option sets or by providing a shortlist tool-while recording eye-tracking and electroencephalography (EEG) as participants chose from sets of 6-24 options. Reducing demand accelerated decisions but did not improve choice performance as set size increased. Under low-demand conditions, eye-gaze measures revealed narrower visual search and fixation-locked EEG showed shorter event-related potential latencies and weaker occipital alpha suppression, and the three modalities co-varied within individuals, indicating that participants conserved rather than reallocated cognitive effort. These findings demonstrate that simplifying decisions can backfire: when choices feel easier, people disengage rather than optimize, leaving choice overload intact. Effective choice architecture should therefore sustain deliberation, not merely reduce demand.

Indexed as

choice overloadcognitive effortdecision-makingeffort conservationeye trackingfixation-related potentials

Identifiers

PMID42835092
PMCPMC13634898

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.