Evidence map›Paper›PMID 39706869›Full record

ArticleNature human behaviour2025

Mutual inclusivity improves decision-making by smoothing out choice's competitive edge.

Xiamin Leng, Romy Frömer, Thomas Summe, Amitai Shenhav

Abstract read
In one paragraph

Article in Nature human behaviour, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Xiamin LengDepartment of Cognitive, Linguistic, and Psychological Sciences, Carney Institute for Brain Sciences, Brown University, Providence, RI, USA. xiamin_leng@berkeley.edu.ORCID 0000-0002-5517-7570
Romy FrömerDepartment of Cognitive, Linguistic, and Psychological Sciences, Carney Institute for Brain Sciences, Brown University, Providence, RI, USA.ORCID 0000-0002-9468-4014
Thomas SummeDepartment of Cognitive, Linguistic, and Psychological Sciences, Carney Institute for Brain Sciences, Brown University, Providence, RI, USA.ORCID 0009-0004-9833-0477
Amitai ShenhavDepartment of Cognitive, Linguistic, and Psychological Sciences, Carney Institute for Brain Sciences, Brown University, Providence, RI, USA. amitai@berkeley.edu.ORCID 0000-0002-0222-0774

Funding

The neural basis of sequential control in human and non-human primatesP20GM103645 · NIGMS · BROWN UNIVERSITY · PI SANES, JEROME N · 2013 to 2022
$22.9M
Neural and computational mechanisms of motivation and cognitive controlR01MH124849 · NIMH · UNIVERSITY OF CALIFORNIA BERKELEY · PI SHENHAV, AMITAI · 2021 to 2025
$2.0M
Brain Science Compute ClusterS10OD025181 · OD · BROWN UNIVERSITY · PI SANES, JEROME N · 2019 to 2019
$600k
National Science Foundation (NSF) 2309022NIGMS NIH HHS P20 GM103645NIH HHS S10 OD025181NIMH NIH HHS R01 MH124849U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) P20GM103645U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (NIMH) R01MH124849
6 · The paper itself

Abstract

Decisions form a central bottleneck to most tasks, one that people often experience as costly. Previous work proposes mitigating those costs by lowering one's threshold for deciding. Here we test an alternative solution, one that targets the basis of most choice costs: the idea that choosing one option sacrifices others (mutual exclusivity). Across 6 studies (N = 565), we test whether this tension can be relieved by framing choices as inclusive (allowing selection of more than 1 option, as in buffets). We find that inclusivity makes choices more efficient by selectively reducing competition between potential responses as participants accumulate information for each of their options. Inclusivity also made participants feel less conflicted, especially when they could not decide which good option to keep or which bad option to get rid of. These inclusivity benefits were also distinguishable from the effects of manipulating decision threshold (increased urgency), which improved choices but not experiences thereof.

Indexed as

Choice BehaviorCompetitive BehaviorDecision MakingAdultFemaleHumansMaleYoung Adult

Identifiers

PMID39706869
PMCPMC13423591

What Socratic holds

Textmetadata
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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 Socratic graph.