Evidence map›Paper›PMID 40392760›Full record

ArticlePsychological science2025

Economic Consequences of Numerical Adaptation.

Michele Garagnani, Ferdinand M Vieider

Abstract read
In one paragraph

Article in Psychological science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

2 authors.

Michele GaragnaniCentre for Brain, Mind, and Markets, Department of Finance, University of Melbourne.ORCID 0000-0002-2510-7109
Ferdinand M VieiderRisk, Insurance, and Savings Laboratory, Department of Economics, Ghent University.

Funding

Non-US Government Research Support type
6 · The paper itself

Abstract

Resource constraints in neural information processing imply that numerical discriminability optimally adapts to the frequency of numerical magnitudes in a decision maker's environment. Here, we tested the economic consequences of efficient numerical range adaptation in representative samples of the United Kingdom and Japan (

Indexed as

Adaptation, PsychologicalChoice BehaviorDecision MakingMathematical ConceptsAdolescentAdultAustriaFemaleHumansHungaryJapanMaleUnited KingdomYoung Adultconsistencyerrorsmoney illusionnumerical adaptationresource constraints

Identifiers

PMID40392760
PMCPMC13428901

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.