Evidence map›Paper›PMID 42012730›Full record

ArticleCognitive research: principles and implications2026

Intuition and deliberation in elite expertise.

Michael A Vidulich, Pamela S Tsang

Abstract read
In one paragraph

Article in Cognitive research: principles and implications, 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

2 authors.

Michael A Vidulich711th Human Performance Wing, U. S. Air Force Research Laboratory, Wright-Patterson Air Force Base, 2215 First Street, Building 33, Dayton, OH, 45433-7028, USA. vidmik56@gmail.com.ORCID http://orcid.org/0009-0006-9083-0252
Pamela S TsangDepartment of Psychology, Wright State University, Dayton, USA.

Funding

Air Force Research Laboratory Summer Faculty Fellowship Program
6 · The paper itself

Abstract

It has long been recognized that expert decision making entails both fast, intuitive and slower, deliberative processes. The enduring debate has to do with their relative roles. Some theories attribute the growth of expertise to the replacement of deliberative processes by intuitive perceptual recognition processes. Time pressure should have minimal effects on expert performance if intuitive processes are the primary basis for expertise. Two studies on archival data from the world's strongest chess experts participating in high-stakes time-critical international matches with different time controls were conducted. Chess moves from 20 grandmasters and seven world chess champions were examined in Studies 1 and 2, respectively. Using a within-subject design, analysis of quantifiable performance measures in both speed (move time) and decision quality (blunder propensity) provided a strong demonstration of adverse time pressure effects. Experts did not deliberate only when time pressure was low. Importantly, elite chess players were highly strategic and adaptive in their deployment of time usage that allowed them to intuit when feasible and to deliberate when necessary. The present findings demonstrate the key role of deliberative processes even at the highest levels of expertise and are inconsistent with the assertion that intuitive processes are the primary basis for expertise. Discounting the deliberate component in expert decision making in theory and in practice could have far-reaching real-world consequences.

Indexed as

Decision MakingIntuitionProfessional CompetenceCognitive ReflectionFemaleHumansMaleTime PressureChess performanceDecision makingExpertiseTime pressure

Identifiers

PMID42012730
PMCPMC13100097

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.