Evidence map›Paper›PMID 32954284›Full record

ArticleBrain communications2020

Thinking fast or slow? Functional magnetic resonance imaging reveals stronger connectivity when experienced neurologists diagnose ambiguous cases.

Berry van den Berg, Anique B H de Bruin, Jan-Bernard C Marsman, Monicque M Lorist, Henk G Schmidt, André Aleman, Jos W Snoek

Open access · goldAbstract read
In one paragraph

Article in Brain communications, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
0.6field-weighted citation impact, top 35% of its field
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

5 citing papers in PubMed, 8 citations in OpenAlex.

  1. Review
  2. Review
  3. Review
  4. Ten misconceptions regarding decision-making in critical care.World journal of critical care medicine · 2024
    Review
  5. Review
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

7 authors at 4 institutions in 1 country.

Berry van den BergDepartment of Experimental Psychology, University of Groningen, 9712 TS Groningen, The Netherlands.
Anique B H de BruinSchool of Health Professions Education, Faculty of Health, Medicine and Life Sciences, Maastricht University, 6200 MD Maastricht, The Netherlands.
Jan-Bernard C MarsmanDepartment of Biomedical Sciences of Cells and Systems, University of Groningen, University Medical Center Groningen, Cognitive Neuroscience Center, 9700 AD Groningen, The Netherlands.
Monicque M LoristDepartment of Experimental Psychology, University of Groningen, 9712 TS Groningen, The Netherlands.
Henk G SchmidtDepartment of Psychology, Faculty of Social Sciences, Erasmus University Rotterdam, 3000 DR Rotterdam, The Netherlands.
André AlemanDepartment of Biomedical Sciences of Cells and Systems, University of Groningen, University Medical Center Groningen, Cognitive Neuroscience Center, 9700 AD Groningen, The Netherlands.
Jos W SnoekCenter for Education Development and Research in Health Professions, University of Groningen and University Medical Center Groningen, P.O. Box 196, 9700 AD Groningen, The Netherlands.
University of Groningen · NLUniversity Medical Center Groningen · NLErasmus University Rotterdam · NLMaastricht University · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

For ∼40 years, thinking about reasoning has been dominated by dual-process theories. This model, consisting of two distinct types of human reasoning, one fast and effortless and the other slow and deliberate, has also been applied to medical diagnosis. Medical experts are trained to diagnose patients based on their symptoms. When symptoms are prototypical for a certain diagnosis, practitioners may rely on fast, recognition-based reasoning. However, if they are confronted with ambiguous clinical information slower, analytical reasoning is required. To examine the neural underpinnings of these two hypothesized forms of reasoning, 16 highly experienced clinical neurologists were asked to diagnose two types of medical cases, straightforward and ambiguous cases, while functional magnetic resonance imaging was being recorded. Compared with reading control sentences, diagnosing cases resulted in increased activation in brain areas typically found to be active during reasoning such as the caudate nucleus and frontal and parietal cortical regions. In addition, we found vast increased activity in the cerebellum. Regarding the activation differences between the two types of reasoning, no pronounced differences were observed in terms of regional activation. Notable differences were observed, though, in functional connectivity: cases containing ambiguous information showed stronger connectivity between specific regions in the frontal, parietal and temporal cortex in addition to the cerebellum. Based on these results, we propose that the higher demands in terms of controlled cognitive processing during analytical medical reasoning may be subserved by stronger communication between key regions for detecting and resolving uncertainty.

Indexed as

applied cognitive psychologydual-process theorymedical decision-makingmedical expertisereasoning

Identifiers

PMID32954284
PMCPMC7425520
OpenAlexW3009661383

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.