Evidence map›Paper›PMID 40244550›Full record

ArticleMemory & cognition2025

Conflict detection with invalid inferences: All heuristics, no logic.

Veronika Kosourikhina, Simon J Handley

Abstract read
In one paragraph

Article in Memory & cognition, 2025. 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

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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.

Veronika KosourikhinaSchool of Psychological Sciences, Macquarie University, Sydney, NSW, 2109, Australia. veronika.kosourikhina@hdr.mq.edu.au.ORCID 0000-0001-9668-2541
Simon J HandleySchool of Psychological Sciences, Macquarie University, Sydney, NSW, 2109, Australia.ORCID 0000-0003-4404-7452

Funding

Australian Government's Research Training Program scholarship 20213243
6 · The paper itself

Abstract

Under current process models of reasoning, detecting conflict between beliefs and logic is a key step that determines whether people will engage in reflective thinking. Conflict detection has been found across many tasks, but it is less reliably observed with syllogistic reasoning. 'Reverse' detection effects have also been found in some studies, which are not easily explained within the current model of conflict detection and cannot be attributed only to measurement noise. In this study, we test whether 'reverse' detection effects in invalid syllogisms can be attributed to a mismatch between where conflict is thought to occur based on normative expectations and where conflict actually occurs for participants. We present evidence from two experiments (total N = 248) showing that invalid AC and DA syllogisms are intuitively valid to many participants, and that there are generally no differences in reaction time and confidence between valid and invalid items once believability and chosen response are taken into consideration. Further, we show that 'reverse' detection effects on invalid items disappear if we treat them as valid, on the assumption that this reflects where conflict occurs subjectively. These results indicate that conflict in these items likely occurs between two heuristic responses, rather than logic and heuristics; and that subjective, not objective, conflict should be considered when measuring conflict detection.

Indexed as

Conflict, PsychologicalHeuristicsLogicThinkingAdultFemaleHumansMaleYoung AdultConditional inferenceConflict detectionDual process theoryLogical intuitionReasoning

Identifiers

PMID40244550
PMCPMC12589286

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.