Single-Heuristic Reasoning: Is It Still Dual-Process?

Traditionally, paradigms used to study conflict in reasoning (and metacognition during reasoning) pit heuristic processes against analytical processes. Findings indicate that the presence of conflict between processes prolongs reasoning and decreases accuracy and confidence. In this study, we aimed...

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Main Authors: Pavle Valerjev, Marin Dujmović
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Journal of Intelligence
Subjects:
Online Access:https://www.mdpi.com/2079-3200/11/2/33
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author Pavle Valerjev
Marin Dujmović
author_facet Pavle Valerjev
Marin Dujmović
author_sort Pavle Valerjev
collection DOAJ
description Traditionally, paradigms used to study conflict in reasoning (and metacognition during reasoning) pit heuristic processes against analytical processes. Findings indicate that the presence of conflict between processes prolongs reasoning and decreases accuracy and confidence. In this study, we aimed to explore reasoning and metacognition when only one type of heuristic process is exploited to cue multiple responses. In two experiments, a novel modification of the Base Rate neglect task was used to create versions in which one belief-based heuristic competes, or works in concert, with another of the same type to provide a response. Experiment 1 results reveal that the presence of conflict between cued responses does not affect meta-reasoning, which indicates that reasoning defaulted to a single process. An alternative explanation was that the effect of conflict was masked due to an imbalance in the strength of the dominant response between conflicting and congruent versions. Experiment 2 was designed to test hypotheses based on these competing explanations. Findings show that when the strength of a response was no longer masking the effect, the conflict did result in longer reasoning times and lower confidence. The study provides more robust evidence in favor of the dual-process account of reasoning, introduces a new methodological approach, and discusses how conflict may be modulated during reasoning.
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spelling doaj.art-7ee892f14dce4b5c9316c25eccf396932023-11-16T21:25:34ZengMDPI AGJournal of Intelligence2079-32002023-02-011123310.3390/jintelligence11020033Single-Heuristic Reasoning: Is It Still Dual-Process?Pavle Valerjev0Marin Dujmović1Department of Psychology, University of Zadar, 23000 Zadar, CroatiaSchool of Psychological Science, University of Bristol, Bristol BS8 1QU, UKTraditionally, paradigms used to study conflict in reasoning (and metacognition during reasoning) pit heuristic processes against analytical processes. Findings indicate that the presence of conflict between processes prolongs reasoning and decreases accuracy and confidence. In this study, we aimed to explore reasoning and metacognition when only one type of heuristic process is exploited to cue multiple responses. In two experiments, a novel modification of the Base Rate neglect task was used to create versions in which one belief-based heuristic competes, or works in concert, with another of the same type to provide a response. Experiment 1 results reveal that the presence of conflict between cued responses does not affect meta-reasoning, which indicates that reasoning defaulted to a single process. An alternative explanation was that the effect of conflict was masked due to an imbalance in the strength of the dominant response between conflicting and congruent versions. Experiment 2 was designed to test hypotheses based on these competing explanations. Findings show that when the strength of a response was no longer masking the effect, the conflict did result in longer reasoning times and lower confidence. The study provides more robust evidence in favor of the dual-process account of reasoning, introduces a new methodological approach, and discusses how conflict may be modulated during reasoning.https://www.mdpi.com/2079-3200/11/2/33dual-process theoryreasoningmeta-reasoningheuristicsintuitive reasoningsingle-process reasoning
spellingShingle Pavle Valerjev
Marin Dujmović
Single-Heuristic Reasoning: Is It Still Dual-Process?
Journal of Intelligence
dual-process theory
reasoning
meta-reasoning
heuristics
intuitive reasoning
single-process reasoning
title Single-Heuristic Reasoning: Is It Still Dual-Process?
title_full Single-Heuristic Reasoning: Is It Still Dual-Process?
title_fullStr Single-Heuristic Reasoning: Is It Still Dual-Process?
title_full_unstemmed Single-Heuristic Reasoning: Is It Still Dual-Process?
title_short Single-Heuristic Reasoning: Is It Still Dual-Process?
title_sort single heuristic reasoning is it still dual process
topic dual-process theory
reasoning
meta-reasoning
heuristics
intuitive reasoning
single-process reasoning
url https://www.mdpi.com/2079-3200/11/2/33
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