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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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Detalles Bibliográficos
Autores principales: Valerjev, Pavle, Dujmović, Marin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965207/
https://www.ncbi.nlm.nih.gov/pubmed/36826931
http://dx.doi.org/10.3390/jintelligence11020033
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author Valerjev, Pavle
Dujmović, Marin
author_facet Valerjev, Pavle
Dujmović, Marin
author_sort Valerjev, Pavle
collection PubMed
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 pubmed-99652072023-02-26 Single-Heuristic Reasoning: Is It Still Dual-Process? Valerjev, Pavle Dujmović, Marin J Intell Article 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. MDPI 2023-02-08 /pmc/articles/PMC9965207/ /pubmed/36826931 http://dx.doi.org/10.3390/jintelligence11020033 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Valerjev, Pavle
Dujmović, Marin
Single-Heuristic Reasoning: Is It Still Dual-Process?
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 Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965207/
https://www.ncbi.nlm.nih.gov/pubmed/36826931
http://dx.doi.org/10.3390/jintelligence11020033
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