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Article

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

1
Department of Psychology, University of Zadar, 23000 Zadar, Croatia
2
School of Psychological Science, University of Bristol, Bristol BS8 1QU, UK
*
Author to whom correspondence should be addressed.
J. Intell. 2023, 11(2), 33; https://doi.org/10.3390/jintelligence11020033
Submission received: 14 November 2022 / Revised: 19 January 2023 / Accepted: 2 February 2023 / Published: 8 February 2023
(This article belongs to the Special Issue Metareasoning: Theoretical and Methodological Developments)

Abstract

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.
Keywords: dual-process theory; reasoning; meta-reasoning; heuristics; intuitive reasoning; single-process reasoning; conflict detection; logical intuitions dual-process theory; reasoning; meta-reasoning; heuristics; intuitive reasoning; single-process reasoning; conflict detection; logical intuitions

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MDPI and ACS Style

Valerjev, P.; Dujmović, M. Single-Heuristic Reasoning: Is It Still Dual-Process? J. Intell. 2023, 11, 33. https://doi.org/10.3390/jintelligence11020033

AMA Style

Valerjev P, Dujmović M. Single-Heuristic Reasoning: Is It Still Dual-Process? Journal of Intelligence. 2023; 11(2):33. https://doi.org/10.3390/jintelligence11020033

Chicago/Turabian Style

Valerjev, Pavle, and Marin Dujmović. 2023. "Single-Heuristic Reasoning: Is It Still Dual-Process?" Journal of Intelligence 11, no. 2: 33. https://doi.org/10.3390/jintelligence11020033

APA Style

Valerjev, P., & Dujmović, M. (2023). Single-Heuristic Reasoning: Is It Still Dual-Process? Journal of Intelligence, 11(2), 33. https://doi.org/10.3390/jintelligence11020033

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