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The dimensionality of reasoning: Inductive and deductive inference can be explained by a single process.
Brett K Hayes1, Rachel G Stephens1, Jeremy Ngo1
1School of Psychology, University of New South Wales.
Journal of Experimental Psychology. Learning, Memory, and Cognition
|February 2, 2018
Summary
This study on reasoning found that while factors like working memory and decision time seemed to suggest different processing, a single dimension explains both inductive and deductive judgments, challenging dual-process theories.
Area of Science:
- Cognitive Psychology
- Cognitive Science
- Human Reasoning
Background:
- Dual-processing theories propose distinct heuristic and analytic systems for reasoning.
- Empirical dissociations in reasoning tasks have traditionally supported these dual-process models.
Purpose of the Study:
- To investigate the number of processing dimensions underlying inductive and deductive reasoning.
- To test whether observed dissociations support dual-processing or single-process models.
Main Methods:
- Three experiments evaluated arguments based on logical validity and believability under inductive and deductive criteria.
- Factors manipulated included working memory load, working memory capacity, and decision time.
- State-trace analysis was used to determine the dimensionality of reasoning processes.
Main Results:
- Argument validity impacted deduction more than induction; believability impacted induction more than deduction.
- Lower working memory capacity and reduced decision time affected sensitivity to argument validity.
- State-trace analyses revealed a single underlying dimension for both inductive and deductive judgments.
Conclusions:
- Observed dissociations in reasoning are compatible with a single-process model.
- A common evidentiary scale may underlie both inductive and deductive reasoning.
- Findings challenge the necessity of dual-processing models for explaining these reasoning patterns.
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