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Updated: Jan 8, 2026

Exploring the Role of Deontic Reasoning and World Knowledge in Wason´s Selection Task
Published on: July 22, 2025
Study choices and inference in an acquired equivalence task
Madeline R Valdez1, Shawn A Obarski2, Caitlin R Bowman3
1Department of Psychological and Brain Sciences, University of Wisconsin-Milwaukee, United States; Department of Psychological and Brain Sciences, Washington University in St. Louis, United States.
People learn indirectly by making inferences, but often seek more information about these inferred connections over time. This study shows how memory-based inference develops during self-directed learning.
Area of Science:
- Cognitive Psychology
- Neuroscience
- Learning Sciences
Background:
- Memory-based inference enables deriving new knowledge by connecting experiences, crucial for novel decision-making.
- Understanding whether inferences are distinct from direct experiences is key to metacognition and information seeking.
Purpose of the Study:
- To investigate if individuals actively seek information about inferred relationships compared to directly learned information.
- To examine the temporal dynamics of inference formation and its representation in memory.
Main Methods:
- Utilized an acquired equivalence paradigm with a self-directed study choice phase across three experiments.
- Analyzed participants' decisions to study or re-study information to infer information-seeking patterns.
Main Results:
- Observed low initial inference rates, with participants initially prioritizing re-studying well-learned direct information.
- Found that participants increasingly sought information about indirect (inferred) relationships in later study opportunities.
- Inference learning appeared to occur gradually during self-directed study, rather than spontaneously during initial encoding.
Conclusions:
- Individuals do not always spontaneously infer or prioritize learning about inferences, but can develop this understanding over time.
- Metacognitive control over study choices influences the learning of inferred relationships, contributing to memory-based inference mechanisms.
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