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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.

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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.

Keywords:
Acquired equivalenceEpisodic memoryGeneralizationInferenceMetacognition

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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.