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Updated: Jun 2, 2026

Modeling Verbal Behavior Deficits with the Stimulus Control Ratio Equation, SCoRE
Published on: May 14, 2019
Emergent stimulus relations depend on stimulus correlation and not on reinforcement contingencies
Sara Tepaeru Minster1, Douglas Elliffe, Suresh D Muthukumaraswamy
1The University of Auckland, New Zealand. minsters@cardiff.ac.uk
Novel stimulus relations emerged from correlations, even when conflicting with reinforced behaviors. This suggests stimulus correlation, not just operant conditioning, drives emergent relations in humans.
Area of Science:
- Cognitive Psychology
- Behavioral Science
- Learning and Memory
Background:
- Emergent stimulus relations are crucial for complex cognition.
- Understanding the mechanisms driving emergent relations is key.
- Previous research often emphasizes operant conditioning.
Purpose of the Study:
- To investigate if novel stimulus relations emerge from correlations.
- To examine if these emergent relations occur even when conflicting with reinforced relations.
- To test the role of stimulus correlation versus operant contingencies in emergent relations.
Main Methods:
- A symbolic matching-to-sample task using kanji stimuli.
- Training involved reinforced choices (Bx) and non-reinforced choices (Gx, Hx) for specific sample stimuli (Ax or Cx).
- Tests for symmetry and transitivity were conducted, followed by tests for emergent relations with previously unreinforced stimuli.
Main Results:
- Three 3-member stimulus classes (AxBxCx) emerged in all participants.
- Further emergent relations between trained and untrained stimuli appeared in 4 out of 5 participants after overtraining.
- These emergent relations were controlled by stimulus correlations, overriding explicitly extinguished relations.
Conclusions:
- Emergent stimulus relations can arise from stimulus correlations, independent of reinforced operant contingencies.
- This finding supports theoretical models emphasizing stimulus correlation in explaining emergent relations.
- The results highlight the role of associative learning beyond direct reinforcement in human cognition.
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