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Incorporating episodic memory into quantum models of judgement and decision.
Jerome R Busemeyer1, Masanao Ozawa2,3,4,5, Emmanuel Pothos6
1Department of Psychology, Indiana University, Bloomington, IN, USA.
Summary
This study introduces a quantum approach to decision-making, incorporating memory of past judgments. It models how recent decisions influence future choices, addressing a key challenge in cognitive science.
Area of Science:
- Cognitive Science
- Quantum Physics
- Decision Theory
Background:
- Incorporating memory of recent judgments into quantum theories of cognition is a significant challenge.
- Existing models struggle to explain how past decisions affect subsequent ones.
Purpose of the Study:
- To present a general approach to measurement in quantum cognition using system-environment representations.
- To develop and compare measurement models that account for memory effects in decision-making.
- To explain puzzling question order effects in decision-making studies.
Main Methods:
- Reviewing a general measurement approach based on system plus environment representations.
- Developing generalized measurement models incorporating recent judgment effects.
- Comparing three distinct measurement models to analyze question order effects.
Main Results:
- The proposed measurement models successfully incorporate the influence of recent judgments on subsequent decisions.
- The models provide a framework for understanding and explaining question order effects.
- Demonstrated the utility of quantum measurement principles in cognitive modeling.
Conclusions:
- Quantum measurement models offer a powerful framework for understanding memory in decision-making.
- The approach addresses a critical gap in current quantum cognition theories.
- Provides a novel explanation for observed question order effects in psychological studies.
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