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Connecting working and long-term memory: Bayesian-hierarchical multinomial model-based analyses reveal storage next
Carolin Streitberger1, Beatrice G Kuhlmann2, Matt E Meier3
1Department of Psychology, University of Mannheim, Mannheim, Germany. streitberger@uni-mannheim.de.
Memory & Cognition
|September 5, 2024
Summary
High working memory capacity (WMC) individuals better store information in long-term memory (LTM) by using associative encoding strategies. This enhanced storage, not retrieval, explains the link between WMC and LTM performance.
Area of Science:
- Cognitive Psychology
- Neuroscience
Background:
- Individual differences in working memory capacity (WMC) are linked to long-term memory (LTM) performance.
- The precise mechanisms underlying this relationship, specifically encoding versus retrieval advantages, remain debated.
Purpose of the Study:
- To investigate whether high-WMC individuals exhibit superior LTM storage or retrieval.
- To examine the role of associative encoding strategies in the WMC-LTM relationship.
Main Methods:
- Utilized Bayesian-hierarchical multinomial modeling to analyze LTM storage and retrieval processes.
- Conducted two experiments involving word list recall and cue-target pair recall tasks.
- Assessed WMC using operation and symmetry complex span tasks.
Main Results:
- Correlations between WMC and LTM processes were observed, particularly when participants were instructed to use associative storage strategies.
- The associative storage advantage replicated when associative processing was inherent to the task, but the retrieval advantage did not.
- Participant strategy reports indicated that high-WMC individuals more effectively employed associative encoding.
Conclusions:
- High-WMC individuals' superior LTM performance is primarily driven by more effective associative encoding strategies, leading to enhanced storage.
- The findings highlight the importance of encoding strategies in mediating the relationship between working memory and long-term memory.
Keywords:
Associative memoryEpisodic long-term memoryMultinomial processing tree modelStorage-retrieval modelWorking memory capacity
