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Published on: August 2, 2018
Cognitive offloading is value-based decision making: Modelling cognitive effort and the expected value of memory.
1Institute of Cognitive Neuroscience, University College London, London, UK.
People strategically offload information to external reminders based on item value and memory load. This decision-making process impacts what we remember and forget, offering a unified view of cognitive offloading.
Area of Science:
- Cognitive Psychology
- Computational Neuroscience
- Decision Science
Background:
- Understanding how individuals manage limited cognitive resources is crucial.
- The decision to retain information internally versus using external reminders is a key aspect of memory management.
- Existing research highlights various factors influencing cognitive offloading, but a unifying framework is lacking.
Purpose of the Study:
- To present a computational model explaining the decision-making process between internal memory maintenance and external offloading.
- To investigate how factors like item value, memory load, and individual differences influence cognitive offloading strategies.
- To account for empirical findings related to cognitive offloading, including the 'Google effect' and 'saving-enhanced memory.'
Main Methods:
- Development of a computational model based on opportunity costs of internal memory and physical costs of external reminders.
- Simulations to reproduce and explain established empirical findings in cognitive offloading research.
- Analysis of how item value, memory load, reminder reliability, and individual memory ability affect offloading decisions.
Main Results:
- The model predicts preferential offloading of high-value items and increased offloading under higher memory loads.
- Simulations replicate the 'Google effect' (forgetting offloaded items) and 'saving-enhanced memory' (improved memory for non-offloaded items).
- The model accounts for the influence of reminder reliability, item value distribution, task difficulty, and individual memory capacity on offloading behavior.
Conclusions:
- Value-based decision-making provides a unifying explanation for diverse cognitive offloading phenomena.
- The opportunity-cost model of cognitive effort explains the perceived effort associated with internal memory versus external reminders.
- This framework elucidates why and when individuals choose to offload information, balancing cognitive effort and memory value.
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