scholarly journals The effect of episodic retrieval on inhibition in task switching: A diffusion model analysis

2019 ◽  
Author(s):  
Agnieszka Kowalczyk ◽  
Jim Grange
Keyword(s):  
Diffusion Model ◽  
Task Switching ◽  
Drift Rate ◽  
Response Selection ◽  
Task Repetition ◽  
Episodic Retrieval ◽  
Processing Efficiency ◽  
Total N ◽  
Selection Processes ◽  
The Cost

Inhibition in task switching is inferred from n–2 task repetition costs: Slower response times and poorer accuracy for ABA task switching sequences compared to CBA sequences, thought to reflect the persisting inhibition of task A across an ABA sequence. Much work has examined the locus of this inhibition effect, with evidence that inhibition targets response-selection processes. Consistent with this, fits of the diffusion model to n–2 task repetition cost data have shown that the cost is reflected by lower estimates of drift rate, suggesting that inhibition impairs information processing efficiency during response selection. However, we have shown that the n–2 task repetition cost is confounded with episodic retrieval effects which masquerade as inhibitory costs. The purpose of the current study was to conduct a comprehensive analysis of diffusion model fits to new data within a paradigm that controls for episodic interference. Across 4 experiments (total N = 191) we find evidence that the reduction of drift rate for n–2 task repetition costs is only evident under conditions of episodic interference, and the cost is absent when this interference is controlled for. In addition, we also find evidence that episodic retrieval influences task preparation processes and response caution. These findings provide important constraints for theories of task switching that suggest inhibition selectively targets response selection processes

scholarly journals The effect of episodic retrieval on inhibition in task switching: a diffusion model analysis

2019 ◽  
Vol 84 (7) ◽  
pp. 1965-1999
Author(s):  
Agnieszka W. Kowalczyk ◽  
James A. Grange
Keyword(s):  
Diffusion Model ◽  
Task Switching ◽  
Drift Rate ◽  
Response Times ◽  
Response Selection ◽  
Task Repetition ◽  
Episodic Retrieval ◽  
Processing Efficiency ◽  
Selection Processes ◽  
The Cost

Abstract Inhibition in task switching is inferred from $$n-2$$ n - 2 task repetition costs: slower response times and poorer accuracy for ABA task switching sequences compared to CBA sequences, thought to reflect the persisting inhibition of task A across an ABA sequence. Much work has examined the locus of this inhibition effect, with evidence that inhibition targets response selection processes. Consistent with this, fits of the diffusion model to $$n-2$$ n - 2 task repetition cost data have shown that the cost is reflected by lower estimates of drift rate, suggesting that inhibition impairs information processing efficiency during response selection. However, we have shown that the $$n-2$$ n - 2 task repetition cost is confounded with episodic retrieval effects which masquerade as inhibitory costs. The purpose of the current study was to conduct a comprehensive analysis of diffusion model fits to new data within a paradigm that controls for episodic interference. Across four experiments (total $$N = 191$$ N = 191 ), we find evidence that the reduction of drift rate for $$n-2$$ n - 2 task repetition costs is only evident under conditions of episodic interference, and the cost is absent when this interference is controlled for. In addition, we also find evidence that episodic retrieval influences task preparation processes and response caution. These findings provide important constraints for theories of task switching that suggest inhibition selectively targets response selection processes.

scholarly journals The effect of practice on inhibition in task switching: Controlling for episodic retrieval

2018 ◽  
Author(s):  
Jim Grange ◽  
Paula Kedra ◽  
Alison Stephanie Walker
Keyword(s):  
Task Switching ◽  
Theoretical Models ◽  
Practice Effects ◽  
Task Repetition ◽  
Episodic Retrieval ◽  
Cognitive Inhibition ◽  
Inhibitory Process ◽  
Extended Practice ◽  
The Cost ◽  
Clear Increase

Previous work has shown that extended practice leads to a reduction in a key measure of cognitive inhibition during task switching: The n–2 task repetition cost. However, it has been demonstrated that this n–2 task repetition cost is increased by a non-inhibitory process—namely episodic retrieval—raising the question of whether the observed reduction of the cost with practice is driven by a reduction in inhibition, episodic retrieval effects, or a combination of both. The current study addresses this question by utilising a practice protocol using a task switching paradigm capable of controlling for episodic retrieval. The results showed a reduction in the n–2 task repetition cost with extended practice. The results also showed a clear increase of the n–2 task repetition cost due to episodic retrieval effects. The reduction of the cost with practice was driven by a reduction in inhibition and episodic retrieval contributions to the cost with practice, although there was a larger reduction in the episodic retrieval contribution with practice. The results are discussed with reference to current theoretical models of inhibition in task switching, which need to accommodate episodic retrieval and practice effects.

scholarly journals The effect of aging on inhibition in task switching: Controlling for episodic retrieval

2017 ◽  
Author(s):  
Jim Grange ◽  
Agnieszka Kowalczyk
Keyword(s):  
Recent Work ◽  
Task Switching ◽  
Response Times ◽  
Task Repetition ◽  
Episodic Retrieval ◽  
Younger Adults ◽  
Related Difference ◽  
Inhibitory Deficit ◽  
Age Related

Inhibition in task switching is inferred from n–2 task repetition costs: responses areslower and less accurate to ABA task switching sequences than CBA sequences, thought to reflect the persisting inhibition of task A in an ABA sequence which hampers re-activation attempts. Despite the inhibitory deficit hypothesis of age-related decline in cognition, studies have found no consistent age-related difference in n–2 task repetition costs. Recent work has shown that extant measures of the n–2 task repetition cost are contaminated with episodic retrieval effects, which inflate estimates of inhibition. The current study revisited potential age-related differences in n–2 task repetition costs in a design that controls for episodic interference. We find equivalent n–2 task repetition costs in older and younger adults in response times, which provides converging evidence of no age-related decline of inhibition in task switching.

scholarly journals Effects of response selection on the task repetition benefit in task switching

2005 ◽  
Vol 33 (4) ◽  
pp. 624-634 ◽  
Author(s):  
Iring Koch ◽  
Andrea M. Philipp
Keyword(s):  
Task Switching ◽  
Response Selection ◽  
Task Repetition

scholarly journals Rumination and inhibition in task switching: Controlling for episodic retrieval

2021 ◽  
Author(s):  
James A. Grange
Keyword(s):  
Individual Differences ◽  
Measurement Error ◽  
Episodic Memory ◽  
Inhibitory Control ◽  
Task Switching ◽  
Multilevel Modelling ◽  
Focus Of Attention ◽  
Task Repetition ◽  
Episodic Retrieval ◽  
Interference Effects

Rumination is typically defined as the perseverative focus of attention on negative internal thoughts and feelings, which can increase the risk of developing—and severity once developed—of depression. It is thought the perseveration is caused by a deficit in inhibitory control in ruminators. Congruent with this hypothesis, estimates of inhibition in task switching—the n–2 task repetition cost—are negatively associated with estimates of rumination. However, estimates of individual differences of n–2 task repetition costs are hampered by (a) measurement error caused by trial-wise variation in performance, and (b) recent evidence suggesting much of the n–2 task repetition cost measures interference in episodic memory, not inhibition. The aim of the current study is to revisit the question of the association between the n–2 task repetition cost and measures of rumination by (a) statistically accounting for measurement error by estimating n–2 task repetition costs via trial-level Bayesian multilevel modelling, and (b) controlling for episodic interference effects on estimates of n–2 task repetition cost by utilising a paradigm capable of doing so. Together, these methodological and statistical improvements will provide a clearer estimate of the association between inhibition and rumination.

scholarly journals The Effect of Episodic Retrieval on Inhibition in Task Switching

2015 ◽  
Author(s):  
James A. Grange ◽  
Agnieszka W Kowalczyk ◽  
Rory O'Loughlin
Keyword(s):  
Task Switching ◽  
Episodic Retrieval

scholarly journals Same model, different conclusions: An identifiability issue in the linear ballistic accumulator model of decision-making

2020 ◽  
Author(s):  
Nathan J. Evans
Keyword(s):  
Decision Making ◽  
Diffusion Model ◽  
Large Scale ◽  
Drift Rate ◽  
Decision Time ◽  
Measurement Properties ◽  
Decision Threshold ◽  
Experimental Conditions ◽  
Model Application ◽  
Linear Ballistic Accumulator

Evidence accumulation models (EAMs) – the dominant modelling framework for speeded decision-making – have become an important tool for model application. Model application involves using specific model to estimate parameter values that relate to different components of the cognitive process, and how these values differ over experimental conditions and/or between groups of participants. In this context, researchers are often agnostic to the specific theoretical assumptions made by different EAM variants, and simply desire a model that will provide them with an accurate measurement of the parameters that they are interested in. However, recent research has suggested that the two most commonly applied EAMs – the diffusion model and the linear ballistic accumulator (LBA) – come to fundamentally different conclusions when applied to the same empirical data. The current study provides an in-depth assessment of the measurement properties of the two models, as well as the mapping between, using two large scale simulation studies and a reanalysis of Evans (2020a). Importantly, the findings indicate that there is a major identifiability issue within the standard LBA, where differences in decision threshold between conditions are practically unidentifiable, which appears to be caused by a tradeoff between the threshold parameter and the overall drift rate across the different accumulators. While this issue can be remedied by placing some constraint on the overall drift rate across the different accumulators – such as constraining the average drift rate or the drift rate of one accumulator to have the same value in each condition – these constraints can qualitatively change the conclusions of the LBA regarding other constructs, such as non-decision time. Furthermore, all LBA variants considered in the current study still provide qualitatively different conclusions to the diffusion model. Importantly, the current findings suggest that researchers should not use the unconstrained version of the LBA for model application, and bring into question the conclusions of previous studies using the unconstrained LBA.

Investigating task and modality switching costs using bimodal stimuli

2012 ◽  
Vol 25 (0) ◽  
pp. 22
Author(s):  
Raj Sandhu ◽  
Ben Dyson
Keyword(s):  
Task Switching ◽  
Visual Stimulus ◽  
Switching Costs ◽  
Stimulus Presentation ◽  
Task Type ◽  
Task Repetition ◽  
Specific Combination ◽  
Task Change ◽  
Modality Switching ◽  
And Task

Investigations of concurrent task and modality switching effects have to date been studied under conditions of uni-modal stimulus presentation. As such, it is difficult to directly compare resultant task and modality switching effects, as the stimuli afford both tasks on each trial, but only one modality. The current study investigated task and modality switching using bi-modal stimulus presentation under various cue conditions: task and modality (double cue), either task or modality (single cue) or no cue. Participants responded to either the identity or the position of an audio–visual stimulus. Switching effects were defined as staying within a modality/task (repetition) or switching into a modality/task (change) from trial n − 1 to trial n, with analysis performed on trial n data. While task and modality switching costs were sub-additive across all conditions replicating previous data, modality switching effects were dependent on the modality being attended, and task switching effects were dependent on the task being performed. Specifically, visual responding and position responding revealed significant costs associated with modality and task switching, while auditory responding and identity responding revealed significant gains associated with modality and task switching. The effects interacted further, revealing that costs and gains associated with task and modality switching varying with the specific combination of modality and task type. The current study reconciles previous data by suggesting that efficiently processed modality/task information benefits from repetition while less efficiently processed information benefits from change due to less interference of preferred processing across consecutive trials.

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