An investigation of working memory deficits in depression using the n-back task: A systematic review and meta-analysis
- PMID: 33581489
- DOI: 10.1016/j.jad.2021.01.084
An investigation of working memory deficits in depression using the n-back task: A systematic review and meta-analysis
Abstract
Background: Depression is associated with cognitive deficits across multiple domains, including working memory. The n-back task, a convenient psychometric tool capable of computerised delivery and concurrent use with neuroimaging, can provide enhanced insight into working memory dysfunction in depression. This meta-analysis sought to investigate the n-back task under varying cognitive load conditions (i.e. different levels of 'n') to clarify the pattern of working memory deficits in depression.
Methods: We conducted a systematic review and meta-analysis of studies involving unipolar depressed participants and matched controls utilising the n-back task. Meta-analyses were performed for accuracy and response times at four levels of cognitive load (0-, 1-, 2-, and 3-back).
Results: 31 studies (total 1,666 participants) met inclusion criteria and were included for quantitative analyses. Depressed individuals had significantly reduced accuracy compared to controls for 1-, 2-, and 3-back tasks, but not the attentional 0-back task. Likewise, response latencies were prolonged for all task levels (0-, 1-, 2-, and 3-back). Additional meta-regression analyses indicated that participant age and clinical status (i.e. inpatient/outpatient) may exacerbate working memory deficits associated with depression.
Limitations: Our results indicate high levels of heterogeneity between studies, particularly for response times.
Conclusions: Accuracy impairments were worse at higher levels of n, with the largest effect size obtained on the 2-back task, suggesting deficits to higher executive functions. Response times were consistently prolonged at all cognitive loads in agreement with a pattern of generalised psychomotor retardation.
Keywords: Depression; Meta-analysis; N-back task; Systematic review; Working memory.
Copyright © 2021 Elsevier B.V. All rights reserved.
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