Why working memory is a plausible predictor in the first place
Working memory capacity is the amount of information a person can hold in mind and manipulate at once. It is often treated as a general-purpose mental resource that supports many kinds of thinking, so it is reasonable to ask whether people with more of it also get more out of a night's sleep when consolidating facts and events — what researchers call declarative memory.
One study directly tested this link and reported that working memory capacity was related to sleep-dependent declarative memory consolidation [1]. That is the most on-point result available here, and it supports the idea that the two are connected. The finding is correlational in nature: it shows an association between a person's working memory capacity and how much their declarative memory benefited from sleep, not that working memory causes the benefit.
When sleep is cut short, working memory doesn't seem to be the route to memory loss
A different kind of study asks what happens when sleep is restricted rather than measured naturally. In one experiment, fifty-five healthy participants completed tests of verbal learning, spatial memory, attention, working memory, and response inhibition after either a normal night's sleep or an acute partial sleep restriction [2]. Both hippocampus-dependent memory tests — verbal learning and spatial memory — were impaired after the shortened night, while attention, working memory, and inhibitory control showed no negative effects [2].
That pattern matters for the question. If working memory were the channel through which sleep affects declarative memory, you would expect working memory to suffer alongside memory. Instead, the memory deficit appeared without measurable impairment in working memory, attention, or inhibitory control, which the authors interpret as evidence that the memory loss is not mediated by those other cognitive functions [2]. This does not directly contradict the idea that working memory capacity predicts sleep-related benefits, but it weakens the case that working memory is the mechanism carrying the effect.
Other factors shape the sleep–memory link, and most studies didn't test working memory
Several studies of sleep and declarative memory simply did not measure working memory capacity, so they can neither support nor undercut the prediction. In elderly women, declarative memory performance was associated with the number of sleep spindles — brief bursts of brain activity during sleep — rather than with any working memory measure [3]. In children, declarative memory consolidation was impaired in those with REM sleep–related obstructive sleep apnea compared with children with non-REM-related apnea and controls, and recognition consolidation was negatively correlated with the apnea-hypopnea index during REM sleep [4]. These point to sleep architecture and breathing-related sleep disruption as relevant to consolidation, without addressing individual differences in working memory.
A separate cross-sectional study of grade 1 children linked poor sleep to lower working memory [5], but it did not assess declarative memory, so it speaks to sleep and working memory rather than to whether working memory predicts memory benefits from sleep.
So how much should you trust the prediction?
The honest answer is that the question is still open. The one study built to test it found a relationship between working memory capacity and sleep-dependent declarative memory consolidation [1], which is a genuine signal worth following up. But it stands largely alone among these studies, and the sleep-restriction experiment suggests that working memory is not the pathway by which lost sleep damages declarative memory [2]. A reasonable reading is that working memory capacity may mark people who benefit more from sleep, but the evidence is too thin to treat it as a dependable predictor.
Sources used in this answer
Individual differences in working memory capacity predict sleep-dependent memory consolidation.
Individual differences in working memory capacity were reported to be related to sleep-dependent declarative memory consolidation.
Memory impairments observed after a half night sleep restriction are not mediated by working memory, attention, or inhibitory control mechanisms
After a half night of sleep restriction, verbal and spatial memory were impaired while attention, working memory, and inhibitory control were not, indicating the memory deficit was not mediated by those functions.
Declarative memory performance is associated with the number of sleep spindles in elderly women
In elderly women, declarative memory performance was associated with the number of sleep spindles.
Impaired declarative memory consolidation in children with REM sleep–related obstructive sleep apnea
Children with REM sleep–related obstructive sleep apnea showed impaired declarative memory consolidation compared with children with non-REM-related apnea and controls, with recognition consolidation negatively correlated with the REM apnea-hypopnea index.
Poor sleep and lower working memory in grade 1 children: Cross-sectional, population-based study
In a cross-sectional population-based study of grade 1 children, poor sleep was associated with lower working memory.
