Böttger · Behavioral sciences (Basel, Switzerland) 2023 · Systematic review and meta-analysis · n=22 studies

Does the Brain Drain Effect Really Exist? A Meta-Analysis.

Level 1 - systematic review of randomized trials

Meta-analysis synthesizing 22 studies evaluating smartphone presence on cognitive performance

PubMed 37754029 · doi:10.3390/bs13090751 · record verified 2026-08-26

What was done

A systematic review and meta-analysis testing whether smartphone presence and use impair cognitive performance (the "Brain Drain effect"). The authors searched databases and identified 22 studies comprising 43 relevant effect sizes across three categories: memory, attention, and general cognitive performance. Subgroup analyses evaluated the influence of specific cognitive domains and participant nationality/study origin.

What was found

The meta-analysis showed a statistically significant overall negative effect of smartphone presence and use on cognitive performance. The magnitude of impairment varied across cognitive domains (with substantial heterogeneity) and by study origin/nationality. No numerical effect sizes, confidence intervals, or test statistics were reported in the abstract.

Why it matters

This review synthesizes the empirical evidence surrounding smartphone-induced cognitive distraction, supporting the hypothesis that even the mere presence of smartphones can degrade cognitive performance in certain domains.

Limits

The abstract provides zero numerical metrics (no point estimates, confidence intervals, or heterogeneity statistics). Total participant sample size, specific study designs (randomized vs. observational), and risk of bias are not reported in the abstract.

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