Evidence map›Paper›PMID 32027149›Full record

SynthesisPsychological bulletin2020

Promoting memory consolidation during sleep: A meta-analysis of targeted memory reactivation.

Xiaoqing Hu, Larry Y Cheng, Man Hey Chiu, Ken A Paller

2 registry-linked trialsAbstract readMeta-Analysis
In one paragraph

Synthesis in Psychological bulletin, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 113 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
113citing papers in PubMed, 5 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT05746299 nacompletednot on this mapstarted 2023, after this paper: background citation

The Emergence of Abstract Structure Knowledge Across Learning and Sleep

TypeinterventionalSponsorUniversity of PennsylvaniaRan2023 to 2024Enrolled194ConditionsMemory ConsolidationArmsCongruent vs. Incongruent, Immediate vs. Awake vs. Asleep, Targeted memory reactivation (TMR)
NCT05910762 nacompletednot on this mapstarted 2023, after this paper: background citation

Learning Novel Structure Across Time and Sleep

TypeinterventionalSponsorUniversity of PennsylvaniaRan2023 to 2026Enrolled119ConditionsLearning, Humans, Consolidation, SleepArmsAssociative inference, Category learning, Sleep
3 · Its place in the literature

Who cites it

113 citing papers in PubMed, 5 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Pooled it
  6. Post-encoding administration of oxytocin selectively enhances memory consolidation of male faces in females.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Trial
  7. The effect of zolpidem on targeted memory reactivation during sleep.Learning & memory (Cold Spring Harbor, N.Y.) · 2021
    Trial
  8. Trial
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Memory reactivation during sleep promotes structure abstraction.bioRxiv : the preprint server for biology · 2026
    Article
  15. Article
  16. Article
  17. Article
  18. The cognitive neuroscience of memory representations.Neuroscience and biobehavioral reviews · 2025
    Review
  19. Article
  20. Article

53 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Xiaoqing HuDepartment of Psychology, The University of Hong Kong.ORCID 0000-0001-8112-9700
Larry Y ChengDepartment of Psychology, Northwestern University.
Man Hey ChiuDepartment of Psychology, The University of Hong Kong.
Ken A PallerDepartment of Psychology, Northwestern University.

Funding

TRAINING GRANT IN SLEEP RESEARCHT32HL007909 · NHLBI · NORTHWESTERN UNIVERSITY · PI FRED W TUREK, Phyllis C. Zee · 1998 to 2026
$9.2M
Combining myoelectric training with sleep-based memory reactivation to improve motor recovery after strokeR01NS112942 · NINDS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI PALLER, KEN A, SLUTZKY, MARC W. · 2019 to 2023
$2.8M
NHLBI NIH HHS T32 HL007909NINDS NIH HHS R01 NS112942
6 · The paper itself

Abstract

Targeted memory reactivation (TMR) is a methodology employed to manipulate memory processing during sleep. TMR studies have great potential to advance understanding of sleep-based memory consolidation and corresponding neural mechanisms. Research making use of TMR has developed rapidly, with over 70 articles published in the last decade, yet no quantitative analysis exists to evaluate the overall effects. Here we present the first meta-analysis of sleep TMR, compiled from 91 experiments with 212 effect sizes (N = 2,004). Based on multilevel modeling, overall sleep TMR was highly effective (Hedges' g = 0.29, 95% CI [0.21, 0.38]), with a significant effect for two stages of non-rapid-eye-movement (NREM) sleep (Stage NREM 2: Hedges' g = 0.32, 95% CI [0.04, 0.60]; and slow-wave sleep: Hedges' g = 0.27, 95% CI [0.20, 0.35]). In contrast, TMR was not effective during REM sleep nor during wakefulness in the present analyses. Several analysis strategies were used to address the potential relevance of publication bias. Additional analyses showed that TMR improved memory across multiple domains, including declarative memory and skill acquisition. Given that TMR can reinforce many types of memory, it could be useful for various educational and clinical applications. Overall, the present meta-analysis provides substantial support for the notion that TMR can influence memory storage during NREM sleep, and that this method can be useful for understanding neurocognitive mechanisms of memory consolidation. (PsycINFO Database Record (c) 2020 APA, all rights reserved).

Indexed as

Reinforcement, PsychologyHumansMemory ConsolidationSleep Stages

Identifiers

PMID32027149
PMCPMC7144680

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.