Evidence map›Paper›PMID 33052251›Full record

ArticleMindfulness2021

The Impact of App-Delivered Mindfulness Meditation on Functional Connectivity and Self-Reported Mindfulness Among Health Profession Trainees.

Jeremy L Smith, Jason W Allen, Carla Haack, Kathryn Wehrmeyer, Kayley Alden, Maha B Lund, Jennifer S Mascaro

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

Article in Mindfulness, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05027113 (App-Based Mindfulness Meditation for People of Color Who Experience Race-Related Stress), which is not on this map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
2.0field-weighted citation impact, top 8% of its field
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.

NCT05027113 nacompletednot on this map

App-Based Mindfulness Meditation for People of Color Who Experience Race-Related Stress: A Randomized Control Trial

TypeinterventionalSponsorUniversity of California, Los AngelesRan2021 to 2022Enrolled155ConditionsStress, Psychological, Anxiety, Depression, RuminationArmsMindfulness meditation
3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 36 citations in OpenAlex.

  1. Trial
  2. Trial
  3. Review
  4. ENIGMA-Meditation: Worldwide Consortium for Neuroscientific Investigations of Meditation Practices.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2025
    Review
  5. Article
  6. Article
  7. Article
  8. Article
  9. Review
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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

7 authors at 2 institutions in 1 country.

Jeremy L SmithDepartment of Radiology and Imaging Sciences, Emory University, Atlanta, GA USA.
Jason W AllenDepartment of Radiology and Imaging Sciences, Emory University, Atlanta, GA USA.
Carla HaackDepartment of Surgery, Emory University, Atlanta, GA USA.
Kathryn WehrmeyerDepartment of Family and Preventive Medicine, Emory University, 1841 Clifton Road NE, Suite 507, Atlanta, GA 30329 USA.
Kayley AldenDepartment of Family and Preventive Medicine, Emory University, 1841 Clifton Road NE, Suite 507, Atlanta, GA 30329 USA.
Maha B LundDepartment of Family and Preventive Medicine, Physician Assistant Program, Emory University, Atlanta, GA USA.
Jennifer S MascaroDepartment of Family and Preventive Medicine, Emory University, 1841 Clifton Road NE, Suite 507, Atlanta, GA 30329 USA.ORCID 0000-0002-6199-8455
Emory Healthcare · USEmory University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: Previous research indicates that mindfulness meditation reduces anxiety and depression and enhances well-being. We examined the impact of app-delivered mindfulness meditation on resting state functional MRI (fMRI) connectivity among physician assistant (PA) students and surgery residents. Methods: PA students and residents were randomized to receive a popular meditation app or to wait-list control group. Before and after the 8-week meditation period, we acquired fMRI scans of participants' resting state, and participants completed a self-report measure of mindfulness. We used a 2 × 2, within- and between-group factorial design and leveraged a whole-brain connectome approach to examine changes in within- and between-network connectivity across the entire brain, and to examine whether changes in connectivity were associated with app use or to changes in self-reported mindfulness. Results: Meditation practitioners exhibited significantly stronger connectivity between the frontoparietal network and the left and right nucleus accumbens and between the default mode (DMN) and salience networks, among other regions. Mindfulness practice time was correlated with increased connectivity between the lateral parietal cortex and the supramarginal gyrus, which were also positively correlated with increased scores on the "Describing" subscale of the Five Facet Mindfulness Questionnaire between baseline and post-meditation. These findings are consistent with previous research indicating that mindfulness-based interventions alter functional connectivity within the DMN and between the DMN and other networks both during meditation and at rest, as well as increased connectivity in systems important for emotion and reward. Conclusions: Recent commentaries call for healthcare provider and trainee wellness programs that are sustainable and preventive in nature rather than reactive; these data indicate that even brief sessions of app-delivered mindfulness practice are associated with functional connectivity changes in a dose-dependent manner.

Indexed as

ConnectivityfMRIMeditationMindfulnessResting state

Identifiers

PMID33052251
PMCPMC7543678
OpenAlexW3092158866

What OpenQuestion holds

Textmetadata
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.