Evidence map›Paper›PMID 42284591›Full record

Trial reportJMIR mental health2026

Prevalence and Predictors of Self-Reported Adverse Experiences in Digital Meditation Training: 2 Randomized Controlled Trials.

Polina Beloborodova, Lillian M Smith, Kevin M Riordan, Otto Simonsson, Lilah T Dottori, Helen Q Song, Nicholas S Shashko, Raquel Tatar, Scott A Baldwin, Amit Bernstein and 4 more

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR mental health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Trial
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

14 authors.

Polina Beloborodova *Center for Healthy Minds, University of Wisconsin-Madison, 625 W. Washington Ave, Madison, WI, 53703, United States, 1 608-263-6321.ORCID http://orcid.org/0000-0002-2242-3739
Lillian M Smith *Center for Healthy Minds, University of Wisconsin-Madison, 625 W. Washington Ave, Madison, WI, 53703, United States, 1 608-263-6321.ORCID http://orcid.org/0009-0003-2832-615X
Kevin M RiordanCenter for Healthy Minds, University of Wisconsin-Madison, 625 W. Washington Ave, Madison, WI, 53703, United States, 1 608-263-6321.ORCID http://orcid.org/0000-0001-7282-6889
Otto SimonssonCenter for Healthy Minds, University of Wisconsin-Madison, 625 W. Washington Ave, Madison, WI, 53703, United States, 1 608-263-6321.ORCID http://orcid.org/0000-0003-4197-7566
Lilah T DottoriCenter for Healthy Minds, University of Wisconsin-Madison, 625 W. Washington Ave, Madison, WI, 53703, United States, 1 608-263-6321.ORCID http://orcid.org/0009-0000-0228-3671
Helen Q SongCenter for Healthy Minds, University of Wisconsin-Madison, 625 W. Washington Ave, Madison, WI, 53703, United States, 1 608-263-6321.ORCID http://orcid.org/0009-0003-8086-7172
Nicholas S ShashkoCenter for Healthy Minds, University of Wisconsin-Madison, 625 W. Washington Ave, Madison, WI, 53703, United States, 1 608-263-6321.ORCID http://orcid.org/0009-0001-9504-0798
Raquel TatarHumin, Madison, WI, United States.ORCID http://orcid.org/0000-0002-2510-7424
Scott A BaldwinDepartment of Psychology, Brigham Young University, Provo, UT, United States.ORCID http://orcid.org/0000-0003-3428-0437
Amit BernsteinCenter for Healthy Minds, University of Wisconsin-Madison, 625 W. Washington Ave, Madison, WI, 53703, United States, 1 608-263-6321.ORCID http://orcid.org/0000-0003-4010-9070
John D DunneCenter for Healthy Minds, University of Wisconsin-Madison, 625 W. Washington Ave, Madison, WI, 53703, United States, 1 608-263-6321.ORCID http://orcid.org/0000-0002-9404-7007
Richard J DavidsonCenter for Healthy Minds, University of Wisconsin-Madison, 625 W. Washington Ave, Madison, WI, 53703, United States, 1 608-263-6321.ORCID http://orcid.org/0000-0002-8506-4964
Matthew J HirshbergCenter for Healthy Minds, University of Wisconsin-Madison, 625 W. Washington Ave, Madison, WI, 53703, United States, 1 608-263-6321.ORCID http://orcid.org/0000-0001-9070-1270
Simon B GoldbergCenter for Healthy Minds, University of Wisconsin-Madison, 625 W. Washington Ave, Madison, WI, 53703, United States, 1 608-263-6321.ORCID http://orcid.org/0000-0002-6888-0126

Funding

Pilot and Mentoring CoreP50DA054039 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI SUSAN A MURPHY · 2021 to 2026
$18.2M
The plasticity of well-being: A research network to define, measure and promote human flourishingU24AT011289 · NCCIH · UNIVERSITY OF WISCONSIN-MADISON · PI DAVIDSON, RICHARD J · 2021 to 2024
$2.4M
Optimizing the integration between human and digital support in a meditation app for depression and anxietyR01MH139512 · NIMH · UNIVERSITY OF WISCONSIN-MADISON · PI Richard J Davidson, Simon B Goldberg · 2025 to 2026
$1.4M
Mindfulness training delivered via mobile health to reduce depression and anxietyK23AT010879 · NCCIH · UNIVERSITY OF WISCONSIN-MADISON · PI GOLDBERG, SIMON B · 2020 to 2024
$786k
Smartphone-based meditation training to reduce adolescent depressionK01MH130752 · NIMH · UNIVERSITY OF WISCONSIN-MADISON · PI Matthew Hirshberg · 2023 to 2026
$540k
A Pilot Effectiveness Trial of an Adapted App-Based Mindfulness Intervention for Pre-Service TeachersR15MH134225 · NIMH · UNIVERSITY OF ALABAMA IN TUSCALOOSA · PI BRAUN, SUMMER · 2024 to 2024
$455k
NCCIH NIH HHS K23 AT010879NCCIH NIH HHS U24 AT011289NIDA NIH HHS P50 DA054039NIMH NIH HHS K01 MH130752NIMH NIH HHS R01 MH139512NIMH NIH HHS R15 MH134225
6 · The paper itself

Abstract

Background: Digital meditation-based interventions (MBIs) reach vast global audiences with millions of active users, yet concerns persist about the frequency and nature of adverse experiences (ie, AExs) occurring during meditation training. Some researchers have argued that AExs are substantially underdetected and reflect iatrogenic harm caused by meditation (ie, adverse effects [AEfs]). Others contend that these experiences largely reflect common stressors that would be experienced without meditation. These competing perspectives underscore the need for further research, particularly in the context of digital MBIs, the most widely used form of meditation training. Objective: This study examined the prevalence, predictors, and subjective evaluations of AExs during a digital MBI and tested whether reported experiences may be caused by meditation practice via comparisons between meditation-exposed and nonexposed participants. Methods: Data were drawn from 2 trials of the Healthy Minds Program. Exploratory study 1 (n=315) consisted of a sample of distressed US undergraduate students to estimate the prevalence of AExs and identify baseline predictors. Preregistered confirmatory study 2 (n=594) sampled distressed US adults from all 50 states to replicate findings from study 1 and to examine participants' subjective evaluations of AExs. Study 2 additionally compared AEx rates between participants who did and did not complete guided meditations to assess whether AExs could be caused by meditation exposure. Study 3 (n=87) used qualitative methods to analyze study 1 participants' responses to an open-ended question regarding their strategies for coping with AExs. Results: In studies 1 and 2, 27.9% (88/315) and 10.1% (40/396) of participants, respectively, reported at least one AEx during the study period, with 6.7% (21/315) and 3% (12/396) reporting functional impairment, largely aligning with previous research. Critically, in study 2, rates of AExs did not significantly differ between participants who did and did not complete guided meditations, suggesting that these experiences were not caused by meditation practice. Higher baseline depression, anxiety, loneliness, experiential avoidance, and perceived barriers to meditation predicted more frequent AExs. In studies 1 and 2, 89.8% (79/88) and 90% (36/40) of participants who reported AExs, respectively, indicated that they were glad to have learned to meditate. Qualitative analyses showed that participants used diverse coping strategies, often using skills learned through the Healthy Minds Program. Conclusions: AExs were relatively common but occurred at comparable rates among participants who did and did not meditate, challenging claims that such experiences were caused by meditation practice in distressed individuals. Although a small subset of participants reported some degree of functional impairment, most evaluated their AExs as tolerable and described their overall MBI experience as positive. Together, these findings highlight the importance of distinguishing AExs that likely reflect epiphenomena of preexisting distress or symptoms from iatrogenic harm attributable to MBIs.

Indexed as

MeditationStress, PsychologicalAdultDigital MediaFemaleHumansMalePrevalenceSelf ReportUnited StatesYoung Adultadverse effectsadverse experiencesdigital interventionsmeditationwell-being

Identifiers

PMID42284591
PMCPMC13263023

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.