Evidence map›Paper›PMID 40162042›Full record

ArticleClinical psychological science : a journal of the Association for Psychological Science2025

Is dosage of a meditation app associated with changes in psychological distress? It depends on how you ask.

Simon B Goldberg, Ashley D Kendall, Matthew J Hirshberg, Cortland J Dahl, Inbal Nahum-Shani, Richard J Davidson, Bethany C Bray

Abstract read
In one paragraph

Article in Clinical psychological science : a journal of the Association for Psychological Science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 2 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.

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

12 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
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  3. Trial
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  6. Article
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  9. Mindfulness practice time and quality in veterans with chronic pain.Current psychology (New Brunswick, N.J.) · 2025
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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.

Simon B GoldbergCenter for Healthy Minds, University of Wisconsin - Madison, Madison, WI, USA.ORCID 0000-0002-6888-0126
Ashley D KendallCenter for Dissemination and Implementation Science, Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA.ORCID 0000-0001-8875-0049
Matthew J HirshbergCenter for Healthy Minds, University of Wisconsin - Madison, Madison, WI, USA.ORCID 0000-0001-9070-1270
Cortland J DahlCenter for Healthy Minds, University of Wisconsin - Madison, Madison, WI, USA.ORCID 0000-0002-2994-115X
Inbal Nahum-ShaniInstitute for Social Research, University of Michigan, Ann Arbor, MI, USA.ORCID 0000-0001-6138-9089
Richard J DavidsonCenter for Healthy Minds, University of Wisconsin - Madison, Madison, WI, USA.ORCID 0000-0002-8506-4964
Bethany C BrayInstitute for Health Research and Policy, University of Illinois Chicago, Chicago, IL, USA.ORCID 0000-0001-8627-3939

Funding

University of Wisconsin Institute for Clinical and Translational ResearchUL1TR002373 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI ELIZABETH S BURNSIDE, Allan R. Brasier · 2017 to 2026
$75.9M
Pilot and Mentoring CoreP50DA054039 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LINDA M COLLINS, SUSAN A MURPHY · 2021 to 2026
$18.2M
Pilot, Mentoring, and Professional Development CoreP50DA039838 · NIDA · PENNSYLVANIA STATE UNIVERSITY, THE · PI LI, RUNZE · 2015 to 2019
$13.9M
Novel Methods for Intensive Longitudinal Data in SMART Studies of Drug Abuse and HIVR01DA039901 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ALMIRALL, DANIEL, NAHUM-SHANI, INBAL BILLIE · 2015 to 2024
$5.4M
Novel use of mHealth data to identify states of vulnerability and receptivity to JITAIs SupplementU01CA229437 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI NAHUM-SHANI, INBAL BILLIE, WETTER, DAVID W · 2018 to 2022
$2.8M
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
Mindfulness training delivered via mobile health to reduce depression and anxietyK23AT010879 · NCCIH · UNIVERSITY OF WISCONSIN-MADISON · PI GOLDBERG, SIMON B · 2020 to 2024
$786k
Reducing HIV/Sexually Transmitted Infection (STI) Risk Behaviors among Juvenile Offenders on Probation: A Mobile Mindfulness-Based InterventionR00DA047890 · NIDA · UNIVERSITY OF ILLINOIS AT CHICAGO · PI KENDALL, ASHLEY D. · 2021 to 2023
$747k
Smartphone-based meditation training to reduce adolescent depressionK01MH130752 · NIMH · UNIVERSITY OF WISCONSIN-MADISON · PI Matthew Hirshberg · 2023 to 2026
$540k
NCATS NIH HHS UL1 TR002373NCCIH NIH HHS K23 AT010879NCCIH NIH HHS U24 AT011289NCI NIH HHS U01 CA229437NIDA NIH HHS P50 DA039838NIDA NIH HHS P50 DA054039NIDA NIH HHS R00 DA047890NIDA NIH HHS R01 DA039901NIMH NIH HHS K01 MH130752
6 · The paper itself

Abstract

Despite growing popularity, associations between dosage and outcomes in meditation app interventions have not been established. We examined this relationship using a range of operationalizations of dosage (e.g., minutes of use, days of use, number and type of activities completed) and strategies for modeling outcomes (e.g., ordinary least squares regression, multilevel modeling, latent class analysis). We used data from a recently completed randomized controlled trial testing a meditation app (

Indexed as

dosagemeditationmindfulnessmobile healthoptimization

Identifiers

PMID40162042
PMCPMC11949467

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

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.