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Matthew J. Hirshberg

22 papers in the library · 388 citations · publishing 2018-2026

Papers

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Personalized prediction of response to three meditation practices: A randomized controlled trial

Behaviour Research and Therapy August 10, 2026 Otto Simonsson, Christian A. Webb, Mini Ruiz et al.

Despite decades of meditation research, there is a lack of preregistered and well-powered studies that investigate the effects of brief meditation practices on subjective wellbeing and use data-driven approaches to predict response to these interventions. Using representative samples of the US and UK adult populations with regards to age, sex, and ethnicity (N = 5049), we conducted a...

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

JMIR Mental Health June 12, 2026 Polina Beloborodova, Lillian M. Smith, Kevin M. Riordan et al.

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...

From Practice to Policy: Promise and Constraints of Contemplative Ethics Interventions in Science.

Mindfulness (N Y) May 19, 2026 Polina Beloborodova, Matthew J. Hirshberg, Simon B. Goldberg

This invited commentary responds to Berryman et al. (2025), "The mindful scientist: How meditation could support ethical scientific practice," and offers an implementation-focused perspective on the role of meditation-based ethical development interventions (MBEDs) within contemporary academic systems. We begin by acknowledging the importance of the ethical challenges facing academia and the...

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

Clinical psychological science : a journal of the Association for Psychological Science March 1, 2025 Simon B. Goldberg, Ashley D Kendall, Matthew J. Hirshberg et al. 15 citations

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...

Mindfulness Training Enhances Students' Executive Functioning and Social Emotional Skills.

Applied developmental science 2025 Lisa Flook, Matthew J. Hirshberg, Lori Gustafson et al. 20 citations

More research is needed to understand the effects of school-based mindfulness programs in the years before adolescence, which represent a critical juncture and transitional period of development. The present study investigated mindfulness with elementary school students using random assignment and objective measures. The sample included 292 5th graders from 21 classrooms randomly assigned to an...

Psychological Mediators of Reduced Distress: Preregistered Analyses from a Randomized Controlled Trial of a Smartphone-Based Well-Being Training.

Clinical psychological science : a journal of the Association for Psychological Science 2025 Matthew J. Hirshberg, Cortland J. Dahl, Daniel M. Bolt et al. 9 citations

Understanding why interventions work is essential to optimizing them. Although mechanistic theories of meditation-based interventions (MBIs) exist, empirical evidence is limited. We randomly assigned 662 adults (79.9% reported clinical levels of anxiety or depressive symptoms) to a four-week smartphone-based MBI or wait-list control condition early in the COVID-19 pandemic. Psychological...

Does it matter how meditation feels? An experience sampling study.

Journal of Consulting and Clinical Psychology August 1, 2024 Simon B. Goldberg, Daniel M. Bolt, Cortland J. Dahl et al. 5 citations

Meditation apps are the most widely used mental health apps. The precise mechanisms underlying their effects remain unclear. In particular, the degree to which affect experienced during meditation is associated with outcomes has not been established. We used the meditation app arm of a recently completed randomized controlled trial comparing a self-guided meditation app (Healthy Minds Program)...

Evidence for Bidirectional, Cross-Lagged Associations Between Alliance and Psychological Distress in an Unguided Mobile-Health Intervention.

Clinical psychological science : a journal of the Association for Psychological Science May 1, 2024 Simon B. Goldberg, Zishan Jiwani, Daniel M. Bolt et al. 8 citations

Bidirectional associations between changes in symptoms and alliance are established for in-person psychotherapy. Alliance may play an important role in promoting engagement and effectiveness within unguided mobile health (mHealth) interventions. Using models disaggregating alliance and psychological distress into within- and between-person components (random intercept cross-lagged panel model),...

Revealing subgroup-specific mechanisms of change via moderated mediation: A meditation intervention example.

Journal of Consulting and Clinical Psychology September 28, 2023 Christian A. Webb, Matthew J. Hirshberg, Oscar González et al. 6 citations

OBJECTIVE: they work. Mechanisms of change may be obscured due to prior research collapsing across heterogeneous subgroups of patients with differing underlying mechanisms of response. Studies identifying baseline individual characteristics that predict differential response (i.e., moderation) may inform research on why (i.e., mediation) a particular subgroup has better outcomes to an...

Individual participant data systematic review and meta-analysis of randomised controlled trials assessing adult mindfulness-based programmes for mental health promotion in non-clinical settings.

Nature. Mental health July 10, 2023 Julieta Galante, Claire Friedrich, Napaporn Aeamla-Or et al. 102 citations

Mindfulness-based programmes (MBPs) are widely used to prevent mental ill-health that is becoming the leading global cause of morbidity. Evidence suggests beneficial average effects but wide variability. We aimed to confirm the effect of MBPs on psychological distress, and to understand whether and how baseline distress, gender, age, education, and dispositional mindfulness modify the effect of...

Is Informal Practice Associated with Outcomes in Loving-Kindness and Compassion Training? Evidence from Pre-Post and Daily Diary Assessments

February 10, 2023 Qiang Xie, Kevin M. Riordan, Scott A. Baldwin et al. 2 citations preprint

We investigated whether informal meditation practice (i.e., engagement of meditative techniques outside a period of formal meditation) was associated with outcomes in smartphone-based loving-kindness and compassion training. Clinically distressed meditation-naïve participants (n = 351) completed measures of psychological distress, loneliness, empathy, and prosociality at baseline and following...

Personalized Prediction of Response to Smartphone-Delivered Meditation Training: Randomized Controlled Trial

Journal of Medical Internet Research September 26, 2022 Christian A. Webb, Matthew J. Hirshberg, Richard J. Davidson et al. 26 citations

BACKGROUND: Meditation apps have surged in popularity in recent years, with an increasing number of individuals turning to these apps to cope with stress, including during the COVID-19 pandemic. Meditation apps are the most commonly used mental health apps for depression and anxiety. However, little is known about who is well suited to these apps. OBJECTIVE: This study aimed to develop and test...

Personalized prediction of response to smartphone-delivered meditation training: A machine learning approach (Preprint)

July 31, 2022 Christian A. Webb, Matthew J. Hirshberg, Richard J. Davidson et al. 1 citation

BACKGROUND Meditation apps have surged in popularity in recent years, with an increasing number of individuals turning to these apps to cope with stress, including during the COVID-19 pandemic. In fact, meditation apps now represent the most commonly used mental health apps for depression and anxiety. However, little is known regarding who is well-suited to these apps. OBJECTIVE The aim of this...

Absence of structural brain changes from mindfulness-based stress reduction: Two combined randomized controlled trials

Science Advances May 20, 2022 Tammi R. A. Kral, Kaley Davis, Cole Korponay et al. 67 citations

Studies purporting to show changes in brain structure following the popular, 8-week mindfulness-based stress reduction (MBSR) course are widely referenced despite major methodological limitations. Here, we present findings from a large, combined dataset of two, three-arm randomized controlled trials with active and waitlist (WL) control groups. Meditation-naïve participants ( n = 218) completed...

Personalized prediction of response to smartphone-delivered meditation training

July 29, 2021 Christian A. Webb, Matthew J. Hirshberg, Richard J. Davidson et al. 1 citation preprint

Meditation apps are popular and may reduce psychological distress, including during the COVID-19 pandemic. However, it is not clear who is most likely to benefit. Using randomized controlled trial data comparing a 4-week meditation app (Healthy Minds Program; HMP) with an assessment-only control in school system employees (n=662), we developed an algorithm predicting who is most likely to...

Non-replication of structural brain changes from Mindfulness-Based Stress Reduction: Two combined randomized controlled trials

medRxiv June 16, 2021 Tammi R. A. Kral, Kaley Davis, Cole Korponay et al. 2 citations preprint

Abstract Studies purporting to show changes in brain structure following the popular, eight-week Mindfulness-Based Stress Reduction (MBSR) course are widely referenced despite major methodological limitations. Here, we present findings from a large, combined dataset of two, three-arm randomized controlled trials with active and waitlist (WL) control groups. Meditation-naive participants (n=218)...

Alliance With an Unguided Smartphone App: Validation of the Digital Working Alliance Inventory

Assessment May 18, 2021 Simon B. Goldberg, Scott A. Baldwin, Kevin M. Riordan et al. 73 citations

The working alliance may be relevant in unguided smartphone-based interventions, but no validated measure exists. We evaluated the psychometric properties of the six-item Digital Working Alliance Inventory (DWAI) using a cross-sectional survey of meditation app users ( n = 290) and the intervention arm of a randomized trial testing a smartphone-based meditation app ( n = 314). Exploratory...

A Randomized Controlled Trial of a Smartphone-Based Well-Being Training in Public School System Employees During the COVID-19 Pandemic

March 30, 2021 Matthew J. Hirshberg, Corrina Frye, Cortland J. Dahl et al. 5 citations preprint

While the extraordinary pressures of the COVID-19 pandemic on student mental health have received considerable attention, less attention has been placed on the well-being of educators. School system employees play a vital role in society, and teacher levels of well-being are associated with the educational outcomes of young people. We extend extant research on the prevalence and correlates of...

Brief breath awareness training yields poorer working memory performance in the context of acute stress

Cognition & Emotion January 29, 2021 Simon B. Goldberg, Lisa Flook, Matthew J. Hirshberg et al. 6 citations

Mindfulness-based interventions that span multiple sessions over time appear to confer psychological benefits. However, the effects of brief periods of mindfulness meditation training are less clear, particularly on measures of cognitive functioning. This study assessed whether brief mindfulness practice (breath awareness) or training in two other contemplative practices – loving-kindness and...

Prevalence of harm in Mindfulness-Based Stress Reduction

January 30, 2020 Matthew J. Hirshberg, Simon B. Goldberg, Melissa A. Rosenkranz et al. 5 citations preprint

Background: Mindfulness meditation has become a common method for reducing stress, stress-related psychopathology and some physical symptoms. As mindfulness programs become ubiquitous, concerns have been raised about their unknown potential for harm. We estimate multiple indices of harm following Mindfulness-based Stress Reduction (MBSR) on two primary outcomes: global psychological and...

Still facial photographs of long-term meditators are perceived by naïve observers as less neurotic, more conscientious and more mindful than non-meditating controls

PLoS One August 28, 2019 Simon B. Goldberg, Matthew J. Hirshberg, Lawrence Y. Tello et al. 2 citations

The impact of meditation training on self-report psychological variables is well-established. Although meditation training is purported to have interpersonal impacts, whether naïve observers perceive differences associated with long- and short-term meditation training is largely unknown. The current study provided a stringent test of this possibility through observer ratings of a very thin...

Divergent effects of brief contemplative practices in response to an acute stressor: A randomized controlled trial of brief breath awareness, loving-kindness, gratitude or an attention control practice

PLoS One December 12, 2018 Matthew J. Hirshberg, Simon B. Goldberg, S. Schaefer et al. 33 citations

Mindfulness practices are increasingly being utilized as a method for cultivating well-being. The term mindfulness is often used as an umbrella for a variety of different practices and many mindfulness-based interventions (MBIs) contain multiple styles of practice. Despite the diversity of practices within MBIs, few studies have investigated whether constituent practices produce specific...