Exploring mindfulness interventions across cultures: a comparative meta-analysis of mindfulness interventions for athletes in Western and Eastern contexts
Frontiers in Psychology October 31, 2024 DOI: 10.3389/fpsyg.2024.1449886 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Meta-analysis Randomized Peer reviewed |
|---|---|
| Population | Athletes |
| Interventions | Mindfulness-Acceptance-Commitment (MAC) Mindfulness-Acceptance-Insight-Commitment (MAIC) |
| Topics | Meditation |
| Citations | 18 |
| Key findings | Both MAC and MAIC improved mindfulness, sports performance, and psychological flexibility, but MAIC produced substantially larger effects across all domains. MAC showed no significant effect on psychological flexibility (g = 0.076), while MAIC did (g = 0.964). The authors argue that MAIC's added "Insight" component and cultural adaptation explain its greater effectiveness for Chinese athletes. |
Abstract
Objective: Applying mindfulness training across cultures can be challenging because its internal motivation depends on values, but there are differences between Western and Eastern contexts. This meta-analysis examines the comparative impacts of the Western Mindfulness-Acceptance-Commitment (MAC) approach and the culturally-adapted Chinese Mindfulness-Acceptance-Insight-Commitment (MAIC) mindfulness training for athletes, to explore the importance of cultural adaptation in cross-cultural psychology to psychological skills training.
Methods: This meta-analysis was registered with Prospero (ID: CRD42023474474) and adhered to the PRISMA principles. The PICO search methodology was employed to identify pertinent Chinese and English literature across six databases (Web of Science, PubMed, Scopus, CNKI, Wanfang, and VIP) from 2003 to 2023. The evidence originated from randomized controlled trials. Effect sizes were evaluated across three primary domains: athletic performance, mindfulness, and psychological flexibility, and heterogeneity and publication bias.
Results: Both MAC and MAIC demonstrated positive effects across all outcome categories in 18 studies. MAIC exhibited substantially larger effect sizes compared to MAC. In mindfulness (MAIC: g = 1.273, p < 0.001; MAC: g = 0.521, p = 0.001), sports performance (MAIC: g = 0.945, p = 0.015; MAC: g = 0.550, p < 0.001), MAC did not provide evidence of improved psychological flexibility (g = 0.076, p = 0.747), while MAIC demonstrated significant benefits (g = 0.964, p < 0.001).
Discussion: While MAIC is based on MAC, it yields more significant outcomes. This may be the “Insight” component introduced by MAIC, which skillfully integrates Eastern context. The MAIC strategy not only becomes more appropriate for local athletes but also indirectly enhances their mindfulness, athletic performance, and psychological flexibility, resulting from cultural adaptation. The new idea not only solves the culture shock caused by the direct application of Western MAC approach on Chinese athletes, but also provides a new solution to the problem that there is insufficient evidence to support the effect of the MAC approach on “psychological flexibility.” Investigating differential effects between MAC and MAIC contributes to understanding the significance of culturally adapting mindfulness training and transnational movement of practices. The findings will assist practitioners in selecting evidence-based protocols tailored to athlete needs and cultural contexts. Systematic review registration Prospero (ID: CRD42023474474).
Comparable studies
Other systematic reviews and meta-analyses on meditation, most cited first.
| Study | Year | Design | Participants |
|---|---|---|---|
| Meditation Programs for Psychological Stress and Well-being Diverse adult clinical populations | 2014 | Meta-analysis | n = 3,515 |
| Mindfulness-Based Stress Reduction for Stress Management in Healthy People: A Review and Meta-Analysis Healthy subjects | 2009 | Systematic review and meta-analysis | |
| The psychological effects of meditation: A meta-analysis. Nonclinical groups of adult meditators | 2012 | Meta-analysis | n = 163 |
| Efficacy of Mindfulness-Based Cognitive Therapy in Prevention of Depressive Relapse Adults with recurrent depression in full or partial remission | 2016 | Meta-analysis of individual patient data from randomized controlled trials | n = 1,258 |
| Mindfulness‐Based Stress Reduction and Mindfulness‐Based Cognitive Therapy – a systematic review of randomized controlled trials | 2011 | Systematic review |
Citations in the library
Cited by 5
- The relationship between trait mindfulness and psychotic-like experiences in a brief AI-generated music listening context: the roles of presence, perceived interactivity, and emotional arousal Frontiers in Psychiatry July 28, 2026
- Mindfulness-based interventions for competitive anxiety in athletes: the moderating role of control type-Preliminary evidence from a systematic review and meta-analysis. Frontiers in Psychology May 28, 2026
- The Impacts of Mindfulness-Based Interventions (MBIs) on Teachers’ Mindfulness, Mindful Teaching, and Self-Efficacy: A Systematic Review Mindfulness March 1, 2026
- Brief Mindfulness-Based Intervention for Seniors-An Exploratory Semi-Randomized Examination of Decentering Effects on Cognitive Functions and Psychological Distress. Behavioral Sciences April 3, 2025
- Dispositional Mindfulness and Perceived Stress in Psychiatric and Nonpsychiatric Physicians: A Facet-level Pilot Study Journal of Psychiatric Practice May 1, 2026
Cites 13
- How long does a mindfulness‐based stress reduction program need to be? A review of class contact hours and effect sizes for psychological distress Journal of Clinical Psychology March 23, 2009
- The mindfulness‐based cognitive therapy adherence scale: inter‐rater reliability, adherence to protocol and treatment distinctiveness Clinical Psychology & Psychotherapy March 1, 2002
- Gender differences in response to a school-based mindfulness training intervention for early adolescents. Journal of school psychology June 1, 2018
- Effects of mindfulness training on resilience, self-confidence and emotion regulation of elite football players: The mediating role of locus of control Asian Journal of Sport and Exercise Psychology August 13, 2022
- Examining the Effects of Mindfulness–Acceptance–Commitment Training on Self-Compassion and Grit among Elite Female Athletes International Journal of Environmental Research and Public Health December 23, 2021
and 8 more in the library