Attrition Rates in Mindfulness-Based Interventions for Chronic Pain: A Meta-Analysis
Wang, M. Y.; Perera, M. P.; Fitzgerald, P. B.; Bailey, N.; Fitzgibbon, B. M.
Show abstract
ObjectiveMindfulness-based interventions (MBIs) show promise in managing chronic pain but often require substantial time commitments, leading to high attrition rates and concerns about acceptability. This meta-analysis evaluated attrition rates in MBIs for chronic pain and explored factors contributing to participant withdrawal. MethodsFollowing PRISMA guidelines, 44 studies (45 intervention conditions) were analysed. Data on attrition rates, program characteristics (e.g., delivery method, group vs. individual therapy, session duration), and participant demographics were extracted. Meta-analyses of proportions assessed moderators influencing attrition rates. ResultsThe overall weighted mean attrition rate was 30.1% (95% CI: 24.5% to 37.3%) with substantial heterogeneity (I{superscript 2} = 89.0%). Stricter completion thresholds (defined as the minimum number of sessions required to be considered a programme completer) were associated with higher attrition (p < 0.001, R{superscript 2} = 28.1%), ranging from an 18% attrition rate for low thresholds (completion of [≥]3 sessions required to be defined as a completer) to a 49.7% attrition rate for high thresholds ([≥]6 sessions). Online delivery showed higher attrition rates (51.0%) compared to in-person delivery (25.6%, p = 0.002, R{superscript 2} = 17.1%). Individually delivered MBIs were also linked to higher attrition compared to group formats ({beta} = 0.216, p = 0.039, R{superscript 2} = 5.5%). ConclusionsAttrition rates for MBIs in chronic pain management vary widely. Higher attrition is associated with stricter completion criteria, online delivery, and individual formats. These findings highlight the need to optimise MBI programme structure to reduce attrition in MBIs for chronic pain management.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Interventions to reduce opioid use for patients with chronic non-cancer pain in primary care settings: a systematic review and meta-analysis 94%
- Can a specific biobehavioral based therapeutic education program lead to changes in pain perception and brain plasticity biomarkers in chronic pain patients? A study protocol for a randomized clinical trial 94%
- The perception of individuals with low back pain regarding reassuring information: insights based on physiotherapists messages 93%
Similar papers in this journal
- A text messaging intervention to support patients with chronic pain during prescription opioid tapering: protocol for a double-blind randomised controlled trial 93%
- Clinical And Cost-Effectiveness Of A Personalised Guided Consultation Versus Usual Physiotherapy Care In People Presenting With Shoulder Pain: A Protocol For The Panda-S Cluster Randomised Controlled Trial And Process Evaluation 93%
- Doctors of chiropractic working with or within integrated health care delivery systems: a scoping review protocol 93%
Similar papers in this journal
- Addressing cultural and knowledge barriers to enable preclinical sex inclusive research 89%
- Multicenter preclinical studies as an innovative method to enhance translation: a systematic review of published studies 89%
- Endogenous modulation of pain relief: evidence for dopaminergic but not opioidergic involvement 88%
Similar papers in this journal
- Individualised exercise in chronic non-specific low back pain: a systematic review with meta-analysis on the effects of exercise alone or in combination with psychological interventions on pain and disability 93%
- Real Bodies Not Required? Placebo Analgesia and Pain Perception in Immersive Virtual and Augmented Reality 93%
- Management of Central Post-Stroke Pain: Systematic Review and Meta-Analysis 93%
Similar papers in this journal
- Motor Learning in Response to Different Experimental Pain Models among Healthy Individuals: A Systematic Review 94%
- Adolescents’ Use of Music for Pain Management 94%
- Transcranial Magnetic Stimulation Measures of Corticospinal Excitability in Black and Hispanic/Latino People with Painful Peripheral Neuropathy 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.