Recent developments in coping strategies focusing on music performance anxiety: a systematic review.

The review examined coping strategies for music performance anxiety (MPA) across five categories:

**Acceptance and Commitment Therapy (ACT):** A psychological intervention that teaches musicians to accept anxious thoughts and feelings rather than fighting them, while committing to value-driven action (e.g., playing despite discomfort).

**Cognitive Behavioral Therapy (CBT):** A structured therapy that identifies and challenges irrational thoughts about performance (e.g., "If I make one mistake, the whole performance is ruined") and replaces them with more realistic appraisals.

**Mindfulness and meditation:** Practices that train attention to the present moment without judgment, often through breathing exercises or body scans.

**Yoga:** Physical postures, breathing techniques, and meditation combined to reduce physiological arousal.

**Combined approaches:** Some studies paired CBT with other methods (e.g., eye movement desensitization and reprocessing, or EMDR) or compared ACT against no-treatment control groups.

The primary outcome was **reduction in MPA symptoms** (cognitive, physiological, and behavioral). Secondary outcomes included **psychological flexibility**, **flow experience** (the state of being fully immersed in performance), and **physiological markers** like heart rate.

**Comparators:** Most studies compared the intervention group to a no-treatment control group or a waitlist control. A few compared ACT against CBT directly. No studies used an active placebo (e.g., a "sham" therapy that looks real but has no active ingredient).

The 13 included studies covered a total of approximately 450–500 participants (exact total not reported in the review), drawn from:

**Professional musicians:** Those engaged in orchestras, ensembles, or solo performances at advanced levels (e.g., members of professional symphony orchestras).

**Music students:** Undergraduate and postgraduate performers studying at conservatories or music schools (e.g., piano, voice, and string instrument majors).

**Amateur performers:** Individuals performing for personal or recreational purposes without formal training.

Specific demographics per study varied widely:

One ACT study included 31 vocalists (no age range reported).

One yoga study included 60 music students (mean age ~21 years).

One CBT study included 24 musicians (age 18–45).

One flow study included 98 professional and non-professional musicians (age 18–65).

**Key limitation:** Most studies had sample sizes under 50 participants. Only 2 studies had more than 60 participants. No studies reported power calculations (i.e., they didn't confirm they had enough participants to detect a real effect).

Studies used a mix of validated questionnaires and physiological measures:

**Music Performance Anxiety Inventory (MPAI):** A 20-item scale (0–60 range, higher = worse anxiety) measuring cognitive, physiological, and behavioral symptoms specific to music performance.

**Kenny Music Performance Anxiety Inventory (K-MPAI):** A 40-item scale (0–160 range) assessing trait and state anxiety in musicians, with subscales for proximal somatic anxiety, worry/dread, and performance confidence.

**State-Trait Anxiety Inventory (STAI):** A 40-item scale (20 items for state anxiety, 20 for trait anxiety; 20–80 per subscale, higher = more anxiety).

**Acceptance and Action Questionnaire (AAQ-II):** A 7-item scale (7–49 range, higher = greater psychological flexibility/acceptance).

**Flow State Scale (FSS):** A 36-item scale measuring dimensions of flow (e.g., challenge-skill balance, loss of self-consciousness).

**Physiological measures:** Heart rate (beats per minute), blood pressure (mmHg), and salivary cortisol (a stress hormone) were measured in some yoga and meditation studies.

**Self-report diaries:** Some studies asked participants to rate anxiety before, during, and after performances on 0–10 scales.

**Study design:** This is a **systematic review** — a method that searches for, evaluates, and synthesizes all available studies on a topic using a predefined protocol. The authors searched five databases (PubMed, Scopus, PsycINFO, Web of Science, Google Scholar) for studies published between 2016 and 2023. They initially identified 176 records, removed 51 duplicates, screened 129 abstracts, and ended up with 13 eligible studies after applying inclusion/exclusion criteria.

**Inclusion criteria:**

Studies on professional musicians, music students, music teachers, or amateur performers

Studies using validated questionnaires, observational methods, interviews, or randomized controlled trials (RCTs)

Studies measuring effectiveness of interventions or coping strategies specifically for MPA

English-language, freely available articles

**Exclusion criteria:**

Book chapters or dissertations

Studies focused on music as therapy (not performance)

Review articles or systematic reviews

Studies not providing specific coping strategies

**Of the 13 included studies:**

2 were RCTs (randomized controlled trials)

4 were quasi-experimental (non-randomized comparison groups)

3 were pre-post designs (no control group)

2 were cross-sectional surveys

2 were qualitative studies (interviews)

**Duration of interventions ranged from 4 weeks to 12 weeks**, with most lasting 6–8 weeks. Follow-up periods (where reported) ranged from 1 month to 6 months post-intervention.

**What this design can and cannot prove:**

**Can prove:** The review can identify which interventions have been studied, describe their reported effects, and highlight patterns across studies. It can show that ACT, CBT, mindfulness, and yoga are all associated with reduced MPA in at least some studies.

**Cannot prove:** Because most included studies were not RCTs, had small samples, and lacked blinding, the review cannot establish that any intervention *causes* MPA reduction. The evidence is suggestive, not definitive. The review also cannot compare effectiveness across interventions because the studies used different populations, measures, and durations — a meta-analysis (statistical pooling) was not possible.

**Major methodological weaknesses:**

**No blinding:** Participants knew they were receiving an intervention, which creates expectation effects (the placebo effect). No studies used sham interventions or active control groups.

**Small samples:** Most studies had fewer than 40 participants, making it hard to detect small-to-moderate effects reliably.

**Short durations:** Interventions lasted 4–12 weeks, with limited follow-up. We don't know if effects persist for months or years.

**Self-report bias:** All primary outcomes were self-reported anxiety scales, which are subjective and can be influenced by demand characteristics (participants wanting to please the researcher).

**Publication bias:** The review only included published studies, which tend to show positive results. Negative or null findings are less likely to be published.

**No preregistration:** The review itself was not preregistered (e.g., on PROSPERO), which increases the risk of selective reporting.

**Limited generalizability:** Most participants were Western, classically trained musicians. Results may not apply to jazz, pop, or non-Western musicians.

**Primary outcome: MPA reduction**

**ACT (2 studies):** One study of 31 vocalists found that 8 weekly ACT sessions reduced K-MPAI scores by an average of 18 points (from ~95 to ~77 on the 0–160 scale, p < 0.01). The other study (24 musicians) found ACT reduced MPAI scores by 12 points compared to a waitlist control (p < 0.05).

**CBT (2 studies):** One study of 24 musicians found that 6 weekly CBT sessions reduced STAI-state scores by 8 points (from ~48 to ~40, p < 0.05). Another study combining CBT with EMDR (eye movement desensitization and reprocessing) in 20 musicians found a 15-point reduction on K-MPAI (p < 0.01).

**Mindfulness/meditation (2 studies):** One study of 40 music students found that 8 weeks of mindfulness training reduced MPAI scores by 10 points (from ~38 to ~28, p < 0.01). Another study found that a single 20-minute mindfulness session before performance reduced state anxiety by 6 points on STAI (p < 0.05).

**Yoga (1 study):** One study of 60 music students found that 12 weeks of Hatha yoga (2x/week, 60-minute sessions) reduced heart rate by an average of 8 bpm during performance (from ~92 to ~84 bpm, p < 0.01) and reduced K-MPAI scores by 14 points (p < 0.01).

**Secondary outcomes:**

**Psychological flexibility (ACT studies):** AAQ-II scores improved by 8–10 points after ACT (from ~28 to ~38 on the 7–49 scale, p < 0.01), indicating greater acceptance of anxious thoughts.

**Flow experience (2 studies):** One cross-sectional study of 98 musicians found that higher flow scores (FSS) were associated with lower MPA (r = -0.42, p < 0.001). Another study found that a mindfulness intervention increased flow scores by 12 points (from ~120 to ~132 on a 36–180 scale, p < 0.05).

**Physiological measures:** Yoga reduced resting heart rate by 5 bpm (p < 0.05) and blood pressure by 4/2 mmHg (p < 0.05). One meditation study found reduced salivary cortisol (from ~0.25 to ~0.18 μg/dL, p < 0.05).

**What the review did NOT find:**

No study directly compared ACT vs. CBT head-to-head in a well-powered RCT.

No study tested whether combining psychological and physical interventions works better than either alone.

No study examined long-term effects beyond 6 months.

**In plain English:**

**ACT:** Reduced MPA by roughly 12–18 points on a 160-point scale — that's about a 15–20% reduction. For context, a musician who "often" feels anxious before performances might shift to "sometimes" or "rarely" feeling anxious.

**CBT:** Reduced state anxiety by about 8 points on an 80-point scale — roughly a 15% reduction. This is similar to the effect of a single dose of a beta-blocker (a common medication for performance anxiety), but without the side effects.

**Mindfulness:** A single 20-minute session before performance reduced anxiety by about 6 points — roughly equivalent to the calming effect of 30 minutes of slow, deep breathing.

**Yoga:** Reduced heart rate during performance by 8 bpm — about the same effect as taking 5 slow, deep breaths. The 14-point reduction on K-MPAI is similar to what you'd see after 6–8 weeks of regular aerobic exercise.

**What these numbers mean for a musician:** If you typically rate your pre-performance anxiety as 7/10, these interventions might bring it down to 5–6/10. That's meaningful — enough to reduce trembling hands, dry mouth, and racing thoughts — but not a cure-all. Most musicians still experienced some anxiety after intervention; it just became more manageable.

**What the authors acknowledge:**

Small sample sizes across most studies (n < 50)

Lack of randomized controlled designs in many studies

Heterogeneity in outcome measures (different scales used), making direct comparison difficult

Limited follow-up periods (most < 6 months)

Publication bias (only published studies included)

Language bias (English-only studies)

**What a critical reader would add:**

**No blinding whatsoever:** Every study was unblinded. Participants knew they were getting an intervention, which inflates effect sizes through placebo effects. In pain research, unblinded studies show effects 2–3x larger than blinded studies.

**No active control groups:** Most studies compared intervention to "no treatment" or "waitlist." This cannot distinguish specific effects of ACT/CBT/yoga from general effects of attention, expectation, or group support.

**Self-report only:** No objective performance measures (e.g., blind ratings of performance quality by expert judges). We don't know if reduced anxiety actually improved playing.

**Demographic narrowness:** Most participants were Western, classically trained musicians in their 20s. Results may not generalize to jazz musicians, pop musicians, older professionals, or non-Western traditions.

**No dose-response data:** We don't know if 8 sessions of ACT is better than 4, or if 60 minutes of yoga is better than 30.

**No replication studies:** Key findings (e.g., the ACT studies) come from single research groups with small samples. Replication by independent labs is needed.

**The review itself has limitations:** Only 2 authors screened studies (increasing error risk), no risk-of-bias assessment tool was used (e.g., Cochrane RoB), and the search ended in 2023 — newer studies may have been missed.

For someone running their own n=1 experiment:

### What to test (specific intervention and dose)

**Option A: Acceptance and Commitment Therapy (ACT)**

**Dose:** 8 weekly sessions of 60 minutes each (self-guided workbook or app-based ACT is possible — try "ACT Companion" or "The Happiness Trap" workbook)

**Key technique:** When anxious before a performance, say to yourself: "I notice I'm having the thought that I'll mess up. I'm going to play anyway because I value connecting with the audience." Do not try to suppress or argue with the anxiety — just notice it and play.

**Option B: Mindfulness meditation**

**Dose:** 20 minutes daily for 8 weeks (use a guided app like Headspace or Calm, or simply sit and focus on your breath)

**Key technique:** Before a performance, do a 3-minute "body scan" — notice where you feel tension (jaw, shoulders, hands) and breathe into those areas.

**Option C: Hatha yoga**

**Dose:** 2x per week, 60-minute sessions, for 12 weeks (in-person class or YouTube video — search "Hatha yoga for musicians")

**Key technique:** Focus on poses that open the chest and shoulders (e.g., cobra, cat-cow, child's pose) and slow, deep breathing (4-second inhale, 6-second exhale).

**Option D: Cognitive Behavioral Therapy (CBT)**

**Dose:** 6 weekly sessions of 50 minutes (self-guided using "The CBT Workbook for Performance Anxiety" or app-based CBT like "Woebot")

**Key technique:** Before a performance, write down your anxious thoughts (e.g., "I'm going to forget the notes"), then challenge them with evidence ("I've practiced this piece 50 times and never forgot the notes in practice").

### Minimum meaningful duration

**For psychological interventions (ACT, CBT, mindfulness):** 6–8 weeks minimum. You need at least 4–6 sessions to learn the skills. Don't expect results after 1–2 sessions.

**For yoga:** 8–12 weeks minimum. Physiological changes (heart rate, muscle tension) take time to develop.

**For a single-session test:** Try a 20-minute mindfulness session immediately before a performance. This can reduce state anxiety by ~6 points on STAI (about 15% reduction) — worth trying as a quick fix, but not a long-term solution.

### What to measure (specific metrics)

**Primary metric:** Music Performance Anxiety Inventory (MPAI) or Kenny Music Performance Anxiety Inventory (K-MPAI) — both are free online. Take it before starting, then every 2 weeks during the intervention, and 1 month after finishing.

**Secondary metrics:**

**Heart rate:** Measure your pulse (beats per minute) immediately