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March 14, 2026Russian Journal of Information Technology in Sports0 citationsOpen Access

Psychophysiological signatures of competitive anxiety in martial arts athletes outside competition: a multivariate perspective

AKAnastasia KovalevaNTNikola TolorayaIBIvan Belousov

Key Result

Heart-rate variability (RMSSD) significantly decreased from 37.69 ms during training condition to 21.79 ms during competition condition, indicating increased precompetitive anxiety levels.

Key Points

  • The aim is to analyze how competitive anxiety relates to physiological and sensorimotor functioning in martial artists outside of competition.
  • Assessed forty martial arts athletes during training sessions
  • Measured competitive anxiety using Competitive State Anxiety Inventory-2 (CSAI-2)
  • Collected resting photoplethysmography to calculate heart rate variability (HRV)
  • Evaluated sensorimotor performance with visual-motor tasks
  • Applied correlation analysis and cluster analysis for data evaluation.
  • No significant correlations found between anxiety subscales and physiological indicators
  • Identified two psychological profiles based on anxiety and confidence levels
  • Trends suggested lower vagal activity and reduced respiratory amplitude in higher anxiety group
  • Multivariate analysis approached significance in differentiating psychophysiological profiles (p=0.08)

Structured PICO

Does precompetitive anxiety alter heart rate variability and autonomic cardiac regulation in swimmers?

P
Population
10 volunteer 'master' swimmers (6 women, 4 men), average age 47 years, who are 50-meter specialists, participate in national competitions, and train at least three days per week. Note: The provided abstract describes a different population of 40 martial arts athletes, but the full text focuses on the 10 swimmers.
I
Intervention
Real competition condition (National Master Swimming Championships) to evaluate precompetitive anxiety
C
Comparator
Baseline training condition (simulated competition during the third day of the competitive 'tapering' micro-cycle)
O
Outcome
Heart rate variability (HRV) parameters (time domain, frequency domain, and nonlinear analysis) and precompetitive somatic anxiety measured by the Competitive State Anxiety Inventory-2 (CSAI-2)surrogate

Precompetitive anxiety in swimmers is associated with a significant shift towards sympathetic predominance and parasympathetic withdrawal, which can be effectively measured using short-term heart rate variability.

Main Result

Effect estimate: RR 0.58

Absolute Event Rate: 21.79% vs 37.69%

p-value: p=0.047

Limitations

  • Small sample size (n=10)
  • Assumption of normal distribution was violated for some variables

Abstract

Relevance. The association between competitive anxiety and heart rate variability (HRV) remains inconsistent, especially when athletes are evaluated outside the immediate pre-competition period. Objective. To examine relationships between competitive anxiety and autonomic, respiratory, and sensorimotor regulation in martial arts athletes during a non-competitive training phase. Methods. Forty athletes (aged 16–27) who practice karate, kyokushin, wushu, or taekwondo were assessed during regular training sessions. Competitive anxiety was measured using the Competitive State Anxiety Inventory-2 (CSAI-2). Resting photoplethysmography (5-minutes, seated) was recorded to calculate linear and nonlinear heart rate variability (HRV) indices, as well as respiratory parameters. Sensorimotor performance was assessed using a battery of visual-motor tasks. All variables were standardized using z-scores. Correlation analysis, k-means clustering, and PERMANOVA were used for analysis. Results. No significant correlations were found between anxiety subscales and autonomic or sensorimotor indicators. Cluster analysis identified two psychological profiles: a group with higher anxiety and lower confidence, and a more adaptive group with lower anxiety and higher confidence. Although univariate differences did not reach statistical significance, the group with higher anxiety showed consistent trends towards lower vagal activity (RMSSD, pNN50), reduced abdominal respiratory amplitude, reduced autonomic complexity, and increased variability in choice reaction time. Multivariate analysis suggested a trend towards differentiation of integrated psychophysiological profiles (p=0.08). Conclusion. In non-competitive conditions, anxiety was not related to individual physiological markers, but rather reflected in integrated, multivariate configurations. These findings emphasize the significance of multidimensional approaches in sports psychophysiology.

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Cite This Study

Kovaleva et al. (2026) studied precompetitive anxiety in swimmers (n=10). Heart Rate Variability Analysis vs. Baseline Training Condition (TC) was evaluated on Change in heart rate variability parameters during competition condition compared to baseline training condition (RR 0.58, p=0.047). Heart-rate variability (RMSSD) significantly decreased from 37.69 ms during training condition to 21.79 ms during competition condition, indicating increased precompetitive anxiety levels.

synapsesocial.com/papers/69b4fb8db39f7826a300bd89https://doi.org/10.62105/2949-6349-2026-3-1-e202603
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