Breath Rate Variability: A Novel Measure to Study the Meditation Effects
R. Soni, M. Muniyandi
International Journal of Yoga 2019 DOI: 10.4103/ijoy.ijoy_27_17 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Nonrandomized controlled trial Peer reviewed |
|---|---|
| Sample size | 12 |
| Population | Male volunteers with or without meditation experience |
| Intervention | Meditation |
| Duration | 15-minute session |
| Topics | Meditation |
| Key findings | Breath rate variability measures were significantly higher in experienced meditators compared to nonmeditators after a 15-minute meditation session. |
Abstract
Context: Reliable quantitative measure of meditation is still elusive. Although electroencephalogram (EEG) and heart rate variability (HRV) are known as quantitative measures of meditation, effects of meditation on EEG and HRV may well take long time as these measures are involuntarily controlled. Effect of mediation on respiration is well known; however, quantitative measures of respiration during meditation have not been studied.
Aims: Breath rate variability (BRV) as an alternate measure of meditation even over a short duration is proposed. The main objective of this study is to test the hypothesis that BRV is a simple measure that differentiates between meditators and nonmeditators. Settings and
Design: This was a nonrandomized, controlled trial. Volunteers meditate in their natural habitat during signal acquisition. Subjects and
Methods: We used Photo-Plythysmo-Gram (PPG) signal acquisition system from BIO-PAC and recorded video of chest and abdomen movement due to respiration during a short meditation (15 min) session for 12 individuals (all males) meditating in a relaxed sitting posture. Seven of the 12 individuals had substantial experience in meditation, while others are controls without any experience in meditation. Respiratory signal from PPG signal was derived and matched with that of the video respiratory signal. This derived respiratory signal is used for calculating BRV parameters in time, frequency, nonlinear, and time-frequency domain. Statistical Analysis Used: First, breath-to-breath interval (BBI) was calculated from the respiration signal, then time domain parameters such as standard deviation of BBI (SDBB), root mean square value of SDBB (RMSSD), and standard deviation of SDBB (SDSD) were calculated. We performed spectral analysis to calculate frequency domain parameters (power spectral density [PSD], power of each band, peak frequency of each band, and normalized frequency) using Burg, Welch, and Lomb–Scargle (LS) method. We calculated nonlinear parameters (sample entropy, approximate entropy, Poincare plot, and Renyi entropy). We calculated time frequency parameters (global PSD, low frequency-high frequency [LF-HF] ratio, and LF-HF power) by Burg LS and wavelet method.
Results: The results show that the mediated individuals have high value of SDSD (+24%), SDBB (+29%), and RMSSD (+26%). Frequency domain analysis shows substantial increment in LFHF power (+73%) and LFHF ratio (+33%). Nonlinear parameters such as SD1 and SD2 were also more (>20%) for meditated persons.
Conclusions: As compared to HRV, BRV can provide short-term effect on anatomic nervous system meditation, while HRV shows long-term effects. Improved autonomic function is one of the long-term effects of meditation in which an increase in parasympathetic activity and decrease in sympathetic dominance are observed. In future works, BRV could also be used for measuring stress.
Comparable studies
Other non-randomized and open-label trials on meditation, most cited first.
| Study | Year | Design | Participants |
|---|---|---|---|
| Mindfulness-Based Stress Reduction in Relation to Quality of Life, Mood, Symptoms of Stress, and Immune Parameters in Breast and Prostate Cancer Outpatients Early-stage breast and prostate cancer patients | 2003 | Pre-post intervention study | n = 59 |
| Exploring self‐compassion and empathy in the context of mindfulness‐based stress reduction (MBSR) Community sample | 2010 | Pre-post intervention study | |
| Mindfulness-Based Stress Reduction Lowers Psychological Distress In Medical Students Second-year medical students | 2003 | Prospective nonrandomized cohort-controlled study | n = 302 |
| Intensive meditation training, immune cell telomerase activity, and psychological mediators. Retreat participants and matched controls | 2011 | Controlled trial with wait-list control group | n = 60 |
| The Effectiveness of Mindfulness Training for Children with ADHD and Mindful Parenting for their Parents Children aged 8-12 with ADHD and their parents | 2011 | Within-group waitlist controlled trial | n = 22 |
Citations in the library
Cited by 14
- Autonomic nervous system modulation during self-induced non-ordinary states of consciousness Scientific Reports September 22, 2023
- Meditation attenuates default-mode activity: A pilot study using ultra-high field 7 Tesla MRI. Brain Research Bulletin October 15, 2023
- Cognitive Analytics for Rapid Stress Relief in Humans Using EEG Based Analysis of Tratak Sadhana (Meditation) International Journal of Information Retrieval Research September 10, 2020
- Meditation in the third-person perspective modulates minimal self and heartbeat-evoked potentials. Neuroimage July 1, 2025
- Neurofeedback Training Facilitates Awareness and Enhances Emotional Well-being Associated with Real-World Meditation Practice: A 7-T MRI Study. Mindfulness September 26, 2025
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