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Updated: Oct 24, 2026

Multi-Modal Home Sleep Monitoring in Older Adults
Published on: January 26, 2019
Exploratory heart rate variability patterns across sleep stages following a 7-day multicomponent mantra-based
Ankita Garg1, Varun Dutt1, Laxmidhar Behera2
1Indian Knowledge System and Mental Health Applications (IKSMHA) Centre, Indian Institute of Technology Mandi, Kamand, Mandi, Himachal Pradesh, 175075, India.
Background:
Cognitive-contemplative practices could potentially affect autonomic function, but existing research has focused on waking measures of heart rate variability (HRV). It remains unclear whether changes associated with brief interventions differ across sleep stages.
Objective:
To determine whether differences in HRV according to sleep stage would differ in a group undergoing a 7-day, multicomponent, Hare Krishna mantra-based cognitive therapy (HMBCT) intervention compared to a group engaging in their normal routine activities.
Methods:
Thirty-four healthy males aged 18-30 years were randomized to HMBCT (n = 17) or a usual-routine control condition (n = 17). Overnight polysomnography with continuous ECG was conducted at baseline and after the 7-day intervention period. HRV variables were calculated using time-domain and Poincaré/geometric HRV indices separately for REM, N2, and N3 sleep stages. Group × Time interactions were analyzed using repeated measures ANOVA, and then subjected to Benjamini-Hochberg false discovery rate (FDR) correction in 30 primary tests.
Results:
Nine interactions reached the nominal uncorrected threshold (p < .05): four in REM (SDNN, RMSSD, SD1, SD2) and five in N2 (SDNN, RMSSD, pNN50, SD1, CVI), while none did so in N3. Effect sizes of REM/N2 interaction were estimated as partial η2p = 0.120-0.173. However, none remained statistically significant after FDR correction (smallest q = 0.148).
Conclusions:
Nominal interactions were more pronounced in REM and N2 sleep stages, but none of the primary interactions survived multiple testing correction. Thus the results are exploratory and should be confirmed in other studies.
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