Follow Us

Stay in touch with us on social media!

  • Facebook

  • Twitter

  • Google+

  • LinkedIn

  • YouTube

  • Pinterest

  • Instagram

CookiesWe use cookies to enhance your experience and the functionality of our website. By continuing to browse, you are agreeing to our use of cookies. Learn More

CookiesWe use cookies on our website. By continuing to browse, you are agreeing to our use of cookies. Learn More

Receive your Free copy of our new e-Booklet: 12 HeartMath® Tools for Reducing Stress and Staying Balanced Learn More

Research Library

Development and Evaluation of a Cardiac Coherence Index for Sleep Analysis

    • Published: 2020
    • Patrick Celka, Niclas Granqvist, Herbert Schwabl, and Stephen D. Edwards
    • Journal of Psychology in Africa, 30:1, 44-52, 2020. DOI: 10.1080/14330237.2019.1689460.
    • Download the complete paper, click here.


Cardiac coherence measurement is an established technology in biofeedback systems for stress release. Studies have typically been conducted with participants during ordinary waking consciousness, yet cardiac coherence during sleep may be even more important in illness prevention and health promotion. We investigated whether it was possible to develop an alternative effective technology: the Cardiac Coherence Index (CCI), for sleep analysis. The CCI is based on heart inter-beat interval spectral entropy and autonomic nervous system resonance analysis. We tested the hypothesis that the CCI could be a way to assess sleep quality and eventually as a tool to assess consciousness states during sleep. Our analysis suggests that high CCI corresponds to deep sleep stage, low CCI to awake state, and medium CCI to dream state. These findings further suggest that the CCI method is potentially a useful tool for the study of consciousness and as a home-based system for sleep management.