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Moderation of the Stressor-Strain Process in Interns by Heart Rate Variability Measured With a Wearable and Smartphone App: Within-Subject Design Using Continuous Monitoring.

Herman J de VriesWim KamphuisHilbrand Ke OldenhuisCees P van der SchansRobbert Sanderman
Published in: JMIR cardio (2021)
To our knowledge, this study provides first evidence that having a low within-subject resting HRV may be both indicative and predictive of the short-term accumulation of the negative effects of stress and mental exhaustion, potentially forming a negative feedback loop. If these findings can be replicated and expanded upon in future studies, they may contribute to the development of automated resilience interventions that monitor daily resting HRV and aim to provide users with an early warning signal when a negative feedback loop forms, to prevent the negative impact of stress on long-term health outcomes.
Keyphrases
  • heart rate variability
  • heart rate
  • physical activity
  • blood pressure
  • healthcare
  • machine learning
  • transcription factor
  • deep learning
  • high throughput
  • social support
  • stress induced