Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by

Same author

Does true crime increase negative affect, or negative affect lead to true crime? A cross-lagged analysis on the dynamics of consuming frightening media.

BMC psychology·2026

Same author

An individual participant data meta-analysis of how physical activity relates to affective well-being in daily life.

Nature human behaviour·2026

Same author

Gender specific associations between potentially traumatic life events and mental health.

European journal of psychotraumatology·2025

Same author

Out of the dark - Psychological perspectives on people's fascination with true crime.

British journal of psychology (London, England : 1953)·2025

Same author

The effect of music listening style on music-induced analgesia.

Stress (Amsterdam, Netherlands)·2025

Same author

Two weeks to tune in: Evaluating the effects of a short-term body scan on interoception.

Applied psychology. Health and well-being·2025

Same journal

Neural Sensitivity to Conversational Inter-Speaker Gaps in the Broad Autism Phenotype.

Psychophysiology·2026

Same journal

Open Communication Can Lead to Equivalent EEG Data Quality for Black Women: Multilevel Modeling Interindividual Differences on Emotional Scene and Face Perception.

Psychophysiology·2026

Same journal

What's in a Mean? Comparing Interbeat Interval Averaging Methods Across Variability Levels and Window Lengths.

Psychophysiology·2026

Same journal

Model-Free and Model-Based Learning in Human Fear Conditioning.

Psychophysiology·2026

Same journal

Examining the Impact of Acute Exercise and Arousal Reappraisal on Stressor-Evoked Psychological and Cardiovascular Responses.

Psychophysiology·2026

Same journal

Respiratory Sinus Arrhythmia and Hierarchical Dimensions of Psychopathology.

Psychophysiology·2026

See all related articles

Search research articles

Related Experiment Video

Updated: Oct 25, 2025

Calculating Heart Rate Variability from ECG Data from Youth with Cerebral Palsy During Active Video Game Sessions

Calculating Heart Rate Variability from ECG Data from Youth with Cerebral Palsy During Active Video Game Sessions

Published on: June 5, 2019

Feelings from the heart: Developing HRV decrease-trigger algorithms via multilevel hyperplane simulation to detect

Andreas R Schwerdtfeger¹, Christian Rominger¹

¹Department of Psychology, University of Graz, Graz, Austria.

Psychophysiology

|August 6, 2021

Summary

This summary is machine-generated.

Heart rate variability (HRV) changes can indicate psychosocial states. This study developed an algorithm to detect low-quality social interactions by identifying specific HRV reductions, aiding in stress and mental health research.

Keywords:

heart rate variability interactive ambulatory psychophysiological assessment simulation

More Related Videos

Development of a Virtual Reality Assessment of Everyday Living Skills

Development of a Virtual Reality Assessment of Everyday Living Skills

Published on: April 23, 2014

Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment

Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment

Published on: December 11, 2015

Related Experiment Videos

Last Updated: Oct 25, 2025

Calculating Heart Rate Variability from ECG Data from Youth with Cerebral Palsy During Active Video Game Sessions

Calculating Heart Rate Variability from ECG Data from Youth with Cerebral Palsy During Active Video Game Sessions

Published on: June 5, 2019

Development of a Virtual Reality Assessment of Everyday Living Skills

Development of a Virtual Reality Assessment of Everyday Living Skills

Published on: April 23, 2014

Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment

Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment

Published on: December 11, 2015

Area of Science:

Psychophysiology
Computational Psychiatry
Behavioral Science

Background:

Heart rate variability (HRV) is linked to psychosocial factors like stress and social support.
Existing ecological momentary assessment methods struggle to precisely link real-time cardiac and psychosocial data.
Metabolic changes can confound HRV-psychosocial relationship analysis.

Purpose of the Study:

To develop and validate an algorithm for detecting psychosocial states via HRV changes.
To control for metabolic influences on cardiac activity during HRV analysis.
To identify specific HRV patterns indicative of low-quality social interactions.

Main Methods:

Developed an algorithm to detect non-metabolic HRV decreases.
Systematically manipulated algorithm settings (e.g., 13 HRV decreases in 29 minutes).
Used multilevel models to predict social support levels based on HRV triggers.

Main Results:

Identified a specific algorithm setting (13 HRV decreases/29 min) sensitive to low-quality social interactions.
Demonstrated the potential for automated, online assessment of psychosocial states using HRV.
Effect estimates and power simulations guided the selection of robust algorithm parameters.

Conclusions:

The proposed algorithm offers a promising method for objective, real-time assessment of psychosocial states.
Further refinement and validation are needed for clinical and research applications.
This approach advances the understanding of cardiac-psychosocial interactions in daily life.