Key result
Prolonged additional heart rate is linked to marginally higher momentary negative affect in healthy individuals.
Why the study?
Scalable methods to detect physiological stress responses in daily life are lacking.
Does additional heart rate (aHR) derived from 24-hour ECG and accelerometer recordings reliably detect physiological stress responses and associate with affective states in healthy individuals?
Observational (n=827)
Does additional heart rate (aHR) derived from 24-hour ECG and accelerometer recordings reliably detect physiological stress responses and associate with affective states in healthy individuals?
Correcting heart rate for physical activity and posture can enable the detection of physiological stress responses in daily life, providing a scalable method to study the link between chronic stress and somatic disease.
Answers are grounded in this paper and cite their sources.
aHR enables scalable detection of prolonged daily stress responses; hypothesis-generating for somatic disease links.
Repeated physiological stress responding in daily life is a main mediator of the association between chronic stress and somatic disease. Scalable methods to detect physiological stress responses in daily life are lacking. A potential solution is “additional heart rate” (aHR), which estimates cardiac autonomic responses to psychological stress by subtracting the expected heart rate based on physical activity and posture from the observed heart rate. Here, we identified prolonged periods (>6 min) of substantial increases (>10 BPM) in aHR (aHR periods) in 24-hour recordings of electrocardiogram and accelerometer signals in a healthy sample (n=827). We examined the heritability and test-retest reliability of the total duration and mean intensity of aHR periods in an exploratory analysis, and then their association with individual characteristics and affective states. Results revealed moderate temporal test-retest reliability (r=.42 and.40) and modest heritability (h²=.15 and.11) of the duration and intensity of aHR periods. Duration and intensity of aHR periods decreased significantly with age (R 2 =.02) and BMI (R 2 =.01), and males exhibited longer aHR periods than females (3.93 vs 3.20 min/hour, t=3.16). Neuroticism and exercise behavior were not associated with duration or intensity of aHR periods. Within-person analyses revealed a marginal positive association of aHR periods with momentary negative affect (β=0.095, p=.033), but not with positive affect. Correcting heart rate for physical activity and posture can thus enable detection of physiological stress responses in daily life, but monitoring over longer periods of weeks to months is necessary to characterize individual risk for stress-related disease outcomes.
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Ven et al. (2026) conducted an observational in Healthy (n=827). Additional heart rate (aHR) periods was evaluated on Momentary negative affect (β=0.095, p=0.033). Prolonged periods of additional heart rate (aHR) were marginally positively associated with momentary negative affect in healthy individuals.
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