Evidence map›Paper›PMID 41266574›Full record

ArticleScientific reports2025

Standard deviation of pulse pressure measured using wearable devices improves the estimation of acute psychological stress.

Tomohisa Shiotani, Masayuki Minakata, Eiji Toyoda, Chiharu Odane, Uday Mitsuyasu, Takashi Nakao

Abstract read
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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Tomohisa ShiotaniMarketing Division, Digital Health Promotion Department, Nitto Denko Corporation, 1-1-2 Shimohozumi, Ibaraki-shi, Osaka, Japan. tomohisa.shiotani@nitto.com.
Masayuki MinakataMarketing Division, Digital Health Promotion Department, Nitto Denko Corporation, 1-1-2 Shimohozumi, Ibaraki-shi, Osaka, Japan.
Eiji ToyodaSocial Care Division, Digital Health Promotion Department, Nitto Denko Corporation, 1-1-2 Shimohozumi, Ibaraki-shi, Osaka, Japan.
Chiharu OdaneSocial Care Division, Digital Health Promotion Department, Nitto Denko Corporation, 1-1-2 Shimohozumi, Ibaraki-shi, Osaka, Japan.
Uday MitsuyasuSocial Care Division, Digital Health Promotion Department, Nitto Denko Corporation, 1-1-2 Shimohozumi, Ibaraki-shi, Osaka, Japan.
Takashi NakaoGraduate School of Human and Social Sciences, Hiroshima University, 1-1-1 Kagamiyama, Higashihiroshima-shi, Hiroshima, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Recent technical innovations have increased the use of physiological information as objective indices for stress measurement. Early detection of acute stress can minimize long-term stress burdens by aiding in the prevention and treatment of stress-related physical and mental health problems. The standard deviation of pulse pressure (SDPP) has recently emerged as an objective index for measuring stress. However, the causal relationship between acute stress and SDPP has not been verified, and it is unclear whether SDPP can detect stress responses that conventional indices cannot. This study investigated whether SDPP, measured using a wearable device, can be used as a stress assessment index to detect acute psychological stress and improve the accuracy of stress estimation in healthy participants who were subjected to the trier social stress test (TSST). A total of 114 healthy volunteers were randomly divided into the stress- induced (Stressed) and non-stress (Control) groups. Heart rate (HR) and heart rate variability (HRV), which are indices of the autonomic nervous system, and salivary cortisol, an endocrine marker, were used as objective stress indices. Psychological evaluations (POMS2, STAI) were employed as subjective assessments. The relationships between these measurements and SDPP were evaluated. The results indicated that SDPP was significantly higher in the Stressed group, confirming that SDPP reflects induced stress. Furthermore, logistic regression analysis showed that adding SDPP to HR, HRV, and cortisol can improve the accuracy of estimating stress presence. Moreover, a multilevel analysis revealed that SDPP can enhance the estimation of psychological evaluation (POMS [total mood disturbance]) scores. The results suggest that SDPP can estimate the degree of stress experienced by an individual and monitor stress responses undetectable by conventional indices.

Indexed as

Blood PressureStress, PsychologicalWearable Electronic DevicesAdultFemaleHeart RateHumansHydrocortisoneMaleSalivaYoung AdultHydrocortisoneHeart rateHeart rate variabilityPulse pressureSalivary cortisolStandard deviation of pulse pressureStress monitoringTrier social stress testWearable device

Identifiers

PMID41266574
PMCPMC12635272

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.