<HashMap><database>biostudies-literature</database><scores/><additional><omics_type>Unknown</omics_type><volume>41(6)</volume><submitter>Rosenbach H</submitter><funding>Israel Science Foundation</funding><pubmed_abstract>Daily stressors elicit physiological and mental responses impacting health, cognition, and behaviour. Accurately assessing psychological stress responses in natural settings remains challenging despite extensive research, though wrist-worn devices have the potential to address this gap through remote data collection. The Garmin fitness tracker provides a stress score largely based on HRV which must be validated prior to use in research. This study aimed to (1) predict psychological self-reported stress from physiological measurements and Garmin calculated stress score, and (2) assess the stress score given by the Garmin Vivosmart 4 against HR and HRV from ECG recordings derived by the Polar H10 chest strap. A pilot study of 29 participants was conducted, followed by power calculations and </pubmed_abstract><journal>Stress and health : journal of the International Society for the Investigation of Stress</journal><pagination>e70125</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC12647429</full_dataset_link><repository>biostudies-literature</repository><pubmed_title>Assessing Stress Level Scores Against Wearables-Driven Physiological Measurements.</pubmed_title><pmcid>PMC12647429</pmcid><pubmed_authors>Rosenbach H</pubmed_authors><pubmed_authors>Itzkovitch A</pubmed_authors><pubmed_authors>Gidron Y</pubmed_authors><pubmed_authors>Schonberg T</pubmed_authors></additional><is_claimable>false</is_claimable><name>Assessing Stress Level Scores Against Wearables-Driven Physiological Measurements.</name><description>Daily stressors elicit physiological and mental responses impacting health, cognition, and behaviour. Accurately assessing psychological stress responses in natural settings remains challenging despite extensive research, though wrist-worn devices have the potential to address this gap through remote data collection. The Garmin fitness tracker provides a stress score largely based on HRV which must be validated prior to use in research. This study aimed to (1) predict psychological self-reported stress from physiological measurements and Garmin calculated stress score, and (2) assess the stress score given by the Garmin Vivosmart 4 against HR and HRV from ECG recordings derived by the Polar H10 chest strap. A pilot study of 29 participants was conducted, followed by power calculations and </description><dates><release>2025-01-01T00:00:00Z</release><publication>2025 Dec</publication><modification>2026-06-05T19:52:43.441Z</modification><creation>2026-05-21T03:11:33.645Z</creation></dates><accession>S-EPMC12647429</accession><cross_references><pubmed>41292097</pubmed><doi>10.1002/smi.70125</doi></cross_references></HashMap>