FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3173422420> ?p ?o ?g. }

• W3173422420 abstract "Abstract Background Increasing efforts toward prevention of stress-related mental disorders have created a need for unobtrusive real-life monitoring of stress-related symptoms. Wearable devices have emerged as a possible solution to aid in this process, but their use in real-life stress detection has not been systematically investigated. Methods Using ecological momentary assessments (EMA) combined with wearable biosensors for ecological physiological assessments (EPA), we investigated the impact of an ecological stressor (i.e., an exam week) on physiological arousal and affect. With this paradigm we investigated whether we could use wearable devices to detect stress states using machine learning models. Results During stressful high-stake exam (versus control) weeks, participants reported increased negative affect and decreased positive affect. Intriguingly, physiological arousal was decreased on average during the exam week. Time-resolved analyses revealed peaks in physiological arousal associated with both self-reported stress and self-reported positive affect, while the overall decrease in physiological arousal was mediated by lower positive affect during the stress period. We then used machine learning to show that a combination of EMA and physiology yields optimal identification of stress states. Conclusions Our findings highlight the potential of wearable biosensors in stress-related mental-health monitoring, but critically show that psychological context is essential for interpreting physiological arousal detected using these devices." @default.
• W3173422420 created "2021-07-05" @default.
• W3173422420 creator A5011752695 @default.
• W3173422420 creator A5017597907 @default.
• W3173422420 creator A5021613630 @default.
• W3173422420 creator A5025421344 @default.
• W3173422420 creator A5037520374 @default.
• W3173422420 creator A5056794278 @default.
• W3173422420 creator A5077600021 @default.
• W3173422420 date "2021-06-30" @default.
• W3173422420 modified "2023-09-30" @default.
• W3173422420 title "Using wearable biosensors and ecological momentary assessments for the detection of prolonged stress in real life" @default.
• W3173422420 cites W1959260842 @default.
• W3173422420 cites W2027266940 @default.
• W3173422420 cites W2080898270 @default.
• W3173422420 cites W2130041471 @default.
• W3173422420 cites W2137787480 @default.
• W3173422420 cites W2145241717 @default.
• W3173422420 cites W2165857685 @default.
• W3173422420 cites W2171413723 @default.
• W3173422420 cites W2171801645 @default.
• W3173422420 cites W2281965232 @default.
• W3173422420 cites W2336430914 @default.
• W3173422420 cites W2414928218 @default.
• W3173422420 cites W2504825117 @default.
• W3173422420 cites W2732051544 @default.
• W3173422420 cites W2763081536 @default.
• W3173422420 cites W2774486220 @default.
• W3173422420 cites W2799906101 @default.
• W3173422420 cites W2888126963 @default.
• W3173422420 cites W2904966308 @default.
• W3173422420 cites W2913593212 @default.
• W3173422420 cites W2937019035 @default.
• W3173422420 cites W2953159832 @default.
• W3173422420 cites W2969482845 @default.
• W3173422420 cites W2993886326 @default.
• W3173422420 cites W3085042055 @default.
• W3173422420 cites W3204056100 @default.
• W3173422420 cites W4205174226 @default.
• W3173422420 cites W4212855777 @default.
• W3173422420 cites W4214621957 @default.
• W3173422420 cites W4238834309 @default.
• W3173422420 doi "https://doi.org/10.1101/2021.06.29.450360" @default.
• W3173422420 hasPublicationYear "2021" @default.
• W3173422420 type Work @default.
• W3173422420 sameAs 3173422420 @default.
• W3173422420 citedByCount "4" @default.
• W3173422420 countsByYear W31734224202023 @default.
• W3173422420 crossrefType "posted-content" @default.
• W3173422420 hasAuthorship W3173422420A5011752695 @default.
• W3173422420 hasAuthorship W3173422420A5017597907 @default.
• W3173422420 hasAuthorship W3173422420A5021613630 @default.
• W3173422420 hasAuthorship W3173422420A5025421344 @default.
• W3173422420 hasAuthorship W3173422420A5037520374 @default.
• W3173422420 hasAuthorship W3173422420A5056794278 @default.
• W3173422420 hasAuthorship W3173422420A5077600021 @default.
• W3173422420 hasBestOaLocation W31734224201 @default.
• W3173422420 hasConcept C118552586 @default.
• W3173422420 hasConcept C125370674 @default.
• W3173422420 hasConcept C126322002 @default.
• W3173422420 hasConcept C134362201 @default.
• W3173422420 hasConcept C138885662 @default.
• W3173422420 hasConcept C149635348 @default.
• W3173422420 hasConcept C150594956 @default.
• W3173422420 hasConcept C151730666 @default.
• W3173422420 hasConcept C15744967 @default.
• W3173422420 hasConcept C21036866 @default.
• W3173422420 hasConcept C2776035688 @default.
• W3173422420 hasConcept C2779343474 @default.
• W3173422420 hasConcept C2984493583 @default.
• W3173422420 hasConcept C36951298 @default.
• W3173422420 hasConcept C41008148 @default.
• W3173422420 hasConcept C41895202 @default.
• W3173422420 hasConcept C46312422 @default.
• W3173422420 hasConcept C54290928 @default.
• W3173422420 hasConcept C70410870 @default.
• W3173422420 hasConcept C71924100 @default.
• W3173422420 hasConcept C77805123 @default.
• W3173422420 hasConcept C86803240 @default.
• W3173422420 hasConceptScore W3173422420C118552586 @default.
• W3173422420 hasConceptScore W3173422420C125370674 @default.
• W3173422420 hasConceptScore W3173422420C126322002 @default.
• W3173422420 hasConceptScore W3173422420C134362201 @default.
• W3173422420 hasConceptScore W3173422420C138885662 @default.
• W3173422420 hasConceptScore W3173422420C149635348 @default.
• W3173422420 hasConceptScore W3173422420C150594956 @default.
• W3173422420 hasConceptScore W3173422420C151730666 @default.
• W3173422420 hasConceptScore W3173422420C15744967 @default.
• W3173422420 hasConceptScore W3173422420C21036866 @default.
• W3173422420 hasConceptScore W3173422420C2776035688 @default.
• W3173422420 hasConceptScore W3173422420C2779343474 @default.
• W3173422420 hasConceptScore W3173422420C2984493583 @default.
• W3173422420 hasConceptScore W3173422420C36951298 @default.
• W3173422420 hasConceptScore W3173422420C41008148 @default.
• W3173422420 hasConceptScore W3173422420C41895202 @default.
• W3173422420 hasConceptScore W3173422420C46312422 @default.
• W3173422420 hasConceptScore W3173422420C54290928 @default.
• W3173422420 hasConceptScore W3173422420C70410870 @default.
• W3173422420 hasConceptScore W3173422420C71924100 @default.
• W3173422420 hasConceptScore W3173422420C77805123 @default.

• next