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[{"key": "dc.contributor.advisor", "value": "Kujala, Tuomo", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Salo, Petri", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2024-12-13T06:59:16Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2024-12-13T06:59:16Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2024", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/98991", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "The popularity of physiological sensors is rising, with more people using smartwatches to monitor stress and optimize performance based on physiological data. However, recent studies show that physiological stress often differs from perceived stress, which can lead users to misinterpret these signals and make detrimental health decisions. This study investigated factors contributing to this discrepancy and the mechanisms underlying perceived stress. A multilevel linear mixed-effects model was applied to examine the relationship between perceived and physiological stress and to evaluate the moderating effects of attentional styles, the Big Five personality traits, and metacognitive beliefs on this relationship. Self-report questionnaires were used to assess these psychological factors and perceived stress. Physiological stress was measured daily for one month using Garmin smartwatches in a sample (N = 5) of highly educated adults aged 28\u201345. Results indicated no association between physiological and perceived stress nor moderation by attentional styles, personality traits, or metacognitive beliefs. Exploratory findings suggested that conscientiousness, extraversion, and metacognitive beliefs predicted perceived stress. Understanding how users interpret and trust physiological stress measurements is vital for developing user-friendly technologies that support informed decision-making and promote well-being. Despite its limitations, this study proposes a methodology for identifying factors influencing the relationship between physiological and perceived stress.\n\nKeywords: attentional styles, the Big Five personality traits, linear mixed-effects model, metacognitive beliefs, perceived stress, physiological measurements, smartwatches", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Fysiologisten sensorien suosion kasvaessa yh\u00e4 useammat ihmiset k\u00e4ytt\u00e4v\u00e4t \u00e4lykelloja seuratakseen stressi\u00e4 ja optimoidakseen suorituskyky\u00e4\u00e4n fysiologisen datan perusteella. Tutkimukset osoittavat, ett\u00e4 fysiologinen stressi eroaa usein koetusta stressist\u00e4, mik\u00e4 voi saada k\u00e4ytt\u00e4j\u00e4t tulkitsemaan n\u00e4it\u00e4 signaaleja v\u00e4\u00e4rin ja tekem\u00e4\u00e4n haitallisia terveyteen liittyvi\u00e4 p\u00e4\u00e4t\u00f6ksi\u00e4. T\u00e4ss\u00e4 tutkimuksessa tutkittiin t\u00e4h\u00e4n ristiriitaan vaikuttavia tekij\u00f6it\u00e4 ja koetun stressin taustalla vaikuttavia mekanismeja. Lineaarista monitasomallia k\u00e4ytettiin koetun ja fysiologisen stressin v\u00e4lisen suhteen tutkimisessa sek\u00e4 arvioidessa tarkkaavaisuustyylien, viiden suuren persoonallisuuspiirteen ja metakognitiivisten uskomusten moderoivia vaikutuksia t\u00e4h\u00e4n suhteeseen. N\u00e4it\u00e4 psykologisia tekij\u00f6it\u00e4 ja koettua stressi\u00e4 arvioitiin kyselylomakkeilla. Fysiologista stressi\u00e4 mitattiin p\u00e4ivitt\u00e4in yhden kuukauden ajan Garmin-\u00e4lykelloilla korkeasti koulutetuilla 28\u201345-vuotiailla aikuisilla (N = 5). Tuloksissa ei havaittu yhteytt\u00e4 fysiologisen ja koetun stressin v\u00e4lill\u00e4, eiv\u00e4tk\u00e4 tarkkaavaisuustyylit, persoonallisuuden piirteet tai metakognitiiviset uskomukset moderoineet yhteytt\u00e4. Eksploratiiviset tulokset viittasivat siihen, ett\u00e4 tunnollisuus, ekstraversio ja metakognitiiviset uskomukset ennustivat koettua stressi\u00e4. Ymm\u00e4rrys k\u00e4ytt\u00e4jien fysiologisiin stressimittauksiin kohdistuvasta luottamuksesta ja mittausten tulkinnasta on t\u00e4rke\u00e4\u00e4 kehitett\u00e4ess\u00e4 k\u00e4ytt\u00e4j\u00e4yst\u00e4v\u00e4llisi\u00e4 teknologioita, jotka tukevat tietoista p\u00e4\u00e4t\u00f6ksentekoa ja edist\u00e4v\u00e4t hyvinvointia. Rajoitteistaan huolimatta tutkimus tarjoaa metodologisia ehdotuksia fysiologisen ja koetun stressin suhteeseen vaikuttavien tekij\u00f6iden tunnistamiseksi.\n\nAsiasanat: fysiologiset mittaukset, koettu stressi, lineaarinen monitasomalli, metakognitiiviset uskomukset, tarkkaavaisuustyylit, viisi suurta persoonallisuuden piirrett\u00e4, \u00e4lykellot", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by jyx lomake-julkaisija (jyx-julkaisija.group@korppi.jyu.fi) on 2024-12-13T06:59:16Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2024-12-13T06:59:16Z (GMT). No. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "77", "language": null, "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.format.mimetype", "value": "application/pdf", "language": null, "element": "format", "qualifier": "mimetype", "schema": "dc"}, {"key": "dc.language.iso", "value": "eng", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "CC BY 4.0", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.title", "value": "Mind-Body Problem: Investigating the Gap Between Physiological and Perceived Stress Using Smartwatch Data", "language": null, "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "master thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-202412137813", "language": null, "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Information Technology", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Master\u2019s Degree Programme in Cognitive Science", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Kognitiotieteen maisteriohjelma", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_bdcc", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.copyright", "value": "\u00a9 The Author(s)", "language": null, "element": "rights", "qualifier": "copyright", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "openAccess", "language": null, "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "masterThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.format.content", "value": "fulltext", "language": null, "element": "format", "qualifier": "content", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://creativecommons.org/licenses/by/4.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}]
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