Pregnant women's daily patterns of well-being before and during the COVID-19 pandemic in Finland: Longitudinal monitoring through smartwatch technology

dc.contributor.authorNiela-Vilen Hannakaisa
dc.contributor.authorAuxier Jennifer
dc.contributor.authorEkholm Eeva
dc.contributor.authorSarhaddi Fatemeh
dc.contributor.authorMehrabadi Milad Asgari
dc.contributor.authorMahmoudzadeh Aysan
dc.contributor.authorAzimi Iman
dc.contributor.authorLiljeberg Pasi
dc.contributor.authorRahmani Amir
dc.contributor.authorAxelin Anna
dc.contributor.organizationfi=hoitotieteen laitos|en=Department of Nursing Science|
dc.contributor.organizationfi=synnytys- ja naistentautioppi|en=Obstetrics and Gynaecology|
dc.contributor.organizationfi=terveysteknologia|en=Health Technology|
dc.contributor.organizationfi=tietotekniikan laitos|en=Department of Computing|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.27201741504
dc.contributor.organization-code1.2.246.10.2458963.20.28696315432
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.contributor.organization-code1.2.246.10.2458963.20.74725736230
dc.contributor.organization-code2607400
dc.contributor.organization-code2610300
dc.converis.publication-id54618031
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/54618031
dc.date.accessioned2022-10-28T14:07:39Z
dc.date.available2022-10-28T14:07:39Z
dc.description.abstractBackground: Technology enables the continuous monitoring of personal health parameter data during pregnancy regardless of the disruption of normal daily life patterns. Our research group has established a project investigating the usefulness of an Internet of Things-based system and smartwatch technology for monitoring women during pregnancy to explore variations in stress, physical activity and sleep. The aim of this study was to examine daily patterns of well-being in pregnant women before and during the national stay-at-home restrictions related to the COVID-19 pandemic in Finland.<div><br></div><div>Methods: A longitudinal cohort study design was used to monitor pregnant women in their everyday settings. Two cohorts of pregnant women were recruited. In the first wave in January-December 2019, pregnant women with histories of preterm births (gestational weeks 22-36) or late miscarriages (gestational weeks 12-21); and in the second wave between October 2019 and March 2020, pregnant women with histories of full-term births (gestational weeks 37-42) and no pregnancy losses were recruited. The final sample size for this study was 38 pregnant women. The participants continuously used the Samsung Gear Sport smartwatch and their heart rate variability, and physical activity and sleep data were collected. Subjective stress, activity and sleep reports were collected using a smartphone application developed for this study. Data between February 12 to April 8, 2020 were included to cover four-week periods before and during the national stay-at-home restrictions. Hierarchical linear mixed models were exploited to analyze the trends in the outcome variables.</div><div><br></div><div>Results: The pandemic-related restrictions were associated with changes in heart rate variability: the standard deviation of all normal inter-beat intervals (p = 0.034), low-frequency power (p = 0.040) and the low-frequency/high-frequency ratio (p = 0.013) increased compared with the weeks before the restrictions. Women's subjectively evaluated stress levels also increased significantly. Physical activity decreased when the restrictions were set and as pregnancy proceeded. The total sleep time also decreased as pregnancy proceeded, but pandemic-related restrictions were not associated with sleep. Daily rhythms changed in that the participants overall started to sleep later and woke up later.</div><div><br></div><div>Conclusions: The findings showed that Finnish pregnant women coped well with the pandemic-related restrictions and lockdown environment in terms of stress, physical activity and sleep.</div>
dc.identifier.jour-issn1932-6203
dc.identifier.olddbid186424
dc.identifier.oldhandle10024/169518
dc.identifier.urihttps://www.utupub.fi/handle/11111/38485
dc.identifier.urlhttps://doi.org/10.1371/journal.pone.0246494
dc.identifier.urnURN:NBN:fi-fe2021093048933
dc.language.isoen
dc.okm.affiliatedauthorNiela-Vilen, Hannakaisa
dc.okm.affiliatedauthorAuxier, Jennifer
dc.okm.affiliatedauthorEkholm, Eeva
dc.okm.affiliatedauthorSarhaddi, Fatemeh
dc.okm.affiliatedauthorAzimi, Iman
dc.okm.affiliatedauthorLiljeberg, Pasi
dc.okm.affiliatedauthorAxelin, Anna
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline217 Medical engineeringen_GB
dc.okm.discipline3123 Gynaecology and paediatricsen_GB
dc.okm.discipline316 Nursingen_GB
dc.okm.discipline217 Lääketieteen tekniikkafi_FI
dc.okm.discipline3123 Naisten- ja lastentauditfi_FI
dc.okm.discipline316 Hoitotiedefi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherPUBLIC LIBRARY SCIENCE
dc.publisher.countryUnited Statesen_GB
dc.publisher.countryYhdysvallat (USA)fi_FI
dc.publisher.country-codeUS
dc.relation.articlenumberARTN e0246494
dc.relation.doi10.1371/journal.pone.0246494
dc.relation.ispartofjournalPLoS ONE
dc.relation.volume16
dc.source.identifierhttps://www.utupub.fi/handle/10024/169518
dc.titlePregnant women's daily patterns of well-being before and during the COVID-19 pandemic in Finland: Longitudinal monitoring through smartwatch technology
dc.year.issued2021

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