Cargando…

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

BACKGROUND: 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 techn...

Descripción completa

Detalles Bibliográficos
Autores principales: Niela-Vilén, Hannakaisa, Auxier, Jennifer, Ekholm, Eeva, Sarhaddi, Fatemeh, Asgari Mehrabadi, Milad, Mahmoudzadeh, Aysan, Azimi, Iman, Liljeberg, Pasi, Rahmani, Amir M., Axelin, Anna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7857616/
https://www.ncbi.nlm.nih.gov/pubmed/33534854
http://dx.doi.org/10.1371/journal.pone.0246494
_version_ 1783646478571405312
author Niela-Vilén, Hannakaisa
Auxier, Jennifer
Ekholm, Eeva
Sarhaddi, Fatemeh
Asgari Mehrabadi, Milad
Mahmoudzadeh, Aysan
Azimi, Iman
Liljeberg, Pasi
Rahmani, Amir M.
Axelin, Anna
author_facet Niela-Vilén, Hannakaisa
Auxier, Jennifer
Ekholm, Eeva
Sarhaddi, Fatemeh
Asgari Mehrabadi, Milad
Mahmoudzadeh, Aysan
Azimi, Iman
Liljeberg, Pasi
Rahmani, Amir M.
Axelin, Anna
author_sort Niela-Vilén, Hannakaisa
collection PubMed
description BACKGROUND: 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. 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. 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. 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.
format Online
Article
Text
id pubmed-7857616
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-78576162021-02-11 Pregnant women’s daily patterns of well-being before and during the COVID-19 pandemic in Finland: Longitudinal monitoring through smartwatch technology Niela-Vilén, Hannakaisa Auxier, Jennifer Ekholm, Eeva Sarhaddi, Fatemeh Asgari Mehrabadi, Milad Mahmoudzadeh, Aysan Azimi, Iman Liljeberg, Pasi Rahmani, Amir M. Axelin, Anna PLoS One Research Article BACKGROUND: 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. 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. 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. 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. Public Library of Science 2021-02-03 /pmc/articles/PMC7857616/ /pubmed/33534854 http://dx.doi.org/10.1371/journal.pone.0246494 Text en © 2021 Niela-Vilén et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Niela-Vilén, Hannakaisa
Auxier, Jennifer
Ekholm, Eeva
Sarhaddi, Fatemeh
Asgari Mehrabadi, Milad
Mahmoudzadeh, Aysan
Azimi, Iman
Liljeberg, Pasi
Rahmani, Amir M.
Axelin, Anna
Pregnant women’s daily patterns of well-being before and during the COVID-19 pandemic in Finland: Longitudinal monitoring through smartwatch technology
title Pregnant women’s daily patterns of well-being before and during the COVID-19 pandemic in Finland: Longitudinal monitoring through smartwatch technology
title_full Pregnant women’s daily patterns of well-being before and during the COVID-19 pandemic in Finland: Longitudinal monitoring through smartwatch technology
title_fullStr Pregnant women’s daily patterns of well-being before and during the COVID-19 pandemic in Finland: Longitudinal monitoring through smartwatch technology
title_full_unstemmed Pregnant women’s daily patterns of well-being before and during the COVID-19 pandemic in Finland: Longitudinal monitoring through smartwatch technology
title_short Pregnant women’s daily patterns of well-being before and during the COVID-19 pandemic in Finland: Longitudinal monitoring through smartwatch technology
title_sort pregnant women’s daily patterns of well-being before and during the covid-19 pandemic in finland: longitudinal monitoring through smartwatch technology
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7857616/
https://www.ncbi.nlm.nih.gov/pubmed/33534854
http://dx.doi.org/10.1371/journal.pone.0246494
work_keys_str_mv AT nielavilenhannakaisa pregnantwomensdailypatternsofwellbeingbeforeandduringthecovid19pandemicinfinlandlongitudinalmonitoringthroughsmartwatchtechnology
AT auxierjennifer pregnantwomensdailypatternsofwellbeingbeforeandduringthecovid19pandemicinfinlandlongitudinalmonitoringthroughsmartwatchtechnology
AT ekholmeeva pregnantwomensdailypatternsofwellbeingbeforeandduringthecovid19pandemicinfinlandlongitudinalmonitoringthroughsmartwatchtechnology
AT sarhaddifatemeh pregnantwomensdailypatternsofwellbeingbeforeandduringthecovid19pandemicinfinlandlongitudinalmonitoringthroughsmartwatchtechnology
AT asgarimehrabadimilad pregnantwomensdailypatternsofwellbeingbeforeandduringthecovid19pandemicinfinlandlongitudinalmonitoringthroughsmartwatchtechnology
AT mahmoudzadehaysan pregnantwomensdailypatternsofwellbeingbeforeandduringthecovid19pandemicinfinlandlongitudinalmonitoringthroughsmartwatchtechnology
AT azimiiman pregnantwomensdailypatternsofwellbeingbeforeandduringthecovid19pandemicinfinlandlongitudinalmonitoringthroughsmartwatchtechnology
AT liljebergpasi pregnantwomensdailypatternsofwellbeingbeforeandduringthecovid19pandemicinfinlandlongitudinalmonitoringthroughsmartwatchtechnology
AT rahmaniamirm pregnantwomensdailypatternsofwellbeingbeforeandduringthecovid19pandemicinfinlandlongitudinalmonitoringthroughsmartwatchtechnology
AT axelinanna pregnantwomensdailypatternsofwellbeingbeforeandduringthecovid19pandemicinfinlandlongitudinalmonitoringthroughsmartwatchtechnology