Cargando…
Use of wearable sensors to assess compliance of asthmatic children in response to lockdown measures for the COVID-19 epidemic
Between March and April 2020, Cyprus and Greece health authorities enforced three escalated levels of public health interventions to control the COVID-19 pandemic. We quantified compliance of 108 asthmatic schoolchildren (53 from Cyprus, 55 from Greece, mean age 9.7 years) from both countries to int...
Autores principales: | , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7971022/ https://www.ncbi.nlm.nih.gov/pubmed/33723342 http://dx.doi.org/10.1038/s41598-021-85358-4 |
_version_ | 1783666536525856768 |
---|---|
author | Kouis, Panayiotis Michanikou, Antonis Anagnostopoulou, Pinelopi Galanakis, Emmanouil Michaelidou, Eleni Dimitriou, Helen Matthaiou, Andreas M. Kinni, Paraskevi Achilleos, Souzana Zacharatos, Harris Papatheodorou, Stefania I. Koutrakis, Petros Nikolopoulos, Georgios K. Yiallouros, Panayiotis K. |
author_facet | Kouis, Panayiotis Michanikou, Antonis Anagnostopoulou, Pinelopi Galanakis, Emmanouil Michaelidou, Eleni Dimitriou, Helen Matthaiou, Andreas M. Kinni, Paraskevi Achilleos, Souzana Zacharatos, Harris Papatheodorou, Stefania I. Koutrakis, Petros Nikolopoulos, Georgios K. Yiallouros, Panayiotis K. |
author_sort | Kouis, Panayiotis |
collection | PubMed |
description | Between March and April 2020, Cyprus and Greece health authorities enforced three escalated levels of public health interventions to control the COVID-19 pandemic. We quantified compliance of 108 asthmatic schoolchildren (53 from Cyprus, 55 from Greece, mean age 9.7 years) from both countries to intervention levels, using wearable sensors to continuously track personal location and physical activity. Changes in ‘fraction time spent at home’ and ‘total steps/day’ were assessed with a mixed-effects model adjusting for confounders. We observed significant mean increases in ‘fraction time spent at home’ in Cyprus and Greece, during each intervention level by 41.4% and 14.3% (level 1), 48.7% and 23.1% (level 2) and 45.2% and 32.0% (level 3), respectively. Physical activity in Cyprus and Greece demonstrated significant mean decreases by − 2,531 and − 1,191 (level 1), − 3,638 and − 2,337 (level 2) and − 3,644 and − 1,961 (level 3) total steps/day, respectively. Significant independent effects of weekends and age were found on ‘fraction time spent at home’. Similarly, weekends, age, humidity and gender had an independent effect on physical activity. We suggest that wearable technology provides objective, continuous, real-time location and activity data making possible to inform in a timely manner public health officials on compliance to various tiers of public health interventions during a pandemic. |
format | Online Article Text |
id | pubmed-7971022 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79710222021-03-19 Use of wearable sensors to assess compliance of asthmatic children in response to lockdown measures for the COVID-19 epidemic Kouis, Panayiotis Michanikou, Antonis Anagnostopoulou, Pinelopi Galanakis, Emmanouil Michaelidou, Eleni Dimitriou, Helen Matthaiou, Andreas M. Kinni, Paraskevi Achilleos, Souzana Zacharatos, Harris Papatheodorou, Stefania I. Koutrakis, Petros Nikolopoulos, Georgios K. Yiallouros, Panayiotis K. Sci Rep Article Between March and April 2020, Cyprus and Greece health authorities enforced three escalated levels of public health interventions to control the COVID-19 pandemic. We quantified compliance of 108 asthmatic schoolchildren (53 from Cyprus, 55 from Greece, mean age 9.7 years) from both countries to intervention levels, using wearable sensors to continuously track personal location and physical activity. Changes in ‘fraction time spent at home’ and ‘total steps/day’ were assessed with a mixed-effects model adjusting for confounders. We observed significant mean increases in ‘fraction time spent at home’ in Cyprus and Greece, during each intervention level by 41.4% and 14.3% (level 1), 48.7% and 23.1% (level 2) and 45.2% and 32.0% (level 3), respectively. Physical activity in Cyprus and Greece demonstrated significant mean decreases by − 2,531 and − 1,191 (level 1), − 3,638 and − 2,337 (level 2) and − 3,644 and − 1,961 (level 3) total steps/day, respectively. Significant independent effects of weekends and age were found on ‘fraction time spent at home’. Similarly, weekends, age, humidity and gender had an independent effect on physical activity. We suggest that wearable technology provides objective, continuous, real-time location and activity data making possible to inform in a timely manner public health officials on compliance to various tiers of public health interventions during a pandemic. Nature Publishing Group UK 2021-03-15 /pmc/articles/PMC7971022/ /pubmed/33723342 http://dx.doi.org/10.1038/s41598-021-85358-4 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Kouis, Panayiotis Michanikou, Antonis Anagnostopoulou, Pinelopi Galanakis, Emmanouil Michaelidou, Eleni Dimitriou, Helen Matthaiou, Andreas M. Kinni, Paraskevi Achilleos, Souzana Zacharatos, Harris Papatheodorou, Stefania I. Koutrakis, Petros Nikolopoulos, Georgios K. Yiallouros, Panayiotis K. Use of wearable sensors to assess compliance of asthmatic children in response to lockdown measures for the COVID-19 epidemic |
title | Use of wearable sensors to assess compliance of asthmatic children in response to lockdown measures for the COVID-19 epidemic |
title_full | Use of wearable sensors to assess compliance of asthmatic children in response to lockdown measures for the COVID-19 epidemic |
title_fullStr | Use of wearable sensors to assess compliance of asthmatic children in response to lockdown measures for the COVID-19 epidemic |
title_full_unstemmed | Use of wearable sensors to assess compliance of asthmatic children in response to lockdown measures for the COVID-19 epidemic |
title_short | Use of wearable sensors to assess compliance of asthmatic children in response to lockdown measures for the COVID-19 epidemic |
title_sort | use of wearable sensors to assess compliance of asthmatic children in response to lockdown measures for the covid-19 epidemic |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7971022/ https://www.ncbi.nlm.nih.gov/pubmed/33723342 http://dx.doi.org/10.1038/s41598-021-85358-4 |
work_keys_str_mv | AT kouispanayiotis useofwearablesensorstoassesscomplianceofasthmaticchildreninresponsetolockdownmeasuresforthecovid19epidemic AT michanikouantonis useofwearablesensorstoassesscomplianceofasthmaticchildreninresponsetolockdownmeasuresforthecovid19epidemic AT anagnostopouloupinelopi useofwearablesensorstoassesscomplianceofasthmaticchildreninresponsetolockdownmeasuresforthecovid19epidemic AT galanakisemmanouil useofwearablesensorstoassesscomplianceofasthmaticchildreninresponsetolockdownmeasuresforthecovid19epidemic AT michaelidoueleni useofwearablesensorstoassesscomplianceofasthmaticchildreninresponsetolockdownmeasuresforthecovid19epidemic AT dimitriouhelen useofwearablesensorstoassesscomplianceofasthmaticchildreninresponsetolockdownmeasuresforthecovid19epidemic AT matthaiouandreasm useofwearablesensorstoassesscomplianceofasthmaticchildreninresponsetolockdownmeasuresforthecovid19epidemic AT kinniparaskevi useofwearablesensorstoassesscomplianceofasthmaticchildreninresponsetolockdownmeasuresforthecovid19epidemic AT achilleossouzana useofwearablesensorstoassesscomplianceofasthmaticchildreninresponsetolockdownmeasuresforthecovid19epidemic AT zacharatosharris useofwearablesensorstoassesscomplianceofasthmaticchildreninresponsetolockdownmeasuresforthecovid19epidemic AT papatheodoroustefaniai useofwearablesensorstoassesscomplianceofasthmaticchildreninresponsetolockdownmeasuresforthecovid19epidemic AT koutrakispetros useofwearablesensorstoassesscomplianceofasthmaticchildreninresponsetolockdownmeasuresforthecovid19epidemic AT nikolopoulosgeorgiosk useofwearablesensorstoassesscomplianceofasthmaticchildreninresponsetolockdownmeasuresforthecovid19epidemic AT yiallourospanayiotisk useofwearablesensorstoassesscomplianceofasthmaticchildreninresponsetolockdownmeasuresforthecovid19epidemic |