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1.
J Vis Exp ; (192)2023 02 03.
Artículo en Inglés | MEDLINE | ID: mdl-36808114

RESUMEN

Wearable sensors, which are often embedded in commercial smartwatches, allow for continuous and non-invasive health measurements and exposure assessments in clinical studies. Nevertheless, the real-life application of these technologies in studies involving a large number of participants for a significant observation period may be hindered by several practical challenges. In this study, we present a modified protocol from a previous intervention study for the mitigation of health effects from desert dust storms. The study involved two distinct population groups: asthmatic children aged 6-11 years and elderly patients with atrial fibrillation (AF). Both groups were equipped with a smartwatch for the assessment of physical activity (using a heart rate monitor, pedometer, and accelerometer) and location (using GPS signals to locate individuals in indoor "at home" or outdoor microenvironments). The participants were required to wear the smartwatch equipped with a data collection application on a daily basis, and data were transmitted via a wireless network to a centrally administered data collection platform for the near real-time assessment of compliance. Over a period of 26 months, more than 250 children and 50 patients with AF participated in the aforementioned study. The main technical challenges identified included restricting access to standard smartwatch features, such as gaming, internet browser, camera, and audio recording applications, technical issues, such as loss of GPS signal, especially in indoor environments, and the internal smartwatch settings interfering with the data collection application. The aim of this protocol is to demonstrate how the use of publicly available application lockers and device automation applications made it possible to address most of these challenges in a simple and cost-effective way. In addition, the inclusion of a Wi-Fi received signal strength indicator significantly improved indoor localization and largely minimized GPS signal misclassification. The implementation of these protocols during the roll-out of this intervention study in the spring of 2020 led to significantly improved results in terms of data completeness and data quality.


Asunto(s)
Fibrilación Atrial , Dispositivos Electrónicos Vestibles , Anciano , Niño , Humanos , Ejercicio Físico , Recolección de Datos
2.
Pediatr Pulmonol ; 57(2): 386-394, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-34818465

RESUMEN

OBJECTIVES: To prospectively quantify at the community level changes in asthma symptom control and other morbidity indices, among asthmatic schoolchildren in response to coronavirus disease 2019 (COVID-19) lockdown measures. METHODS: In Spring 2019 and Spring 2020, we prospectively assessed monthly changes in pediatric asthma control test (c-ACT), asthma medication usage, infections and unscheduled visits for asthma among schoolchildren with active asthma in Cyprus and Greece. We compared asthma symptom control and other morbidity indices before and during lockdown measures, while participants' time spent at home was objectively assessed by wearable sensors. RESULTS: A total of 119 asthmatic children participated in the study during Spring 2020. Compared to a mean baseline (pre-COVID-19 lockdown) c-ACT score of 22.70, adjusted mean increases of 2.58 (95% confidence interval [CI]: 1.91, 3.26, p < 0.001) and 3.57 (95% CI: 2.88, 4.27, p < 0.001) in the 2nd and 3rd monthly assessments were observed after implementation of lockdown measures. A mean increase in c-ACT score of 0.32 (95% CI: 0.17, 0.47, p < 0.001) was noted per 10% increase in the time spent at home. Improvement was more profound in children with severe asthma, while significant reductions in infections, asthma medication usage and unscheduled visits for asthma were also observed. During Spring 2019, 39 children participated in the study in the absence of lockdown measures and no changes in c-ACT or other indices of disease severity were observed. CONCLUSIONS: Clinically meaningful improvements in asthma symptom control, among asthmatic schoolchildren were observed during the COVID-19 lockdown measures in Spring 2020. Improvements were independently associated with time spent at home and were more profound in the children with severe asthma.


Asunto(s)
Asma , COVID-19 , Asma/tratamiento farmacológico , Asma/epidemiología , Niño , Control de Enfermedades Transmisibles , Chipre/epidemiología , Grecia/epidemiología , Humanos , Pandemias , Estudios Prospectivos , SARS-CoV-2
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