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Evaluation of Mindfulness State for the Students Using a Wearable Measurement System
PURPOSE: This study aimed to develop and evaluate the feasibility and preliminary efficiency of a methodology to measure the mindfulness state using a wearable device (“Cap”) capable of monitoring students’ levels of full attention by means of real-time measured heart rate variability (HRV). METHODS...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8482961/ https://www.ncbi.nlm.nih.gov/pubmed/34608381 http://dx.doi.org/10.1007/s40846-021-00658-4 |
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author | Chiovato, André Demarzo, Marcelo Notargiacomo, Pollyana |
author_facet | Chiovato, André Demarzo, Marcelo Notargiacomo, Pollyana |
author_sort | Chiovato, André |
collection | PubMed |
description | PURPOSE: This study aimed to develop and evaluate the feasibility and preliminary efficiency of a methodology to measure the mindfulness state using a wearable device (“Cap”) capable of monitoring students’ levels of full attention by means of real-time measured heart rate variability (HRV). METHODS: The device was developed to export the data to the user’s smartphone via Bluetooth, which in turn stores the securely accessible data in the cloud. The autonomous wearable device consists of electronic boards of the Arduino platform that detect the period in milliseconds between two subsequent referential R peaks of the QRS complex wave through infrared oxygenation sensor. RESULTS: In a population of 13 subjects (8 female, 5 male, age 16.1 years [Formula: see text] ), the Z-test ([Formula: see text] ) using rMSSD (root mean squared successive differences) and the Toronto Mindfulness (Curiosity) Scale within two 50 min windows, shows that increased HRV values converge to high values for the mindfulness state when the time difference between [Formula: see text] and [Formula: see text] samples is greater than 88 ms. CONCLUSION: The device proved to be viable and potentially effective for measuring the state of mindfulness. Thus, further studies should be conducted to test it on a large scale as well as in real classroom situations. |
format | Online Article Text |
id | pubmed-8482961 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-84829612021-09-30 Evaluation of Mindfulness State for the Students Using a Wearable Measurement System Chiovato, André Demarzo, Marcelo Notargiacomo, Pollyana J Med Biol Eng Review Article PURPOSE: This study aimed to develop and evaluate the feasibility and preliminary efficiency of a methodology to measure the mindfulness state using a wearable device (“Cap”) capable of monitoring students’ levels of full attention by means of real-time measured heart rate variability (HRV). METHODS: The device was developed to export the data to the user’s smartphone via Bluetooth, which in turn stores the securely accessible data in the cloud. The autonomous wearable device consists of electronic boards of the Arduino platform that detect the period in milliseconds between two subsequent referential R peaks of the QRS complex wave through infrared oxygenation sensor. RESULTS: In a population of 13 subjects (8 female, 5 male, age 16.1 years [Formula: see text] ), the Z-test ([Formula: see text] ) using rMSSD (root mean squared successive differences) and the Toronto Mindfulness (Curiosity) Scale within two 50 min windows, shows that increased HRV values converge to high values for the mindfulness state when the time difference between [Formula: see text] and [Formula: see text] samples is greater than 88 ms. CONCLUSION: The device proved to be viable and potentially effective for measuring the state of mindfulness. Thus, further studies should be conducted to test it on a large scale as well as in real classroom situations. Springer Berlin Heidelberg 2021-09-30 2021 /pmc/articles/PMC8482961/ /pubmed/34608381 http://dx.doi.org/10.1007/s40846-021-00658-4 Text en © Taiwanese Society of Biomedical Engineering 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Review Article Chiovato, André Demarzo, Marcelo Notargiacomo, Pollyana Evaluation of Mindfulness State for the Students Using a Wearable Measurement System |
title | Evaluation of Mindfulness State for the Students Using a Wearable Measurement System |
title_full | Evaluation of Mindfulness State for the Students Using a Wearable Measurement System |
title_fullStr | Evaluation of Mindfulness State for the Students Using a Wearable Measurement System |
title_full_unstemmed | Evaluation of Mindfulness State for the Students Using a Wearable Measurement System |
title_short | Evaluation of Mindfulness State for the Students Using a Wearable Measurement System |
title_sort | evaluation of mindfulness state for the students using a wearable measurement system |
topic | Review Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8482961/ https://www.ncbi.nlm.nih.gov/pubmed/34608381 http://dx.doi.org/10.1007/s40846-021-00658-4 |
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