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Clinical Evaluation of the Measurement Performance of the Philips Health Watch: A Within-Person Comparative Study

BACKGROUND: Physical inactivity is an important modifiable risk factor for chronic diseases. A new wrist-worn heart rate and activity monitor has been developed for unobtrusive data collection to aid prevention and management of lifestyle-related chronic diseases by means of behavioral change progra...

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Autores principales: Hendrikx, Jos, Ruijs, Loes S, Cox, Lieke GE, Lemmens, Paul MC, Schuijers, Erik GP, Goris, Annelies HC
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5314101/
https://www.ncbi.nlm.nih.gov/pubmed/28153815
http://dx.doi.org/10.2196/mhealth.6893
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author Hendrikx, Jos
Ruijs, Loes S
Cox, Lieke GE
Lemmens, Paul MC
Schuijers, Erik GP
Goris, Annelies HC
author_facet Hendrikx, Jos
Ruijs, Loes S
Cox, Lieke GE
Lemmens, Paul MC
Schuijers, Erik GP
Goris, Annelies HC
author_sort Hendrikx, Jos
collection PubMed
description BACKGROUND: Physical inactivity is an important modifiable risk factor for chronic diseases. A new wrist-worn heart rate and activity monitor has been developed for unobtrusive data collection to aid prevention and management of lifestyle-related chronic diseases by means of behavioral change programs. OBJECTIVE: The objective of the study was to evaluate the performance of total energy expenditure and resting heart rate measures of the Philips health watch. Secondary objectives included the assessment of accuracy of other output parameters of the monitor: heart rate, respiration rate at rest, step count, and activity type recognition. METHODS: A within-person comparative study was performed to assess the performance of the health watch against (medical) reference measures. Participants executed a protocol including 15 minutes of rest and various activities of daily life. A two one-sided tests approach was adopted for testing equivalence. In addition, error metrics such as mean error and mean absolute percentage error (MAPE) were calculated. RESULTS: A total of 29 participants (14 males; mean age 41.2, SD 14.4, years; mean weight 77.2, SD 10.2, kg; mean height 1.8, SD 0.1, m; mean body mass index 25.1, SD 3.1, kg/m(2)) completed the 81-minute protocol. Their mean resting heart rate in beats per minute (bpm) was 64 (SD 7.3). With a mean error of −10 (SD 38.9) kcal and a MAPE of 10% (SD 8.7%), total energy expenditure estimation of the health watch was found to be within the 15% predefined equivalence margin in reference to a portable indirect calorimeter. Resting heart rate determined during a 15-minute rest protocol was found to be within a 10% equivalence margin in reference to a wearable electrocardiogram (ECG) monitor, with a mean deviation of 0 bpm and a maximum deviation of 3 bpm. Heart rate was within 10 bpm and 10% of the ECG monitor reference for 93% of the duration of the protocol. Step count estimates were on average 21 counts lower than a waist-mounted step counter over all walking activities combined, with a MAPE of 3.5% (SD 2.4%). Resting respiration rate was on average 0.7 (SD 1.1) breaths per minute lower than the reference measurement by the spirometer embedded in the indirect calorimeter during the 15-minute rest, resulting in a MAPE of 8.3% (SD 7.0%). Activity type recognition of walking, running, cycling, or other was overall 90% accurate in reference to the activities performed. CONCLUSIONS: The health watch can serve its medical purpose of measuring resting heart rate and total energy expenditure over time in an unobtrusive manner, thereby providing valuable data for the prevention and management of lifestyle-related chronic diseases. TRIAL REGISTRATION: Netherlands trial register NTR5552; http://www.trialregister.nl/trialreg/admin/rctview.asp?TC=5552 (Archived by WebCite at http://www.webcitation.org/6neYJgysl)
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spelling pubmed-53141012017-02-27 Clinical Evaluation of the Measurement Performance of the Philips Health Watch: A Within-Person Comparative Study Hendrikx, Jos Ruijs, Loes S Cox, Lieke GE Lemmens, Paul MC Schuijers, Erik GP Goris, Annelies HC JMIR Mhealth Uhealth Original Paper BACKGROUND: Physical inactivity is an important modifiable risk factor for chronic diseases. A new wrist-worn heart rate and activity monitor has been developed for unobtrusive data collection to aid prevention and management of lifestyle-related chronic diseases by means of behavioral change programs. OBJECTIVE: The objective of the study was to evaluate the performance of total energy expenditure and resting heart rate measures of the Philips health watch. Secondary objectives included the assessment of accuracy of other output parameters of the monitor: heart rate, respiration rate at rest, step count, and activity type recognition. METHODS: A within-person comparative study was performed to assess the performance of the health watch against (medical) reference measures. Participants executed a protocol including 15 minutes of rest and various activities of daily life. A two one-sided tests approach was adopted for testing equivalence. In addition, error metrics such as mean error and mean absolute percentage error (MAPE) were calculated. RESULTS: A total of 29 participants (14 males; mean age 41.2, SD 14.4, years; mean weight 77.2, SD 10.2, kg; mean height 1.8, SD 0.1, m; mean body mass index 25.1, SD 3.1, kg/m(2)) completed the 81-minute protocol. Their mean resting heart rate in beats per minute (bpm) was 64 (SD 7.3). With a mean error of −10 (SD 38.9) kcal and a MAPE of 10% (SD 8.7%), total energy expenditure estimation of the health watch was found to be within the 15% predefined equivalence margin in reference to a portable indirect calorimeter. Resting heart rate determined during a 15-minute rest protocol was found to be within a 10% equivalence margin in reference to a wearable electrocardiogram (ECG) monitor, with a mean deviation of 0 bpm and a maximum deviation of 3 bpm. Heart rate was within 10 bpm and 10% of the ECG monitor reference for 93% of the duration of the protocol. Step count estimates were on average 21 counts lower than a waist-mounted step counter over all walking activities combined, with a MAPE of 3.5% (SD 2.4%). Resting respiration rate was on average 0.7 (SD 1.1) breaths per minute lower than the reference measurement by the spirometer embedded in the indirect calorimeter during the 15-minute rest, resulting in a MAPE of 8.3% (SD 7.0%). Activity type recognition of walking, running, cycling, or other was overall 90% accurate in reference to the activities performed. CONCLUSIONS: The health watch can serve its medical purpose of measuring resting heart rate and total energy expenditure over time in an unobtrusive manner, thereby providing valuable data for the prevention and management of lifestyle-related chronic diseases. TRIAL REGISTRATION: Netherlands trial register NTR5552; http://www.trialregister.nl/trialreg/admin/rctview.asp?TC=5552 (Archived by WebCite at http://www.webcitation.org/6neYJgysl) JMIR Publications 2017-02-02 /pmc/articles/PMC5314101/ /pubmed/28153815 http://dx.doi.org/10.2196/mhealth.6893 Text en ©Jos Hendrikx, Loes S Ruijs, Lieke GE Cox, Paul MC Lemmens, Erik GP Schuijers, Annelies HC Goris. Originally published in JMIR Mhealth and Uhealth (http://mhealth.jmir.org), 02.02.2017. https://creativecommons.org/licenses/by/2.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0/ (https://creativecommons.org/licenses/by/2.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR mhealth and uhealth, is properly cited. The complete bibliographic information, a link to the original publication on http://mhealth.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Hendrikx, Jos
Ruijs, Loes S
Cox, Lieke GE
Lemmens, Paul MC
Schuijers, Erik GP
Goris, Annelies HC
Clinical Evaluation of the Measurement Performance of the Philips Health Watch: A Within-Person Comparative Study
title Clinical Evaluation of the Measurement Performance of the Philips Health Watch: A Within-Person Comparative Study
title_full Clinical Evaluation of the Measurement Performance of the Philips Health Watch: A Within-Person Comparative Study
title_fullStr Clinical Evaluation of the Measurement Performance of the Philips Health Watch: A Within-Person Comparative Study
title_full_unstemmed Clinical Evaluation of the Measurement Performance of the Philips Health Watch: A Within-Person Comparative Study
title_short Clinical Evaluation of the Measurement Performance of the Philips Health Watch: A Within-Person Comparative Study
title_sort clinical evaluation of the measurement performance of the philips health watch: a within-person comparative study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5314101/
https://www.ncbi.nlm.nih.gov/pubmed/28153815
http://dx.doi.org/10.2196/mhealth.6893
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