Development, validation and usability evaluation of mobile application to monitor real-time exercise heart rate zone / Muhammad Iskandar Asraff

Conventional heart rate (HR) monitor device and mobile application have been developed with numerical digital displays, and such display is not practical under most exercising condition. This work describes the development of smartphone application called Chromozone designed to monitor exercise HR i...

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Main Author: Asraff, Muhammmad Iskandar
Format: Thesis
Language:English
Published: 2022
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Online Access:https://ir.uitm.edu.my/id/eprint/76838/1/76838.pdf
https://ir.uitm.edu.my/id/eprint/76838/
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spelling my.uitm.ir.768382023-05-26T08:22:29Z https://ir.uitm.edu.my/id/eprint/76838/ Development, validation and usability evaluation of mobile application to monitor real-time exercise heart rate zone / Muhammad Iskandar Asraff Asraff, Muhammmad Iskandar Mobile computing Biomedical engineering Conventional heart rate (HR) monitor device and mobile application have been developed with numerical digital displays, and such display is not practical under most exercising condition. This work describes the development of smartphone application called Chromozone designed to monitor exercise HR in real-time using the color-coding system. Chromozone development goals include to: (1) enables real-time communication of HR signal from Bluetooth-enabled HR transmitter to Chromozone application, (2) determine individual HR zone based on maximum HR, age, gender, and selected exercise zone, and (3) to display accurate color-coded which correspond to individual optimal HR zone range in real-time, and this development objective was successfully met. Validation and usability assessment of the developed application were performed in conventional HR monitor users. Chromozone was compared against clinically accepted, laboratory-grade electrocardiogram, and was found to generate excellent criterion-concurrent validity (r = 0.994, p < 0.001) in Spearman rho correlation-coefficient test for absolute agreement, and acceptable bias of 1.96 bpm and narrow limits of agreement (3.07 to -3.51) in Bland Altman test for relative agreement. Similarly, relative (intraclass correlation coefficient test: 0.998, p < 0.001) and absolute (within-subject coefficient of variation: 1.95 ± 1.4 %) reliability test of HR dataset from repeated exercise trials using Chromozone application shows an excellent consistency. Additionally, this study also showed that usability level of Chromozone application is within the satisfactory level, although it is necessary to consider several critical feedbacks from the participants for future version update. The outcome of this work provides a strong support for Chromozone application as a valid, reliable, and effective exercise HR monitoring tool. The application could potentially help athlete, active individual as well as the clinical population to monitor and regulate their exercise training regime in a more effective manner. 2022 Thesis NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/76838/1/76838.pdf Development, validation and usability evaluation of mobile application to monitor real-time exercise heart rate zone / Muhammad Iskandar Asraff. (2022) Masters thesis, thesis, Universiti Teknologi MARA (UiTM).
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Mobile computing
Biomedical engineering
spellingShingle Mobile computing
Biomedical engineering
Asraff, Muhammmad Iskandar
Development, validation and usability evaluation of mobile application to monitor real-time exercise heart rate zone / Muhammad Iskandar Asraff
description Conventional heart rate (HR) monitor device and mobile application have been developed with numerical digital displays, and such display is not practical under most exercising condition. This work describes the development of smartphone application called Chromozone designed to monitor exercise HR in real-time using the color-coding system. Chromozone development goals include to: (1) enables real-time communication of HR signal from Bluetooth-enabled HR transmitter to Chromozone application, (2) determine individual HR zone based on maximum HR, age, gender, and selected exercise zone, and (3) to display accurate color-coded which correspond to individual optimal HR zone range in real-time, and this development objective was successfully met. Validation and usability assessment of the developed application were performed in conventional HR monitor users. Chromozone was compared against clinically accepted, laboratory-grade electrocardiogram, and was found to generate excellent criterion-concurrent validity (r = 0.994, p < 0.001) in Spearman rho correlation-coefficient test for absolute agreement, and acceptable bias of 1.96 bpm and narrow limits of agreement (3.07 to -3.51) in Bland Altman test for relative agreement. Similarly, relative (intraclass correlation coefficient test: 0.998, p < 0.001) and absolute (within-subject coefficient of variation: 1.95 ± 1.4 %) reliability test of HR dataset from repeated exercise trials using Chromozone application shows an excellent consistency. Additionally, this study also showed that usability level of Chromozone application is within the satisfactory level, although it is necessary to consider several critical feedbacks from the participants for future version update. The outcome of this work provides a strong support for Chromozone application as a valid, reliable, and effective exercise HR monitoring tool. The application could potentially help athlete, active individual as well as the clinical population to monitor and regulate their exercise training regime in a more effective manner.
format Thesis
author Asraff, Muhammmad Iskandar
author_facet Asraff, Muhammmad Iskandar
author_sort Asraff, Muhammmad Iskandar
title Development, validation and usability evaluation of mobile application to monitor real-time exercise heart rate zone / Muhammad Iskandar Asraff
title_short Development, validation and usability evaluation of mobile application to monitor real-time exercise heart rate zone / Muhammad Iskandar Asraff
title_full Development, validation and usability evaluation of mobile application to monitor real-time exercise heart rate zone / Muhammad Iskandar Asraff
title_fullStr Development, validation and usability evaluation of mobile application to monitor real-time exercise heart rate zone / Muhammad Iskandar Asraff
title_full_unstemmed Development, validation and usability evaluation of mobile application to monitor real-time exercise heart rate zone / Muhammad Iskandar Asraff
title_sort development, validation and usability evaluation of mobile application to monitor real-time exercise heart rate zone / muhammad iskandar asraff
publishDate 2022
url https://ir.uitm.edu.my/id/eprint/76838/1/76838.pdf
https://ir.uitm.edu.my/id/eprint/76838/
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score 13.211869