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Measuring Physical Activity in a Cardiac Rehabilitation Population Using a Smartphone-Based Questionnaire

BACKGROUND: Questionnaires are commonly used to assess physical activity in large population-based studies because of their low cost and convenience. Many self-report physical activity questionnaires have been shown to be valid and reliable measures, but they are subject to measurement errors and mi...

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Autores principales: Pfaeffli, Leila, Maddison, Ralph, Jiang, Yannan, Dalleck, Lance, Löf, Marie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Gunther Eysenbach 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3636157/
https://www.ncbi.nlm.nih.gov/pubmed/23524251
http://dx.doi.org/10.2196/jmir.2419
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author Pfaeffli, Leila
Maddison, Ralph
Jiang, Yannan
Dalleck, Lance
Löf, Marie
author_facet Pfaeffli, Leila
Maddison, Ralph
Jiang, Yannan
Dalleck, Lance
Löf, Marie
author_sort Pfaeffli, Leila
collection PubMed
description BACKGROUND: Questionnaires are commonly used to assess physical activity in large population-based studies because of their low cost and convenience. Many self-report physical activity questionnaires have been shown to be valid and reliable measures, but they are subject to measurement errors and misreporting, often due to lengthy recall periods. Mobile phones offer a novel approach to measure self-reported physical activity on a daily basis and offer real-time data collection with the potential to enhance recall. OBJECTIVE: The aims of this study were to determine the convergent validity of a mobile phone physical activity (MobilePAL) questionnaire against accelerometry in people with cardiovascular disease (CVD), and to compare how the MobilePAL questionnaire performed compared with the commonly used self-recall International Physical Activity Questionnaire (IPAQ). METHODS: Thirty adults aged 49 to 85 years with CVD were recruited from a local exercise-based cardiac rehabilitation clinic in Auckland, New Zealand. All participants completed a demographics questionnaire and underwent a 6-minute walk test at the first visit. Subsequently, participants were temporarily provided a smartphone (with the MobilePAL questionnaire preloaded that asked 2 questions daily) and an accelerometer, which was to be worn for 7 days. After 1 week, a follow-up visit was completed during which the smartphone and accelerometer were returned, and participants completed the IPAQ. RESULTS: Average daily physical activity level measured using the MobilePAL questionnaire showed moderate correlation (r=.45; P=.01) with daily activity counts per minute (Acc_CPM) and estimated metabolic equivalents (MET) (r=.45; P=.01) measured using the accelerometer. Both MobilePAL (beta=.42; P=.008) and age (beta=–.48, P=.002) were significantly associated with Acc_CPM (adjusted R(2)=.40). When IPAQ-derived energy expenditure, measured in MET-minutes per week (IPAQ_met), was considered in the predicted model, both IPAQ_met (beta=.51; P=.001) and age (beta=–.36; P=.016) made unique contributions (adjusted R(2)=.47, F (2,27)=13.58; P<.001).There was also a significant association between the MobilePAL and IPAQ measures (r=.49, beta=.51; P=.007). CONCLUSIONS: A mobile phone–delivered questionnaire is a relatively reliable and valid measure of physical activity in a CVD cohort. Reliability and validity measures in the present study are comparable to existing self-report measures. Given their ubiquitous use, mobile phones may be an effective method for physical activity surveillance data collection.
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spelling pubmed-36361572013-04-26 Measuring Physical Activity in a Cardiac Rehabilitation Population Using a Smartphone-Based Questionnaire Pfaeffli, Leila Maddison, Ralph Jiang, Yannan Dalleck, Lance Löf, Marie J Med Internet Res Original Paper BACKGROUND: Questionnaires are commonly used to assess physical activity in large population-based studies because of their low cost and convenience. Many self-report physical activity questionnaires have been shown to be valid and reliable measures, but they are subject to measurement errors and misreporting, often due to lengthy recall periods. Mobile phones offer a novel approach to measure self-reported physical activity on a daily basis and offer real-time data collection with the potential to enhance recall. OBJECTIVE: The aims of this study were to determine the convergent validity of a mobile phone physical activity (MobilePAL) questionnaire against accelerometry in people with cardiovascular disease (CVD), and to compare how the MobilePAL questionnaire performed compared with the commonly used self-recall International Physical Activity Questionnaire (IPAQ). METHODS: Thirty adults aged 49 to 85 years with CVD were recruited from a local exercise-based cardiac rehabilitation clinic in Auckland, New Zealand. All participants completed a demographics questionnaire and underwent a 6-minute walk test at the first visit. Subsequently, participants were temporarily provided a smartphone (with the MobilePAL questionnaire preloaded that asked 2 questions daily) and an accelerometer, which was to be worn for 7 days. After 1 week, a follow-up visit was completed during which the smartphone and accelerometer were returned, and participants completed the IPAQ. RESULTS: Average daily physical activity level measured using the MobilePAL questionnaire showed moderate correlation (r=.45; P=.01) with daily activity counts per minute (Acc_CPM) and estimated metabolic equivalents (MET) (r=.45; P=.01) measured using the accelerometer. Both MobilePAL (beta=.42; P=.008) and age (beta=–.48, P=.002) were significantly associated with Acc_CPM (adjusted R(2)=.40). When IPAQ-derived energy expenditure, measured in MET-minutes per week (IPAQ_met), was considered in the predicted model, both IPAQ_met (beta=.51; P=.001) and age (beta=–.36; P=.016) made unique contributions (adjusted R(2)=.47, F (2,27)=13.58; P<.001).There was also a significant association between the MobilePAL and IPAQ measures (r=.49, beta=.51; P=.007). CONCLUSIONS: A mobile phone–delivered questionnaire is a relatively reliable and valid measure of physical activity in a CVD cohort. Reliability and validity measures in the present study are comparable to existing self-report measures. Given their ubiquitous use, mobile phones may be an effective method for physical activity surveillance data collection. Gunther Eysenbach 2013-03-22 /pmc/articles/PMC3636157/ /pubmed/23524251 http://dx.doi.org/10.2196/jmir.2419 Text en ©Leila Pfaeffli, Ralph Maddison, Yannan Jiang, Lance Dalleck, Marie Löf. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 22.03.2013. http://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/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Pfaeffli, Leila
Maddison, Ralph
Jiang, Yannan
Dalleck, Lance
Löf, Marie
Measuring Physical Activity in a Cardiac Rehabilitation Population Using a Smartphone-Based Questionnaire
title Measuring Physical Activity in a Cardiac Rehabilitation Population Using a Smartphone-Based Questionnaire
title_full Measuring Physical Activity in a Cardiac Rehabilitation Population Using a Smartphone-Based Questionnaire
title_fullStr Measuring Physical Activity in a Cardiac Rehabilitation Population Using a Smartphone-Based Questionnaire
title_full_unstemmed Measuring Physical Activity in a Cardiac Rehabilitation Population Using a Smartphone-Based Questionnaire
title_short Measuring Physical Activity in a Cardiac Rehabilitation Population Using a Smartphone-Based Questionnaire
title_sort measuring physical activity in a cardiac rehabilitation population using a smartphone-based questionnaire
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3636157/
https://www.ncbi.nlm.nih.gov/pubmed/23524251
http://dx.doi.org/10.2196/jmir.2419
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