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Relationship Between Air Quality and Outdoor Exercise Behavior in China: a Novel Mobile-Based Study
Purpose Based on data collected from an exercise app, the study aims to provide empirical evidence on the relationship between air quality and patterns of outdoor exercise in China. Methods Objective outdoor exercise data spanning 160 days were collected from 153 users of an exercise app, Tulipsport...
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Published in: | International journal of behavioral medicine 2017-08, Vol.24 (4), p.520-527 |
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Main Authors: | , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | Purpose
Based on data collected from an exercise app, the study aims to provide empirical evidence on the relationship between air quality and patterns of outdoor exercise in China.
Methods
Objective outdoor exercise data spanning 160 days were collected from 153 users of an exercise app, Tulipsport in China. Each exercise mode (running, biking, and walking, respectively) was organized into five air quality categories based on Air Quality Index (AQI): excellent, good, mild pollution, moderate pollution, and serious pollution. Key parameters of each app user were calculated and analyzed: the total number of exercise bouts, the average duration, and the average distance of each exercise mode in each air quality category.
Results
Multivariate analyses of variance indicate that the users were less likely to participate in outdoor running, biking, and walking (
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= 24.16,
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ISSN: | 1070-5503 1532-7558 |
DOI: | 10.1007/s12529-017-9647-2 |