Literature DB >> 35701809

The effect of temperature on physical activity: an aggregated timeseries analysis of smartphone users in five major Chinese cities.

Janice Y Ho1, William B Goggins1, Phoenix K H Mo1, Emily Y Y Chan2,3.   

Abstract

BACKGROUND: Physical activity is an important factor in premature mortality reduction, non-communicable disease prevention, and well-being protection. Climate change will alter temperatures globally, with impacts already found on mortality and morbidity. While uncomfortable temperature is often perceived as a barrier to physical activity, the actual impact of temperature on physical activity has been less well studied, particularly in China. This study examined the associations between temperature and objectively measured physical activity among adult populations in five major Chinese cities.
METHODS: Aggregated anonymized step count data was obtained between December 2017-2018 for five major Chinese cities: Beijing, Shanghai, Chongqing, Shenzhen, and Hong Kong. The associations of temperature with daily aggregated mean step count were assessed using Generalized Additive Models (GAMs), adjusted for meteorological, air pollution, and time-related variables.
RESULTS: Significant decreases in step counts during periods of high temperatures were found for cold or temperate climate cities (Beijing, Shanghai, and Chongqing), with maximum physical activity occurring between 16 and 19.3 °C. High temperatures were associated with decreases of 800-1500 daily steps compared to optimal temperatures. For cities in subtropical climates (Shenzhen and Hong Kong), non-significant declines were found with high temperatures. Overall, females and the elderly demonstrated lower optimal temperatures for physical activity and larger decreases of step count in warmer temperatures.
CONCLUSIONS: As minor reductions in physical activity could consequentially affect health, an increased awareness of temperature's impact on physical activity is necessary. City-wide adaptations and physical activity interventions should seek ways to sustain physical activity levels in the face of shifting temperatures from climate change.
© 2022. The Author(s).

Entities:  

Keywords:  China; Physical activity; Step count; Temperature; Urban

Mesh:

Year:  2022        PMID: 35701809      PMCID: PMC9195465          DOI: 10.1186/s12966-022-01285-1

Source DB:  PubMed          Journal:  Int J Behav Nutr Phys Act        ISSN: 1479-5868            Impact factor:   8.915


  42 in total

1.  Meteorology and the physical activity of the elderly: the Nakanojo Study.

Authors:  Fumiharu Togo; Eiji Watanabe; Hyuntae Park; Roy J Shephard; Yukitoshi Aoyagi
Journal:  Int J Biometeorol       Date:  2005-07-26       Impact factor: 3.787

2.  Physical inactivity: the "Cinderella" risk factor for noncommunicable disease prevention.

Authors:  Fiona C Bull; Adrian E Bauman
Journal:  J Health Commun       Date:  2011-08

3.  Walking on sunshine: effect of weather conditions on physical activity in older people.

Authors:  Jochen Klenk; Gisela Büchele; Kilian Rapp; Sebastian Franke; Richard Peter
Journal:  J Epidemiol Community Health       Date:  2011-02-15       Impact factor: 3.710

Review 4.  The Tsinghua-Lancet Commission on Healthy Cities in China: unlocking the power of cities for a healthy China.

Authors:  Jun Yang; José G Siri; Justin V Remais; Qu Cheng; Han Zhang; Karen K Y Chan; Zhe Sun; Yuanyuan Zhao; Na Cong; Xueyan Li; Wei Zhang; Yuqi Bai; Jun Bi; Wenjia Cai; Emily Y Y Chan; Wanqing Chen; Weicheng Fan; Hua Fu; Jianqing He; Hong Huang; John S Ji; Peng Jia; Xiaopeng Jiang; Mei-Po Kwan; Tianhong Li; Xiguang Li; Song Liang; Xiaofeng Liang; Lu Liang; Qiyong Liu; Yongmei Lu; Yong Luo; Xiulian Ma; Bernhard Schwartländer; Zhiyong Shen; Peijun Shi; Jing Su; Tinghai Wu; Changhong Yang; Yongyuan Yin; Qiang Zhang; Yinping Zhang; Yong Zhang; Bing Xu; Peng Gong
Journal:  Lancet       Date:  2018-04-17       Impact factor: 79.321

5.  Influence of weather and atmospheric pollution on physical activity in patients with COPD.

Authors:  Ayedh D Alahmari; Alex J Mackay; Anant R C Patel; Beverly S Kowlessar; Richa Singh; Simon E Brill; James P Allinson; Jadwiga A Wedzicha; Gavin C Donaldson
Journal:  Respir Res       Date:  2015-06-13

6.  Mortality risk attributable to high and low ambient temperature: a multicountry observational study.

Authors:  Antonio Gasparrini; Yuming Guo; Masahiro Hashizume; Eric Lavigne; Antonella Zanobetti; Joel Schwartz; Aurelio Tobias; Shilu Tong; Joacim Rocklöv; Bertil Forsberg; Michela Leone; Manuela De Sario; Michelle L Bell; Yue-Liang Leon Guo; Chang-fu Wu; Haidong Kan; Seung-Muk Yi; Micheline de Sousa Zanotti Stagliorio Coelho; Paulo Hilario Nascimento Saldiva; Yasushi Honda; Ho Kim; Ben Armstrong
Journal:  Lancet       Date:  2015-05-20       Impact factor: 79.321

7.  Effect of weather on pedestrian trip count and duration: City-scale evaluations using mobile phone application data.

Authors:  Anthony P Vanky; Santosh K Verma; Theodore K Courtney; Paolo Santi; Carlo Ratti
Journal:  Prev Med Rep       Date:  2017-07-27

8.  Do weather changes influence physical activity level among older adults? - The Generation 100 study.

Authors:  Nils Petter Aspvik; Hallgeir Viken; Jan Erik Ingebrigtsen; Nina Zisko; Ingar Mehus; Ulrik Wisløff; Dorthe Stensvold
Journal:  PLoS One       Date:  2018-07-06       Impact factor: 3.240

9.  How Well iPhones Measure Steps in Free-Living Conditions: Cross-Sectional Validation Study.

Authors:  Shiho Amagasa; Masamitsu Kamada; Hiroyuki Sasai; Noritoshi Fukushima; Hiroyuki Kikuchi; I-Min Lee; Shigeru Inoue
Journal:  JMIR Mhealth Uhealth       Date:  2019-01-09       Impact factor: 4.773

Review 10.  Assessing the effects of weather conditions on physical activity participation using objective measures.

Authors:  Catherine B Chan; Daniel A Ryan
Journal:  Int J Environ Res Public Health       Date:  2009-10-12       Impact factor: 3.390

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