Impact of temperature and relative humidity on the transmission of COVID-19: a modelling study in China and the United States. Issue 2 (17th February 2021)
- Record Type:
- Journal Article
- Title:
- Impact of temperature and relative humidity on the transmission of COVID-19: a modelling study in China and the United States. Issue 2 (17th February 2021)
- Main Title:
- Impact of temperature and relative humidity on the transmission of COVID-19: a modelling study in China and the United States
- Authors:
- Wang, Jingyuan
Tang, Ke
Feng, Kai
Lin, Xin
Lv, Weifeng
Chen, Kun
Wang, Fei - Abstract:
- Abstract : Objectives: We aim to assess the impact of temperature and relative humidity on the transmission of COVID-19 across communities after accounting for community-level factors such as demographics, socioeconomic status and human mobility status. Design: A retrospective cross-sectional regression analysis via the Fama-MacBeth procedure is adopted. Setting: We use the data for COVID-19 daily symptom-onset cases for 100 Chinese cities and COVID-19 daily confirmed cases for 1005 US counties. Participants: A total of 69 498 cases in China and 740 843 cases in the USA are used for calculating the effective reproductive numbers. Primary outcome measures: Regression analysis of the impact of temperature and relative humidity on the effective reproductive number ( R value). Results: Statistically significant negative correlations are found between temperature/relative humidity and the effective reproductive number ( R value) in both China and the USA. Conclusions: Higher temperature and higher relative humidity potentially suppress the transmission of COVID-19. Specifically, an increase in temperature by 1°C is associated with a reduction in the R value of COVID-19 by 0.026 (95% CI (−0.0395 to −0.0125)) in China and by 0.020 (95% CI (−0.0311 to −0.0096)) in the USA; an increase in relative humidity by 1% is associated with a reduction in the R value by 0.0076 (95% CI (−0.0108 to −0.0045)) in China and by 0.0080 (95% CI (−0.0150 to −0.0010)) in the USA. Therefore, theAbstract : Objectives: We aim to assess the impact of temperature and relative humidity on the transmission of COVID-19 across communities after accounting for community-level factors such as demographics, socioeconomic status and human mobility status. Design: A retrospective cross-sectional regression analysis via the Fama-MacBeth procedure is adopted. Setting: We use the data for COVID-19 daily symptom-onset cases for 100 Chinese cities and COVID-19 daily confirmed cases for 1005 US counties. Participants: A total of 69 498 cases in China and 740 843 cases in the USA are used for calculating the effective reproductive numbers. Primary outcome measures: Regression analysis of the impact of temperature and relative humidity on the effective reproductive number ( R value). Results: Statistically significant negative correlations are found between temperature/relative humidity and the effective reproductive number ( R value) in both China and the USA. Conclusions: Higher temperature and higher relative humidity potentially suppress the transmission of COVID-19. Specifically, an increase in temperature by 1°C is associated with a reduction in the R value of COVID-19 by 0.026 (95% CI (−0.0395 to −0.0125)) in China and by 0.020 (95% CI (−0.0311 to −0.0096)) in the USA; an increase in relative humidity by 1% is associated with a reduction in the R value by 0.0076 (95% CI (−0.0108 to −0.0045)) in China and by 0.0080 (95% CI (−0.0150 to −0.0010)) in the USA. Therefore, the potential impact of temperature/relative humidity on the effective reproductive number alone is not strong enough to stop the pandemic. … (more)
- Is Part Of:
- BMJ open. Volume 11:Issue 2(2021)
- Journal:
- BMJ open
- Issue:
- Volume 11:Issue 2(2021)
- Issue Display:
- Volume 11, Issue 2 (2021)
- Year:
- 2021
- Volume:
- 11
- Issue:
- 2
- Issue Sort Value:
- 2021-0011-0002-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-02-17
- Subjects:
- COVID-19 -- epidemiology -- public health
Medicine -- Research -- Periodicals
610.72 - Journal URLs:
- http://www.bmj.com/archive ↗
http://bmjopen.bmj.com/ ↗ - DOI:
- 10.1136/bmjopen-2020-043863 ↗
- Languages:
- English
- ISSNs:
- 2044-6055
- Deposit Type:
- Legaldeposit
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