ReviewInternational journal of environmental research and public health2021
Weather Variability and COVID-19 Transmission: A Review of Recent Research.
Review in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
55 citing papers in PubMed, 3 syntheses or guidelines pooled it, 122 citations in OpenAlex.
- Impact of temperature and humidity on SARS-CoV-2 transmissibility: a systematic review and meta-analysis.Frontiers in public health · 2025Pooled it
- Global variations in the burden of SARS-CoV-2 infection and its outcomes in pregnant women by geographical region and country's income status: a meta-analysis.BMJ global health · 2022Pooled it
- The Effect of Ambient Environmental Conditions on COVID-19 Mortality: A Systematic Review.International journal of environmental research and public health · 2021Pooled it
- COVID-19 and its association with meteorological, climate, and environmental factors: A systematic review.Journal of public health research · 2025Review
- SARS-CoV-2 evolution on a dynamic immune landscape.Nature · 2025Article
- The Role of BSL-3 Laboratories in Pandemic Preparedness: A Focus on Brazil's Infrastructure for Biosafety and Disease Control.TheScientificWorldJournal · 2025Review
- Data analysis evidence beyond correlation of a possible causal impact of weather on the COVID-19 spread, mediated by human mobility.Scientific reports · 2024Article
- Pediatric Respiratory Infections After the COVID-19 Pandemic: A Single-Center Experience.Cureus · 2024Article
- Do Weather Conditions Still Have an Impact on the COVID-19 Pandemic? An Observation of the Mid-2022 COVID-19 Peak in Taiwan.Microorganisms · 2024Article
- Prevalence of SARS-CoV-2-specific antibodies in a sample of the Lithuanian population-based study in Spring 2023.Heliyon · 2024Article
- Does behavior mediate the effect of weather on SARS-CoV-2 transmission? Evidence from cell-phone data.medRxiv : the preprint server for health sciences · 2024Article
- Review
- SARS-CoV-2 Pandemic: A Comparison Between the Epidemiological Situation in Greece and Romania.Cureus · 2024Article
- Does behavior mediate the effect of weather on SARS-CoV-2 transmission? evidence from cell-phone data.PloS one · 2024Article
- Climate and COVID-19 transmission: a cross-sectional study in Africa.Scientific reports · 2023Article
- The cost of mass gatherings during a pandemic.SSM - population health · 2023Article
- COVID-19 Case and Mortality Surveillance using Daily SARS-CoV-2 in Wastewater Samples adjusting for Meteorological Conditions and Sample pH.medRxiv : the preprint server for health sciences · 2023Article
- Explaining the higher COVID-19 mortality rates among disproportionately Black counties: A decomposition analysis.SSM - population health · 2023Article
- Review
- Projection of COVID-19 Positive Cases Considering Hybrid Immunity: Case Study in Tokyo.Vaccines · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Weather and climate play a significant role in infectious disease transmission, through changes to transmission dynamics, host susceptibility and virus survival in the environment. Exploring the association of weather variables and COVID-19 transmission is vital in understanding the potential for seasonality and future outbreaks and developing early warning systems. Previous research examined the effects of weather on COVID-19, but the findings appeared inconsistent. This review aims to summarize the currently available literature on the association between weather and COVID-19 incidence and provide possible suggestions for developing weather-based early warning system for COVID-19 transmission. Studies eligible for inclusion used ecological methods to evaluate associations between weather (i.e., temperature, humidity, wind speed and rainfall) and COVID-19 transmission. The review showed that temperature was reported as significant in the greatest number of studies, with COVID-19 incidence increasing as temperature decreased and the highest incidence reported in the temperature range of 0-17 °C. Humidity was also significantly associated with COVID-19 incidence, though the reported results were mixed, with studies reporting positive and negative correlation. A significant interaction between humidity and temperature was also reported. Wind speed and rainfall results were not consistent across studies. Weather variables including temperature and humidity can contribute to increased transmission of COVID-19, particularly in winter conditions through increased host susceptibility and viability of the virus. While there is less indication of an association with wind speed and rainfall, these may contribute to behavioral changes that decrease exposure and risk of infection. Understanding the implications of associations with weather variables and seasonal variations for monitoring and control of future outbreaks is essential for early warning systems.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.