ArticleEnvironmental research2021
International trade as critical parameter of COVID-19 spread that outclasses demographic, economic, environmental, and pollution factors.
Article in Environmental research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers, 2 of them syntheses that pooled it.
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Who cites it
50 citing papers in PubMed, 2 syntheses or guidelines pooled it, 143 citations in OpenAlex.
- Meta-analysis to explain unknown causes of the origins of SARS-COV-2.Environmental research · 2022Pooled it
- SARS-CoV-2 and other pathogens in municipal wastewater, landfill leachate, and solid waste: A review about virus surveillance, infectivity, and inactivation.Environmental research · 2022Pooled it
- Understanding the role of international flight networks in disease spread: spatial epidemic prevention zones and hierarchical disease control policies.International journal of health geographics · 2026Article
- The urban infection susceptibility index and its application in cities of China.Biosafety and health · 2026Article
- Natural and socio-environmental factors in the transmission of COVID-19: a comprehensive analysis of epidemiology and mechanisms.BMC public health · 2024Review
- Assessing eco-geographic influences on COVID-19 transmission: a global analysis.Scientific reports · 2024Article
- Effect of Long-Distance Domestic Travel Ban Policies in Japan on COVID-19 Outbreak Dynamics During Dominance of the Ancestral Strain: Ex Post Facto Retrospective Observation Study.Online journal of public health informatics · 2024Article
- Unveiling the Role of PAR 1: A Crucial Link with Inflammation in Diabetic Subjects with COVID-19.Pharmaceuticals (Basel, Switzerland) · 2024Article
- Inequalities in regional excess mortality and life expectancy during the COVID-19 pandemic in Europe.Scientific reports · 2024Article
- Controlling the first wave of the COVID-19 pandemic in Malawi: Results from a multi-round study.PLOS global public health · 2024Article
- Socioeconomic and sociodemographic correlations to COVID-19 variability in the United States in 2020.Frontiers in public health · 2024Article
- Impact of short-term ambient air pollution exposure on the risk of severe COVID-19.Journal of environmental sciences (China) · 2024Article
- Linkage between Airborne Particulate Matter and Viral Pandemic COVID-19 in Bucharest.Microorganisms · 2023Article
- Article
- How containment policy and medical service impact COVID-19 transmission: A cross-national comparison among China, the USA, and Sweden.International journal of disaster risk reduction : IJDRR · 2023Article
- The spread of the omicron variant: Identification of knowledge gaps, virus diffusion modelling, and future research needs.Environmental research · 2023Article
- Mapping the long-term associations between air pollutants and COVID-19 risks and the attributable burdens in the continental United States.Environmental pollution (Barking, Essex : 1987) · 2023Article
- What is the optimal country for minimum COVID-19 morbidity and mortality rates?Environmental science and pollution research international · 2023Article
- High potential of technology to face new respiratory viruses: mechanical ventilation devices for effective healthcare to next pandemic emergencies.Technology in society · 2023Article
- Spatio-temporal heterogeneity in the international trade resilience during COVID-19.Applied geography (Sevenoaks, England) · 2023Article
Corrections and comments
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Authors and funding
2 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that caused the Coronavirus Disease 2019 (COVID-19), generating high numbers of COVID-19 related infected individuals and deaths, is still circulating in 2021 with new variants of the coronavirus, such that the state of emergency remains in manifold countries. Currently, there is still a lack of a full understanding of the factors determining the COVID-19 diffusion that clarify the causes of the variability of infections across different provinces and regions within countries. The main goal of this study is to explain new and main determinants underlying the diffusion of COVID-19 in society. This study focuses on international trade because this factor, in a globalized world, can synthetize different drivers of virus spread, such as mobility patterns, economic potentialities, and social interactions of an investigated areas. A case study research is performed on 107 provinces of Italy, one of the first countries to experience a rapid increase in confirmed cases and deaths. Statistical analyses from March 2020 to February 2021 suggest that total import and export of provinces has a high association with confirmed cases over time (average r > 0.78, p-value <.001). Overall, then, this study suggests total import and export as complex indicator of COVID-19 transmission dynamics that outclasses other common parameters used to justify the COVID-19 spread, given by economic, demographic, environmental, and climate factors. In addition, this study proposes, for the first time, a time-dependent correlation analysis between trade data and COVID-19 infection cases to explain the relation between confirmed cases and social interactions that are a main source of the diffusion of SARS-CoV-2 and subsequent negative impact in society. These novel findings have main theoretical and practical implications directed to include a new parameter in modelling of the diffusion of COVID-19 pandemic to support effective policy responses of crisis management directed to constrain the impact of COVID-19 pandemic and similar infectious diseases in society.
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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.