Cargando…
Early-phase pandemic in Italy: Covid-19 spread determinant factors
Although the Covid-19 pandemic is still ongoing, the environmental factors beyond virus transmission are only partially known. This statistical study has the aim to identify the key factors that have affected the virus spread during the early phase of pandemic in Italy, among a wide set of potential...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079324/ https://www.ncbi.nlm.nih.gov/pubmed/37041936 http://dx.doi.org/10.1016/j.heliyon.2023.e15358 |
_version_ | 1785020704402440192 |
---|---|
author | Urso, Patrizia Cattaneo, Andrea Pulvirenti, Salvatore Vercelli, Franco Cavallo, Domenico Maria Carrer, Paolo |
author_facet | Urso, Patrizia Cattaneo, Andrea Pulvirenti, Salvatore Vercelli, Franco Cavallo, Domenico Maria Carrer, Paolo |
author_sort | Urso, Patrizia |
collection | PubMed |
description | Although the Covid-19 pandemic is still ongoing, the environmental factors beyond virus transmission are only partially known. This statistical study has the aim to identify the key factors that have affected the virus spread during the early phase of pandemic in Italy, among a wide set of potential determinants concerning demographics, environmental pollution and climate. Because of its heterogeneity in pollution levels and climate conditions, Italy provides an ideal scenario for an ecological study. Moreover, the selected period excludes important confounding factors, as different virus variants, restriction policies or vaccines. The short-term relationship between the infection maximum increase and demographic, pollution and meteo-climatic parameters was investigated, including both winter-spring and summer 2020 data, also focusing separately on the two seasonal periods and on North vs Centre-South. Among main results, the importance of population size confirmed social distancing as a key management option. The pollution hazardous role undoubtedly emerged, as NO(2) affected infection increase in all the studied scenarios, PM(2.5) manifested its impact in North of Italy, while O(3) always showed a protective action. Whereas higher temperatures were beneficial, especially in the cold season with also wind and relative humidity, solar irradiance was always relevant, revealing several significant interactions with other co-factors. Presented findings address the importance of the environment in Sars-CoV-2 spread and indicated that special carefulness should be taken in crowded areas, especially if they are highly polluted and weakly exposed to sun. The results suggest that containment of future epidemics similar to Covid-19 could be supported by reducing environmental pollution, achieving safer social habits and promoting preventive health care for better immune system response, as an only comprehensive strategy. |
format | Online Article Text |
id | pubmed-10079324 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-100793242023-04-07 Early-phase pandemic in Italy: Covid-19 spread determinant factors Urso, Patrizia Cattaneo, Andrea Pulvirenti, Salvatore Vercelli, Franco Cavallo, Domenico Maria Carrer, Paolo Heliyon Research Article Although the Covid-19 pandemic is still ongoing, the environmental factors beyond virus transmission are only partially known. This statistical study has the aim to identify the key factors that have affected the virus spread during the early phase of pandemic in Italy, among a wide set of potential determinants concerning demographics, environmental pollution and climate. Because of its heterogeneity in pollution levels and climate conditions, Italy provides an ideal scenario for an ecological study. Moreover, the selected period excludes important confounding factors, as different virus variants, restriction policies or vaccines. The short-term relationship between the infection maximum increase and demographic, pollution and meteo-climatic parameters was investigated, including both winter-spring and summer 2020 data, also focusing separately on the two seasonal periods and on North vs Centre-South. Among main results, the importance of population size confirmed social distancing as a key management option. The pollution hazardous role undoubtedly emerged, as NO(2) affected infection increase in all the studied scenarios, PM(2.5) manifested its impact in North of Italy, while O(3) always showed a protective action. Whereas higher temperatures were beneficial, especially in the cold season with also wind and relative humidity, solar irradiance was always relevant, revealing several significant interactions with other co-factors. Presented findings address the importance of the environment in Sars-CoV-2 spread and indicated that special carefulness should be taken in crowded areas, especially if they are highly polluted and weakly exposed to sun. The results suggest that containment of future epidemics similar to Covid-19 could be supported by reducing environmental pollution, achieving safer social habits and promoting preventive health care for better immune system response, as an only comprehensive strategy. Elsevier 2023-04-06 /pmc/articles/PMC10079324/ /pubmed/37041936 http://dx.doi.org/10.1016/j.heliyon.2023.e15358 Text en ©2023PublishedbyElsevierLtd. |
spellingShingle | Research Article Urso, Patrizia Cattaneo, Andrea Pulvirenti, Salvatore Vercelli, Franco Cavallo, Domenico Maria Carrer, Paolo Early-phase pandemic in Italy: Covid-19 spread determinant factors |
title | Early-phase pandemic in Italy: Covid-19 spread determinant factors |
title_full | Early-phase pandemic in Italy: Covid-19 spread determinant factors |
title_fullStr | Early-phase pandemic in Italy: Covid-19 spread determinant factors |
title_full_unstemmed | Early-phase pandemic in Italy: Covid-19 spread determinant factors |
title_short | Early-phase pandemic in Italy: Covid-19 spread determinant factors |
title_sort | early-phase pandemic in italy: covid-19 spread determinant factors |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079324/ https://www.ncbi.nlm.nih.gov/pubmed/37041936 http://dx.doi.org/10.1016/j.heliyon.2023.e15358 |
work_keys_str_mv | AT ursopatrizia earlyphasepandemicinitalycovid19spreaddeterminantfactors AT cattaneoandrea earlyphasepandemicinitalycovid19spreaddeterminantfactors AT pulvirentisalvatore earlyphasepandemicinitalycovid19spreaddeterminantfactors AT vercellifranco earlyphasepandemicinitalycovid19spreaddeterminantfactors AT cavallodomenicomaria earlyphasepandemicinitalycovid19spreaddeterminantfactors AT carrerpaolo earlyphasepandemicinitalycovid19spreaddeterminantfactors |