Excess mortality during the COVID-19 outbreak in Italy: a two-stage interrupted time-series analysis. (14th October 2020)
- Record Type:
- Journal Article
- Title:
- Excess mortality during the COVID-19 outbreak in Italy: a two-stage interrupted time-series analysis. (14th October 2020)
- Main Title:
- Excess mortality during the COVID-19 outbreak in Italy: a two-stage interrupted time-series analysis
- Authors:
- Scortichini, Matteo
Schneider dos Santos, Rochelle
De' Donato, Francesca
De Sario, Manuela
Michelozzi, Paola
Davoli, Marina
Masselot, Pierre
Sera, Francesco
Gasparrini, Antonio - Abstract:
- Abstract: Background: Italy was the first country outside China to experience the impact of the COVID-19 pandemic, which resulted in a significant health burden. This study presents an analysis of the excess mortality across the 107 Italian provinces, stratified by sex, age group and period of the outbreak. Methods: The analysis was performed using a two-stage interrupted time-series design using daily mortality data for the period January 2015–May 2020. In the first stage, we performed province-level quasi-Poisson regression models, with smooth functions to define a baseline risk while accounting for trends and weather conditions and to flexibly estimate the variation in excess risk during the outbreak. Estimates were pooled in the second stage using a mixed-effects multivariate meta-analysis. Results: In the period 15 February–15 May 2020, we estimated an excess of 47 490 [95% empirical confidence intervals (eCIs): 43 984 to 50 362] deaths in Italy, corresponding to an increase of 29.5% (95% eCI: 26.8 to 31.9%) from the expected mortality. The analysis indicates a strong geographical pattern, with the majority of excess deaths occurring in northern regions, where few provinces experienced increases up to 800% during the peak in late March. There were differences by sex, age and area both in the overall impact and in its temporal distribution. Conclusion: This study offers a detailed picture of excess mortality during the first months of the COVID-19 pandemic in Italy. TheAbstract: Background: Italy was the first country outside China to experience the impact of the COVID-19 pandemic, which resulted in a significant health burden. This study presents an analysis of the excess mortality across the 107 Italian provinces, stratified by sex, age group and period of the outbreak. Methods: The analysis was performed using a two-stage interrupted time-series design using daily mortality data for the period January 2015–May 2020. In the first stage, we performed province-level quasi-Poisson regression models, with smooth functions to define a baseline risk while accounting for trends and weather conditions and to flexibly estimate the variation in excess risk during the outbreak. Estimates were pooled in the second stage using a mixed-effects multivariate meta-analysis. Results: In the period 15 February–15 May 2020, we estimated an excess of 47 490 [95% empirical confidence intervals (eCIs): 43 984 to 50 362] deaths in Italy, corresponding to an increase of 29.5% (95% eCI: 26.8 to 31.9%) from the expected mortality. The analysis indicates a strong geographical pattern, with the majority of excess deaths occurring in northern regions, where few provinces experienced increases up to 800% during the peak in late March. There were differences by sex, age and area both in the overall impact and in its temporal distribution. Conclusion: This study offers a detailed picture of excess mortality during the first months of the COVID-19 pandemic in Italy. The strong geographical and temporal patterns can be related to the implementation of lockdown policies and multiple direct and indirect pathways in mortality risk. … (more)
- Is Part Of:
- International journal of epidemiology. Volume 49:Number 6(2020)
- Journal:
- International journal of epidemiology
- Issue:
- Volume 49:Number 6(2020)
- Issue Display:
- Volume 49, Issue 6 (2020)
- Year:
- 2020
- Volume:
- 49
- Issue:
- 6
- Issue Sort Value:
- 2020-0049-0006-0000
- Page Start:
- 1909
- Page End:
- 1917
- Publication Date:
- 2020-10-14
- Subjects:
- SARS-CoV-2 -- COVID-19 -- epidemic -- Italy -- mortality -- interrupted time series
Epidemiology -- Periodicals
614.4 - Journal URLs:
- http://ije.oxfordjournals.org/ ↗
http://ukcatalogue.oup.com/ ↗ - DOI:
- 10.1093/ije/dyaa169 ↗
- Languages:
- English
- ISSNs:
- 0300-5771
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4542.244000
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