Related Experiment Video
Updated: Dec 2, 2025

Halogenated Agent Delivery in Porcine Model of Acute Respiratory Distress Syndrome via an Intensive Care Unit Type Device
Published on: September 24, 2020
COVID-19 cumulative incidence, intensive care, and mortality in Italian regions compared to selected European
A Olivieri1, G Palù2, G Sebastiani3
1Istituto di Ingegneria del Mare, Consiglio Nazionale delle Ricerche, Rome, Italy.
Insights
The study analyzed COVID-19 incidence, ICU bed occupancy, and mortality in Italian regions. Findings revealed distinct regional pandemic "strengths" influencing severe cases and mortality, crucial for public health preparedness.
Area of Science:
- Epidemiology
- Public Health
- Health Systems Research
Background:
- Coronavirus disease 2019 (COVID-19) spread rapidly, causing severe cases requiring intensive care unit (ICU) admission.
- The pandemic strained European national health systems' response capabilities.
Purpose of the Study:
- To investigate correlations between COVID-19 incidence, ICU bed occupancy, ICU excess capacity, and mortality rates in Italian regions.
- To identify factors influencing pandemic severity and health system impact.
Main Methods:
- Analysis of public data from March 1 to July 16, 2020.
- Application of mathematical and statistical methods to examine regional data.
Main Results:
- Italian regions were grouped based on distinct pandemic characteristics.
- Mortality was linearly correlated with cumulative COVID-19 incidence, with variations in intrinsic pandemic "strength" between groups.
- ICU saturation and excess capacity were identified as factors influencing mortality.
Conclusions:
- Quantitative findings can inform preventive strategies and optimize interventions for future pandemic waves.
- Understanding regional pandemic dynamics is vital for maintaining public health system capacity.
Background:
The high contagiousness and rapid spreading of the coronavirus disease 2019 (COVID-19) has caused a high number of critical to severe life-threatening cases, which required urgent hospital admission and treatment in intensive care units (ICUs). The pandemic has been a tough test for all European national health systems and their capability to provide an adequate reaction.
Methods:
The present work aims to reveal correlations between parameters such as COVID-19 incidence, ICU bed occupancy, ICU excess area, and mortality in Italian regions. Public data for the period of March 1 to July 16, 2020, were analyzed using several mathematical and statistical methods.
Results:
The analysis defined two separate groups of Italian regions. The examined variables considered within these groups were interlinked and dependent on each other. The regions of the two groups shared the same kind of fitted model (linear) explaining mortality as a function of cumulative incidence, but with higher value of the constant in one group, so characterized by a high intrinsic "strength" of the pandemic, certainly playing a major role in the generation of a large number of severe and life-threatening cases. These results are confirmed at European level. Other factors may condition mortality and be linked to incidence, such as ICU saturation and excess.
Conclusions:
These quantitative results could be a very helpful tool to set up preventive measures and optimize biomedical interventions before the pandemic, in its recurrent waves, could overcome the reaction capacity of any public health system.
More Related Videos
Related Concept Videos
Prevalence and Incidence
Prevalence indicates the proportion of individuals in a population who have a specific disease or health...
Bias in Epidemiological Studies
Pareto Chart
The Pareto chart is named after the Italian economist Vilfredo Pareto, who described the Pareto...
Relative Risk
Causality in Epidemiology
Acute Respiratory Failure-II
The underlying physiological abnormalities that contribute to hypoxemic respiratory failure include:

