Evidence map›Paper›PMID 40871279›Full record

ArticleMicroorganisms2025

Early Warning Approach to Identify Positive Cases of SARS-CoV-2 in School Settings in Italy.

Caterina Milli, Cristina Stasi, Francesco Profili, Caterina Silvestri, Martina Pacifici, Michela Baccini, Gian Maria Rossolini, Fabrizia Mealli, Alberto Antonelli, Chiara Chilleri and 13 more

Abstract read
In one paragraph

Article in Microorganisms, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

23 authors.

Caterina MilliEpidemiology Unit, Regional Health Agency of Tuscany, 50141 Florence, Italy.
Cristina StasiEpidemiology Unit, Regional Health Agency of Tuscany, 50141 Florence, Italy.ORCID 0000-0002-9146-9968
Francesco ProfiliEpidemiology Unit, Regional Health Agency of Tuscany, 50141 Florence, Italy.ORCID 0000-0001-6168-6200
Caterina SilvestriEpidemiology Unit, Regional Health Agency of Tuscany, 50141 Florence, Italy.
Martina PacificiEpidemiology Unit, Regional Health Agency of Tuscany, 50141 Florence, Italy.
Michela BacciniDepartment of Statistics, Computer Science, Applications (DISIA), University of Florence, 50134 Florence, Italy.ORCID 0000-0002-2619-2130
Gian Maria RossoliniDepartment of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy.ORCID 0000-0002-9386-0434
Fabrizia MealliDepartment of Economics, European University Institute, 50014 Florence, Italy.
Alberto AntonelliDepartment of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy.ORCID 0000-0003-0295-6877
Chiara ChilleriDepartment of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy.
Fabio MorecchiatoDepartment of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy.ORCID 0000-0003-3785-0554
Nicla GiovacchiniDepartment of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy.
Vincenzo BaldoDepartment of Cardiac, Thoracic, Vascular Sciences, and Public Health, University of Padua, 35128 Padua, Italy.ORCID 0000-0001-6012-9453
Maurizio RuscioDivision of Laboratory Medicine, University Hospital Giuliano Isontina (ASU GI), 34128 Trieste, Italy.ORCID 0000-0002-3446-6613
Francesca MalacarnePublic Health Department, University Health Agency Giuliano-Isontina (ASU GI), 34128 Trieste, Italy.
Francesca MartinDivision of Laboratory Medicine, University Hospital Giuliano Isontina (ASU GI), 34128 Trieste, Italy.
Emanuela OcconiPublic Health Department, University Health Agency Giuliano-Isontina (ASU GI), 34128 Trieste, Italy.
Rosa PratoDepartment of Medical and Surgical Science, University of Foggia, 71122 Foggia, Italy.
Domenico MartinelliDepartment of Medical and Surgical Science, University of Foggia, 71122 Foggia, Italy.
Leonardo AscatignoDepartment of Medical and Surgical Science, University of Foggia, 71122 Foggia, Italy.
Francesca FortunatoDepartment of Medical and Surgical Science, University of Foggia, 71122 Foggia, Italy.ORCID 0000-0003-0665-5385
Maria Cristina RotaDepartment of Infectious Diseases, Istituto Superiore di Sanità, 00161 Rome, Italy.ORCID 0000-0002-9861-446X
Fabio VollerEpidemiology Unit, Regional Health Agency of Tuscany, 50141 Florence, Italy.

Funding

National Center for Disease Control and Prevention CUP: D19C20000250001
6 · The paper itself

Abstract

During the COVID-19 pandemic, some studies suggested that transmission events could originate from schools. This study aimed to evaluate early-warning methods for identifying asymptomatic COVID-19 cases by implementing screening programs in schools. This study was conducted between September 2021 and May 2023, employing a rotation-screening plan for COVID-19 detection on a sample of students aged 14 to 19 years attending secondary schools in the regions of Tuscany, Veneto, Apulia and Friuli-Venezia Giulia. The schools were divided into two groups: experimental and control, with a ratio of 1:2. Two types of molecular salivary tests for SARS-CoV-2 were used to conduct the screening. This study included 16 experimental schools and 32 control schools. Out of 2527 subjects, 11,475 swabs were administrated, with 9177 tests deemed valid for analysis (a 20% loss of tests). Among these, 89 subjects (3.5%) tested positive. In control schools, 1895 subjects (6.5%) tested positive for SARS-CoV-2. This study recorded peaks in infections during the winter and autumn months, consistent with patterns observed in the general population. Beginning in September 2022, a shift occurred, with 2.6% of positive cases reported in the case schools compared to 0.3% in the control schools. Initially, most cases of COVID-19 were detected in the control schools; however, as the pandemic emergency phase concluded, cases were primarily identified through active screening in experimental schools. Although student participation in the active screening campaign was low during the project's extension phase, this approach was efficacious in the early identification of positive cases.

Indexed as

coronavirus diseaseearly-warning methodsalivary testscreeningsevere acute respiratory syndrome coronavirus 2

Identifiers

PMID40871279
PMCPMC12388645

What OpenQuestion holds

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Registered trials

None linked

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.