Evidence map›Paper›PMID 42424498›Full record

ArticleInternational journal of epidemiology2026

The impact of school-based mitigation measures on the transmission of respiratory pathogens: the case of SARS-CoV-2.

Laura Fumanelli, Giorgio Guzzetta, Martina Del Manso, Antonino Bella, Massimo Vicentini, Olivera Djuric, Eufemia Bisaccia, Pamela Mancuso, Silvia Cilloni, Elisabetta Larosa and 3 more

Abstract read
In one paragraph

Article in International journal of epidemiology, 2026. 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

13 authors.

Laura FumanelliCenter for Health Emergencies, Bruno Kessler Foundation, Trento, Italy.ORCID 0000-0001-9017-2217
Giorgio GuzzettaCenter for Health Emergencies, Bruno Kessler Foundation, Trento, Italy.
Martina Del MansoDepartment of Infectious Diseases, Istituto Superiore di Sanità, Rome, Italy.
Antonino BellaDepartment of Infectious Diseases, Istituto Superiore di Sanità, Rome, Italy.
Massimo VicentiniEpidemiology Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, Italy.
Olivera DjuricEpidemiology Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, Italy.
Eufemia BisacciaPublic Health Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, Italy.
Pamela MancusoEpidemiology Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, Italy.
Silvia CilloniPublic Health Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, Italy.
Elisabetta LarosaPublic Health Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, Italy.
Patrizio PezzottiDepartment of Infectious Diseases, Istituto Superiore di Sanità, Rome, Italy.
Paolo Giorgi RossiEpidemiology Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, Italy.ORCID 0000-0001-9703-2460
Stefano MerlerCenter for Health Emergencies, Bruno Kessler Foundation, Trento, Italy.

Funding

European Union 101045989European Union fundingNextGeneration EU-MUR PNRR Extended Partnership Initiative on Emerging Infectious Diseases PE00000007
6 · The paper itself

Abstract

backgroundSchool-based mitigation measures can curb transmission of severe respiratory pathogens but may also impose high societal costs. Understanding their impact at the population level is key for pandemic preparedness evaluations.

methodsWe developed an individual-based model of SARS-CoV-2 transmission in households, schools, and the general community, calibrated to epidemiological estimates from complete contact tracing data collected in the province of Reggio Emilia, Italy, during March-April 2021 (a period characterized by the dominance of the Alpha variant and strict community restrictions). We quantified the impact of school-based mitigation measures, including distance-learning mandates, reactive class quarantines, and periodic screening.

resultsUnmitigated transmission in schools would increase the population-level SARS-CoV-2 reproduction number from 0.94 (95% confidence interval [CI]: 0.84-1.03) to 1.38 (95% CI: 1.29-1.47), substantially amplifying COVID-19 morbidity and mortality. Intensive contact tracing with reactive class quarantines would reduce disease burden but would be insufficient to prevent widespread epidemic growth. Weekly universal screening of students and teachers with highly specific rapid tests, on top of contact tracing and reactive class quarantines, could effectively reduce the spread of infections and maintain a high level of in-person education.

conclusionsFor highly transmissible severe respiratory infection with significant cryptic transmission, distance learning mandates may be necessary to protect vulnerable populations. However, weekly screening in schools may offer a viable strategy to preserve in-person education.

Indexed as

COVID-19SchoolsContact TracingHumansItalyPandemic PreparednessQuarantineSARS-CoV-2impact assessmentmitigation measurespandemic preparedness and responserespiratory infectionsSARS-CoV-2schools

Identifiers

PMID42424498
PMCPMC13348709

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.