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The impact of regular school closure on seasonal influenza epidemics: a data-driven spatial transmission model for Belgium

Identifieur interne : 000425 ( Main/Exploration ); précédent : 000424; suivant : 000426

The impact of regular school closure on seasonal influenza epidemics: a data-driven spatial transmission model for Belgium

Auteurs : Giancarlo De Luca [France] ; Kim Van Kerckhove [Belgique] ; Pietro Coletti [Belgique] ; Chiara Poletto [France] ; Nathalie Bossuyt [Belgique] ; Niel Hens [Belgique] ; Vittoria Colizza [France]

Source :

RBID : Hal:inserm-01683558

English descriptors

Abstract

BackgroundSchool closure is often considered as an option to mitigate influenza epidemics because of its potential to reduce transmission in children and then in the community. The policy is still however highly debated because of controversial evidence. Moreover, the specific mechanisms leading to mitigation are not clearly identified.MethodsWe introduced a stochastic spatial age-specific metapopulation model to assess the role of holiday-associated behavioral changes and how they affect seasonal influenza dynamics. The model is applied to Belgium, parameterized with country-specific data on social mixing and travel, and calibrated to the 2008/2009 influenza season. It includes behavioral changes occurring during weekend vs. weekday, and holiday vs. school-term. Several experimental scenarios are explored to identify the relevant social and behavioral mechanisms.ResultsStochastic numerical simulations show that holidays considerably delay the peak of the season and mitigate its impact. Changes in mixing patterns are responsible for the observed effects, whereas changes in travel behavior do not alter the epidemic. Weekends are important in slowing down the season by periodically dampening transmission. Christmas holidays have the largest impact on the epidemic, however later school breaks may help in reducing the epidemic size, stressing the importance of considering the full calendar. An extension of the Christmas holiday of 1 week may further mitigate the epidemic.ConclusionChanges in the way individuals establish contacts during holidays are the key ingredient explaining the mitigating effect of regular school closure. Our findings highlight the need to quantify these changes in different demographic and epidemic contexts in order to provide accurate and reliable evaluations of closure effectiveness. They also suggest strategic policies in the distribution of holiday periods to minimize the epidemic impact.


Url:
DOI: 10.1186/s12879-017-2934-3


Affiliations:


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<p>BackgroundSchool closure is often considered as an option to mitigate influenza epidemics because of its potential to reduce transmission in children and then in the community. The policy is still however highly debated because of controversial evidence. Moreover, the specific mechanisms leading to mitigation are not clearly identified.MethodsWe introduced a stochastic spatial age-specific metapopulation model to assess the role of holiday-associated behavioral changes and how they affect seasonal influenza dynamics. The model is applied to Belgium, parameterized with country-specific data on social mixing and travel, and calibrated to the 2008/2009 influenza season. It includes behavioral changes occurring during weekend vs. weekday, and holiday vs. school-term. Several experimental scenarios are explored to identify the relevant social and behavioral mechanisms.ResultsStochastic numerical simulations show that holidays considerably delay the peak of the season and mitigate its impact. Changes in mixing patterns are responsible for the observed effects, whereas changes in travel behavior do not alter the epidemic. Weekends are important in slowing down the season by periodically dampening transmission. Christmas holidays have the largest impact on the epidemic, however later school breaks may help in reducing the epidemic size, stressing the importance of considering the full calendar. An extension of the Christmas holiday of 1 week may further mitigate the epidemic.ConclusionChanges in the way individuals establish contacts during holidays are the key ingredient explaining the mitigating effect of regular school closure. Our findings highlight the need to quantify these changes in different demographic and epidemic contexts in order to provide accurate and reliable evaluations of closure effectiveness. They also suggest strategic policies in the distribution of holiday periods to minimize the epidemic impact.</p>
</div>
</front>
</TEI>
<affiliations>
<list>
<country>
<li>Belgique</li>
<li>France</li>
</country>
</list>
<tree>
<country name="France">
<noRegion>
<name sortKey="Luca, Giancarlo De" sort="Luca, Giancarlo De" uniqKey="Luca G" first="Giancarlo De" last="Luca">Giancarlo De Luca</name>
</noRegion>
<name sortKey="Colizza, Vittoria" sort="Colizza, Vittoria" uniqKey="Colizza V" first="Vittoria" last="Colizza">Vittoria Colizza</name>
<name sortKey="Poletto, Chiara" sort="Poletto, Chiara" uniqKey="Poletto C" first="Chiara" last="Poletto">Chiara Poletto</name>
</country>
<country name="Belgique">
<noRegion>
<name sortKey="Kerckhove, Kim Van" sort="Kerckhove, Kim Van" uniqKey="Kerckhove K" first="Kim Van" last="Kerckhove">Kim Van Kerckhove</name>
</noRegion>
<name sortKey="Bossuyt, Nathalie" sort="Bossuyt, Nathalie" uniqKey="Bossuyt N" first="Nathalie" last="Bossuyt">Nathalie Bossuyt</name>
<name sortKey="Coletti, Pietro" sort="Coletti, Pietro" uniqKey="Coletti P" first="Pietro" last="Coletti">Pietro Coletti</name>
<name sortKey="Hens, Niel" sort="Hens, Niel" uniqKey="Hens N" first="Niel" last="Hens">Niel Hens</name>
</country>
</tree>
</affiliations>
</record>

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