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A Bayesian Network Model for Supporting School Managers Decisions in the Pandemic Era

Due to the dramatic health situation caused by the COVID-19 pandemic, in Italy the emergency remote teaching lasted longer than in other countries. The mandatory teaching modalities have required digital transformation processes in a framework where digital-divide is one of the limitations to school...

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Detalles Bibliográficos
Autores principales: Musella, Flaminia, Vicard, Paola, De Angelis, Maria Chiara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9160862/
https://www.ncbi.nlm.nih.gov/pubmed/35669551
http://dx.doi.org/10.1007/s11205-022-02952-3
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author Musella, Flaminia
Vicard, Paola
De Angelis, Maria Chiara
author_facet Musella, Flaminia
Vicard, Paola
De Angelis, Maria Chiara
author_sort Musella, Flaminia
collection PubMed
description Due to the dramatic health situation caused by the COVID-19 pandemic, in Italy the emergency remote teaching lasted longer than in other countries. The mandatory teaching modalities have required digital transformation processes in a framework where digital-divide is one of the limitations to school modernization. We believe that the experience can promote a deeper formatting of organizational process. The paper shows results of a multitarget research carried out during the Italian lockdown aiming at animating the debate around school from multi-actors perspectives and at supporting policies. The paper aims at showing the potentiality of a multivariate statistical method as a tool supporting school managers in identifying those challenges they have to face to improve the setting up of internal processes. The main result is a model supporting the decision making process at orienting school managers strategies.
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spelling pubmed-91608622022-06-02 A Bayesian Network Model for Supporting School Managers Decisions in the Pandemic Era Musella, Flaminia Vicard, Paola De Angelis, Maria Chiara Soc Indic Res Original Research Due to the dramatic health situation caused by the COVID-19 pandemic, in Italy the emergency remote teaching lasted longer than in other countries. The mandatory teaching modalities have required digital transformation processes in a framework where digital-divide is one of the limitations to school modernization. We believe that the experience can promote a deeper formatting of organizational process. The paper shows results of a multitarget research carried out during the Italian lockdown aiming at animating the debate around school from multi-actors perspectives and at supporting policies. The paper aims at showing the potentiality of a multivariate statistical method as a tool supporting school managers in identifying those challenges they have to face to improve the setting up of internal processes. The main result is a model supporting the decision making process at orienting school managers strategies. Springer Netherlands 2022-06-02 2022 /pmc/articles/PMC9160862/ /pubmed/35669551 http://dx.doi.org/10.1007/s11205-022-02952-3 Text en © The Author(s), under exclusive licence to Springer Nature B.V. 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Research
Musella, Flaminia
Vicard, Paola
De Angelis, Maria Chiara
A Bayesian Network Model for Supporting School Managers Decisions in the Pandemic Era
title A Bayesian Network Model for Supporting School Managers Decisions in the Pandemic Era
title_full A Bayesian Network Model for Supporting School Managers Decisions in the Pandemic Era
title_fullStr A Bayesian Network Model for Supporting School Managers Decisions in the Pandemic Era
title_full_unstemmed A Bayesian Network Model for Supporting School Managers Decisions in the Pandemic Era
title_short A Bayesian Network Model for Supporting School Managers Decisions in the Pandemic Era
title_sort bayesian network model for supporting school managers decisions in the pandemic era
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9160862/
https://www.ncbi.nlm.nih.gov/pubmed/35669551
http://dx.doi.org/10.1007/s11205-022-02952-3
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