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The Italian primary school-size distribution and the city-size: a complex nexus
We characterize the statistical law according to which Italian primary school-size distributes. We find that the school-size can be approximated by a log-normal distribution, with a fat lower tail that collects a large number of very small schools. The upper tail of the school-size distribution decr...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4066576/ https://www.ncbi.nlm.nih.gov/pubmed/24954714 http://dx.doi.org/10.1038/srep05301 |
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author | Belmonte, Alessandro Di Clemente, Riccardo Buldyrev, Sergey V. |
author_facet | Belmonte, Alessandro Di Clemente, Riccardo Buldyrev, Sergey V. |
author_sort | Belmonte, Alessandro |
collection | PubMed |
description | We characterize the statistical law according to which Italian primary school-size distributes. We find that the school-size can be approximated by a log-normal distribution, with a fat lower tail that collects a large number of very small schools. The upper tail of the school-size distribution decreases exponentially and the growth rates are distributed with a Laplace PDF. These distributions are similar to those observed for firms and are consistent with a Bose-Einstein preferential attachment process. The body of the distribution features a bimodal shape suggesting some source of heterogeneity in the school organization that we uncover by an in-depth analysis of the relation between schools-size and city-size. We propose a novel cluster methodology and a new spatial interaction approach among schools which outline the variety of policies implemented in Italy. Different regional policies are also discussed shedding lights on the relation between policy and geographical features. |
format | Online Article Text |
id | pubmed-4066576 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-40665762014-06-23 The Italian primary school-size distribution and the city-size: a complex nexus Belmonte, Alessandro Di Clemente, Riccardo Buldyrev, Sergey V. Sci Rep Article We characterize the statistical law according to which Italian primary school-size distributes. We find that the school-size can be approximated by a log-normal distribution, with a fat lower tail that collects a large number of very small schools. The upper tail of the school-size distribution decreases exponentially and the growth rates are distributed with a Laplace PDF. These distributions are similar to those observed for firms and are consistent with a Bose-Einstein preferential attachment process. The body of the distribution features a bimodal shape suggesting some source of heterogeneity in the school organization that we uncover by an in-depth analysis of the relation between schools-size and city-size. We propose a novel cluster methodology and a new spatial interaction approach among schools which outline the variety of policies implemented in Italy. Different regional policies are also discussed shedding lights on the relation between policy and geographical features. Nature Publishing Group 2014-06-23 /pmc/articles/PMC4066576/ /pubmed/24954714 http://dx.doi.org/10.1038/srep05301 Text en Copyright © 2014, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/4.0/ |
spellingShingle | Article Belmonte, Alessandro Di Clemente, Riccardo Buldyrev, Sergey V. The Italian primary school-size distribution and the city-size: a complex nexus |
title | The Italian primary school-size distribution and the city-size: a complex nexus |
title_full | The Italian primary school-size distribution and the city-size: a complex nexus |
title_fullStr | The Italian primary school-size distribution and the city-size: a complex nexus |
title_full_unstemmed | The Italian primary school-size distribution and the city-size: a complex nexus |
title_short | The Italian primary school-size distribution and the city-size: a complex nexus |
title_sort | italian primary school-size distribution and the city-size: a complex nexus |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4066576/ https://www.ncbi.nlm.nih.gov/pubmed/24954714 http://dx.doi.org/10.1038/srep05301 |
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