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Strategies and limitations in app usage and human mobility

Cognition has been found to constrain several aspects of human behaviour, such as the number of friends and the number of favourite places a person keeps stable over time. This limitation has been empirically defined in the physical and social spaces. But do people exhibit similar constraints in the...

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Autores principales: De Nadai, Marco, Cardoso, Angelo, Lima, Antonio, Lepri, Bruno, Oliver, Nuria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6662905/
https://www.ncbi.nlm.nih.gov/pubmed/31358830
http://dx.doi.org/10.1038/s41598-019-47493-x
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author De Nadai, Marco
Cardoso, Angelo
Lima, Antonio
Lepri, Bruno
Oliver, Nuria
author_facet De Nadai, Marco
Cardoso, Angelo
Lima, Antonio
Lepri, Bruno
Oliver, Nuria
author_sort De Nadai, Marco
collection PubMed
description Cognition has been found to constrain several aspects of human behaviour, such as the number of friends and the number of favourite places a person keeps stable over time. This limitation has been empirically defined in the physical and social spaces. But do people exhibit similar constraints in the digital space? We address this question through the analysis of pseudonymised mobility and mobile application (app) usage data of 400,000 individuals in a European country for six months. Despite the enormous heterogeneity of apps usage, we find that individuals exhibit a conserved capacity that limits the number of applications they regularly use. Moreover, we find that this capacity steadily decreases with age, as does the capacity in the physical space but with more complex dynamics. Even though people might have the same capacity, applications get added and removed over time. In this respect, we identify two profiles of individuals: app keepers and explorers, which differ in their stable (keepers) vs exploratory (explorers) behaviour regarding their use of mobile applications. Finally, we show that the capacity of applications predicts mobility capacity and vice-versa. By contrast, the behaviour of keepers and explorers may considerably vary across the two domains. Our empirical findings provide an intriguing picture linking human behaviour in the physical and digital worlds which bridges research studies from Computer Science, Social Physics and Computational Social Sciences.
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spelling pubmed-66629052019-08-02 Strategies and limitations in app usage and human mobility De Nadai, Marco Cardoso, Angelo Lima, Antonio Lepri, Bruno Oliver, Nuria Sci Rep Article Cognition has been found to constrain several aspects of human behaviour, such as the number of friends and the number of favourite places a person keeps stable over time. This limitation has been empirically defined in the physical and social spaces. But do people exhibit similar constraints in the digital space? We address this question through the analysis of pseudonymised mobility and mobile application (app) usage data of 400,000 individuals in a European country for six months. Despite the enormous heterogeneity of apps usage, we find that individuals exhibit a conserved capacity that limits the number of applications they regularly use. Moreover, we find that this capacity steadily decreases with age, as does the capacity in the physical space but with more complex dynamics. Even though people might have the same capacity, applications get added and removed over time. In this respect, we identify two profiles of individuals: app keepers and explorers, which differ in their stable (keepers) vs exploratory (explorers) behaviour regarding their use of mobile applications. Finally, we show that the capacity of applications predicts mobility capacity and vice-versa. By contrast, the behaviour of keepers and explorers may considerably vary across the two domains. Our empirical findings provide an intriguing picture linking human behaviour in the physical and digital worlds which bridges research studies from Computer Science, Social Physics and Computational Social Sciences. Nature Publishing Group UK 2019-07-29 /pmc/articles/PMC6662905/ /pubmed/31358830 http://dx.doi.org/10.1038/s41598-019-47493-x Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
De Nadai, Marco
Cardoso, Angelo
Lima, Antonio
Lepri, Bruno
Oliver, Nuria
Strategies and limitations in app usage and human mobility
title Strategies and limitations in app usage and human mobility
title_full Strategies and limitations in app usage and human mobility
title_fullStr Strategies and limitations in app usage and human mobility
title_full_unstemmed Strategies and limitations in app usage and human mobility
title_short Strategies and limitations in app usage and human mobility
title_sort strategies and limitations in app usage and human mobility
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6662905/
https://www.ncbi.nlm.nih.gov/pubmed/31358830
http://dx.doi.org/10.1038/s41598-019-47493-x
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