Articles producció científica> Enginyeria Informàtica i Matemàtiques

Connecting intercity mobility with urban welfare

  • Dades identificatives

    Identificador: imarina:9282439
    Autors:
    Mimar, SayatSoriano-Paños, DavidKirkley, AlecBarbosa, HugoSadilek, AdamArenas, AlexGómez-Gardeñes, JesusGhoshal, Gourab
    Resum:
    Abstract While significant effort has been devoted to understand the role of intraurban characteristics on sustainability and growth, much remains to be understood about the effect of interurban interactions and the role cities have in determining each other’s urban welfare. Here we consider a global mobility network of population flows between cities as a proxy for the communication between these regions, and analyze how it correlates with socioeconomic indicators. We use several measures of centrality to rank cities according to their importance in the mobility network, finding PageRank to be the most effective measure for reflecting these prosperity indicators. Our analysis reveals that the characterization of the welfare of cities based on mobility information hinges on their corresponding development stage. Namely, while network-based predictions of welfare correlate well with economic indicators in mature cities, for developing urban areas additional information about the prosperity of their mobility neighborhood is needed. We develop a simple generative model for the allocation of population flows out of a city that balances the costs and benefits of interaction with other cities that are successful, finding that it provides a strong fit to the flows observed in the global mobility network and highlights the differences in flow patterns between developed and developing urban regions. Our results hint towards the importance of leveraging interurban connections in service of urban development and welfare.
  • Altres:

    Autor segons l'article: Mimar, Sayat; Soriano-Paños, David; Kirkley, Alec; Barbosa, Hugo; Sadilek, Adam; Arenas, Alex; Gómez-Gardeñes, Jesus; Ghoshal, Gourab
    Departament: Enginyeria Informàtica i Matemàtiques
    Autor/s de la URV: Arenas Moreno, Alejandro
    Resum: Abstract While significant effort has been devoted to understand the role of intraurban characteristics on sustainability and growth, much remains to be understood about the effect of interurban interactions and the role cities have in determining each other’s urban welfare. Here we consider a global mobility network of population flows between cities as a proxy for the communication between these regions, and analyze how it correlates with socioeconomic indicators. We use several measures of centrality to rank cities according to their importance in the mobility network, finding PageRank to be the most effective measure for reflecting these prosperity indicators. Our analysis reveals that the characterization of the welfare of cities based on mobility information hinges on their corresponding development stage. Namely, while network-based predictions of welfare correlate well with economic indicators in mature cities, for developing urban areas additional information about the prosperity of their mobility neighborhood is needed. We develop a simple generative model for the allocation of population flows out of a city that balances the costs and benefits of interaction with other cities that are successful, finding that it provides a strong fit to the flows observed in the global mobility network and highlights the differences in flow patterns between developed and developing urban regions. Our results hint towards the importance of leveraging interurban connections in service of urban development and welfare.
    Àrees temàtiques: Social sciences, interdisciplinary Multidisciplinary sciences Multidisciplinary
    Accès a la llicència d'ús: https://creativecommons.org/licenses/by/3.0/es/
    Adreça de correu electrònic de l'autor: alexandre.arenas@urv.cat
    Identificador de l'autor: 0000-0003-0937-0334
    Data d'alta del registre: 2024-09-28
    Versió de l'article dipositat: info:eu-repo/semantics/publishedVersion
    URL Document de llicència: https://repositori.urv.cat/ca/proteccio-de-dades/
    Referència a l'article segons font original: Pnas Nexus. 1 (4): pgac178-
    Referència de l'ítem segons les normes APA: Mimar, Sayat; Soriano-Paños, David; Kirkley, Alec; Barbosa, Hugo; Sadilek, Adam; Arenas, Alex; Gómez-Gardeñes, Jesus; Ghoshal, Gourab (2022). Connecting intercity mobility with urban welfare. Pnas Nexus, 1(4), pgac178-. DOI: 10.1093/pnasnexus/pgac178
    Entitat: Universitat Rovira i Virgili
    Any de publicació de la revista: 2022
    Tipus de publicació: Journal Publications
  • Paraules clau:

    Multidisciplinary Sciences,Social Sciences, Interdisciplinary
    Social sciences, interdisciplinary
    Multidisciplinary sciences
    Multidisciplinary
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