Uncovering the socioeconomic structure of spatial and social interactions in cities
arXiv:2105.02519 · doi:10.3390/urbansci7010015
Abstract
The relationship between urban mobility, social networks and socioeconomic status is complex and difficult to apprehend, notably due to the lack of data. Here we use mobile phone data to analyze the socioeconomic structure of spatial and social interaction in the Chilean's urban system. Based on the concept of spatial and social events, we develop a methodology to assess the level of spatial and social interactions between locations according to their socioeconomic status. We demonstrate that people with the same socioeconomic status preferentially interact with locations and people with a similar socioeconomic status. We also show that this proximity varies similarly for both spatial and social interactions during the course of the week. Finally, we highlight that these preferential interactions appear to be holding when considering city-city interactions.
arXiv comment9 pages, 4 figures + Appendix
References in corpus (16)
- Understanding individual human mobility patterns
- Human Mobility: Models and Applications
- Geographic constraints on social network groups
- The Scales of Human Mobility
- An analytical framework to nowcast well-being using mobile phone data
- Urban Pulse: Capturing the Rhythm of Cities
- Uncovering the socioeconomic facets of human mobility
- Comparing and modeling land use organization in cities
- Patterns of residential segregation
- Information flow reveals prediction limits in online social activity
- The time geography of segregation during working hours
- Contrasting social and non-social sources of predictability in human mobility
- Entropy as a measure of attractiveness and socioeconomic complexity in Rio de Janeiro metropolitan area
- Mobile phone indicators and their relation to the socioeconomic organisation of cities
- City limits in the age of smartphones and urban scaling
- On the importance of trip destination for modeling individual human mobility patterns