Who holds cities together?
Cities are platforms for social interactions, composed of complex, vibrant networks of individuals with different histories and backgrounds. These social networks are of particular importance as they foster learning and innovation spillovers, contributing to information diffusion and agglomeration economies. Mobility changes due to new digital possibilities (home office and e-commerce), shuffle these networks' structure that shapes urban areas as we know them.
This project intends to understand how individuals' exposure to different demographic groups is affected by such treatments. Using anonymized collocation cell phone data for more than 1.2 million individuals in Singapore (21% of the 2020 population) between September 2019 and May 2020, we assess how social mixing is affected by several mobility shocks, including the Covid-19 social distancing measures, heavy air pollution, and weather anomalies. In particular, we measure social mixing across age groups and ethnic groups.
With these results in hand, we focus on the ties holding these different demographic clusters together. We then compute a betweenness centrality index for each node and identify the agents and places pivotal for the network cohesion. We complete this with a percolation analysis exercise to estimate who and how many agents need to be removed from the city's network for the latter to collapse in a multitude of demographically homogenous clusters. Overall, this project provides new insights into the key agents and places that hold urban networks together. At the dawn of a digital age, it sheds light on the process through which lessened mobility unravels cities' social bonds and may affect agglomeration economies.