marcos oliveira

moliveiratuta.io
Larger cities, more commuters, more crime? The role of inter-city commuting in the scaling of urban crime




Abstract

Cities attract a daily influx of non-resident commuters, reflecting their role in wider urban networks – not as isolated places. However, it remains unclear how this inter-connectivity shapes the way crime scales with population, given that larger cities tend to receive more commuters and experience more crime. Here, we investigate how inter-city commuting relates to the population–crime relationship. We find that larger cities receive proportionately more commuters, which in turn is associated with higher crime levels. Specifically, each 1% increase in inbound commuters corresponds to a 0.32% rise in theft and 0.20% rise in burglary, holding population constant. We show that models incorporating both population and commuter inflows better explain crime variation than population-only models. These findings underscore the importance of considering how cities are connected – not just their population size – in disentangling the population–crime relationship.




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[arXiv]
[Link to publication]

Cite this paper

@article{puttock2025larger,
  author={Puttock, Simon and Barros, Umberto and Pinheiro, Diego and Oliveira, Marcos},
  title={Larger cities, more commuters, more crime? The role of inter-city commuting in the scaling of urban crime},
  journal={Crime Science},
  volume={14},
  number={1},
  pages={19},
  year={2025},
  month=Dec,
  DOI={10.1186/s40163-025-00264-8},
  url={https://doi.org/10.1186/s40163-025-00264-8}
}