Growth, innovation, scaling, and the pace of life in cities
Open accessAbstract
Humanity has just crossed a major landmark in its history with the majority of people now living in cities. Cities have long been known to be society's predominant engine of innovation and wealth creation, yet they are also its main source of crime, pollution, and disease. The inexorable trend toward urbanization worldwide presents an urgent challenge for developing a predictive, quantitative theory of urban organization and sustainable development. Here we present empirical evidence indicating that the processes relating urbanization to economic development and knowledge creation are very general, being shared by all cities belonging to the same urban system and sustained across different nations and times. Many diverse properties of cities from patent production and personal income to electrical cable length are shown to be power law functions of population size with scaling exponents, β, that fall into distinct universality classes. Quantities reflecting wealth creation and innovation have β ≈1.2 >1 (increasing returns), whereas those accounting for infrastructure display β ≈0.8 <1 (economies of scale). We predict that the pace of social life in the city increases with population size, in quantitative agreement with data, and we discuss how cities are similar to, and differ from, biological organisms, for which β<1. Finally, we explore possible consequences of these scaling relations by deriving growth equations, which quantify the dramatic difference between growth fueled by innovation versus that driven by economies of scale. This difference suggests that, as population grows, major innovation cycles must be generated at a continually accelerating rate to sustain growth and avoid stagnation or collapse.
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The evolution of social and economic life in cities increases with population size: wages, income, gross domestic product and bank deposits scale superlinearly, over different years and nations, with statistically consistent exponents.
“The evolution of social and economic life in cities increases with population size: wages, income, gross domestic product and bank deposits scale super linearly, over different years and nations, with statistically consistent exponents (Bettencourt et al. 2007;Andersson et al. 2006;Florida 2004;Barabasi and Albert 1999).”
From A Network Approach to Link Visibility and Urban Activity Location (2018) · cites this paper as Bettencourt et al. 2007
Concentrating human populations within cities transforms the economies of scale in human interactions, producing higher average incomes and enabling a wide array of novel social benefits as urban systems advance, which in turn enable further growth and help to drive rural-urban migration.
“Concentrating human populations within cities transforms the economies of scale in human interactions, producing higher average incomes and enabling a wide array of novel social benefits as urban systems advance (98, 99), which in turn enable further growth and help to drive rural–urban migration (100, 101).”
From Used planet: a global history (2013) · cites this paper as [98]
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- Authors
- Bettencourt, L. M. A., Lobo, J., Helbing, D., Kühnert, C., & West, G. B.
- Affiliations
- Los Alamos National Laboratory (US)
- Arizona State University (US)
- Technische Universität Dresden (DE)
- Santa Fe Institute (US)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2007-04-24
- Volume
- 104
- Issue
- 17
- Pages
- 7301-7306
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC1852329
- OpenAlex
- W2161291053
- Cited by
- 2,699
- References
- 48
- Citations by year
- 2026: 167 · 2025: 169 · 2024: 175 · 2023: 166 · 2022: 192 · 2021: 263 · 2020: 198 · 2019: 198 · 2018: 220 · 2017: 148 · 2016: 178 · 2015: 159 · 2014: 136 · 2013: 89 · 2012: 81
- FWCI
- 82.24
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Regional Economics and Spatial Analysis
- Social Sciences › Urban Studies › Global Urban Networks and Dynamics
- Physical Sciences › Engineering › Building and Construction › Urban Design and Spatial Analysis
- Keywords
- urban scaling, urbanization, power law, innovation, knowledge production, economic growth, economies of scale, increasing returns, urban infrastructure, urban metabolism, urban sustainability, innovation cycle
- MeSH terms
- Cities, Human Activities, Life Style, Urbanization
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