ArticleProceedings of the National Academy of Sciences of the United States of America2022
Infrastructure inequality is a characteristic of urbanization.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 27 papers, 1 of them a synthesis that pooled it.
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Who cites it
27 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Artificial light at night and risk of depression: a systematic review and meta-analysis.Environmental health and preventive medicine · 2024Pooled it
- Area-Consistent Aggregation of SDGSAT-1 Nighttime Light Data: A Radiant Flux Framework for Cross-City Population Estimation.Sensors (Basel, Switzerland) · 2026Article
- Food-related energy consumption can help reveal poverty in rural Chinese households.Nature communications · 2026Article
- Tunable and computationally efficient framework for retrofitting: Budget allocation using income and spatial equity.PNAS nexus · 2026Article
- Satellite mapping of every building's function in urban China reveals deep built environment disparities.Nature communications · 2026Article
- Measuring global human accessibility to essential daily necessities and services.Nature communications · 2025Article
- Declining subjective well-being disparities concurrent with urbanization in China.National science review · 2025Article
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- Inequality in infrastructure access and its association with health disparities.Nature human behaviour · 2025Article
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- Big cities fuel inequality within and across generations.PNAS nexus · 2025Article
- Rising infrastructure inequalities accompany urbanization and economic development.Nature communications · 2025Article
- Global urban greening and its implication for urban heat mitigation.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Urban versus rural older adults: occupational balance and quality of life comparison.BMC geriatrics · 2025Article
- Article
- The material stock needed to reduce disparity in access to basic services: a case study of India, across spatial scales.npj urban sustainability · 2025Article
- Global urban and rural settlement dataset from 2000 to 2020.Scientific data · 2024Article
- Working hours influence preferences of residents for micro features of small urban green spaces.Scientific reports · 2024Article
- Effects of human inequality and urbanization on ecological well-being performance: A System-GMM analysis.Heliyon · 2024Article
- Equitable infrastructure: Achieving resilient systems and restorative justice through policy and research innovation.PNAS nexus · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Urbanization can challenge sustainable development if it produces unequal outcomes. Infrastructure is an important urbanization dimension, providing services to support diverse urban activities. However, it can lock in unequal outcomes due to its durable nature. This paper studies inequalities in infrastructure distributions to derive insights into the structure and characteristics of unequal outcomes associated with urbanization. We analyzed infrastructure inequalities in two emerging economies in the Global South: India and South Africa. We developed and applied an inequality measure to understand the structure of inequality in infrastructure provisioning (based on census data) and infrastructure availability (based on satellite nighttime lights [NTLs] data). Consistent with differences in economic inequality, results show greater inequalities in South Africa than in India and greater urban inequalities than rural inequalities. Nevertheless, inequalities in urban infrastructure provisioning and infrastructure availability increase from finer to coarser spatial scales. NTL-based inequality measurements additionally show that inequalities are more concentrated at coarse spatial scales in India than in South Africa. Finally, results show that urban inequalities in infrastructure provisioning covary with urbanization levels conceptualized as a multidimensional phenomenon, including demographic, economic, and infrastructural dimensions. Similarly, inequalities in urban infrastructure availability increase monotonically with infrastructure development levels and urban population size. Together, these findings underscore infrastructure inequalities as a feature of urbanization and suggest that understanding urban inequalities requires applying an inequality lens to urbanization.
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