Peer-reviewed article
Pushing the boundary of child well-being: A spatial examination of child mortality in transition zones of extreme economic inequality and material hardship
Gia Elise Barboza-Salerno, Brittany Liebhard, Karla Schockley-McCarthy, Sharefa Duhaney ·
Summary
Written by AI, not yet AICS's view · claude-haiku-4-5-20251001This research examines how economic inequality and hardship shape child mortality risk in urban areas of the United States. Using statistical modeling, researchers identified neighborhood 'social frontiers'—areas where there are extreme differences in economic hardship between adjacent neighborhoods. Children living near these boundaries face a 22% higher risk of death compared to other areas, even after accounting for other factors like racial segregation and poverty concentration. The study suggests these high-risk transition zones warrant targeted prevention efforts.
Key points
- 413 neighborhood boundaries characterized by extreme economic inequality differences (four deciles) were identified
- Living near a social frontier associated with 22% higher relative risk of child fatality
- Effect persists after controlling for racial segregation, concentrated disadvantage, residential mobility, and immigrant concentration
- Intentional and accidental child deaths are highly clustered in socially disadvantaged areas
- Rapid spatial changes in child fatality risk occur at economic transition zones in urban settings
Limitations
This is a spatial analysis based on existing mortality data; it cannot explain the mechanisms or causal pathways through which proximity to economic inequality boundaries increases child fatality risk. The study does not evaluate any specific intervention, making it impossible to determine what prevention strategies would be most effective in these identified transition zones.
Abstract
Abstract How do patterns of socioeconomic inequality shape the risk of child fatality in urban areas? Studies have demonstrated that intentional and accidental deaths of children are highly clustered into areas of social disadvantage. However, in complex urban settings, the risk of death to children is likely to exhibit a more localized spatial structure characterized by rapid changes in child fatality risk. The present research uses Bayesian hierarchical modeling to detect spatial discontinuities in child fatality risk in transition areas defined by elevated levels of economic hardship and inequality (EHI). The analysis detected 413 neighborhood boundaries characterized by extreme differences in EHI (i.e., a difference of four deciles). Living in proximity to a boundary of extreme difference, called a social frontier, is associated with a 22% higher relative risk of child fatality beyond measures of neighborhood racial segregation, concentrated disadvantage, residential mobility, and immigrant concentration. The significance of identifying neighborhoods characterized as a social frontier where children may benefit from additional preventive interventions is discussed in context.