Working Papers
Working Papers
This article examines the geographical and social distribution of air pollution cocktails with French data at the neighborhood level over the period 2012-2021. Using daily concentration data for the four main regulated air pollutants, I create new indicators that capture simultaneous exposure to air pollutants and match them with income data to estimate environmental inequalities. The results show that large urban areas, especially their cores, accumulate a high number of days per year with air pollution levels above World Health Organization daily thresholds, and that a substantial share of these days involve multiple pollutants simultaneously (around 40% in the largest cores). Within Urban Attraction Areas, higher-income neighborhoods are less exposed (about 12 fewer polluted days per year and a lower share of multi-pollutant cocktail days) partly because they are less concentrated in polluted cores, whereas the Paris Urban Attraction Area displays a particular pattern in which both the poorest and the richest (top 5%) remain highly exposed, due to their location in the amenity-rich but polluted core where high housing prices coexist with social housing and an ageing, often substandard, housing stock.
Air Pollution and the Reproduction of Socio-Economic Inequality with Simon Briole [Job Market Paper]
Abstract:
This paper examines whether air pollution shocks contribute to the reproduction of educational inequality. We combine daily PM2.5 data with exhaustive administrative records covering 5 million secondary school students between 2010 and 2017 in France. Exploiting variation in pollution driven by wind direction, we estimate the causal effect of exam-day exposure on performance in two national high-stakes examinations. We document pronounced socio-economic heterogeneity: while more advantaged students are unaffected, exposure to PM2.5above the WHO guideline reduces test scores by 4-7% of a standard deviation among disadvantaged students, representing 10-25% of the baseline achievement gap between the two groups. We further show that vulnerability to pollution is strongly predicted by a novel individual-level measure of performance under high-stakes conditions, capturing cognitive resilience distinct from accumulated knowledge and itself socially stratified. Our results imply that acute pollution shocks may reinforce long-term and intergenerational inequalities.
Industrial Pollution and Educational Achievement: Evidence from Wind-Driven Exposure to Emissions from French Industrial Plants, with Simon Briole
Abstract:
We estimate the causal effect of chronic exposure to industrial pollution release during lower-secondary school on performance at the French brevet, the national examination taken at the end of grade 9th. We link exhaustive administrative data of French pupils in three cohorts (2010--2012), to the universe of industrial facilities declaring emissions of thirteen major pollutants, and we construct each school cohort's cumulative downwind exposure to airborne industrial releases over the four years of lower-secondary school from plant-level emissions and daily wind data. A one-standard-deviation increase in realized downwind exposure lowers brevet scores by 0.069 standard deviations and the diploma pass rate by 1.8 percentage points. The effect is driven by the particulates (PM10), reactive gases, and neurotoxic metals emitted predominantly by metallurgy and energy plants.
Publications
Camille Salesse, Who suffers the heat? Partial adaptation and persistent inequalities in France, Ecological Economics, Vol. 241, 2026, 108873.
Media Coverage : Mediapart , Alternatives Economiques
Policy Notes
Les inégalités sociales et territoriales face aux canicules. Sciences po LIEPP Policy Brief n°86, 2026.
Des cocktails délétères : Les inégalités d’exposition aux pollutions de l’air en France. Sciences po LIEPP Policy Brief n°64, 2023.
Inégalités environnementales et sociales se superposent-elles ?, with Mathilde Viennot and Julien Fosse, La note d’analyse de France Stratégie, vol. 112, no. 7, 2022, pp. 1-16.
Work In Progress
Heatwaves, Labor Market Outcomes and Inequality in France, with Pauline Leveneur
The many dimensions of inequalities (MADIMIN), Funded by National Research Agency (ANR), 2024-2028