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Longitudinal Environmental Inequality and Environmental Gentrification: Who Gains From Cleaner Air?


  • John Voorheis


A vast empirical literature has convincingly shown that there is pervasive cross-sectional inequality in exposure to environmental hazards. However, less is known about how these inequalities have been evolving over time. I fill this gap by creating a new dataset, which combines satellite data on ground-level concentrations of fine particulate matter with linked administrative and survey data. This linked dataset allows me to measure individual pollution exposure for over 100 million individuals in each year between 2000 and 2014, a period of time has seen substantial improvements in average air quality. This rich dataset can then be used to analyze longitudinal dimensions of environmental inequality by examining the distribution of changes in individual pollution exposure that underlie these aggregate improvements. I confirm previous findings that cross-sectional environmental inequality has been on the decline, but I argue that this may miss longitudinal patterns in exposure that are consistent with environmental gentrification. I find that advantaged individuals at the beginning of the sample experience larger pollution exposure reductions than do initially disadvantaged individuals.

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  • John Voorheis, 2017. "Longitudinal Environmental Inequality and Environmental Gentrification: Who Gains From Cleaner Air?," CARRA Working Papers 2017-04, Center for Economic Studies, U.S. Census Bureau.
  • Handle: RePEc:cen:cpaper:2017-04

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    References listed on IDEAS

    1. Victor Lavy & Avraham Ebenstein & Sefi Roth, 2014. "The Impact of Short Term Exposure to Ambient Air Pollution on Cognitive Performance and Human Capital Formation," NBER Working Papers 20648, National Bureau of Economic Research, Inc.
    2. Deborah Wagner & Mary Lane, 2014. "The Person Identification Validation System (PVS): Applying the Center for Administrative Records Research and Applications’ (CARRA) Record Linkage Software," CARRA Working Papers 2014-01, Center for Economic Studies, U.S. Census Bureau.
    3. Zwickl, Klara & Ash, Michael & Boyce, James K., 2014. "Regional variation in environmental inequality: Industrial air toxics exposure in U.S. cities," Ecological Economics, Elsevier, vol. 107(C), pages 494-509.
    4. Currie, Janet & Neidell, Matthew & Schmieder, Johannes F., 2009. "Air pollution and infant health: Lessons from New Jersey," Journal of Health Economics, Elsevier, vol. 28(3), pages 688-703, May.
    5. Stephen P. Jenkins & Philippe Van Kerm, 2016. "Assessing Individual Income Growth," Economica, London School of Economics and Political Science, vol. 83(332), pages 679-703, October.
    6. Lara P Clark & Dylan B Millet & Julian D Marshall, 2014. "National Patterns in Environmental Injustice and Inequality: Outdoor NO2 Air Pollution in the United States," PLOS ONE, Public Library of Science, vol. 9(4), pages 1-8, April.
    7. Prashant Bharadwaj & Matthew Gibson & Joshua Graff Zivin & Christopher Neilson, 2017. "Gray Matters: Fetal Pollution Exposure and Human Capital Formation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 505-542.
    8. Glenn Sheriff & Kelly B. Maguire, 2013. "Ranking Distributions of Environmental Outcomes Across Population Groups," NCEE Working Paper Series 201304, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised Aug 2013.
    9. Marina Vornovytskyy & James Boyce, 2010. "Economic Inequality and Environmental Quality: Evidence of Pollution Shifting in Russia," Working Papers wp217, Political Economy Research Institute, University of Massachusetts at Amherst.
    10. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
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    Cited by:

    1. Janet Currie & John Voorheis & Reed Walker, 2020. "What Caused Racial Disparities in Particulate Exposure to Fall? New Evidence from the Clean Air Act and Satellite-Based Measures of Air Quality," Working Papers 20-02, Center for Economic Studies, U.S. Census Bureau.
    2. John Voorheis, 2017. "Air Quality, Human Capital Formation and the Long-term Effects of Environmental Inequality at Birth," CARRA Working Papers 2017-05, Center for Economic Studies, U.S. Census Bureau.
    3. Janet Currie & John Voorheis & Reed Walker, 2020. "What Caused Racial Disparities in Particulate Exposure to Fall? New Evidence from the Clean Air Act and Satellite-Based Measures of Air Quality," NBER Working Papers 26659, National Bureau of Economic Research, Inc.

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