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Perceived Pollution and Residential Sorting in Germany: Income May Not Sort, But it Helps to Escape

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  • Rüttenauer, Tobias
  • Best, Henning

Abstract

The disproportionate exposure of minorities and socio-economically disadvantaged households to environmental pollution is often explained by selective migration or sorting mechanisms. Yet, previous empirical findings remain inconclusive. In this study, we offer an explanation for mixed findings by focusing on the selective out-migration process triggered by environmental pollution. We use household-level panel data of the German SOEP from 1986 to 2016 and within-household estimates of correlated random effects probit models. More precisely, we test if the subjective impairment through air pollution selectively affects the probability of out-migration according to income and minority status. We find that perceived air pollution has a stronger effect on the likelihood of moving for households experiencing an income increase. Surprisingly, we find only small and imprecise differences between native German and first generation immigrant households, and a relatively large proportion of this difference can be explained by income. This indicates that selective out-migration processes substantially differ from selective in-migration processes, and environmental inequality research should more carefully distinguish the single steps of neighbourhood sorting.

Suggested Citation

  • Rüttenauer, Tobias & Best, Henning, 2020. "Perceived Pollution and Residential Sorting in Germany: Income May Not Sort, But it Helps to Escape," SocArXiv wdu2n, Center for Open Science.
  • Handle: RePEc:osf:socarx:wdu2n
    DOI: 10.31219/osf.io/wdu2n
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    References listed on IDEAS

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    1. Shanti Gamper-Rabindran & Christopher Timmins, 2011. "Hazardous Waste Cleanup, Neighborhood Gentrification, and Environmental Justice: Evidence from Restricted Access Census Block Data," American Economic Review, American Economic Association, vol. 101(3), pages 620-624, May.
    2. Banzhaf, H. Spencer & Walsh, Randall P., 2013. "Segregation and Tiebout sorting: The link between place-based investments and neighborhood tipping," Journal of Urban Economics, Elsevier, vol. 74(C), pages 83-98.
    3. repec:nas:journl:v:115:y:2018:p:10636-10641 is not listed on IDEAS
    4. H. Spencer Banzhaf & Lala Ma & Christopher Timmins, 2019. "Environmental Justice: Establishing Causal Relationships," Annual Review of Resource Economics, Annual Reviews, vol. 11(1), pages 377-398, October.
    5. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    6. Goebel Jan & Grabka Markus M. & Liebig Stefan & Kroh Martin & Richter David & Schröder Carsten & Schupp Jürgen, 2019. "The German Socio-Economic Panel (SOEP)," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 239(2), pages 345-360, April.
    7. Bayer, Patrick & Keohane, Nathaniel & Timmins, Christopher, 2009. "Migration and hedonic valuation: The case of air quality," Journal of Environmental Economics and Management, Elsevier, vol. 58(1), pages 1-14, July.
    8. Michael Ewens & Bryan Tomlin & Liang Choon Wang, 2014. "Statistical Discrimination or Prejudice? A Large Sample Field Experiment," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 119-134, March.
    9. James T. Hamilton, 1995. "Testing for environmental racism: Prejudice, profits, political power?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 14(1), pages 107-132.
    10. Chamberlain, Gary, 1982. "Multivariate regression models for panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
    11. H. Spencer Banzhaf & Randall P. Walsh, 2008. "Do People Vote with Their Feet? An Empirical Test of Tiebout," American Economic Review, American Economic Association, vol. 98(3), pages 843-863, June.
    12. Timothy W. Collins & Sara E. Grineski & Jayajit Chakraborty & Marilyn C. Montgomery & Maricarmen Hernandez, 2015. "Downscaling Environmental Justice Analysis: Determinants of Household-Level Hazardous Air Pollutant Exposure in Greater Houston," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 105(4), pages 684-703, July.
    13. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    14. Douglas S. Noonan & Douglas J. Krupka & Brett M. Baden, 2007. "Neighborhood Dynamics And Price Effects Of Superfund Site Clean‐Up," Journal of Regional Science, Wiley Blackwell, vol. 47(4), pages 665-692, October.
    15. Brooks Depro & Christopher Timmins & Maggie O'Neil, 2015. "White Flight and Coming to the Nuisance: Can Residential Mobility Explain Environmental Injustice?," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(3), pages 439-468.
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