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Rubbing shoulders: Class segregation in daily activities

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  • Massenkoff, Maxim
  • Wilmers, Nathan

Abstract

We use location data to study cross-class encounters. Low-income and especially high-income individuals are socially isolated: they are more likely than other income groups to encounter people from their own class. Counterfactual exercises suggest this is explained largely by residential segregation and firms. Among firms, casual restaurants make the largest positive contribution to cross-class encounters through both scale and their diversity of visitors. Dollar stores and libraries isolate visitors. Our local measure of encounters is strongly associated with cross-class Facebook friendships, which have been previously shown to correlate with intergenerational mobility.

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  • Massenkoff, Maxim & Wilmers, Nathan, 2025. "Rubbing shoulders: Class segregation in daily activities," Journal of Public Economics, Elsevier, vol. 244(C).
  • Handle: RePEc:eee:pubeco:v:244:y:2025:i:c:s0047272725000337
    DOI: 10.1016/j.jpubeco.2025.105335
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    References listed on IDEAS

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    1. Raj Chetty & Matthew O. Jackson & Theresa Kuchler & Johannes Stroebel & Nathaniel Hendren & Robert B. Fluegge & Sara Gong & Federico Gonzalez & Armelle Grondin & Matthew Jacob & Drew Johnston & Martin, 2022. "Social capital I: measurement and associations with economic mobility," Nature, Nature, vol. 608(7921), pages 108-121, August.
    2. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    3. Susan Athey & Billy Ferguson & Matthew Gentzkow & Tobias Schmidt, 2021. "Estimating experienced racial segregation in US cities using large-scale GPS data," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(46), pages 2026160118-, November.
    4. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    5. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility I: Childhood Exposure Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1107-1162.
    6. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    7. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility II: County-Level Estimates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1163-1228.
    8. Alex Bell & Raj Chetty & Xavier Jaravel & Neviana Petkova & John Van Reenen, 2019. "Who Becomes an Inventor in America? The Importance of Exposure to Innovation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 647-713.
    9. Caetano, Gregorio & Maheshri, Vikram, 2019. "Gender segregation within neighborhoods," Regional Science and Urban Economics, Elsevier, vol. 77(C), pages 253-263.
    10. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    11. Maxim Massenkoff & Aaron Chalfin, 2022. "Activity-adjusted crime rates show that public safety worsened in 2020," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 119(46), pages 2208598119-, November.
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