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dc.contributor.authorYabe, Takahiro
dc.contributor.authorBueno, Bernardo García Bulle
dc.contributor.authorDong, Xiaowen
dc.contributor.authorPentland, Alex
dc.contributor.authorMoro, Esteban
dc.date.accessioned2023-05-18T13:53:50Z
dc.date.available2023-05-18T13:53:50Z
dc.date.issued2023-04-21
dc.identifier.urihttps://hdl.handle.net/1721.1/150772
dc.description.abstract<jats:title>Abstract</jats:title><jats:p>Diversity of physical encounters in urban environments is known to spur economic productivity while also fostering social capital. However, mobility restrictions during the pandemic have forced people to reduce urban encounters, raising questions about the social implications of behavioral changes. In this paper, we study how individual income diversity of urban encounters changed during the pandemic, using a large-scale, privacy-enhanced mobility dataset of more than one million anonymized mobile phone users in Boston, Dallas, Los Angeles, and Seattle, across three years spanning before and during the pandemic. We find that the diversity of urban encounters has substantially decreased (by 15% to 30%) during the pandemic and has persisted through late 2021, even though aggregated mobility metrics have recovered to pre-pandemic levels. Counterfactual analyses show that behavioral changes including lower willingness to explore new places further decreased the diversity of encounters in the long term. Our findings provide implications for managing the trade-off between the stringency of COVID-19 policies and the diversity of urban encounters as we move beyond the pandemic.</jats:p>en_US
dc.language.isoen
dc.publisherSpringer Science and Business Media LLCen_US
dc.relation.isversionof10.1038/s41467-023-37913-yen_US
dc.rightsCreative Commons Attributionen_US
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en_US
dc.sourceNatureen_US
dc.titleBehavioral changes during the COVID-19 pandemic decreased income diversity of urban encountersen_US
dc.typeArticleen_US
dc.identifier.citationYabe, Takahiro, Bueno, Bernardo García Bulle, Dong, Xiaowen, Pentland, Alex and Moro, Esteban. 2023. "Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters." Nature Communications, 14 (1).
dc.contributor.departmentProgram in Media Arts and Sciences (Massachusetts Institute of Technology)en_US
dc.relation.journalNature Communicationsen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2023-05-18T13:51:09Z
dspace.orderedauthorsYabe, T; Bueno, BGB; Dong, X; Pentland, A; Moro, Een_US
dspace.date.submission2023-05-18T13:51:11Z
mit.journal.volume14en_US
mit.journal.issue1en_US
mit.licensePUBLISHER_CC
mit.metadata.statusAuthority Work and Publication Information Neededen_US


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