Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters
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....
Main Authors: | , , , , |
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Format: | Journal article |
Language: | English |
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Springer Nature
2023
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_version_ | 1797111443176292352 |
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author | Yabe, T Bueno, BGB Dong, X Pentland, A Moro, E |
author_facet | Yabe, T Bueno, BGB Dong, X Pentland, A Moro, E |
author_sort | Yabe, T |
collection | OXFORD |
description | 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. |
first_indexed | 2024-03-07T08:10:26Z |
format | Journal article |
id | oxford-uuid:fae68934-87df-468c-b5d1-f42089f70884 |
institution | University of Oxford |
language | English |
last_indexed | 2024-03-07T08:10:26Z |
publishDate | 2023 |
publisher | Springer Nature |
record_format | dspace |
spelling | oxford-uuid:fae68934-87df-468c-b5d1-f42089f708842023-11-16T14:40:20ZBehavioral changes during the COVID-19 pandemic decreased income diversity of urban encountersJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:fae68934-87df-468c-b5d1-f42089f70884EnglishSymplectic ElementsSpringer Nature2023Yabe, TBueno, BGBDong, XPentland, AMoro, EDiversity 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. |
spellingShingle | Yabe, T Bueno, BGB Dong, X Pentland, A Moro, E Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters |
title | Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters |
title_full | Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters |
title_fullStr | Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters |
title_full_unstemmed | Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters |
title_short | Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters |
title_sort | behavioral changes during the covid 19 pandemic decreased income diversity of urban encounters |
work_keys_str_mv | AT yabet behavioralchangesduringthecovid19pandemicdecreasedincomediversityofurbanencounters AT buenobgb behavioralchangesduringthecovid19pandemicdecreasedincomediversityofurbanencounters AT dongx behavioralchangesduringthecovid19pandemicdecreasedincomediversityofurbanencounters AT pentlanda behavioralchangesduringthecovid19pandemicdecreasedincomediversityofurbanencounters AT moroe behavioralchangesduringthecovid19pandemicdecreasedincomediversityofurbanencounters |