{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T17:58:22Z","timestamp":1790791102660,"version":"4.1.0"},"reference-count":42,"publisher":"Public Library of Science (PLoS)","issue":"9","license":[{"start":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T00:00:00Z","timestamp":1790726400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000056","name":"National Institute of Nursing Research","doi-asserted-by":"publisher","award":["U01NR020556"],"award-info":[{"award-number":["U01NR020556"]}],"id":[{"id":"10.13039\/100000056","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS One"],"abstract":"<jats:sec id=\"sec001\">\n                    <jats:title>Introduction<\/jats:title>\n                    <jats:p>At the onset of the COVID-19 pandemic, more than 55 million U.S. workers continued providing \u201cessential\u201d services crucial to public health, safety, and economic stability, even as large segments of the workforce sheltered at home. Despite the central role these workers played in safeguarding the economy and the greater American public, little is known about the neighborhood environments in which essential workers lived and how well these communities were equipped to support the health and well-being of essential workers during the pandemic. Therefore, the primary objective of this study was to describe the social and physical characteristics of U.S. neighborhoods with varying concentrations of essential workers during the COVID-19 pandemic.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec002\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>We linked data from the National Neighborhood Data Archive (NaNDA) with American Community Survey (ACS) 2016\u20132020 estimates to identify the residential concentration of essential workers across U.S. census tracts. Neighborhoods were categorized into quintiles based on the proportion of essential workers. We examined access to key neighborhood resources relevant to pandemic resilience, including food outlets, health care facilities, and parks\/green space. We summarized characteristics using descriptive statistics and heatmaps. Differences between the highest (Q5) and lowest (Q1) quintiles were assessed using Welch\u2019s two-sample t-tests.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec003\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Neighborhoods with higher concentrations of essential workers had greater access to grocery stores but significantly less access to health care facilities and parks\/green space compared with neighborhoods with fewer essential workers. These disparities highlight uneven community support for those workers required to continue in-person work during a national public health emergency.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec004\">\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>Using nationwide neighborhood and census-tract data, we found that neighborhoods with a high proportion of essential workers generally had better access to food stores but substantially lower access to health care and parks\/green space. Recognizing these uneven community conditions is critical for strengthening preparedness efforts and ensuring that neighborhoods are better equipped to support the essential workforce during future disasters and public health crises.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1371\/journal.pone.0357792","type":"journal-article","created":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T17:30:16Z","timestamp":1790789416000},"page":"e0357792","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":0,"title":["Essential work, unequal places: Neighborhood characteristics of the essential workforce in the United States during the COVID-19 pandemic"],"prefix":"10.1371","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9771-8454","authenticated-orcid":true,"given":"Kate","family":"Duchowny","sequence":"first","affiliation":[{"name":"University of Michigan","place":["Ann Arbor, Michigan, United States of America"],"department":["Institute for Social Research, Survey Research Center, Social Environment and Health"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vicky","family":"Wang","sequence":"additional","affiliation":[{"name":"University of Michigan","place":["Ann Arbor, Michigan, United States of America"],"department":["Institute for Social Research, Survey Research Center, Social Environment and Health"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2040-960X","authenticated-orcid":true,"given":"Grace","family":"Noppert","sequence":"additional","affiliation":[{"name":"University of Michigan","place":["Ann Arbor, Michigan, United States of America"],"department":["Institute for Social Research, Survey Research Center, Social Environment and Health"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert","family":"Melendez","sequence":"additional","affiliation":[{"name":"University of Michigan","place":["Ann Arbor, Michigan, United States of America"],"department":["Institute for Social Research, Survey Research Center, Social Environment and Health"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7533-7669","authenticated-orcid":true,"given":"Lindsay","family":"Gypin","sequence":"additional","affiliation":[{"name":"University of Michigan","place":["Ann Arbor, Michigan, United States of America"],"department":["Institute for Social Research, Survey Research Center, Social Environment and Health"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Philippa","family":"Clarke","sequence":"additional","affiliation":[{"name":"University of Michigan","place":["Ann Arbor, Michigan, United States of America"],"department":["Institute for Social Research, Survey Research Center, Social Environment and Health"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2026,9,30]]},"reference":[{"key":"pone.0357792.ref001","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1016\/j.annepidem.2020.10.011","article-title":"Coronavirus disease 2019 (COVID-19) mortality and neighborhood characteristics in Chicago","volume":"56","author":"M Scannell Bryan","year":"2021","journal-title":"Ann Epidemiol"},{"issue":"4","key":"pone.0357792.ref002","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1093\/geront\/gnab169","article-title":"Aging in place during a pandemic: neighborhood engagement and environments since the COVID-19 pandemic onset","volume":"62","author":"JM Finlay","year":"2022","journal-title":"Gerontologist"},{"issue":"5","key":"pone.0357792.ref003","doi-asserted-by":"crossref","first-page":"2779","DOI":"10.3390\/ijerph19052779","article-title":"Stress and distress during the COVID-19 pandemic: The role of neighborhood context","volume":"19","author":"MC Kondo","year":"2022","journal-title":"Int J Environ Res Public Health"},{"key":"pone.0357792.ref004","unstructured":"U.S. Department of Health and Human Services, Office of Disease Prevention and Health Promotion. 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