{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T15:58:25Z","timestamp":1774367905563,"version":"3.50.1"},"reference-count":15,"publisher":"Oxford University Press (OUP)","issue":"7","license":[{"start":{"date-parts":[[2020,6,17]],"date-time":"2020-06-17T00:00:00Z","timestamp":1592352000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/academic.oup.com\/journals\/pages\/open_access\/funder_policies\/chorus\/standard_publication_model"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,7,1]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:sec>\n                  <jats:title>Objective<\/jats:title>\n                  <jats:p>The study sought to create an online resource that informs the public of coronavirus disease 2019 (COVID-19) outbreaks in their area.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Materials and Methods<\/jats:title>\n                  <jats:p>This R Shiny application aggregates data from multiple resources that track COVID-19 and visualizes them through an interactive, online dashboard.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Results<\/jats:title>\n                  <jats:p>The Web resource, called the COVID-19 Watcher, can be accessed online (https:\/\/covid19watcher.research.cchmc.org\/). It displays COVID-19 data from every county and 188 metropolitan areas in the United States. Features include rankings of the worst-affected areas and auto-generating plots that depict temporal changes in testing capacity, cases, and deaths.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Discussion<\/jats:title>\n                  <jats:p>The Centers for Disease Control and Prevention does not publish COVID-19 data for local municipalities, so it is critical that academic resources fill this void so the public can stay informed. The data used have limitations and likely underestimate the scale of the outbreak.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Conclusions<\/jats:title>\n                  <jats:p>The COVID-19 Watcher can provide the public with real-time updates of outbreaks in their area.<\/jats:p>\n               <\/jats:sec>","DOI":"10.1093\/jamia\/ocaa071","type":"journal-article","created":{"date-parts":[[2020,4,21]],"date-time":"2020-04-21T11:13:51Z","timestamp":1587467631000},"page":"1121-1125","source":"Crossref","is-referenced-by-count":85,"title":["An interactive online dashboard for tracking COVID-19 in U.S. counties, cities, and states in real time"],"prefix":"10.1093","volume":"27","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8967-9296","authenticated-orcid":false,"given":"Benjamin D","family":"Wissel","sequence":"first","affiliation":[{"name":"Division of Biomedical Informatics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, Ohio, USA"},{"name":"Department of Biomedical Informatics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA"}]},{"given":"P J","family":"Van Camp","sequence":"additional","affiliation":[{"name":"Division of Biomedical Informatics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, Ohio, USA"},{"name":"Department of Biomedical Informatics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA"}]},{"given":"Michal","family":"Kouril","sequence":"additional","affiliation":[{"name":"Division of Biomedical Informatics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, Ohio, USA"},{"name":"Department of Biomedical Informatics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA"},{"name":"Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA"}]},{"given":"Chad","family":"Weis","sequence":"additional","affiliation":[{"name":"Division of Biomedical Informatics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, Ohio, USA"}]},{"given":"Tracy A","family":"Glauser","sequence":"additional","affiliation":[{"name":"Division of Biomedical Informatics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, Ohio, USA"},{"name":"Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA"},{"name":"Division of Neurology, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, Ohio, USA"}]},{"given":"Peter S","family":"White","sequence":"additional","affiliation":[{"name":"Department of Biomedical Informatics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA"}]},{"given":"Isaac S","family":"Kohane","sequence":"additional","affiliation":[{"name":"Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts, USA"}]},{"given":"Judith W","family":"Dexheimer","sequence":"additional","affiliation":[{"name":"Division of Biomedical Informatics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, Ohio, USA"},{"name":"Department of Biomedical Informatics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA"},{"name":"Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA"},{"name":"Division of Emergency Medicine, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, Ohio, USA"}]}],"member":"286","published-online":{"date-parts":[[2020,6,17]]},"reference":[{"issue":"5","key":"2020110613100341600_ocaa071-B1","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1016\/S1473-3099(20)30120-1","article-title":"An interactive web-based dashboard to track COVID-19 in real time","volume":"20","author":"Dong","year":"2020","journal-title":"Lancet Infect Dis"},{"key":"2020110613100341600_ocaa071-B2","author":"Fagen-Ulmschneider"},{"key":"2020110613100341600_ocaa071-B3","author":"Katz"},{"key":"2020110613100341600_ocaa071-B4","author":"Arneson"},{"key":"2020110613100341600_ocaa071-B5","author":"Smith"},{"key":"2020110613100341600_ocaa071-B6"},{"key":"2020110613100341600_ocaa071-B7","author":"Miller"},{"key":"2020110613100341600_ocaa071-B8","year":"2020"},{"key":"2020110613100341600_ocaa071-B9"},{"key":"2020110613100341600_ocaa071-B10"},{"key":"2020110613100341600_ocaa071-B11","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-24277-4","volume-title":"ggplot2: Elegant Graphics for Data Analysis","author":"Wickham","year":"2016"},{"issue":"5","key":"2020110613100341600_ocaa071-B12","article-title":"Shiny: web application framework for R","volume":"1","author":"Chang","year":"2017","journal-title":"R Package Version"},{"key":"2020110613100341600_ocaa071-B13","year":"2020"},{"key":"2020110613100341600_ocaa071-B14","doi-asserted-by":"crossref","DOI":"10.7326\/L20-1062","article-title":"Locally informed simulation to predict hospital capacity needs during the COVID-19 pandemic","author":"Weissman","year":"2020","journal-title":"Ann Intern Med"},{"key":"2020110613100341600_ocaa071-B15","author":"Wissel"}],"container-title":["Journal of the American Medical Informatics Association"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/academic.oup.com\/jamia\/advance-article-pdf\/doi\/10.1093\/jamia\/ocaa071\/33128979\/ocaa071.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/academic.oup.com\/jamia\/article-pdf\/27\/7\/1121\/34153390\/ocaa071.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"http:\/\/academic.oup.com\/jamia\/article-pdf\/27\/7\/1121\/34153390\/ocaa071.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,6]],"date-time":"2020-11-06T19:30:56Z","timestamp":1604691056000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/jamia\/article\/27\/7\/1121\/5825284"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,6,17]]},"references-count":15,"journal-issue":{"issue":"7","published-online":{"date-parts":[[2020,6,17]]},"published-print":{"date-parts":[[2020,7,1]]}},"URL":"https:\/\/doi.org\/10.1093\/jamia\/ocaa071","relation":{},"ISSN":["1527-974X"],"issn-type":[{"value":"1527-974X","type":"electronic"}],"subject":[],"published-other":{"date-parts":[[2020,7]]},"published":{"date-parts":[[2020,6,17]]}}}