{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T09:04:46Z","timestamp":1773997486695,"version":"3.50.1"},"reference-count":16,"publisher":"Oxford University Press (OUP)","issue":"2","content-domain":{"domain":["bmj.com"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2015,3,1]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>An increasing number of healthcare providers are adopting patient safety event reporting systems, yet leveraging these data to improve safety remains a challenge, particularly with large datasets composed of thousands of event reports. A MedStar Health research team, with expertise in data analytics and human factors, developed intuitive visualization dashboards to facilitate data exploration and trend analysis. Dashboards were developed using an iterative design and development process that was end-user focused. A system level dashboard, representing data from multiple hospitals, and a hospital level dashboard were developed. The dashboards allowed users to directly manipulate the data, provided coordinated displays in different formats, and allowed users to quickly zoom in on specific variables of interest. Overall feedback was incredibly positive with nearly all users wanting to adopt the system immediately. Several improvements were suggested and are discussed. The success of this approach highlights the need for more intuitive data analysis tools.<\/jats:p>","DOI":"10.1136\/amiajnl-2014-002963","type":"journal-article","created":{"date-parts":[[2014,10,22]],"date-time":"2014-10-22T03:14:01Z","timestamp":1413947641000},"page":"312-317","update-policy":"https:\/\/doi.org\/10.1136\/crossmarkpolicy","source":"Crossref","is-referenced-by-count":32,"title":["\u2018Connecting the dots\u2019: leveraging visual analytics to make sense of patient safety event reports"],"prefix":"10.1093","volume":"22","author":[{"given":"Raj M","family":"Ratwani","sequence":"first","affiliation":[{"name":"National Center for Human Factors in Healthcare, MedStar Health, Washington, DC, USA"},{"name":"Department of Emergency Medicine, Georgetown University Medical Center, Washington, DC, USA"}]},{"given":"Allan","family":"Fong","sequence":"additional","affiliation":[{"name":"National Center for Human Factors in Healthcare, MedStar Health, Washington, DC, USA"}]}],"member":"286","published-online":{"date-parts":[[2014,10,21]]},"reference":[{"key":"2020110612590382600_R1","doi-asserted-by":"crossref","first-page":"1088","DOI":"10.1177\/000313480607201118","article-title":"How a system for reporting medical errors can and cannot improve patient safety","volume":"72","author":"Clarke","year":"2006","journal-title":"Am Surg"},{"key":"2020110612590382600_R2","first-page":"52","article-title":"Improving the value of patient safety reporting systems","volume-title":"Advances in patient safety: new directions and alternative approaches. 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