{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,8]],"date-time":"2026-09-08T13:46:00Z","timestamp":1788875160557,"version":"build-2803163510"},"reference-count":14,"publisher":"SAGE Publications","issue":"3","license":[{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Health Informatics J"],"published-print":{"date-parts":[[2021,7]]},"abstract":"<jats:p>Congestive heart failure (CHF) is one of the most common diagnoses in the elderly United States Medicare (\u2a7e age 65) population. This patient population has a particularly high readmission rate, with one estimate of the 6-month readmission rate topping 40%. The rapid rise of mobile health (mHealth) presents a promising new pathway for reducing hospital readmissions of CHF, and, more generally, the management of chronic conditions. Using a randomized research design and a multivariate regression model, we evaluated the effectiveness of a hybrid mHealth model\u2014the integration of remote patient monitoring with an applied health technology and digital disease management platform\u2014on 45-day hospital readmissions for patients diagnosed with CHF. We find a 78% decrease in the likelihood of CHF hospital readmission for patients who were assigned to the digital disease management platform as compared to patients assigned to control.<\/jats:p>","DOI":"10.1177\/14604582211030959","type":"journal-article","created":{"date-parts":[[2021,8,12]],"date-time":"2021-08-12T06:16:58Z","timestamp":1628749018000},"update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":13,"title":["Patient engagement with digital disease management and readmission rates: The case of congestive heart failure"],"prefix":"10.1177","volume":"27","author":[{"given":"Rudin","family":"Gjeka","sequence":"first","affiliation":[{"name":"St. Joseph Mercy Hospital Oakland, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kirit","family":"Patel","sequence":"additional","affiliation":[{"name":"St. Joseph Mercy Hospital Oakland, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chandra","family":"Reddy","sequence":"additional","affiliation":[{"name":"St. Joseph Mercy Hospital Oakland, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5348-4246","authenticated-orcid":false,"given":"Nora","family":"Zetsche","sequence":"additional","affiliation":[{"name":"Veta Health, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2021,8,12]]},"reference":[{"key":"bibr1-14604582211030959","unstructured":"Emory Healthcare. Heart failure statistics, https:\/\/www.emoryhealthcare.org\/heart-vascular\/wellness\/heart-failure-statistics.html (accessed 20 October 2019)."},{"key":"bibr2-14604582211030959","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2012.2218681"},{"key":"bibr3-14604582211030959","first-page":"1447","volume":"10","author":"Muss K","year":"2010","journal-title":"Rural Remote Health"},{"key":"bibr4-14604582211030959","doi-asserted-by":"publisher","DOI":"10.1056\/NEJM199511023331806"},{"key":"bibr5-14604582211030959","doi-asserted-by":"publisher","DOI":"10.1007\/s11897-012-0114-8"},{"key":"bibr6-14604582211030959","doi-asserted-by":"publisher","DOI":"10.1001\/jamacardio.2017.4265"},{"issue":"3","key":"bibr7-14604582211030959","doi-asserted-by":"crossref","first-page":"383","DOI":"10.1590\/S1679-45082013000300022","volume":"11","author":"Magini S","year":"2013","journal-title":"Einstein (Sao Paulo)"},{"key":"bibr8-14604582211030959","doi-asserted-by":"publisher","DOI":"10.1177\/2047487316670042"},{"key":"bibr9-14604582211030959","doi-asserted-by":"publisher","DOI":"10.1177\/2047487316670256"},{"key":"bibr10-14604582211030959","doi-asserted-by":"publisher","DOI":"10.1089\/tmj.2007.0114"},{"key":"bibr11-14604582211030959","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-016-0537-y"},{"key":"bibr12-14604582211030959","unstructured":"Definitive Healthcare. Framingham, 2019, MA. www.definitivehc.com\/ (accessed 20 October 2019)."},{"key":"bibr13-14604582211030959","volume-title":"The high cost of heart failure for the medicare population: an actuarial cost analysis","author":"Fitch K","year":"2015"},{"key":"bibr14-14604582211030959","unstructured":"Qasim M, Andrews RM. Statistical Brief #142. Post-surgical readmissions among patients living in the poorest communities, 2009. Rockville, MD: Healthcare Cost and Utilization Project, Agency for Healthcare Research and Quality, September 2012. https:\/\/www.hcup-us.ahrq.gov\/reports\/statbriefs\/sb142.pdf (accessed November 2019)."}],"container-title":["Health Informatics Journal"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/14604582211030959","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/14604582211030959","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/14604582211030959","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T22:31:36Z","timestamp":1777501896000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/14604582211030959"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7]]},"references-count":14,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2021,7]]}},"alternative-id":["10.1177\/14604582211030959"],"URL":"https:\/\/doi.org\/10.1177\/14604582211030959","relation":{},"ISSN":["1460-4582","1741-2811"],"issn-type":[{"value":"1460-4582","type":"print"},{"value":"1741-2811","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,7]]},"article-number":"14604582211030959"}}