ArticleTelemedicine journal and e-health : the official journal of the American Telemedicine Association2013
A retrospective study on patient characteristics and telehealth alerts indicative of key medical events for heart failure patients at a home health agency.
Article in Telemedicine journal and e-health : the official journal of the American Telemedicine Association, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Barriers and Facilitators for Sustainability of Tele-Homecare Programs: A Systematic Review.Health services research · 2016Pooled it
- Effectiveness of Motivational Interviewing in Decreasing Hospital Readmission in Adults With Heart Failure and Multimorbidity.Clinical nursing research · 2016Trial
- Telehealth Use by Home Health Agencies Before, During, and After COVID-19.Health services research · 2025Article
- Supporting Patient-Provider Collaboration to Identify Individual Triggers using Food and Symptom Journals.CSCW : proceedings of the Conference on Computer-Supported Cooperative Work. Conference on Computer-Supported Cooperative Work · 2017Article
- Simulated case management of home telemonitoring to assess the impact of different alert algorithms on work-load and clinical decisions.BMC medical informatics and decision making · 2017Observational
- Establishing a pragmatic framework to optimise health outcomes in heart failure and multimorbidity (ARISE-HF): A multidisciplinary position statement.International journal of cardiology · 2016Review
- Boundary Negotiating Artifacts in Personal Informatics: Patient-Provider Collaboration with Patient-Generated Data.CSCW : proceedings of the Conference on Computer-Supported Cooperative Work. Conference on Computer-Supported Cooperative Work · 2016Article
- More Than Telemonitoring: Health Provider Use and Nonuse of Life-Log Data in Irritable Bowel Syndrome and Weight Management.Journal of medical Internet research · 2015Article
- Contributors to frequent telehealth alerts including false alerts for patients with heart failure: a mixed methods exploration.Applied clinical informatics · 2013Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
objectiveTo explore association of patient characteristics and telehealth alert data with all-cause key medical events (KMEs) of emergency department (ED) visits and hospitalizations as well as cardiac-related KMEs of ED visits, hospitalizations, and medication changes. MATERIALS AND
methodsA 6-month retrospective study was conducted of electronic patient records of heart failure (HF) patients using telehealth services at a Massachusetts home health agency. Data collected included patient demographic, psychosocial, disease severity factors and telehealth vital signs alerts. Association between patient characteristics and KMEs was analyzed by Generalized Estimating Equations.
resultsThe sample comprised 168 patients with a mean age of 83 years, 56% females, and 96% white. Ninety-nine cardiac-related KMEs and 87 all-cause KMEs were recorded for the subjects. Odds of a cardiac-related KME increased by 161% with the presence of valvular co-morbidity (p=0.001) and 106% with increased number of telehealth alerts (adjusted p<0.0001). Odds of an all-cause KME increased by 124% (p=0.02), 127% (p=0.01), and 70% (adjusted p<0.0001) with the presence of cancer co-morbidity, anxiety, and increased number of telehealth alerts, respectively. Overall, only 3% of all telehealth alerts were associated with KMEs.
conclusionsThe very low proportion of telehealth vital sign alerts associated with KMEs indicates that telehealth alerts alone cannot inform the need for intervention within the larger context of HF care delivery in the homecare setting. Patient-relevant data such as psychosocial and symptom status, involvement with HF self-management, and presence of co-morbidities could further inform the need for interventions for HF patients in the homecare setting.
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