Voice activated remote monitoring technology for heart failure patients: Study design, feasibility and observations from a pilot randomized control trial

Heart failure (HF) is a serious health condition, associated with high health care costs, and poor outcomes. Patient empowerment and self-care are a key component of successful HF management. The emergence of telehealth may enable providers to remotely monitor patients' statuses, support adhere...

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Veröffentlicht in:PloS one 2022-05, Vol.17 (5), p.e0267794-e0267794
Hauptverfasser: Shara, Nawar, Bjarnadottir, Margret V, Falah, Noor, Chou, Jiling, Alqutri, Hasan S, Asch, Federico M, Anderson, Kelley M, Bennett, Sonita S, Kuhn, Alexander, Montalvo, Becky, Sanchez, Osirelis, Loveland, Amy, Mohammed, Selma F
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container_issue 5
container_start_page e0267794
container_title PloS one
container_volume 17
creator Shara, Nawar
Bjarnadottir, Margret V
Falah, Noor
Chou, Jiling
Alqutri, Hasan S
Asch, Federico M
Anderson, Kelley M
Bennett, Sonita S
Kuhn, Alexander
Montalvo, Becky
Sanchez, Osirelis
Loveland, Amy
Mohammed, Selma F
description Heart failure (HF) is a serious health condition, associated with high health care costs, and poor outcomes. Patient empowerment and self-care are a key component of successful HF management. The emergence of telehealth may enable providers to remotely monitor patients' statuses, support adherence to medical guidelines, improve patient wellbeing, and promote daily awareness of overall patients' health. To assess the feasibility of a voice activated technology for monitoring of HF patients, and its impact on HF clinical outcomes and health care utilization. We conducted a randomized clinical trial; ambulatory HF patients were randomized to voice activated technology or standard of care (SOC) for 90 days. The system developed for this study monitored patient symptoms using a daily survey and alerted healthcare providers of pre-determined reported symptoms of worsening HF. We used summary statistics and descriptive visualizations to study the alerts generated by the technology and to healthcare utilization outcomes. The average age of patients was 54 years, the majority were Black and 45% were women. Almost all participants had an annual income below $50,000. Baseline characteristics were not statistically significantly different between the two arms. The technical infrastructure was successfully set up and two thirds of the invited study participants interacted with the technology. Patients reported favorable perception and high comfort level with the use of voice activated technology. The responses from the participants varied widely and higher perceived symptom burden was not associated with hospitalization on qualitative assessment of the data visualization plot. Among patients randomized to the voice activated technology arm, there was one HF emergency department (ED) visit and 2 HF hospitalizations; there were no events in the SOC arm. This study demonstrates the feasibility of remote symptom monitoring of HF patients using voice activated technology. The varying HF severity and the wide range of patient responses to the technology indicate that personalized technological approaches are needed to capture the full benefit of the technology. The differences in health care utilization between the two arms call for further study into the impact of remote monitoring on health care utilization and patients' wellbeing.
doi_str_mv 10.1371/journal.pone.0267794
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Patient empowerment and self-care are a key component of successful HF management. The emergence of telehealth may enable providers to remotely monitor patients' statuses, support adherence to medical guidelines, improve patient wellbeing, and promote daily awareness of overall patients' health. To assess the feasibility of a voice activated technology for monitoring of HF patients, and its impact on HF clinical outcomes and health care utilization. We conducted a randomized clinical trial; ambulatory HF patients were randomized to voice activated technology or standard of care (SOC) for 90 days. The system developed for this study monitored patient symptoms using a daily survey and alerted healthcare providers of pre-determined reported symptoms of worsening HF. We used summary statistics and descriptive visualizations to study the alerts generated by the technology and to healthcare utilization outcomes. The average age of patients was 54 years, the majority were Black and 45% were women. Almost all participants had an annual income below $50,000. Baseline characteristics were not statistically significantly different between the two arms. The technical infrastructure was successfully set up and two thirds of the invited study participants interacted with the technology. Patients reported favorable perception and high comfort level with the use of voice activated technology. The responses from the participants varied widely and higher perceived symptom burden was not associated with hospitalization on qualitative assessment of the data visualization plot. Among patients randomized to the voice activated technology arm, there was one HF emergency department (ED) visit and 2 HF hospitalizations; there were no events in the SOC arm. This study demonstrates the feasibility of remote symptom monitoring of HF patients using voice activated technology. The varying HF severity and the wide range of patient responses to the technology indicate that personalized technological approaches are needed to capture the full benefit of the technology. 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one</jtitle><addtitle>PLoS One</addtitle><date>2022-05-06</date><risdate>2022</risdate><volume>17</volume><issue>5</issue><spage>e0267794</spage><epage>e0267794</epage><pages>e0267794-e0267794</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Heart failure (HF) is a serious health condition, associated with high health care costs, and poor outcomes. Patient empowerment and self-care are a key component of successful HF management. The emergence of telehealth may enable providers to remotely monitor patients' statuses, support adherence to medical guidelines, improve patient wellbeing, and promote daily awareness of overall patients' health. To assess the feasibility of a voice activated technology for monitoring of HF patients, and its impact on HF clinical outcomes and health care utilization. We conducted a randomized clinical trial; ambulatory HF patients were randomized to voice activated technology or standard of care (SOC) for 90 days. The system developed for this study monitored patient symptoms using a daily survey and alerted healthcare providers of pre-determined reported symptoms of worsening HF. We used summary statistics and descriptive visualizations to study the alerts generated by the technology and to healthcare utilization outcomes. The average age of patients was 54 years, the majority were Black and 45% were women. Almost all participants had an annual income below $50,000. Baseline characteristics were not statistically significantly different between the two arms. The technical infrastructure was successfully set up and two thirds of the invited study participants interacted with the technology. Patients reported favorable perception and high comfort level with the use of voice activated technology. The responses from the participants varied widely and higher perceived symptom burden was not associated with hospitalization on qualitative assessment of the data visualization plot. Among patients randomized to the voice activated technology arm, there was one HF emergency department (ED) visit and 2 HF hospitalizations; there were no events in the SOC arm. This study demonstrates the feasibility of remote symptom monitoring of HF patients using voice activated technology. The varying HF severity and the wide range of patient responses to the technology indicate that personalized technological approaches are needed to capture the full benefit of the technology. The differences in health care utilization between the two arms call for further study into the impact of remote monitoring on health care utilization and patients' wellbeing.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>35522660</pmid><doi>10.1371/journal.pone.0267794</doi><tpages>e0267794</tpages><orcidid>https://orcid.org/0000-0002-2748-5242</orcidid><orcidid>https://orcid.org/0000-0002-7045-9162</orcidid><orcidid>https://orcid.org/0000-0002-9005-252X</orcidid><oa>free_for_read</oa></addata></record>
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source MEDLINE; DOAJ Directory of Open Access Journals; Public Library of Science (PLoS) Journals Open Access; EZB-FREE-00999 freely available EZB journals; PubMed Central; Free Full-Text Journals in Chemistry
subjects Activities of daily living
Biology and Life Sciences
Chronic illnesses
Congestive heart failure
COVID-19
Electronic health records
Emergency medical care
Emergency medical services
Empowerment
Feasibility Studies
Female
Flags
Health care
Health services utilization
Heart failure
Heart Failure - therapy
Humans
Internet access
Male
Medicine and Health Sciences
Middle Aged
Patient compliance
Patients
People and Places
Pilot Projects
Qualitative analysis
Questionnaires
Remote monitoring
Scientific visualization
Skills
Technology
Telemedicine
Utilization
Voice
title Voice activated remote monitoring technology for heart failure patients: Study design, feasibility and observations from a pilot randomized control trial
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