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Feasibility and Acceptability of Wearable Cameras to Assess Self-care in People With Heart Failure : Pilot Study

Askman, Sanna LU orcid ; Löf, Marie ; Maddison, Ralph and Nourse, Rebecca (2023) In JMIR Formative Research 7. p.1-11
Abstract

BACKGROUND: Heart failure (HF) is a common chronic condition that affects over 26 million people worldwide. It is a progressive and debilitating disease with a broad symptom profile, intermittently marked by periods of acute decompensation. People with HF generally do not self-manage their condition well (eg, monitoring symptoms, taking medications regularly, physical activity, etc). A better understanding of self-care activities and what factors may indicate deterioration is warranted.

OBJECTIVE: The aim of this study was to determine the feasibility and acceptability of using wearable cameras to assess self-care activities in people with HF. The study objectives were to (1) explore whether changes in self-care activities could... (More)

BACKGROUND: Heart failure (HF) is a common chronic condition that affects over 26 million people worldwide. It is a progressive and debilitating disease with a broad symptom profile, intermittently marked by periods of acute decompensation. People with HF generally do not self-manage their condition well (eg, monitoring symptoms, taking medications regularly, physical activity, etc). A better understanding of self-care activities and what factors may indicate deterioration is warranted.

OBJECTIVE: The aim of this study was to determine the feasibility and acceptability of using wearable cameras to assess self-care activities in people with HF. The study objectives were to (1) explore whether changes in self-care activities could be identified prior to hospitalization and (2) determine the acceptability of wearable cameras to people with HF.

METHODS: A total of 30 people recently diagnosed with HF wore a camera for a maximum of 30 days; the camera took a photo every 30 seconds in the forward-facing direction. At the end of the study, all 30 participants were presented with 8 statements of acceptability, scored on a 5-point Likert scale. To determine whether camera images could identify changes in self-care activities and lifestyle risk factors before hospitalization, we analyzed images from participants (n=8) who were hospitalized during the 30-day study period. Images from the period immediately prior to hospitalization and a comparison were selected for each participant. Images were manually coded according to 9 different event categories relating to self-care and lifestyle risk factors, and events were compared between the 2 periods.

RESULTS: The participants reported high acceptability for wearing the cameras, as most strongly agreed or agreed that they were comfortable to wear (28/30, 93%) and easy to use (30/30, 100%). The results of the camera image analysis showed that participants undertook fewer activities of daily living (P=.008) and were more sedentary (P=.02) prior to being hospitalized, compared to a period nonadjacent to hospitalization.

CONCLUSIONS: Adults with HF were accepting of using a wearable camera for periods within a 30-day time frame. Wearable cameras were a feasible approach for providing data on selected self-care activities and lifestyle risk factors for HF and offer the potential to be a valuable tool for improving our understanding of self-care.

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author
; ; and
publishing date
type
Contribution to journal
publication status
published
subject
in
JMIR Formative Research
volume
7
article number
e40536
pages
1 - 11
publisher
JMIR Publications Inc.
external identifiers
  • pmid:36800215
  • scopus:85149144196
ISSN
2561-326X
DOI
10.2196/40536
language
English
LU publication?
no
additional info
©Sanna Askman, Marie Löf, Ralph Maddison, Rebecca Nourse. Originally published in JMIR Formative Research (https://formative.jmir.org), 17.02.2023.
id
0143ae16-4480-4395-90aa-32499dfb584b
date added to LUP
2025-01-30 10:02:09
date last changed
2025-07-04 16:52:29
@article{0143ae16-4480-4395-90aa-32499dfb584b,
  abstract     = {{<p>BACKGROUND: Heart failure (HF) is a common chronic condition that affects over 26 million people worldwide. It is a progressive and debilitating disease with a broad symptom profile, intermittently marked by periods of acute decompensation. People with HF generally do not self-manage their condition well (eg, monitoring symptoms, taking medications regularly, physical activity, etc). A better understanding of self-care activities and what factors may indicate deterioration is warranted.</p><p>OBJECTIVE: The aim of this study was to determine the feasibility and acceptability of using wearable cameras to assess self-care activities in people with HF. The study objectives were to (1) explore whether changes in self-care activities could be identified prior to hospitalization and (2) determine the acceptability of wearable cameras to people with HF.</p><p>METHODS: A total of 30 people recently diagnosed with HF wore a camera for a maximum of 30 days; the camera took a photo every 30 seconds in the forward-facing direction. At the end of the study, all 30 participants were presented with 8 statements of acceptability, scored on a 5-point Likert scale. To determine whether camera images could identify changes in self-care activities and lifestyle risk factors before hospitalization, we analyzed images from participants (n=8) who were hospitalized during the 30-day study period. Images from the period immediately prior to hospitalization and a comparison were selected for each participant. Images were manually coded according to 9 different event categories relating to self-care and lifestyle risk factors, and events were compared between the 2 periods.</p><p>RESULTS: The participants reported high acceptability for wearing the cameras, as most strongly agreed or agreed that they were comfortable to wear (28/30, 93%) and easy to use (30/30, 100%). The results of the camera image analysis showed that participants undertook fewer activities of daily living (P=.008) and were more sedentary (P=.02) prior to being hospitalized, compared to a period nonadjacent to hospitalization.</p><p>CONCLUSIONS: Adults with HF were accepting of using a wearable camera for periods within a 30-day time frame. Wearable cameras were a feasible approach for providing data on selected self-care activities and lifestyle risk factors for HF and offer the potential to be a valuable tool for improving our understanding of self-care.</p>}},
  author       = {{Askman, Sanna and Löf, Marie and Maddison, Ralph and Nourse, Rebecca}},
  issn         = {{2561-326X}},
  language     = {{eng}},
  month        = {{02}},
  pages        = {{1--11}},
  publisher    = {{JMIR Publications Inc.}},
  series       = {{JMIR Formative Research}},
  title        = {{Feasibility and Acceptability of Wearable Cameras to Assess Self-care in People With Heart Failure : Pilot Study}},
  url          = {{http://dx.doi.org/10.2196/40536}},
  doi          = {{10.2196/40536}},
  volume       = {{7}},
  year         = {{2023}},
}