Interpretation of Health-Smart Home Data and Implications for Clinical Decision-Making: Inductive Content Analysis

Findings indicate that nurses were able to provide accurate interpretations of the sensor-derived health data from health-smart homes. However, there is a need for improved visualization techniques and clinician training to optimize health-smart home data for early intervention. Standardized approaches to data representation could enhance nurses' ability to detect and act on subtle yet important information about older adults' health changes occurring in home settings.

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Publication Details

Journal
JMIR Nursing
Published
2025-10-02
DOI
https://doi.org/10.2196/75234
Primary Topic
Health and Wellbeing Research
Type
article
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article

Interpretation of Health-Smart Home Data and Implications for Clinical Decision-Making: Inductive Content Analysis

Roschelle Fritz, Diane J. Cook, Gordana Dermody
JMIR Nursing
Health and Wellbeing Research
article

Interpretation of Health-Smart Home Data and Implications for Clinical Decision-Making: Inductive Content Analysis

Roschelle Fritz, Diane J. Cook, Gordana Dermody
article en

Abstract

Findings indicate that nurses were able to provide accurate interpretations of the sensor-derived health data from health-smart homes. However, there is a need for improved visualization techniques and clinician training to optimize health-smart home data for early intervention. Standardized approaches to data representation could enhance nurses' ability to detect and act on subtle yet important information about older adults' health changes occurring in home settings.

JMIR NursingVol. 8
University of the Sunshine Coast (AU), UC Davis Health (US), Washington State University (US)
Openalex Percentile: Top 57%
Health and Wellbeing Research
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Interpretation of Health-Smart Home Data and Implications for Clinical Decision-Making: Inductive Content Analysis — Roschelle Fritz, Diane J. Cook, et al. · JMIR Nursing (2025) | TGRS Research Map | TGRS