Feasibility and Acceptability of Collecting Passive Smartphone Data for Potential Use in Digital Phenotyping Among Family Caregivers and Patients With Advanced Cancer.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Τίτλος:	Feasibility and Acceptability of Collecting Passive Smartphone Data for Potential Use in Digital Phenotyping Among Family Caregivers and Patients With Advanced Cancer.
Συγγραφείς:	Odom JN; School of Nursing, University of Alabama at Birmingham, Birmingham, AL.; Division of Gerontology, Geriatrics, and Palliative Care, School of Medicine, University of Alabama at Birmingham, Birmingham, AL.; Center for Palliative and Supportive Care, University of Alabama at Birmingham, Birmingham, AL., Lee K; Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH., Currie ER; School of Nursing, University of Alabama at Birmingham, Birmingham, AL., Allen-Watts K; Division of Preventive Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, AL., Harrell ER; National Institute on Aging, National Institutes of Health, Bethesda, MD., Bechthold AC; School of Nursing, University of Alabama at Birmingham, Birmingham, AL., Engler S; School of Nursing, University of Alabama at Birmingham, Birmingham, AL., Curry K; School of Nursing, University of Alabama at Birmingham, Birmingham, AL., Kamal AH; Department of Medicine, Duke University School of Medicine, Durham, NC.; American Cancer Society, Kennesaw, GA., Ritchie CS; Harvard Medical School, Division of Palliative Care and Geriatric Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA., Demiris G; Department of Biobehavioral Health Sciences, School of Nursing & Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA., Wright AA; Harvard Medical School, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA., Bakitas MA; School of Nursing, University of Alabama at Birmingham, Birmingham, AL.; Division of Gerontology, Geriatrics, and Palliative Care, School of Medicine, University of Alabama at Birmingham, Birmingham, AL.; Center for Palliative and Supportive Care, University of Alabama at Birmingham, Birmingham, AL., Azuero A; School of Nursing, University of Alabama at Birmingham, Birmingham, AL.
Πηγή:	JCO clinical cancer informatics [JCO Clin Cancer Inform] 2025 Jan; Vol. 9, pp. e2400201. Date of Electronic Publication: 2025 Jan 02.
Τύπος έκδοσης:	Journal Article; Observational Study; Research Support, Non-U.S. Gov't
Γλώσσα:	English
Στοιχεία περιοδικού:	Publisher: American Society of Clinical Oncology Country of Publication: United States NLM ID: 101708809 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2473-4276 (Electronic) Linking ISSN: 24734276 NLM ISO Abbreviation: JCO Clin Cancer Inform Subsets: MEDLINE
Imprint Name(s):	Original Publication: Alexandria, VA : American Society of Clinical Oncology, [2017]-
Ιατρικοί όροι (MeSH):	Caregivers/psychology , Neoplasms/psychology , Neoplasms/diagnosis , Smartphone , Feasibility Studies*, Humans ; Male ; Female ; Middle Aged ; Aged ; Adult ; Mobile Applications ; Phenotype
Περίληψη:	Purpose: Modeling passively collected smartphone sensor data (called digital phenotyping) has the potential to detect distress among family caregivers and patients with advanced cancer and could lead to novel clinical models of cancer care. The purpose of this study was to assess the feasibility and acceptability of collecting passive smartphone data from family caregivers and their care recipients with advanced cancer over 24 weeks. Methods: This was an observational feasibility study. Family caregivers and patients with advanced cancer were recruited through clinic or via social media and downloaded a digital phenotyping application (Beiwe) to their smartphones that passively collected sensor data over 24 weeks. Feasibility was evaluated by quantifying enrollment and retention and the quantity of acquired data. Acceptability was assessed through post-24 week qualitative interviews. Results: Of 178 caregiver and patient dyads approached, 22.5% of caregivers (n = 40) and 10.1% of patients (n = 18) both consented to the study and successfully downloaded the application, with most recruited through social media (93%). Of 24 weeks (168 days), the median number of days that data were received was 141 days. Interviews yielded three themes: (1) experiences with study procedures were generally positive despite some technical challenges; (2) security and privacy concerns were minimal, mitigated by clear explanations, trust in the health care system, and privacy norms; and (3) a clinical model that used passive smartphone monitoring to automatically trigger assistance could be beneficial but with concern about false alarms. Conclusion: This pilot study of collecting passive smartphone data found mixed indicators of feasibility, with suboptimal enrollment rates, particularly via clinic, but positive retention and data collection rates for those who did enroll. Participants had generally positive views of passive monitoring.
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Grant Information:	P30 CA013148 United States CA NCI NIH HHS; U54 CA267746 United States CA NCI NIH HHS
Entry Date(s):	Date Created: 20250102 Date Completed: 20250102 Latest Revision: 20260817
Update Code:	20260818
PubMed Central ID:	PMC11706344
DOI:	10.1200/CCI-24-00201
PMID:	39746166
Βάση Δεδομένων:	MEDLINE

Περιγραφή
ISSN:	2473-4276
DOI:	10.1200/CCI-24-00201