'Anything that would help is a positive development': feasibility, tolerability, and user experience of smartphone-based digital phenotyping for people with and without type 2 diabetes

Autor: A. M. McInerney, N. Schmitz, M. Matthews, S. S. Deschênes
Jazyk: angličtina
Rok vydání: 2024
Předmět:
Zdroj: BMC Digital Health, Vol 2, Iss 1, Pp 1-13 (2024)
Druh dokumentu: article
ISSN: 2731-684X
DOI: 10.1186/s44247-024-00116-6
Popis: Abstract Background Digital phenotyping, the in-situ collection of passive (phone sensor) and active (daily surveys) data using a digital device, may provide new insights into the complex relationship between daily behaviour and mood for people with type 2 diabetes. However, there are critical knowledge gaps regarding its use in people with type 2 diabetes. This study assessed feasibility, tolerability, and user experience of digital phenotyping in people with and without type 2 diabetes after participation in a 2-month digital phenotyping study in Ireland. At study completion, participants rated methodology elements from “not a problem” to a “serious problem” on a 5-point scale and reported their comfort with the potential future use of digital phenotyping in healthcare, with space for qualitative expansion. Results Eighty-two participants completed baseline. Attrition was 18.8%. Missing data ranged from 9–44% depending on data stream. Sixty-eight participants (82.9%) completed the user experience questionnaire (51.5% with type 2 diabetes; 61.8% female; median age-group 50–59). Tolerability of digital phenotyping was high, with “not a problem” being selected 76.5%—89.7% of the time across questions. People with type 2 diabetes (93.9%) were significantly more likely to be comfortable with their future healthcare provider having access to their digital phenotyping data than those without (53.1%), χ2 (1) = 14.01, p =
Databáze: Directory of Open Access Journals
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