Abstract
Background: Little is known about women's decisions around toileting for urination and how those decisions influence moment-to-moment behaviors to manage bladder needs. The new smartphone app “Where I Go” captures such nuanced and granular data in real-world environments. Objective: This study aims to describe participant engagement with “Where I Go”, variation in novel parameters collected, and readiness for the data collection tool's use in population-based studies. Methods: “Where I Go” has three components: (1) real-time data, (2) short look-back periods (3‐4 h), and (3) event location (GPS recorded at each interaction). The sample size was 44 women. Recording of real-time toileting events and responding to look-back questions was measured over 2 days of data collection. The participant's self-entered location descriptions and the automatic GPS recordings were compared. Results: A total of 44 women with an average age of 44 (range 21-85) years interacted with the app. Real-time reporting of at least 1 toileting event per day was high (38/44, 86%, on day 1 and 40/44, 91%, on day 2) with a median of 5 (IQR 3-7 on day 1 and IQR 3-8 on day 2) toileting events recorded each day. Toileting most commonly occurred at home (85/140, 61%, on day 1 and 129/171, 75%, on day 2) due to a need to go (114/140, 66%, on day 1 and 153/171, 74%, on day 2). The most common reasons for delaying toileting were “work duties” (33/140, 21%, on day 1 and 21/171, 11%, on day 2) and “errands or traveling” (19/140, 12%, on day 1 and 19/171, 10%, on day 2). Response to at least 1 look-back notification was similarly high (41/44, 93%, on day 1 and 42/44, 95%, on day 2), with number of responses higher on average on day 2 compared with day 1 (mean on day 1=3.2, 95% CI 3.0-3.5; mean on day 2=4.3, 95% CI 3.9-4.7; P < .001). Median additional toileting events reported on the look-back survey were 1 (IQR 1-2) and 2 (IQR 1-2) on days 1 and 2, respectively. Overall concordance between self-reported location recording and GPS was 76% (188/247). Participants reported lower urge ratings when at home versus away when reporting real-time toileting (median rating 61, IQR 41-84 vs 72, IQR 56-98), and daily fluid intake showed a small to medium positive correlation with toileting frequency (day 1 r=0.3, day 2 r=0.24). Toileting frequency reported in “Where I Go” showed a small positive correlation with the frequency item from the International Consultation on Incontinence Questionnaire (r=0.31 with day 1 toileting frequency and r=0.21 with day 2 toileting frequency). Conclusions: “Where I Go” has potential to increase the understanding of factors that affect women's toileting decisions and long-term bladder health. We anticipate its use as a data collection tool in population-based studies.
Original language | English (US) |
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Article number | e56533 |
Journal | JMIR mHealth and uHealth |
Volume | 13 |
DOIs | |
State | Published - 2025 |
Funding
The authors wish to thank the \"Where I Go\" build team at the Center for Health Communications Research (CHCR), University of Michigan. This work was supported by the National Institute of Diabetes and Digestive and Kidney Diseases at the National Institutes of Health (NIH) by cooperative agreements (grants U24DK106786, U01 DK106853, U01 DK106858, U01 DK106898, U01 DK106893, U01 DK106827, U01 DK106908, U01 DK106892, and U01DK126045). Additional funding was from the National Institute on Aging, NIH Office on Research in Women's Health, the NIH Office of Behavioral and Social Science, and by the National Cancer Institutes of Health under Award Number P30CA046592 by the use of the following Rogel Cancer Center Health Communications Shared Resource: Center for Health Communications Research. The content of this article is solely the responsibility of the authors and does not necessarily represent the official views of the NIH. The authors attest there was no use of generative artificial intelligence technology in the generation of text, figures, or other informational content of this paper.
Keywords
- app
- bladder health
- data collection tool
- decision support
- ecological momentary assessment
- mobile application
- population studies
- time location factors
- voiding behaviors
- voiding diary
ASJC Scopus subject areas
- Health Informatics