TY - JOUR
T1 - Assessment of Environmental, Sociocultural, and Physiological Influences on Women's Toileting Decisions and Behaviors Using “Where I Go”
T2 - Pilot Study of a Mobile App
AU - The Prevention of Lower Urinary Tract Symptoms (PLUS) Research Consortium
AU - Smith, Abigail R.
AU - Mueller, Elizabeth R.
AU - Lewis, Cora E.
AU - Markland, Alayne D.
AU - Smerdon, Caroline
AU - Smith, Ariana L.
AU - Sutcliffe, Siobhan
AU - Wyman, Jean F.
AU - Low, Lisa Kane
AU - Miller, Janis M.
AU - Brubaker, Linda
AU - Fitzgerald, Colleen
AU - Acevedo-Alvarez, Marian
AU - Hardacker, Cecilia T.
AU - Hebert-Beirne, Jeni
AU - Griffith, James W.
AU - Kenton, Kimberly Sue
AU - Simon, Melissa
AU - Brown, Oluwateniola
AU - Geynisman-Tan, Julia
AU - Mueller, Margaret
AU - Vaughan, Camille P.
AU - Coyne-Beasley, Tamera
AU - Burgio, Kathryn L.
AU - McGwin, Gerald
AU - Williams, Beverly Rosa
AU - Lukacz, Emily S.
AU - LaCoursiere, D. Yvette
AU - Gahagan, Sheila
AU - Nodora, Jesse
AU - Rudser, Kyle D.
AU - Brady, Sonya S.
AU - Fok, Cynthia S.
AU - Harlow, Bernard L.
AU - Scal, Peter
AU - Rockwood, Todd
AU - Newman, Diane K.
AU - Berry, Amanda
AU - Bilger, Andrea
AU - Lipman, Terri H.
AU - Klusaritz, Heather
AU - Stapleton, Ann E.
AU - Talley, Kristine
AU - James, Aimee S.
AU - Lowder, Jerry L.
AU - Meister, Melanie R.
AU - Rickey, Leslie M.
AU - Camenga, Deepa R.
AU - Cunningham, Shayna D.
AU - Norton, Jenna
N1 - Publisher Copyright:
© Abigail R Smith, Elizabeth R Mueller, Cora E Lewis, Alayne Markland, Caroline Smerdon, Ariana L Smith, Siobhan Sutcliffe, Jean F Wyman, Lisa Kane Low, Janis M Miller, The Prevention of Lower Urinary Tract Symptoms (PLUS) Research Consortium.
PY - 2025
Y1 - 2025
N2 - 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.
AB - 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.
KW - app
KW - bladder health
KW - data collection tool
KW - decision support
KW - ecological momentary assessment
KW - mobile application
KW - population studies
KW - time location factors
KW - voiding behaviors
KW - voiding diary
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UR - http://www.scopus.com/inward/citedby.url?scp=85219436577&partnerID=8YFLogxK
U2 - 10.2196/56533
DO - 10.2196/56533
M3 - Article
C2 - 39980161
AN - SCOPUS:85219436577
SN - 2291-5222
VL - 13
JO - JMIR mHealth and uHealth
JF - JMIR mHealth and uHealth
M1 - e56533
ER -