Full text
43,284 characters
· extracted from
preprint-html
· click to expand
Day-to-Day Activity Avoidance in the Context of Urinary and Fecal Incontinence: Preliminary Results from Young Adults with Spina Bifida in an Ecological Momentary Assessment Study | medRxiv /* */ /* */ <!-- <!-- /*! * yepnope1.5.4 * (c) WTFPL, GPLv2 */ (function(a,b,c){function d(a){return"[object Function]"==o.call(a)}function e(a){return"string"==typeof a}function f(){}function g(a){return!a||"loaded"==a||"complete"==a||"uninitialized"==a}function h(){var a=p.shift();q=1,a?a.t?m(function(){("c"==a.t?B.injectCss:B.injectJs)(a.s,0,a.a,a.x,a.e,1)},0):(a(),h()):q=0}function i(a,c,d,e,f,i,j){function k(b){if(!o&&g(l.readyState)&&(u.r=o=1,!q&&h(),l.onload=l.onreadystatechange=null,b)){"img"!=a&&m(function(){t.removeChild(l)},50);for(var d in y[c])y[c].hasOwnProperty(d)&&y[c][d].onload()}}var j=j||B.errorTimeout,l=b.createElement(a),o=0,r=0,u={t:d,s:c,e:f,a:i,x:j};1===y[c]&&(r=1,y[c]=[]),"object"==a?l.data=c:(l.src=c,l.type=a),l.width=l.height="0",l.onerror=l.onload=l.onreadystatechange=function(){k.call(this,r)},p.splice(e,0,u),"img"!=a&&(r||2===y[c]?(t.insertBefore(l,s?null:n),m(k,j)):y[c].push(l))}function j(a,b,c,d,f){return q=0,b=b||"j",e(a)?i("c"==b?v:u,a,b,this.i++,c,d,f):(p.splice(this.i++,0,a),1==p.length&&h()),this}function k(){var a=B;return a.loader={load:j,i:0},a}var l=b.documentElement,m=a.setTimeout,n=b.getElementsByTagName("script")[0],o={}.toString,p=[],q=0,r="MozAppearance"in l.style,s=r&&!!b.createRange().compareNode,t=s?l:n.parentNode,l=a.opera&&"[object Opera]"==o.call(a.opera),l=!!b.attachEvent&&!l,u=r?"object":l?"script":"img",v=l?"script":u,w=Array.isArray||function(a){return"[object Array]"==o.call(a)},x=[],y={},z={timeout:function(a,b){return b.length&&(a.timeout=b[0]),a}},A,B;B=function(a){function b(a){var a=a.split("!"),b=x.length,c=a.pop(),d=a.length,c={url:c,origUrl:c,prefixes:a},e,f,g;for(f=0;f<d;f++)g=a[f].split("="),(e=z[g.shift()])&&(c=e(c,g));for(f=0;f<b;f++)c=x[f](c);return c}function g(a,e,f,g,h){var i=b(a),j=i.autoCallback;i.url.split(".").pop().split("?").shift(),i.bypass||(e&&(e=d(e)?e:e[a]||e[g]||e[a.split("/").pop().split("?")[0]]),i.instead?i.instead(a,e,f,g,h):(y[i.url]?i.noexec=!0:y[i.url]=1,f.load(i.url,i.forceCSS||!i.forceJS&&"css"==i.url.split(".").pop().split("?").shift()?"c":c,i.noexec,i.attrs,i.timeout),(d(e)||d(j))&&f.load(function(){k(),e&&e(i.origUrl,h,g),j&&j(i.origUrl,h,g),y[i.url]=2})))}function h(a,b){function c(a,c){if(a){if(e(a))c||(j=function(){var a=[].slice.call(arguments);k.apply(this,a),l()}),g(a,j,b,0,h);else if(Object(a)===a)for(n in m=function(){var b=0,c;for(c in a)a.hasOwnProperty(c)&&b++;return b}(),a)a.hasOwnProperty(n)&&(!c&&!--m&&(d(j)?j=function(){var a=[].slice.call(arguments);k.apply(this,a),l()}:j[n]=function(a){return function(){var b=[].slice.call(arguments);a&&a.apply(this,b),l()}}(k[n])),g(a[n],j,b,n,h))}else!c&&l()}var h=!!a.test,i=a.load||a.both,j=a.callback||f,k=j,l=a.complete||f,m,n;c(h?a.yep:a.nope,!!i),i&&c(i)}var i,j,l=this.yepnope.loader;if(e(a))g(a,0,l,0);else if(w(a))for(i=0;i (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0];var j=d.createElement(s);var dl=l!='dataLayer'?'&l='+l:'';j.src='//www.googletagmanager.com/gtm.js?id='+i+dl;j.type='text/javascript';j.async=true;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-P4HH5NV'); Skip to main content Home About Submit ALERTS / RSS Search for this keyword Advanced Search Day-to-Day Activity Avoidance in the Context of Urinary and Fecal Incontinence: Preliminary Results from Young Adults with Spina Bifida in an Ecological Momentary Assessment Study View ORCID Profile Devon J. Hensel , Audrey I. Young , View ORCID Profile Konrad M. Szymanski doi: https://doi.org/10.1101/2025.05.20.25327607 Devon J. Hensel 1 Division of Adolescent Medicine, Department of Pediatrics, Indiana University School of Medicine , Indianapolis, Indiana 2 Department of Sociology, Indiana University Indianapolis , Indianapolis, Indiana MS, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Devon J. Hensel For correspondence: djhensel{at}iu.edu Audrey I. Young 3 Department of Biology, DePauw University , Greencastle, Indiana Find this author on Google Scholar Find this author on PubMed Search for this author on this site Konrad M. Szymanski 4 Division of Pediatric Urology, Riley Hospital for Children at Indiana University Health , Indianapolis, Indiana MPH, MD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Konrad M. Szymanski Abstract Full Text Info/History Metrics Data/Code Preview PDF Abstract Background Studies suggest that young adults with spina bifida (YASB) often avoid important daily activities (ADL) due to urinary (UI) and fecal (FI) incontinence, but no research has prospectively examined how often ADL avoidance occurs, or the context in which it occurs. We used ecological momentary assessment (EMA) over 30 days to describe the frequency of avoidance, the activities YASB most commonly avoid, and the preliminary association of daily avoidance with affect, incontinence anxiety and health-related quality of life (HRQoL). Method We analyzed a subsample of YASB participants (18 – 27 years; N=23 of total 88 participants) who completed a larger 30-day prospective EMA study examining the daily prevalence and context of UI and FI in adults with SB. Participants completed an end-of-day EMA tracking daily ADL avoidance on days when they were worried about possible UI or FI and on days when the had actual UI or FI. Additional day-level measures were affect and incontinence anxiety. HRQoL was reported in beginning- and end-of-study surveys. Results YASB contributed 643 total EMAs; 57.5% had any incontinence. ADL avoidance was most frequent with actual FI (20.5%) and least frequent with worry about FI (3.5%, p=0.02) (UI worry: 8.3; actual UI: 8.9%, p=0.546). The most common basic ADL avoided were eating, drinking and spending time with family/friends. Negative mood and incontinence anxiety were significantly higher on days with all types of avoidance. Higher baseline HRQoL was associated with fewer in-study ADLs avoided, which were in turn associated with higher end-of-study HRQoL. Discussion YASB avoid key activities of daily living (e.g., eating, drinking, seeing family/friends) both when they worry about possible incontinence that may but does not occur, and when they experience actual incontinence. In other words, a dry day is not a day free of the negative effects of incontinence. ADL avoidance patterns vary between UI and FI. Tailored interventions addressing actual incontinence and worry about possible incontinence incorporating daily mood or incontinence anxiety can potentially minimize ADL avoidance and its impact on long-term HRQoL. Discussion and Implications YASB avoid key activities of daily living (e.g., eating, drinking, seeing family/friends) both when they worry about possible incontinence and when they experience actual incontinence. Tailored intervention may consider addressing daily mood or incontinence anxiety to minimize any ADL avoidance in the short term as a means to improve HRQoL in the long term. Background Urinary (UI) and fecal (FI) incontinence are common secondary health conditions among young adults with spina bifida (YASB). Large scale studies report past month UI prevalence between 50% and 75% and past month FI prevalence between 41% and 55%. 1 Many YASB report both UI and FI in the past month. 2 Experiencing actual UI or FI and/or worrying about possible UI or FI can generally interfere with YASB’s participation in different activities of daily living (ADL). 3 - 5 ADL are routine but essential tasks that individuals must be able to perform without assistance in order to be able to live independently. 6 People born with SB now have a longer lifepan, 7 meaning that YASB will live with UI and FI for several decades. Because of this increased lifespan, SB care guidelines now recommend that YASB to self-manage as many ADL as possible, as early as possible. 8 , 9 Maximizing ADL participation as YASB live amidst actual incontinence or worry about possible incontinence offers an important means for them to integrate themselves – even for YASB who are partially or completely dependent on caregivers – more fully into society at large. 9 In addition, greater ADL independence could facilitate the transition to adult care for some YASB 10 and is likely to bolster health related quality of life (HRQoL) for all YASB. 11 As with many other chronic illnesses, both increased independence and increased HRQOL are central therapeutic goals for YASB. Providing support to YASB to reduce any incontinence-related ADL avoidance relies upon capturing what “clinically significant” avoidance looks like in any given YASB’s daily life. Clinical experience and our own research data support the idea that UI and FI vary not only from person to person, but also within the same person over different days. 2 , 12 - 15 Yet, basic questions about daily experiences needed to support clinical decision making – for example, how often does ADL avoidance occur in daily life, and which activities are most commonly avoided? Do these factors differ between UI and FI , whether an individual experiences actual incontinence or only worries about incontinence that may but does not occur , and do they differ depending on the context of the day ? – remain unaddressed in the extant literature. Moreover, our past cross-sectional work suggests that objective aspects of UI and FI are independently associated with lower HRQoL, 1 , 16 , 17 but it is unclear to what extent higher HRQoL may reduce daily ADL avoidance, and to what extent higher rates of daily ADL avoidance may reduce later HRQoL. Capture of these data is therefore an essential part of personalized continence care, as ADLA therapies can be directly tailored from YASB’s own reports of their “real life” experiences. 12 In the current paper, we use ecological momentary assessment (EMA) to gather these necessary data. Traditional measurement relies on YASB to retrospectively self-report incontinence experiences over a long interval (e.g., “in the past month” or “since the last clinic visit”). 2 Data elicited from these approaches can introduce measurement bias, providing a less-than-accurate observation of ADLA in “everyday life.” 18 - 21 In contrast, EMA is a prospective – or forward looking – data collection approach that reduces this measurement bias through brief-but-repeated “in the moment” reports of YASB’s daily experiences (e.g., ADL avoidance due to worry about or actual UI or FI) and the context (e.g., mood or feelings about incontinence) in which they occur. 22 Over time, these repeated snapshots coalesce to provide a more accurate portrait of ADLA occurrence in real life . 23 Excellent reviews of EMA for overall health behavior can be found in Persky, et. al, 2022 24 and Morris et. al, 2020. 25 A review of the advantages of EMA use in the SB population is available in Hensel et. al, 2023, 2 Szymanski et. al, 2024, 12 or Hensel et. al, 2025. 26 Accordingly, the primary objectives of our paper were to provide preliminary data on: How often YASB avoid ADL when they either experience actual UI and/or FI or when they are worried about possible UI and/or FI (Objective 1a) and the most commonly avoided activities in these situations (Objective 1b); Associations between daily ADL avoidance and daily affect or incontinence anxiety (Objective 2); Association between beginning-of-study HRQoL and daily ADL avoidance, as well as between daily ADL avoidance and end-of-study HRQoL (Objective 3). Methods Data and Participants Participants were a young adults 18-27 years (N=23; 26.1% of all study-participants [N=88]) in a larger 30-day study (R21DK121355) study examining the feasibility of using EMA to understand daily incontinence experiences among adults with SB. All participants completed end-of-day EMAs that assessed UI- and FI-specific characteristics, including any ADL avoidance, and if relevant, the specific activities avoided. Additional methodological details in Hensel et. al, 2023 2 and Szymanski et. al, 2024. 12 The larger project was approved by the Institutional Review Board of Indiana University (#1907916729), and achieved excellent retention (97.5%), EMA completion (95.8%), data accuracy (98.6%). Participants rated acceptability high (>90% enjoyed the study, found protocol easy, felt supported, would participate again). 2 , 12 Participant data are available in Table 1 . View this table: View inline View popup Table 1. Demographic and background characteristics of young adults with Spina Bifida. Table 1. Characteristics of Young Adults with Spina Bifida (YASB). Measures ADL Avoidance . Participants reported on any activity avoidance with actual incontinence (no/yes; separate item for UI and FI) and any activity avoidance when worried about possible incontinence (no/yes; separate item for UI and FI). An affirmative answer was followed by a question asking which of four basic (chores/housework, eating a meal/snack, drinking a beverage, going to a medical appointment) or ten instrumental (exercise, taking transportation, going to school/work, having sex, in person time with family/friends, doing a hobby, attending religious service, texted/called someone, watched TV/movies, took a nap/rested) activities they avoided (all: no/yes). Daily Affect We included positive mood (“happy” and “friendly”) and negative mood (“angry” and “irritable”) (PANAS; both additive indices of the two, 5-point Likert items [not at all to extremely]). 27 Daily Incontinence Anxiety We used a single 4-point Likert-type items that asked: “To what extent did you feel anxious about [incontinence type] today?” (not at all or very slightly, a little, moderately, extremely). Health-related Quality of Life In the enrollment and exit surveys of the study, participants completed the Health and Relationships (a person’s perception of health quality and connections with others) domain of the Quality of Life Assessment in Spina Bifida for Adults . 1 Statistics We used descriptive statistics to characterize the daily frequency of ADL avoidance when YASB experience actual UI or FI or when they are worried about UI or FI (Objective 1a), as well as to identify the types of basic and instrumental ADL most commonly avoided (Objective 1b). Owing to the smaller number of EMAs available for analysis, comparisons between incontinence types were performed using a Wilcoxon Rank sum tests, which is a nonparametric equivalent for related samples. 28 We used nonparametric Fisher’s Exact tests to examine median differences in positive mood, negative mood and incontinence anxiety on days when ADL were and were not avoided, 28 and we used Spearman rank correlation coefficient to examine the preliminary associations between HRQoL and ADL avoidance (Objective 2). 29 Finally, we used Spearman’s Rank Coefficient to assess the correlation between HRQoL at the beginning of the study and ADL avoidance, and between ADL avoidance and HRQoL at the end of the study (Objective 3). 30 Results Overall patterns Overall daily urinary and fecal incontinence frequency About six out of every ten days were associated with a report of any type of incontinence (57.5%; 370/643). The majority of these reports (63.7%: 236/370) were UI only. About one in ten (9.3%: 22/370) were FI only, and a third (30.2%: 112/370). Any UI was reported on 54.1% (348/643) of all study days. FI was noted on 20.8% (134/643) of all study days ( p <.001). Objective 1a – Describe the frequency of daily ADL avoidance among YASB when they actually experienced UI or FI and ADL avoidance on non-incontinence days when they were worried about possible UI or FI . Urinary incontinence YASB reported avoiding ADL with relatively the same frequency – about eight percent – on days when they were worried about possible UI (8.3%: 25/295) as they did on days when they actually experienced UI (8.9%: 31/348; p =0.546). This suggests slightly less than one out of every ten days with a real or perceived concern about UI involved the avoidance of at least one activity. As shown in Table 2 , the median number of ADL avoided per day for both sources were one, ranging between no activities and two activities avoided around worry about UI and ranging between no activities and three activities avoided when UI occurred. View this table: View inline View popup Download powerpoint Table 2. Daily Reports of Activity of Daily Living Avoidance with Actual Incontinence or Worry About Possible Incontinence Among Young Adults with Spina Bifida. Fecal incontinence YASB noted ADL about five times less frequently on days when they were worried about FI (3.5%: 18/509) versus days when they actually experienced FI (20.2%: 27/134; p =0.002). These latter data suggest that one out of every five days with FI also involved activity avoidance. As shown in Table 2 , the median number of ADL avoided per day for actual FI and worry about FI sources were one, ranging between no activities and two activities avoided around worry about FI and ranging between no activities and four activities avoided when FI occurred. Supplementary analyses We explored different comparisons across worry types. On 112 days when YASB reported both actual UI and FI, 12.5% (14/112) were associated with ADL avoidance for UI only and 7.1% (8/112) involved avoiding ADL around both UI and FI. No days (0.0%) were ADL avoidance for FI only (p=0.223 across the three groups). On 273 days when neither UI nor FI were reported, 1.8% (5/273) were concurrent with avoiding activities for worry about UI and 10.2% (25/273) for worry about FI only. No days had activity avoidance around worry for both UI and FI (p=0.567 across the three groups). Daily ADL avoidance was significantly more frequent when YASB reported actual FI than when they reported actual UI ( p <0.001). Conversely, daily ADL avoidance was significantly more frequent on days when YASB worried about UI as compared to when they worried about FI ( p <0.001). Objective 1b – Describe the most commonly ADL YASB avoid they either experienced UI or FI or when they were worried about possible UI or FI. Table 2 displays the frequency of both basic and instrumental ADL avoidance, by actual incontinence and worry about incontinence. Of basic ADL, the most broadly endorsed activities avoided were eating and drinking. Of instrumental activities, the most commonly avoided activities were spending time with family or friends. Avoidance of eating a meal or snack was most frequent on days with actual UI (44.0%), with actual FI (55.6%) or worry about FI (55.6%). Drinking was most commonly avoided on days with worry about possible UI (88.0%) or with actual UI (67.7%), with worry about FI (44.0%) or with actual FI (22.2%). YASB reported avoiding exercises the most frequently when they were worried about UI (44.0%) (actual UI: 19.3% and actual FI: 18.5%). Finally, spending time with family and friends was most common on days with either worry about possible FI (27.8%) or with worry about possible FI (33.3%). Objective 2 – Understand preliminary median differences in positive mood, negative mood and incontinence anxiety on days with and without any ADL. As shown in Table 3 , median UI anxiety was significantly higher on days when YASB reported ADL avoidance (vs. no avoidance) due to either worry about possible UI or experiencing actual UI (both p <.001). Median FI anxiety was also significantly higher on days when YASB reported ADL avoidance (vs. no avoidance) when they worried about possible FI or when they experienced actual FI (both p <.001). Negative mood was significantly higher on days when YASB avoided ADL both due to actual UI and actual FI (both p <.001) and positive mood was significantly lower on days when youth avoided ADL because they were worried about possible FI ( p =.003). View this table: View inline View popup Download powerpoint Table 3. Daily Affect, Incontinence Anxiety and Activity of Daily Living Avoidance among Young Adults with Spina Bifida. Objective 3 – Association of ADL with Health Related Quality of Life. All data for this objective are shown below; as used a Bonferroni to adjust p -values for multiple comparisons. Higher HRQoL at the start of the study was significantly correlated with a lower number of days during the study on which YASB avoided ADL related to actual UI (Spearman’s Rank [SR] = −0.226; p <.001), actual FI (SR = −0.163; p =0.004) or worry about FI (SR = −0.190; p <.001). Starting HRQoL was not correlated with avoidance due to worry about UI. Put another way, higher HRQoL before beginning the study seemed to buffer – or reduce – the frequency of activity avoidance during the 30 days. A higher number of days during the study on which YASB avoided ADL due to actual UI (SR = −0.309; p <.001) or actual FI (SR = −0.165; p =0.003) was significantly correlated with lower HRQoL at the end of the study . Similarly, YASB who reported a higher number of ADL avoidance days due to worry about UI (SR=-0.214; p <.001) or worry about FI (SR=-0.335; p <.001) during the study reported significantly lower HRQoL at the end of the study . Put another way, increased activity avoidance – for whatever motivation – over the 30 days reduced their HRQoL at the end of the month. Discussion A central goal of caring for YASB is understanding any “clinically significant” impact incontinence may have on the function in their lives, including avoiding important daily activities. In the current paper, we used EMA to capture these avoidance events with greater precision to how YASB actually experienced them in “real life.” Ours is the first study to contribute preliminary understanding of how often ADL avoidance occurs in the context of worry about incontinence or actual incontinence, what activities YASB most commonly avoid, and explore the impact of mood, incontinence anxiety and HRQoL on activity avoidance. While previous studies broadly suggest that UI and FI create barriers to ADL participation, 3 - 5 our data indicate that this avoidance on a daily basis may be even more heterogenous that previously thought. While additional data will be needed to optimize EMA as a clinical or research tool in this population, below we highlight preliminary findings that we think are particularly important for maximizing YASB well-being. The first important idea is that both the overall occurrence of ADL avoidance and the specific activities YASB avoided varied depending on the both the incontinence source (e.g. UI vs. FI) and the avoidance source (e.g. worry about possible vs. actual incontinence). In other words, a dry day is not a day free of the negative effects of incontinence even though no incontinence occurs. While these statements may seem obvious, it is important to consider that most standardized clinical instruments screen for a single “usual” or “typical” actual incontinence outcome and do not capture worry about possible incontinence on days it does not occur. 31 , 32 Such an approach is unlikely to capture the fluctuation we observed over a 30-day period and ignore the effects of worry about potential incontinence. For example, if we consider that the median number of ADL avoided per day – one activity – is the same across incontinence source and avoidance source, we could falsely assume that avoidance consistently occurs at low levels. However, a closer look at the data would suggest important nuances, such as that YASB avoid vital basic ADL like eating and drinking frequently, or that YASB often forgo exercise with worry about UI, but not with actual UI, or that YASB avoid social time with family and friends about six times as often when they have actual FI as compared to when they have actual UI. These pieces of information are likely important inputs for more personalized continence care. 12 While the ideal EMA cadence and collection time to support clinical decision making remains to be established, this is an area worthy of further investigation. The opportunity to increase life participation – if even on a single activity – is important for all YASB, regardless of function level. 10 , 11 We observed that daily subjective factors were associated with activity participation. Specifically, median daily negative mood and daily incontinence anxiety were significantly higher when YASB reported that they avoided activities in every incontinence situation: when they were worried about possible UI, when they were worried about FI, when they reported UI and when they reported FI. While studies suggest that depression and anxiety are common in people with SB, 33 the role of affect in the improvement and exacerbation of incontinence symptoms remains unknown. The idea of targeting daily emotions alongside treating incontinence itself – perhaps in real time as part of just-in-time interventions – is an intriguing patient-centered approach yet unused in clinical settings. It may also be possible to include strengthening emotional management as part of self-management strategies. 34 Clinicians may consider screening for mood to open discussions about ADL avoidance. 35 Finally, our data suggested a preliminary association of cumulative ADL during the study with both beginning- and end-of-study reports of HRQoL. Specifically, higher HRQoL at the beginning of the study was significantly associated with lower ADL avoidance during the study, and fewer days of ADL during the study were associated with significantly higher HRQoL at the end of the study. On the one hand, these findings could suggest that building HRQoL serves as an important buffering effect to ongoing ADL avoidance in daily life. On the other hand, it could also be that lower activity avoidance reflects better condition management, increasing HRQoL. Disentangling the mechanism of these effects and their iterative clinical potential will be the focus of our future research, particularly in terms of how HRQoL could be leveraged to manage both short- and long-term well-being in those with SB. There are methodological limitations associated with our study. First, we captured only 30 days of data from each YASB, which is likely too short of a time period to observe the “typical cycle” of ADL avoidance. This limited data volume also limited our ability to explore how other day-level factors (for example, objective incontinence markers like frequency or volume) may have been associated with ADL avoidance. While future work is planned to establish the optimal study length, a longer period – perhaps over six to twelve months – may better reflect “real life” YASB avoidance patterns. Additional daily observations would also permit a more extensive analysis of how contextual factors – like frequency or amount of incontinence, or past avoidance habits – impact daily avoidance. Future studies will focus on assessing both what an optimal data capture frame might be, and whether this frame should occur in a specific context. Second, while we did assess avoidance across nineteen different activities, there may be other ADL (e.g. basic hygiene or getting dressed) impacted by incontinence that we did not include. Relatedly, if an ADL were infrequent in a YASB’s life, a lack of avoidance endorsement could have indicated lack of general participation rather than avoidance due to incontinence. While no list of activities will likely represent every single YASB, future work should consider using YASB input as part of study planning to ensure a robust set of choices. Third, ongoing research should consider assessment of day-level factors we were unable to include – such as pain 36 – that could have impacted activity participation. This and other ecological influences are planned as part of future studies in this area. There are also sample limitations associated with the current data. First, our sample was primarily White, heterosexual, well-educated, and exhibited a high degree of living and mobility independence. Self-selection bias associated with these characteristics – particularly independence – could mean that potential participants more caregiver-dependent, or potential participants with greater-than-mild developmental delay would be less apt to submit the surveys. However, the participants in the larger study had reasonably similar gender and neurological characteristics to other samples from SB-focused research. Second, the larger feasibility study by design excluded individuals under 18 years. Inclusion of teenage participants are planned as part of future work, particularly given that the developmental roots of adult incontinence management – of which ADL avoidance is a part – are likely linked to experiences in adolescence. Third, all participants had a recent history of incontinence. We did not capture incontinence location (e.g. per stoma or urethra/anus), which could have impacted YASB activity avoidance. Conclusion This study is the first to capture a snapshot of what activity avoidance around incontinence – due to either worry about possible incontinence or actual incontinence – among YASB. Our data suggest that avoidance experiences are likely more varied than originally thought, and perhaps more importantly, have associations with both daily affect and incontinence anxiety as well as longer term HRQoL. Longer studies will be certainly needed to both capture a wider section of YASB life, and to establish the ideal data volume to enhance clinical decision making, Nevertheless, we argue that the user-centered and minimally invasive structure of EMA is well suited for gathering data from all people with SB about how they navigate daily life with incontinence. In addition to symptom reporting, EMA could do double duty as a platform to encourage patient-clinician communication and to facilitate the delivery of ongoing, personalized therapies. 37 Funding This project was funded by a National Institute of Digestive and Kidney Disorders (NIDDK) (R21DK121355) to Drs. Hensel and Szymanski. The work presented here reflects the viewpoints of the authors and not necessarily those of NIDDK. Data Availability Raw data files and codebooks are stored with the Open Science Framework ( https://osf.io/gefqx/ ) Conflicts of interest Dr. Hensel is a paid research consultant with For Goodness Sake, LLC. Abbreviations SB spina bifida EMA ecological momentary assessment UI urinary incontinence FI fecal incontinence ADL = activity of daily living References 1. ↵ Szymanski KM , Misseri R , Whittam B , et al. QUAlity of Life Assessment in Spina bifida for Adults (QUALAS-A): development and international validation of a novel health-related quality of life instrument . Quality of Life Research . 2015 ; 24 ( 10 ): 2355 – 2364 . OpenUrl CrossRef PubMed 2. ↵ Hensel DJ , Young AI , Szymanski KM . The feasibility of using ecological momentary assessment to understand urinary and fecal incontinence experiences in adults with spina bifida: A 30-day study . PLOS ONE . 2023 ; 18 ( 11 ): e0292735 . doi: 10.1371/journal.pone.0292735 OpenUrl CrossRef PubMed 3. ↵ Page DT , Coetzee BJ . South African adolescents living with spina bifida: contributors and hindrances to well-being . Disability and Rehabilitation . 2021 ; 43 ( 7 ): 920 – 928 . OpenUrl PubMed 4. Gabrielsson H , Traav MK , Cronqvist A. Reflections on health of young adults with spina bifida: The contradictory path towards well-being in daily life . Open Journal of Nursing . 2015 ; 5 ( 04 ): 303 . OpenUrl 5. ↵ Liu T , Ouyang L , Walker WO , et al. Education and employment as young adults living with spina bifida transition to adulthood in the USA: A study of the National Spina Bifida Patient Registry . Developmental Medicine & Child Neurology . 2023 ; 65 ( 6 ): 821 – 830 . OpenUrl PubMed 6. ↵ Edemekong PF , Bomgaars D , Sukumaran S , Levy SB . Activities of daily living . StatPearls Publishing . Accessed January 13, 2025 . https://pubmed.ncbi.nlm.nih.gov/29261878/ 7. ↵ Bowman RM , McLone DG , Grant JA , Tomita T , Ito JA . Spina bifida outcome: a 25-year prospective . Pediatric neurosurgery . 2001 ; 34 ( 3 ): 114 – 120 . OpenUrl CrossRef PubMed Web of Science 8. ↵ Logan LR , Sawin KJ , Bellin MH , Brei T , Woodward J. Self-management and independence guidelines for the care of people with spina bifida . J Pediatr Rehabil Med . 2020 ; 13 ( 4 ): 583 – 600 . doi: 10.3233/prm-200734 OpenUrl CrossRef PubMed 9. ↵ Fremion E , Kaufman M , Mukherjee S , Murphy P , Smith K. 2023 updates to the spina bifida transition to adult care guidelines . Journal of Pediatric Rehabilitation Medicine . 2023 ; 16 ( 4 ): 583 – 593 . OpenUrl PubMed 10. ↵ Strömfors L , Wilhelmsson S , Falk L , Höst GE. Experiences among children and adolescents of living with spina bifida and their visions of the future . Disability and rehabilitation . 2017 ; 39 ( 3 ): 261 – 271 . OpenUrl CrossRef PubMed 11. ↵ Sawin KJ , Brei TJ , Houtrow AJ . Quality of life: Guidelines for the care of people with spina bifida . Journal of Pediatric Rehabilitation Medicine . 2020 ; 13 ( 4 ): 565 – 582 . OpenUrl PubMed 12. ↵ Szymanski KM , Misseri R , Hensel DJ . Accuracy in reporting incontinence in adults with spina bifida: a pilot study . Journal of Pediatric Urology . 2024 ; 13. Szymanski KM , Misseri R , Whittam B , Kaefer M , Rink RC , Cain MP . Quantity, not frequency, predicts bother with urinary incontinence and its impact on quality of life in adults with spina bifida . The Journal of urology . 2016 ; 195 ( 4 Part 2 ) 1263 – 1269 . OpenUrl CrossRef PubMed 14. Lim S-W , Yi M. Illness Experiences of Adults with Spina Bifida: Protecting the Whole Self . Asian Nursing Research . 2021/02/01/ 2021 ; 15 ( 1 ): 67 – 75 . doi: 10.1016/j.anr.2020.12.001 OpenUrl CrossRef PubMed 15. ↵ Gabrielsson H , Hultling C , Cronqvist A , Asaba E. Views on everyday life among adults with spina bifida: an exploration through photovoice . International Journal of Qualitative Studies on Health and Well-being . 2020 ; 15 ( 1 ): 1830702 . OpenUrl 16. ↵ Szymanski KM , Cain MP , Whittam B , Kaefer M , Rink RC , Misseri R. All incontinence is not created equal: impact of urinary and fecal incontinence on quality of life in adults with spina bifida . The Journal of urology . 2017 ; 197 ( 3 ): 885 – 891 . OpenUrl CrossRef PubMed 17. ↵ Szymanski KM , Cain MP , Whittam B , Kaefer M , Rink RC , Misseri R. Incontinence affects health-related quality of life in children and adolescents with spina bifida . J Pediatr Urol . Jun 2018 ; 14 ( 3 ): 279 .e1-279.e8. doi: 10.1016/j.jpurol.2018.02.021 OpenUrl CrossRef 18. ↵ Talari K , Goyal M. Retrospective studies–utility and caveats . Journal of the Royal College of Physicians of Edinburgh . 2020 ; 50 ( 4 ): 398 – 402 . OpenUrl PubMed 19. Hensel DJ , Fortenberry JD , Harezlak J , Craig D. The Feasibility of Cell Phone Based Electronic Diaries for STI/HIV Research . BMC Medical Research Methodology . 2012 ; 12 ( 75 ) 20. Roth AM , Hensel DJ , Fortenberry JD , Garfein RS , Gunn JK , Wiehe SE . Feasibility and Acceptability of Cell Phone Diaries to Measure HIV Risk Behavior Among Female Sex Workers . AIDS and Behavior . 2014 : 1 – 11 . 21. ↵ Shiffman S , Stone A , Hufford M. Ecolocial Momentary Assessment . Annual Review of Clinical Psychology . 2008 ; 4 : 1 – 32 . doi: 10.1146/annurev.clinpsy.3.022806.091415 OpenUrl CrossRef PubMed Web of Science 22. ↵ Russell MA , Gajos JM . Annual Research Review: Ecological momentary assessment studies in child psychology and psychiatry . Journal of Child Psychology and Psychiatry . 2020 ; 61 ( 3 ): 376 – 394 . OpenUrl PubMed 23. ↵ Steptoe A Stone AA , Shiffman SS . Ecological validity for patient reported outcomes . In: Steptoe A , ed. Handbook of Behavioral Medicine . Springer ; 2010 : 99 – 112 . 24. ↵ Perski O , Keller J , Kale D , et al. Understanding health behaviours in context: A systematic review and meta-analysis of ecological momentary assessment studies of five key health behaviours . Health psychology review . 2022 ; 16 ( 4 ): 576 – 601 . OpenUrl PubMed 25. ↵ Potenza MN , Faust KA , Faust D Morris I , Shiffman S , Beckjord E , Ferguson SG . Ecological Momentary Assessment and Technological Advances in Clinical Care . In: Potenza MN , Faust KA , Faust D , eds. The Oxford Handbook of Digital Technologies and Mental Health . Oxford University Press ; 2020:0 . 26. ↵ Hensel DJ , Szymanski K , Young AI . Daily Experiences of Urinary and Fecal Incontinence Among Young Adults with Spina Bifida: Preliminary Results from an Ecological Momentary Assessment Study . medRxiv . 2025 : 2025.01. 10.24313751 . 27. ↵ Van Voorhees EE , Dennis PA , Elbogen EB , et al. Characterizing anger-related affect in individuals with posttraumatic stress disorder using ecological momentary assessment . Psychiatry Research . 2018 ; 261 : 274 – 280 . doi: 10.1016/j.psychres.2017.12.080 OpenUrl CrossRef PubMed 28. ↵ Lachin JM . Nonparametric statistical analysis . Jama . 2020 ; 323 ( 20 ): 2080 – 2081 . OpenUrl PubMed 29. ↵ Xiao C , Ye J , Esteves RM , Rong C. Using Spearman’s correlation coefficients for exploratory data analysis on big dataset . Concurrency and Computation: Practice and Experience . 2016 ; 28 ( 14 ): 3866 – 3878 . OpenUrl 30. ↵ Mukaka MM . Statistics corner: A guide to appropriate use of correlation coefficient in medical research . Malawi Med J . Sep 2012 ; 24 ( 3 ): 69 – 71 . OpenUrl CrossRef PubMed Web of Science 31. ↵ Pasch L , He SY , Huddleston H , et al. Clinician vs Self-ratings of Hirsutism in Patients With Polycystic Ovarian Syndrome: Associations With Quality of Life and Depression . JAMA dermatology . Mar 4 2016 ; doi: 10.1001/jamadermatol.2016.0358 OpenUrl CrossRef 32. ↵ Hinami K , Alkhalil A , Chouksey S , Chua J , Trick WE . Clinical significance of physical symptom severity in standardized assessments of patient reported outcomes . Qual Life Res . Mar 15 2016 ; doi: 10.1007/s11136-016-1261-2 OpenUrl CrossRef 33. ↵ Showen A , Copp HL , Allen IE , Baradaran N , Liaw A , Hampson LA . Characteristics Associated With Depression, Anxiety, and Social Isolation in Adults With Spina Bifida . Urology . 2021/03/01/ 2021 ; 149 : 255 – 262 . doi: 10.1016/j.urology.2020.11.016 OpenUrl CrossRef PubMed 34. ↵ Stubberud J , Langenbahn D , Levine B , Stanghelle J , Schanke A-K. Emotional health and coping in spina bifida after goal management training: a randomized controlled trial . Rehabilitation Psychology . 2015 ; 60 ( 1 ): 1 . OpenUrl PubMed 35. ↵ Ball MA , Clayton DB . Long-Term Quality of Life for Patients with Spina Bifida . Current Bladder Dysfunction Reports . 2024 : 1 – 7 . 36. ↵ Smith AV , Richardson EJ , Cowan R. Pain interference, pain type, and quality of life among adults with spina bifida . PM&R . 2024 ; 16 ( 6 ): 586 – 593 . OpenUrl 37. ↵ McKeon A , McCue M , Skidmore E , Schein M , Kulzer J. Ecological momentary assessment for rehabilitation of chronic illness and disability . Disability and rehabilitation . 2018 ; 40 ( 8 ): 974 – 987 . OpenUrl PubMed View the discussion thread. Back to top Previous Next Posted May 21, 2025. Download PDF Data/Code Email Thank you for your interest in spreading the word about medRxiv. NOTE: Your email address is requested solely to identify you as the sender of this article. Your Email * Your Name * Send To * Enter multiple addresses on separate lines or separate them with commas. You are going to email the following Day-to-Day Activity Avoidance in the Context of Urinary and Fecal Incontinence: Preliminary Results from Young Adults with Spina Bifida in an Ecological Momentary Assessment Study Message Subject (Your Name) has forwarded a page to you from medRxiv Message Body (Your Name) thought you would like to see this page from the medRxiv website. Your Personal Message CAPTCHA This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. Share Day-to-Day Activity Avoidance in the Context of Urinary and Fecal Incontinence: Preliminary Results from Young Adults with Spina Bifida in an Ecological Momentary Assessment Study Devon J. Hensel , Audrey I. Young , Konrad M. Szymanski medRxiv 2025.05.20.25327607; doi: https://doi.org/10.1101/2025.05.20.25327607 Share This Article: Copy Citation Tools Day-to-Day Activity Avoidance in the Context of Urinary and Fecal Incontinence: Preliminary Results from Young Adults with Spina Bifida in an Ecological Momentary Assessment Study Devon J. Hensel , Audrey I. Young , Konrad M. Szymanski medRxiv 2025.05.20.25327607; doi: https://doi.org/10.1101/2025.05.20.25327607 Citation Manager Formats BibTeX Bookends EasyBib EndNote (tagged) EndNote 8 (xml) Medlars Mendeley Papers RefWorks Tagged Ref Manager RIS Zotero Tweet Widget Facebook Like Google Plus One Subject Area Urology Subject Areas All Articles Addiction Medicine (568) Allergy and Immunology (863) Anesthesia (300) Cardiovascular Medicine (4435) Dentistry and Oral Medicine (444) Dermatology (382) Emergency Medicine (608) Endocrinology (including Diabetes Mellitus and Metabolic Disease) (1509) Epidemiology (15228) Forensic Medicine (30) Gastroenterology (1124) Genetic and Genomic Medicine (6599) Geriatric Medicine (668) Health Economics (997) Health Informatics (4536) Health Policy (1368) Health Systems and Quality Improvement (1613) Hematology (540) HIV/AIDS (1264) Infectious Diseases (except HIV/AIDS) (15916) Intensive Care and Critical Care Medicine (1103) Medical Education (623) Medical Ethics (146) Nephrology (667) Neurology (6599) Nursing (346) Nutrition (998) Obstetrics and Gynecology (1144) Occupational and Environmental Health (957) Oncology (3332) Ophthalmology (974) Orthopedics (369) Otolaryngology (420) Pain Medicine (436) Palliative Medicine (130) Pathology (663) Pediatrics (1693) Pharmacology and Therapeutics (691) Primary Care Research (711) Psychiatry and Clinical Psychology (5447) Public and Global Health (9231) Radiology and Imaging (2198) Rehabilitation Medicine and Physical Therapy (1370) Respiratory Medicine (1196) Rheumatology (593) Sexual and Reproductive Health (712) Sports Medicine (530) Surgery (712) Toxicology (99) Transplantation (289) Urology (265) (function(){function c(){var b=a.contentDocument||a.contentWindow.document;if(b){var d=b.createElement('script');d.innerHTML="window.__CF$cv$params={r:'a006d105197d73fe',t:'MTc3OTU2ODIwNQ=='};var a=document.createElement('script');a.src='/cdn-cgi/challenge-platform/scripts/jsd/main.js';document.getElementsByTagName('head')[0].appendChild(a);";b.getElementsByTagName('head')[0].appendChild(d)}}if(document.body){var a=document.createElement('iframe');a.height=1;a.width=1;a.style.position='absolute';a.style.top=0;a.style.left=0;a.style.border='none';a.style.visibility='hidden';document.body.appendChild(a);if('loading'!==document.readyState)c();else if(window.addEventListener)document.addEventListener('DOMContentLoaded',c);else{var e=document.onreadystatechange||function(){};document.onreadystatechange=function(b){e(b);'loading'!==document.readyState&&(document.onreadystatechange=e,c())}}}})();
Text is read by the "Ask this paper" AI Q&A widget below.
Extraction quality varies by source — PMC NXML preserves structure
cleanly, OA-HTML may include some navigation residue, and OA-PDF can
have broken hyphenation. The publisher copy
(via DOI)
is the canonical version.