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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="1.4" xml:lang="en" article-type="research-article"><?properties manuscript?><processing-meta base-tagset="archiving" mathml-version="3.0" table-model="xhtml" tagset-family="jats"><restricted-by>pmc</restricted-by></processing-meta><front><journal-meta><journal-id journal-id-type="nlm-journal-id">9713494</journal-id><journal-id journal-id-type="pubmed-jr-id">26779</journal-id><journal-id journal-id-type="nlm-ta">Autism</journal-id><journal-id journal-id-type="iso-abbrev">Autism</journal-id><journal-title-group><journal-title>Autism : the international journal of research and practice</journal-title></journal-title-group><issn pub-type="ppub">1362-3613</issn><issn pub-type="epub">1461-7005</issn></journal-meta><article-meta><article-id pub-id-type="pmid">42387996</article-id><article-id pub-id-type="pmc">13455034</article-id><article-id pub-id-type="doi">10.1177/13623613261459642</article-id><article-id pub-id-type="manuscript">HHSPA2198163</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title-group><article-title>Longitudinal Examination of Wandering in Children and Adolescents With Autism</article-title></title-group><contrib-group><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0001-9283-7294</contrib-id><name><surname>Wiggins</surname><given-names>Lisa D.</given-names></name><xref rid="A1" ref-type="aff">1</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0002-6440-7817</contrib-id><name><surname>DiGuiseppi</surname><given-names>Carolyn</given-names></name><xref rid="A2" ref-type="aff">2</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0002-6816-4867</contrib-id><name><surname>Overwyk</surname><given-names>Katherine</given-names></name><xref rid="A1" ref-type="aff">1</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0003-0251-5721</contrib-id><name><surname>Powell</surname><given-names>Patrick</given-names></name><xref rid="A1" ref-type="aff">1</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0003-1186-9150</contrib-id><name><surname>Thompson-Paul</surname><given-names>Angela</given-names></name><xref rid="A1" ref-type="aff">1</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0003-0422-2340</contrib-id><name><surname>Moody</surname><given-names>Eric</given-names></name><xref rid="A3" ref-type="aff">3</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0002-1568-9221</contrib-id><name><surname>Nadler</surname><given-names>Cy</given-names></name><xref rid="A4" ref-type="aff">4</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0003-3642-7746</contrib-id><name><surname>Reyes</surname><given-names>Nuri</given-names></name><xref rid="A2" ref-type="aff">2</xref></contrib><contrib contrib-type="author"><name><surname>Tinker</surname><given-names>Sarah</given-names></name><xref rid="A1" ref-type="aff">1</xref></contrib></contrib-group><aff id="A1"><label>1</label>Centers for Disease Control and Prevention, Atlanta, GA, USA</aff><aff id="A2"><label>2</label>University of Colorado Anschutz, Aurora, USA</aff><aff id="A3"><label>3</label>University of Wyoming, Laramie, USA</aff><aff id="A4"><label>4</label>Children&#x02019;s Mercy Hospital, Kansas City, MO, USA</aff><author-notes><fn fn-type="con" id="FN1"><p id="P1">Author Contributions</p><p id="P2"><bold>Lisa D. Wiggins:</bold> Conceptualization; Formal analysis; Investigation; Methodology; Writing &#x02013; original draft.</p><p id="P3"><bold>Carolyn DiGuiseppi:</bold> Conceptualization; Investigation; Methodology; Writing &#x02013; review &#x00026; editing.</p><p id="P4"><bold>Katherine Overwyk:</bold> Formal analysis; Investigation; Methodology; Writing &#x02013; review &#x00026; editing.</p><p id="P5"><bold>Patrick Powell:</bold> Investigation; Methodology; Writing &#x02013; review &#x00026; editing.</p><p id="P6"><bold>Angela Thompson-Paul:</bold> Investigation; Methodology; Writing &#x02013; review &#x00026; editing.</p><p id="P7"><bold>Eric Moody:</bold> Investigation; Methodology; Writing &#x02013; review &#x00026; editing.</p><p id="P8"><bold>Cy Nadler:</bold> Investigation; Methodology; Writing &#x02013; review &#x00026; editing.</p><p id="P9"><bold>Nuri Reyes:</bold> Investigation; Methodology; Writing &#x02013; review &#x00026; editing.</p><p id="P10"><bold>Sarah Tinker:</bold> Investigation; Methodology; Writing &#x02013; review &#x00026; editing.</p></fn><corresp id="CR1"><bold>Corresponding Author:</bold> Lisa D. Wiggins, Child Development and Disability Branch, Centers for Disease Control and Prevention, 4770 Buford Highway, Atlanta, GA 30341, USA. <email>lwiggins@cdc.gov</email></corresp></author-notes><pub-date pub-type="nihms-submitted"><day>4</day><month>8</month><year>2026</year></pub-date><pub-date pub-type="ppub"><month>8</month><year>2026</year></pub-date><pub-date pub-type="epub"><day>01</day><month>7</month><year>2026</year></pub-date><pub-date pub-type="pmc-release"><day>10</day><month>8</month><year>2026</year></pub-date><volume>30</volume><issue>8</issue><fpage>2107</fpage><lpage>2116</lpage><abstract id="ABS1"><p id="P11">Wandering &#x02013; or leaving a supervised space and/or care of a responsible person &#x02013; disproportionately affects children with autism and can lead to serious injury. We describe parent-reported wandering in children with autism in early childhood and adolescence and characterize wandering in adolescence. Of 258 teens with autism enrolled in the Study to Explore Early Development, caregivers reported that 45% never wandered, 41% wandered only in early childhood, and 14% wandered at least once in adolescence (including 9% that wandered at both time points). Childhood externalizing behavior problems were positively associated with wandering only in early childhood and at least once in adolescence compared to never wandered (both <italic toggle="yes">p</italic> &#x0003c; .01). Adolescents who wandered most often left public places (58.3%). To address wandering, caregivers most often added home locks/alarms (30.6%) and least often placed a tracking device (8.3%) on the adolescent. In conclusion, wandering is less common among adolescents than young children with autism but still presents opportunities for intervention. These findings can help partners communicate that childhood externalizing behavior problems are associated with wandering regardless of age and promote awareness of and access to interventions that can improve health and safety.</p></abstract><abstract id="ABS2" abstract-type="summary"><title>Lay Abstract</title><p id="P12">Wandering occurs when a child leaves a safe space. Children with autism wander more than other children. This can lead to serious injury. We describe wandering in children and adolescents with autism. In total, 258 teens with autism were included in the analysis. Caregivers reported that 45% never wandered, 41% wandered only in early childhood, and 14% wandered at least once in adolescence (including 9% that wandered at both time points). Children with behaviors like hyperactivity were more likely to wander in both early childhood and adolescence. Adolescents who wandered most often left public places (58.3%). To address wandering, caregivers most often added home locks/alarms (30.6%) and least often placed a tracking device (8.3%) on the adolescent. In sum, wandering is less common among adolescents than young children with autism. However, we can still help families with adolescents with autism who wander. One way to help these families is to educate people that behavior problems like hyperactivity are associated with wandering regardless of age. Another way to help these families is to increase ways to address wandering away from the home to keep adolescents with autism safe.</p></abstract><kwd-group><kwd>autism</kwd><kwd>prevention</kwd><kwd>safety</kwd><kwd>wandering</kwd></kwd-group></article-meta></front><body><sec id="S1"><title>Introduction</title><p id="P13">Wandering &#x02013; or leaving a supervised space and/or care of a responsible person &#x02013; is common among toddlers who are learning to explore their environment (<xref rid="R3" ref-type="bibr">American Academy of Pediatrics, 2021</xref>). It is much less common in older children and can be associated with serious injury, especially among those who cannot independently share their names, addresses, or phone numbers if they get lost. Wandering disproportionately affects children with intellectual and developmental disabilities, with some studies suggesting that a majority of those who wander are diagnosed with autism (<xref rid="R4" ref-type="bibr">A. Anderson et al., 2020</xref>; <xref rid="R5" ref-type="bibr">C. Anderson et al., 2012</xref>; <xref rid="R6" ref-type="bibr">Barnard-Brak et al., 2016</xref>; <xref rid="R17" ref-type="bibr">Kiely et al., 2016</xref>; <xref rid="R34" ref-type="bibr">Wiggins et al., 2020</xref>). Child factors associated with wandering in early childhood are anxiety, hyperactivity, significant early learning delays, and the severity of autism traits (<xref rid="R4" ref-type="bibr">A. Anderson et al., 2020</xref>; <xref rid="R5" ref-type="bibr">C. Anderson et al., 2012</xref>; <xref rid="R13" ref-type="bibr">Hong et al., 2018</xref>; <xref rid="R28" ref-type="bibr">Rice et al., 2016</xref>; <xref rid="R32" ref-type="bibr">T-Pederson et al., 2021</xref>; <xref rid="R34" ref-type="bibr">Wiggins et al., 2020</xref>).</p><p id="P14">Wandering among children with autism has been associated with risk for serious injury and premature mortality. In one study, 65% of caregivers reported that their child with autism who wandered was in danger of traffic injury and 24% reported that their child was in danger of drowning (<xref rid="R5" ref-type="bibr">C. Anderson et al., 2012</xref>). In another study, 17% of people with autism who were reported missing were found dead (<xref rid="R25" ref-type="bibr">National Autism Association, 2017</xref>). Accidental drowning accounted for most of these fatalities (71%) followed by traffic injury (18%). Wandering has also been described as the most commonly reported activity leading to fatal drowning incidents among children with autism 3&#x02013;14 years of age (<xref rid="R12" ref-type="bibr">Guan &#x00026; Li, 2017</xref>).</p><p id="P15">Adverse caregiver and family impacts of wandering have also been reported. For instance, 62% of caregivers of children with autism reported they did not attend or enjoy activities outside the home because of child wandering, and 56% said that wandering was one of the most stressful parenting challenges (<xref rid="R27" ref-type="bibr">Pereira-Smith et al., 2019</xref>). In addition, wandering concerns may affect up to 73% of caregivers&#x02019; decisions to let their child spend time with friends or family in their absence (<xref rid="R22" ref-type="bibr">McLaughlin et al., 2018</xref>). Despite these concerns, many parents of children with autism do not receive anticipatory guidance on how to prevent wandering or create emergency response plans (<xref rid="R22" ref-type="bibr">McLaughlin et al., 2018</xref>).</p><p id="P16">There are many available strategies to prevent wandering and intervene when a wandering incident occurs. The most commonly reported prevention and intervention measures implemented by caregivers are physical barriers like gates, fences, and locks; some of the least commonly reported are medical bracelets, tracking devices, and service animals (<xref rid="R4" ref-type="bibr">Andersen et al., 2020</xref>; <xref rid="R16" ref-type="bibr">Kiely et al., 2019</xref>; <xref rid="R27" ref-type="bibr">Pereira-Smith et al., 2019</xref>). Most (96%) caregivers of children with autism have used at least one of these strategies and rate their effectiveness as &#x0201c;good&#x0201d; or &#x0201c;very good&#x0201d; 75% of the time (<xref rid="R4" ref-type="bibr">Andersen et al., 2020</xref>). However, a majority (68%) also rate the overall burden of implementing wandering interventions as &#x0201c;high&#x0201d; or &#x0201c;very high&#x0201d; (<xref rid="R4" ref-type="bibr">Andersen et al., 2020</xref>). Caregivers identified cost as a major deterrent in using tracking devices to intervene when a wandering incident occurs in one previous study (<xref rid="R16" ref-type="bibr">Kiely et al., 2019</xref>).</p><p id="P17">Among children with autism, the reported prevalence of wandering is between 33% and 60%, with decreasing prevalence as children age based on cross-sectional data (<xref rid="R17" ref-type="bibr">Kiely et al., 2016</xref>; <xref rid="R28" ref-type="bibr">Rice et al., 2016</xref>; <xref rid="R32" ref-type="bibr">T-Pederson et al., 2021</xref>; <xref rid="R34" ref-type="bibr">Wiggins et al., 2020</xref>). However, it is unclear how prevalence estimates differ at each time point (i.e., early childhood and adolescence), and early childhood predictors of adolescent wandering are largely unknown. Factors associated with adolescent wandering, like locations where they wandered, use of words to communicate, and recent intervention measures added by caregivers, are also largely unknown.</p><p id="P18">The first goal of this analysis was to describe parent-reported wandering in children with autism in early childhood and adolescence and identify early childhood factors associated with wandering only in early childhood and at least once in adolescence. A second goal was to examine, for adolescents who wandered, locations from where they wandered, overall communication abilities, and prevention and intervention measures added by their caregivers in the last 12 months.</p><p id="P19">It is important to note that the terms &#x0201c;wandering&#x0201d; and &#x0201c;elopement&#x0201d; are sometimes defined separately and other times used interchangeably in the literature. Elopement can sometimes include more intense examples of behavior, like running away from caregivers or bolting into the street. In this article, we used the term &#x0201c;wandering&#x0201d; to characterize leaving a supervised space and/or care of a responsible person to align with the <xref rid="R26" ref-type="bibr">National Autism Association (2022)</xref>.</p></sec><sec id="S2"><title>Method</title><p id="P20">Data for this analysis were from the Study to Explore Early Development &#x02013; Phase 1 (SEED1, 2006&#x02013;2011) and the SEED Teen Follow-Up Survey (SEED Teen, 2018&#x02013;2021). SEED1 is a multi-site case-control study of 2- to 5-year-old children ascertained through health and education providers via diagnostic codes/exceptionality criteria and a random sample of state birth certificate records. Caregivers completed the <italic toggle="yes">Social Communication Questionnaire</italic> (SCQ; <xref rid="R29" ref-type="bibr">Rutter et al., 2003</xref>), a screening measure that assessed their child&#x02019;s likelihood for autism. Children completed the <italic toggle="yes">Mullen Scales of Early Learning</italic> (MSEL; <xref rid="R24" ref-type="bibr">Mullen, 1995</xref>), which assessed their early learning abilities. Children who demonstrated likelihood for autism on the SCQ (scoring 11 or higher, to maximize sensitivity in preschool children in the SEED sample; see <xref rid="R2" ref-type="bibr">Allen et al., 2007</xref>; <xref rid="R18" ref-type="bibr">Lee et al., 2007</xref>; <xref rid="R33" ref-type="bibr">Wiggins et al., 2007</xref>) or had a previous autism diagnosis completed a comprehensive developmental evaluation that included the <italic toggle="yes">Autism Diagnostic Interview &#x02013; Revised</italic> (ADI-R; <xref rid="R20" ref-type="bibr">Lord et al., 1994</xref>) and the <italic toggle="yes">Autism Diagnostic Observation Schedule</italic> (ADOS; <xref rid="R11" ref-type="bibr">Gotham et al., 2007</xref>; <xref rid="R19" ref-type="bibr">Lord et al., 2000</xref>). Study group classifications based on an in-person developmental evaluation were autism, other developmental disabilities, and population comparison. Details on SEED1 can be found in <xref rid="R30" ref-type="bibr">Schendel et al. (2012)</xref> and <xref rid="R35" ref-type="bibr">Wiggins et al. (2015)</xref>.</p><p id="P21">SEED Teen is a longitudinal follow-up of children who completed SEED1 when they were 12&#x02013;16 years old. The goals of SEED Teen were to assess the health and healthcare needs of children enrolled in SEED1 as they transitioned into adolescence and to understand early childhood factors related to adolescent health outcomes. SEED Teen participants were recruited from four of the six original SEED1 sites: Georgia, Maryland, North Carolina, and Pennsylvania. The North Carolina site assumed responsibility for collecting survey data from participants in Maryland, North Carolina, and Pennsylvania. This analysis included adolescents who completed SEED1 and whose caregiver reported on the SEED Teen survey a previous diagnosis of autism given by a healthcare provider (<italic toggle="yes">n</italic> = 269). Of these, 258 (95.9%) had data on wandering at both time points studied and comprised the sample for these analyses. Both SEED1 and SEED Teen were approved by the Institutional Review Boards at each study site.</p><sec id="S3"><title>SEED1 Analytic Variables</title><sec id="S4"><title>Caregiver Telephone Interview.</title><p id="P22">Upon SEED1 enrollment, caregivers completed a telephone interview that collected maternal demographic and pregnancy information and the early developmental history of their child. Demographic variables collected on the telephone interview used in this analysis were family income (above federal poverty threshold no/yes), maternal education (high school or less, some college, college degree, advanced degree), and maternal race/ethnicity (Hispanic, non-Hispanic Black, non-Hispanic Other, non-Hispanic White).</p></sec><sec id="S5"><title>Child Behavior Checklist/1&#x000bd;&#x02013;5 Years.</title><p id="P23">Caregivers completed the Child Behavior Checklist (CBCL; <xref rid="R1" ref-type="bibr">Achenbach, 2013</xref>) to assess wandering and emotional and behavioral problems when their child was 2&#x02013;5 years old. The CBCL contains 99 behaviors rated as &#x0201c;not true,&#x0201d; &#x0201c;somewhat or sometimes true,&#x0201d; or &#x0201c;very true or often true&#x0201d; in the previous 3 months. Individual items are rated separately by the caregiver, and then some are combined into externalizing (i.e., attention problems and aggression behavior) and internalizing (i.e., emotionally reactive, anxious/depressed, somatic complaints, withdrawn) scales. CBCL externalizing and internalizing <italic toggle="yes">t</italic>-scores range from 28 to 100, with higher scores representing more behavior problems.</p><p id="P24">There are no standardized measures of wandering in early childhood. We therefore used an item on the CBCL that asks if the child &#x0201c;wanders away&#x0201d; as a proxy indicator for wandering behavior in the SEED sample. This item was categorized as &#x0201c;no&#x0201d; if the parent answered as &#x0201c;not true&#x0201d; and &#x0201c;yes&#x0201d; if the parent answered as &#x0201c;somewhat or sometimes true&#x0201d; or &#x0201c;very true or often true.&#x0201d; The CBCL wandering item is not included in the items used to derive externalizing or internalizing scales.</p></sec><sec id="S6"><title>MSEL.</title><p id="P25">The MSEL (<xref rid="R24" ref-type="bibr">Mullen, 1995</xref>) is a standardized in-person evaluation of the early learning abilities of young children in four areas of functioning: expressive language, receptive language, fine motor, and visual reception skills. Child performance in each of these areas is combined to yield an early learning composite (MSEL ELC) score with a mean of 100 and a standard deviation of 15, with higher scores representing more advanced abilities.</p></sec><sec id="S7"><title>Social Responsiveness Scale &#x02013; Second Edition.</title><p id="P26">The Social Responsiveness Scale &#x02013; Second Edition (SRS-2; <xref rid="R8" ref-type="bibr">Constantino, 2002</xref>) is a standardized 65-item caregiver questionnaire that assesses the distribution of autism traits in the general population. In general, items measure autistic mannerisms, social awareness, social cognition, social communication, and social motivation. SRS-2 <italic toggle="yes">t</italic>-scores range from 30+, with higher scores representing more autistic traits.</p></sec><sec id="S8"><title>The Vineland Adaptive Behavior Scale &#x02013; Second Edition.</title><p id="P27">The Vineland Adaptive Behavior Scale &#x02013; Second Edition (VABS-2; <xref rid="R31" ref-type="bibr">Sparrow et al., 2005</xref>) is a standardized semi-structured caregiver interview that assesses sufficiency of skills used on a daily basis in four areas of functioning: communication, daily living, motor, and social skills. The VABS-2 adaptive behavior composite (VABS ABC) has a mean of 100 and a standard deviation of 15, with higher scores representing more advanced abilities.</p></sec></sec><sec id="S9"><title>SEED Teen Analytic Variables</title><sec id="S10"><title>SEED Teen Health and Development Survey.</title><p id="P28">The SEED Teen Health and Development Survey was developed by SEED investigators to assess the health and well-being of SEED1 participants when they were 12&#x02013;16 years old. Survey topics were chosen by review of the literature and input from people with lived autism spectrum disorder (ASD) experience. Nearly all questions (97%) were selected from existing national surveys or surveillance systems, like the National Survey of Children&#x02019;s Health (NSCH), because these questions have been extensively tested and were developed by experts who had experience with the topics under investigation. Adolescents were classified as ever having autism if the caregiver endorsed the statement: &#x0201c;Has a doctor or other healthcare provider ever told you that this child has autism, Asperger&#x02019;s disorder, pervasive developmental disorder, or autism spectrum disorder?&#x0201d; This question was extracted from the NSCH.</p><p id="P29">The SEED Teen question on wandering, which differs from the proxy CBCL indicator for wandering in SEED1, was also extracted from the NSCH (Pathways follow-up survey of children with special health care needs) (<xref rid="R9" ref-type="bibr">Data Resource Center for Child and Adolescent Health, 2011</xref>) and was phrased:
<disp-quote id="Q1"><p id="P30">Some children are likely to wander off and become so lost that it is necessary to search for them. Please tell us if this child wandered off or became lost from any of these places DURING THE PAST 12 MONTHS, even if it occurred just once.
<list list-type="bullet" id="L1"><list-item><p id="P31">Your home?</p></list-item><list-item><p id="P32">Someone else&#x02019;s home such as a relative, friend, neighbor, or babysitter?</p></list-item><list-item><p id="P33">School, day care, or summer camp?</p></list-item><list-item><p id="P34">A store, restaurant, playground, campsite, or any other public place?</p></list-item></list></p></disp-quote></p><p id="P35">Caregivers were also asked:
<disp-quote id="Q2"><p id="P36">DURING THE PAST 12 MONTHS have you done any of the following to prevent this child from wandering off or to find them if they become lost? (Check all that apply).
<list list-type="bullet" id="L2"><list-item><p id="P37">Added fences or gates to your home</p></list-item><list-item><p id="P38">Added locks or alarms to your home</p></list-item><list-item><p id="P39">Added other barriers to your home</p></list-item><list-item><p id="P40">Placed a tracking device on this child</p></list-item><list-item><p id="P41">Used an APP or feature on the child&#x02019;s cell phone</p></list-item></list></p></disp-quote></p><p id="P42">Finally, caregivers were asked about adolescent communication abilities and current insurance coverage. Caregivers reported that their child &#x0201c;verbally communicates using words easily,&#x0201d; &#x0201c;verbally communicates using words with trouble,&#x0201d; or &#x0201c;does not communicate with words&#x0201d; (i.e., verbally communicates with noises or does not verbally communicate). Current insurance coverage was categorized into any form of private insurance (with or without public insurance) versus public-only insurance.</p></sec></sec><sec id="S11"><title>Statistical Analyses</title><p id="P43">Descriptive statistics were used to depict the sample and demonstrate the percentage of children who wandered in early childhood and adolescence. Three groups were then created: never wandered, wandered only in early childhood, and wandered at least once in adolescence. Chi-square analyses assessed differences between these three groups in terms of demographic characteristics (i.e., child sex, family income relative to the federal poverty level, insurance status, maternal education, and maternal race/ethnicity), and analysis of variance (ANOVA) assessed differences in early childhood characteristics (i.e., overall scores for CBCL externalizing and internalizing behavior problems, MSEL early learning abilities, SRS autistic traits, and VABS-2 adaptive delays).</p><p id="P44">Separate Poisson regression analyses identified early childhood factors associated with (1) wandering only in early childhood and (2) wandering at least once in adolescence. For these analyses, never wandered was considered the referent category, and child sex, family income relative to the federal poverty level, insurance status, maternal race/ethnicity, and maternal education were considered covariates. Predictors were continuous CBCL, MSEL, SRS-2, and VABS-2 scores. Missing data were handled via listwise deletion (i.e., complete case analysis); no variables were missing more than 7% of data (see <xref rid="T1" ref-type="table">Table 1</xref> footnote).</p><p id="P45">Descriptive statistics were used to examine, for adolescents who wandered, locations from where they wandered, overall communication abilities, and prevention measures added by their caregivers in the last 12 months.</p></sec></sec><sec id="S12"><title>Results</title><p id="P46">Among 258 SEED participants with autism included in this analysis, 50% (<italic toggle="yes">n</italic> = 129) wandered between 2 and 5 years of age and 14.0% (<italic toggle="yes">n</italic> = 36) wandered between 12 and 16 years of age. Characteristics of adolescents who never wandered (<italic toggle="yes">N</italic> = 117), wandered only in early childhood (<italic toggle="yes">N</italic> = 105), and wandered at least once in adolescence (<italic toggle="yes">N</italic> = 36) are reported in <xref rid="T1" ref-type="table">Table 1</xref>. The groups were similar in terms of demographic characteristics, except those who never wandered were more likely to have public-only insurance than those who wandered only in early childhood and sometime in adolescence. Those who never wandered had lower mean SRS-2 values (indicating fewer autistic traits), lower mean CBCL values (indicating fewer externalizing and internalizing behavior problems), and higher mean MSEL values (indicating more early learning abilities) than those who wandered in early childhood or at least once in adolescence. Adolescents who never wandered had higher mean VABS-2 adaptive skills scores than those who wandered only in childhood.</p><p id="P47">Compared to youth who never wandered, CBCL scores for childhood externalizing behavior problems were significantly higher for youth who wandered only in early childhood (adjusted prevalence ratio = 1.04; 95% confidence interval = [1.02, 1.06]; <italic toggle="yes">p</italic> &#x0003c; .01) as well as youth who wandered at least once in adolescence (adjusted prevalence ratio = 1.05; 95% confidence interval = [1.01, 1.08]; <italic toggle="yes">p</italic> &#x0003c; .01). This means that for every unit increase in CBCL externalizing symptoms (i.e., <italic toggle="yes">t</italic>-score), the likelihood of wandering increased by 4% in early childhood and increased by 5% in adolescence. Other early childhood characteristics were not associated with wandering at either developmental period (<xref rid="T2" ref-type="table">Table 2</xref>).</p><p id="P48">Among those who wandered at least once in adolescence (<italic toggle="yes">N</italic> = 36), more than half had wandered from a store, restaurant, playground, campsite, or other public place; about a third wandered from their own home and from school, daycare, or summer camp, respectively; and about a fifth wandered from someone else&#x02019;s home. These categories were not mutually exclusive (<xref rid="F1" ref-type="fig">Figure 1</xref>).</p><p id="P49">Among those who wandered at least once in adolescence (<italic toggle="yes">N</italic> = 36), 13 (36.1%) communicated using words easily, 15 (41.7%) communicated using words with trouble, and 8 (22.2%) did not communicate with words (compared to 76.9%, 20.5%, and 2.6%, respectively, among those who never wandered). The most commonly reported prevention/intervention measures added in the last 12 months in this group of adolescents were locks or alarms, followed by other barriers, an app or other phone feature, fences or gates, and tracking devices (<xref rid="F2" ref-type="fig">Figure 2</xref>). These categories also were not mutually exclusive.</p></sec><sec id="S13"><title>Discussion</title><p id="P50">There are several key findings from this longitudinal analysis. First, we observed that half of caregivers reported that their child with autism wandered in early childhood, and 14% (one in seven) reported that they wandered in adolescence. Childhood externalizing behavior problems were significantly associated with wandering regardless of age. Public places were the most common locations from which adolescents wandered, and almost one quarter of these adolescents did not use words to communicate. Although adolescents most often wandered from public places, fewer caregivers recently implemented safety strategies away rather than near the home, like apps or other phone features or tracking devices. These findings offer important information for families, providers, and community leaders to identify children and adolescents with autism who may be at risk for wandering and implement measures to keep them safe. The following sections relay this information to be translated into pediatric and/or public health practice.</p><sec id="S14"><title>Identifying Factors Associated With Wandering</title><p id="P51">The mechanism behind the observed association between externalizing behaviors and wandering cannot be ascertained through these cross-sectional data. However, knowledge of these associations can inform pediatric practice. Childhood externalizing behavior problems were defined as attention problems and aggressive behavior in these analyses. Other studies found that a diagnosis of attention-deficit/hyperactivity disorder (ADHD) was associated with wandering in early childhood (<xref rid="R4" ref-type="bibr">Andersen et al., 2020</xref>; <xref rid="R22" ref-type="bibr">McLaughlin et al., 2018</xref>). Our study extends upon this previous work and suggests that symptoms of ADHD are also associated with wandering in adolescence. Pediatricians and other providers can educate families about this association, provide anticipatory guidance, and help develop emergency response plans to prevent and respond to wandering incidents (<xref rid="R22" ref-type="bibr">McLaughlin et al., 2018</xref>; <xref rid="R32" ref-type="bibr">T-Pederson et al., 2021</xref>). Moreover, providers may be able to address potential upstream factors that can lead to wandering; for example, identifying antecedents to wandering and providing strategies or referrals to specialists who can help alleviate their consequences (<xref rid="R14" ref-type="bibr">Hotez &#x00026; Onaiwu, 2023</xref>). The most common evidence-based treatments for wandering after functional analysis are targeted support to increase youth communication abilities, proactively providing desirable behavioral alternatives to wandering, and caregiver coaching (<xref rid="R7" ref-type="bibr">Boyle &#x00026; Adamson, 2017</xref>).</p></sec><sec id="S15"><title>Implementing Measures to Keep Children/Adolescents Safe</title><p id="P52">Taking proactive measures against wandering may be one way to safeguard children and adolescents with autism from preventable injury. The Be REDy Booklet for Caregivers provided by the <xref rid="R26" ref-type="bibr">National Autism Association (2022)</xref> provides a variety of wandering resources for families, including a prevention checklist that recommends alerting neighbors, creating an emergency response plan, identifying triggers, teaching coping skills, and securing the home. Adding physical barriers like home locks and alarms has been a particularly common prevention strategy found in several different studies (<xref rid="R17" ref-type="bibr">Kiely et al., 2016</xref>; <xref rid="R27" ref-type="bibr">Pereira-Smith et al., 2019</xref>; <xref rid="R28" ref-type="bibr">Rice et al., 2016</xref>; <xref rid="R34" ref-type="bibr">Wiggins et al., 2020</xref>). A multi-layered approach that considers these strategies along with language prompts, swimming lessons, and social stories is recognized in the Be REDy resources as the best way to achieve optimal safety. Although wandering among children with autism decreases with age, use of these and other prevention resources beyond early childhood may help prevent future wandering behavior in adolescence.</p><p id="P53">Adolescents with autism most often wandered from public places in ours and a few other studies (<xref rid="R17" ref-type="bibr">Kiely et al., 2016</xref>; <xref rid="R28" ref-type="bibr">Rice et al., 2016</xref>). Wandering interventions implemented away from the home are not included in the Be REDy Booklet for Caregivers and may therefore be an important component of family and community emergency response plans. For family plans, tracking devices may help locate missing children or adolescents (<xref rid="R23" ref-type="bibr">McLaughlin et al., 2020</xref>), although they were the least common intervention added in the last 12 months in these analyses. Other wandering interventions that may be useful away from the home are GPS phone features, medical bracelets or shoe tags, and temporary tattoos with identification (<xref rid="R4" ref-type="bibr">Andersen et al., 2020</xref>; <xref rid="R27" ref-type="bibr">Pereira-Smith et al., 2019</xref>). Providing financial support for these interventions, as well as access to caregiver-mediated behavioral supports through autism waivers, insurance coverage, and low-intensity support services, may increase use, thereby potentially decreasing the risk for preventable injury.</p><p id="P54">For community plans, mandatory training of law enforcement officers (LEOs) can increase their confidence when working with people with autism (<xref rid="R15" ref-type="bibr">Kenney et al., 2024</xref>; <xref rid="R21" ref-type="bibr">Love et al., 2022</xref>). Incorporating ways to interact with minimally verbal individuals can be a critical part of this training since 22.2% of the adolescents who wandered in our sample did not use words to communicate, and another 41.7% communicated using words with trouble, similar to other studies (<xref rid="R10" ref-type="bibr">Gardner et al., 2022</xref>; <xref rid="R27" ref-type="bibr">Pereira-Smith et al., 2019</xref>). Increasing contact with people with autism in the community is another strategy to help LEOs and other first responders increase confidence and better understand people with autism they may encounter (<xref rid="R21" ref-type="bibr">Love et al., 2022</xref>).</p><p id="P55">We observed that children who never wandered were more likely to have public-only insurance than those who wandered only in early childhood or at least once in adolescence. One study found that private insurance was positively associated with use of wandering alerts (<xref rid="R27" ref-type="bibr">Pereira-Smith et al., 2019</xref>), which could lead to reporting bias among caregivers who do not have these alerts in place. Wandering alerts like home security systems are some of the most effective wandering prevention measures with the highest financial burden (<xref rid="R4" ref-type="bibr">Andersen et al., 2020</xref>). Funding for wandering alerts by public programs like Medicaid may therefore help bring awareness of wandering to caregivers of all children, regardless of insurance status.</p></sec><sec id="S16"><title>Limitations and Strengths of These Analyses</title><p id="P56">There are limitations to these analyses. We did not use the same measure of wandering at both time points studied. The adolescent measure required higher severity (i.e., becoming lost and requiring a search), whereas the early childhood item captured any wandering behavior. Therefore, the observed differences over time may reflect measurement differences rather than true developmental change. The CBCL item used to assess wandering in early childhood has not been validated and was used as a proxy indicator since standardized measures of wandering are not available for this age group. The item used to assess the addition of prevention measures in adolescence did not exhaustively query possible approaches; moreover, families may have implemented some of the prevention approaches in the SEED Teen Survey before the specified 12-month period. The number of adolescents who wandered was small (<italic toggle="yes">N</italic> = 36) and could have contributed to the lack of precision in estimates. Finally, our sample was primarily non-Hispanic White, and caregivers were primarily college-educated, which may limit generalizability.</p><p id="P57">There are also strengths to the analyses. We examined longitudinal changes in wandering from early childhood to adolescence. In addition, we examined factors associated with adolescent wandering based on research-reliable implementation of standardized instruments in early childhood. We characterized certain aspects of wandering in adolescence (e.g., locations where adolescents wandered) that can guide strategies to keep people with autism safe throughout development.</p><p id="P58">In conclusion, wandering is a common and potentially harmful behavior among young children with autism, and while the prevalence of wandering decreased with age in our sample, one in seven wandered in adolescence. Pediatricians and others can use findings from these analyses to help communicate that childhood externalizing behavior problems are associated with wandering regardless of age and promote awareness of and access to wandering interventions &#x02013; both near and away from the home &#x02013; that can improve health and safety. Future research could evaluate the effectiveness of these interventions and how to best support families of children who wander.</p></sec></sec></body><back><ack id="S17"><title>Funding</title><p id="P59">The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: All phases of this study were funded by the CDC.</p></ack><fn-group><fn fn-type="COI-statement" id="FN2"><p id="P61">Declaration of Conflicting Interests</p><p id="P62">The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.</p></fn><fn id="FN3"><p id="P63">Ethical Considerations</p><p id="P64">All phases of this study were approved by the Institutional Review Boards at the Centers for Disease Control and Prevention (CDC) and each study site.</p></fn><fn id="FN4"><p id="P65">Consent to Participate</p><p id="P66">Participants engaged in verbal and written informed consent processes.</p></fn></fn-group><sec sec-type="data-availability" id="S18"><title>Data Availability</title><p id="P60">Data used in these analyses are protected under a federal Certificate of Confidentiality to protect the privacy of research participants.</p></sec><ref-list><title>References</title><ref id="R1"><mixed-citation publication-type="book"><name><surname>Achenbach</surname><given-names>T</given-names></name> (<year>2013</year>). <source>Child behavior checklist</source>. <publisher-name>Achenbach System of Empirically Based Assessment</publisher-name>.</mixed-citation></ref><ref id="R2"><mixed-citation publication-type="journal"><name><surname>Allen</surname><given-names>CW</given-names></name>, <name><surname>Silove</surname><given-names>N</given-names></name>, <name><surname>Williams</surname><given-names>K</given-names></name>, &#x00026; <name><surname>Hutchins</surname><given-names>P</given-names></name> (<year>2007</year>). <article-title>Validity of the Social Communication Questionnaire in assessing risk of autism in preschool children with developmental problems</article-title>. <source>Journal of Autism and Developmental Disorders</source>, <volume>37</volume>, <fpage>1272</fpage>&#x02013;<lpage>1278</lpage>.<pub-id pub-id-type="pmid">17080270</pub-id>
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</mixed-citation></ref></ref-list></back><floats-group><fig position="float" id="F1"><label>Figure 1.</label><caption><title>Locations where adolescents with autism were reported to wander,<sup><xref rid="P67" ref-type="other">a</xref></sup> study to explore the development of the SEED teen survey, 2018&#x02013;2021.</title><p id="P67"><sup>a</sup>Categories were not mutually exclusive among <italic toggle="yes">n</italic> = 36 who wandered at least once in adolescence.</p></caption><graphic xlink:href="nihms-2198163-f0001" position="float"/></fig><fig position="float" id="F2"><label>Figure 2.</label><caption><title>Percentage of caregivers<sup><xref rid="P68" ref-type="other">a</xref></sup> with adolescents who wandered that added a prevention measure in the last 12 months, study to explore the development of the SEED teen survey, 2018&#x02013;2021.</title><p id="P68"><sup>a</sup>Categories were not mutually exclusive among <italic toggle="yes">n</italic> = 36 who wandered at least once in adolescence.</p></caption><graphic xlink:href="nihms-2198163-f0002" position="float"/></fig><table-wrap position="float" id="T1" orientation="landscape"><label>Table 1.</label><caption><p id="P69">Characteristics of Adolescents With Autism Who Did and Did Not Wander, Study to Explore Early Development (SEED), 2006&#x02013;2011, and SEED Teen Survey, 2018&#x02013; 2021.</p></caption><table frame="hsides" rules="none"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th align="left" valign="bottom" rowspan="1" colspan="1">Demographic and Early Childhood Characteristics</th><th align="left" valign="bottom" rowspan="1" colspan="1">A: Never wandered <italic toggle="yes">N</italic> = 117</th><th align="left" valign="bottom" rowspan="1" colspan="1">B: Wandered only in early childhood <italic toggle="yes">N</italic> = 105</th><th align="left" valign="bottom" rowspan="1" colspan="1">C:<sup><xref rid="TFN2" ref-type="table-fn">a</xref></sup> Wandered at least once in adolescence <italic toggle="yes">N</italic> = 36</th><th align="left" valign="bottom" rowspan="1" colspan="1">A:B</th><th align="left" valign="bottom" rowspan="1" colspan="1">A:C</th><th align="left" valign="bottom" rowspan="1" colspan="1">B:C</th></tr><tr><th colspan="7" align="left" valign="bottom" rowspan="1">
<hr/>
</th></tr><tr><th align="left" valign="bottom" rowspan="1" colspan="1">Demographic characteristics</th><th align="left" valign="bottom" rowspan="1" colspan="1"><italic toggle="yes">N</italic> (%)</th><th align="left" valign="bottom" rowspan="1" colspan="1"><italic toggle="yes">N</italic> (%)</th><th align="left" valign="bottom" rowspan="1" colspan="1"><italic toggle="yes">N</italic> (%)</th><th align="left" valign="bottom" rowspan="1" colspan="1"><italic toggle="yes">&#x003c7;</italic><sup>2</sup>
<italic toggle="yes">p</italic>-value</th><th align="left" valign="bottom" rowspan="1" colspan="1"><italic toggle="yes">&#x003c7;</italic><sup>2</sup>
<italic toggle="yes">p</italic>-value</th><th align="left" valign="bottom" rowspan="1" colspan="1"><italic toggle="yes">&#x003c7;</italic><sup>2</sup>
<italic toggle="yes">p</italic>-value</th></tr></thead><tbody><tr><td colspan="7" align="left" valign="bottom" rowspan="1">
<hr/>
</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">Child sex</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1">.39</td><td align="left" valign="top" rowspan="1" colspan="1">.72</td><td align="left" valign="top" rowspan="1" colspan="1">.33</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Female</td><td align="center" valign="top" rowspan="1" colspan="1">29 (24.8)</td><td align="center" valign="top" rowspan="1" colspan="1">21 (20.0)</td><td align="center" valign="top" rowspan="1" colspan="1">10 (27.8)</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Male</td><td align="center" valign="top" rowspan="1" colspan="1">88 (75.2)</td><td align="center" valign="top" rowspan="1" colspan="1">84 (80.0)</td><td align="center" valign="top" rowspan="1" colspan="1">26 (72.2)</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">Income below poverty level</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1">.68</td><td align="left" valign="top" rowspan="1" colspan="1">.20</td><td align="left" valign="top" rowspan="1" colspan="1">.12</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;No</td><td align="center" valign="top" rowspan="1" colspan="1">111 (94.9)</td><td align="center" valign="top" rowspan="1" colspan="1">97 (96.0)</td><td align="center" valign="top" rowspan="1" colspan="1">32 (88.9)</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Yes</td><td align="center" valign="top" rowspan="1" colspan="1">6 (5.1)</td><td align="center" valign="top" rowspan="1" colspan="1">4 (4.0)</td><td align="center" valign="top" rowspan="1" colspan="1">4 (11.1)</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">Insurance status</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1">.03</td><td align="left" valign="top" rowspan="1" colspan="1">.04</td><td align="left" valign="top" rowspan="1" colspan="1">.19</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Any private</td><td align="center" valign="top" rowspan="1" colspan="1">39 (34.2)</td><td align="center" valign="top" rowspan="1" colspan="1">50 (47.6)</td><td align="center" valign="top" rowspan="1" colspan="1">22 (61.1)</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Public only</td><td align="center" valign="top" rowspan="1" colspan="1">75 (65.8)</td><td align="center" valign="top" rowspan="1" colspan="1">53 (50.5)</td><td align="center" valign="top" rowspan="1" colspan="1">14 (38.9)</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">Maternal education</td><td align="center" valign="top" rowspan="1" colspan="1"/><td align="center" valign="top" rowspan="1" colspan="1"/><td align="center" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1">.99</td><td align="left" valign="top" rowspan="1" colspan="1">.66</td><td align="left" valign="top" rowspan="1" colspan="1">.72</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;College degree or higher</td><td align="center" valign="top" rowspan="1" colspan="1">78 (67.3)</td><td align="center" valign="top" rowspan="1" colspan="1">70 (66.6)</td><td align="center" valign="top" rowspan="1" colspan="1">22 (61.1)</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Some college</td><td align="center" valign="top" rowspan="1" colspan="1">26 (22.4)</td><td align="center" valign="top" rowspan="1" colspan="1">24 (22.9)</td><td align="center" valign="top" rowspan="1" colspan="1">11 (30.6)</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;High school or less</td><td align="center" valign="top" rowspan="1" colspan="1">12 (10.3)</td><td align="center" valign="top" rowspan="1" colspan="1">11 (10.5)</td><td align="center" valign="top" rowspan="1" colspan="1">3 (8.3)</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">Maternal race/ethnicity</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1">.46</td><td align="left" valign="top" rowspan="1" colspan="1">.65</td><td align="left" valign="top" rowspan="1" colspan="1">.11</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Hispanic</td><td align="center" valign="top" rowspan="1" colspan="1">7 (6.0)</td><td align="center" valign="top" rowspan="1" colspan="1">4 (3.8)</td><td align="center" valign="top" rowspan="1" colspan="1">3 (8.3)</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Non-Hispanic Black</td><td align="center" valign="top" rowspan="1" colspan="1">27 (23.1)</td><td align="center" valign="top" rowspan="1" colspan="1">24 (22.9)</td><td align="center" valign="top" rowspan="1" colspan="1">10 (27.8)</td><td align="center" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Non-Hispanic Other</td><td align="center" valign="top" rowspan="1" colspan="1">11 (9.4)</td><td align="center" valign="top" rowspan="1" colspan="1">5 (4.8)</td><td align="center" valign="top" rowspan="1" colspan="1">5 (13.9)</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Non-Hispanic White</td><td align="center" valign="top" rowspan="1" colspan="1">72 (61.5)</td><td align="center" valign="top" rowspan="1" colspan="1">72 (68.6)</td><td align="center" valign="top" rowspan="1" colspan="1">18 (50.0)</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td colspan="7" align="left" valign="bottom" rowspan="1">
<hr/>
</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">Early childhood characteristics</td><td align="left" valign="top" rowspan="1" colspan="1">Mean (<italic toggle="yes">SD</italic>)</td><td align="left" valign="top" rowspan="1" colspan="1">Mean (<italic toggle="yes">SD</italic>)</td><td align="left" valign="top" rowspan="1" colspan="1">Mean (<italic toggle="yes">SD</italic>)</td><td align="left" valign="top" rowspan="1" colspan="1"><italic toggle="yes">F p</italic>-value</td><td align="left" valign="top" rowspan="1" colspan="1"><italic toggle="yes">F p</italic>-value</td><td align="left" valign="top" rowspan="1" colspan="1"><italic toggle="yes">F p</italic>-value</td></tr><tr><td colspan="7" align="left" valign="bottom" rowspan="1">
<hr/>
</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">CBCL externalizing problems</td><td align="left" valign="top" rowspan="1" colspan="1">52.1 (10.0)</td><td align="left" valign="top" rowspan="1" colspan="1">63.5 (9.8)</td><td align="left" valign="top" rowspan="1" colspan="1">60.4 (12.2)</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;.01</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;.01</td><td align="left" valign="top" rowspan="1" colspan="1">.50</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">CBCL internalizing problems</td><td align="left" valign="top" rowspan="1" colspan="1">56.4 (10.4)</td><td align="left" valign="top" rowspan="1" colspan="1">62.4 (12.3)</td><td align="left" valign="top" rowspan="1" colspan="1">59.7 (10.9)</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;.01</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;.01</td><td align="left" valign="top" rowspan="1" colspan="1">.99</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">MSEL early learning abilities</td><td align="left" valign="top" rowspan="1" colspan="1">78.8 (22.4)</td><td align="left" valign="top" rowspan="1" colspan="1">67.6 (22.5)</td><td align="left" valign="top" rowspan="1" colspan="1">64.4 (27.2)</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;.01</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;.01</td><td align="left" valign="top" rowspan="1" colspan="1">.13</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">SRS-2 autistic traits</td><td align="left" valign="top" rowspan="1" colspan="1">65.1 (11.9)</td><td align="left" valign="top" rowspan="1" colspan="1">73.2 (11.8)</td><td align="left" valign="top" rowspan="1" colspan="1">73.2 (13.8)</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;.01</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;.01</td><td align="left" valign="top" rowspan="1" colspan="1">.82</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">VABS-2 adaptive abilities</td><td align="left" valign="top" rowspan="1" colspan="1">86.8 (39.0)</td><td align="left" valign="top" rowspan="1" colspan="1">73.3 (13.4)</td><td align="left" valign="top" rowspan="1" colspan="1">77.5 (54.3)</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;.01</td><td align="left" valign="top" rowspan="1" colspan="1">&#x000a0;.28</td><td align="left" valign="top" rowspan="1" colspan="1">&#x000a0;.47</td></tr></tbody></table><table-wrap-foot><fn id="TFN1"><p id="P70"><italic toggle="yes">Note.</italic> Missing data for the entire sample: Income below the federal poverty threshold (<italic toggle="yes">N</italic> = 4), public-only insurance (<italic toggle="yes">N</italic> = 5), maternal education (<italic toggle="yes">N</italic> = 1), autistic traits (<italic toggle="yes">N</italic> = 18), significant early learning delays (<italic toggle="yes">N</italic> = 3), and adolescent communication (<italic toggle="yes">N</italic> = 1). SD = Standard deviation; CBCL=Child Behavior Checklist; MSEL = Mullen Scales of Early Learning; SRS-2 = Social Responsiveness Scale-Second Edition; VABS-2 = Vineland Adaptive Behavior Scales - Second Edition.</p></fn><fn id="TFN2"><label>a</label><p id="P71">Of the 36 children who wandered at least once in adolescence, 24 also wandered in childhood.</p></fn></table-wrap-foot></table-wrap><table-wrap position="float" id="T2" orientation="landscape"><label>Table 2.</label><caption><p id="P72">Early Childhood Factors Associated With Wandering Only in Early Childhood and Sometime in Adolescence Compared to Never Wandered, Study to Explore Early Development (SEED), 2006&#x02013;2011, and SEED Teen Survey, 2018&#x02013;2021.</p></caption><table frame="hsides" rules="none"><colgroup span="1"><col align="left" valign="top" span="1"/><col align="left" valign="top" span="1"/><col align="left" valign="top" span="1"/><col align="left" valign="top" span="1"/></colgroup><tbody><tr><th colspan="4" align="left" valign="top" rowspan="1">Wandered only in early childhood (<italic toggle="yes">N</italic> = 105)</th></tr><tr><td colspan="4" align="left" valign="bottom" rowspan="1">
<hr/>
</td></tr><tr><th align="left" valign="top" rowspan="1" colspan="1">Early Childhood Characteristics</th><th align="left" valign="top" rowspan="1" colspan="1">Adjusted prevalence ratio<sup><xref rid="TFN4" ref-type="table-fn">a</xref></sup></th><th align="left" valign="top" rowspan="1" colspan="1">95% confidence interval</th><th align="left" valign="top" rowspan="1" colspan="1"><italic toggle="yes">p</italic>-value</th></tr><tr><td colspan="4" align="left" valign="bottom" rowspan="1">
<hr/>
</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">CBCL externalizing problems</td><td align="left" valign="top" rowspan="1" colspan="1">1.04</td><td align="left" valign="top" rowspan="1" colspan="1">[1.02, 1.06]</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;.01</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">CBCL internalizing problems</td><td align="left" valign="top" rowspan="1" colspan="1">0.99</td><td align="left" valign="top" rowspan="1" colspan="1">[0.97, 1.01]</td><td align="left" valign="top" rowspan="1" colspan="1">.23</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">MSEL early learning abilities</td><td align="left" valign="top" rowspan="1" colspan="1">0.99</td><td align="left" valign="top" rowspan="1" colspan="1">[0.98, 1.01]</td><td align="left" valign="top" rowspan="1" colspan="1">.36</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">SRS-2 autistic traits</td><td align="left" valign="top" rowspan="1" colspan="1">1.01</td><td align="left" valign="top" rowspan="1" colspan="1">[0.99, 1.02]</td><td align="left" valign="top" rowspan="1" colspan="1">.36</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">VABS-2 adaptive abilities</td><td align="left" valign="top" rowspan="1" colspan="1">0.99</td><td align="left" valign="top" rowspan="1" colspan="1">[0.98, 1.01]</td><td align="left" valign="top" rowspan="1" colspan="1">.06</td></tr></tbody><tbody><tr><td colspan="4" align="left" valign="bottom" rowspan="1">
<hr/>
</td></tr><tr><th colspan="4" align="left" valign="top" rowspan="1">Wandered at least once in adolescence (<italic toggle="yes">N</italic> = 36)</th></tr><tr><td colspan="4" align="left" valign="bottom" rowspan="1">
<hr/>
</td></tr><tr><th align="left" valign="top" rowspan="1" colspan="1">Early Childhood Characteristics</th><th align="left" valign="top" rowspan="1" colspan="1">Adjusted prevalence ratio<sup><xref rid="TFN4" ref-type="table-fn">a</xref></sup></th><th align="left" valign="top" rowspan="1" colspan="1">95% confidence interval</th><th align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td colspan="4" align="left" valign="bottom" rowspan="1">
<hr/>
</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">CBCL externalizing problems</td><td align="left" valign="top" rowspan="1" colspan="1">1.05</td><td align="left" valign="top" rowspan="1" colspan="1">[1.01, 1.08]</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;.01</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">CBCL internalizing problems</td><td align="left" valign="top" rowspan="1" colspan="1">0.98</td><td align="left" valign="top" rowspan="1" colspan="1">[0.93, 1.02]</td><td align="left" valign="top" rowspan="1" colspan="1">.29</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">MSEL early learning abilities</td><td align="left" valign="top" rowspan="1" colspan="1">0.99</td><td align="left" valign="top" rowspan="1" colspan="1">[0.98, 1.01]</td><td align="left" valign="top" rowspan="1" colspan="1">.11</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">SRS-2 autistic traits</td><td align="left" valign="top" rowspan="1" colspan="1">1.04</td><td align="left" valign="top" rowspan="1" colspan="1">[0.99, 1.09]</td><td align="left" valign="top" rowspan="1" colspan="1">.06</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">VABS-2 adaptive abilities</td><td align="left" valign="top" rowspan="1" colspan="1">1.00</td><td align="left" valign="top" rowspan="1" colspan="1">[0.99, 1.01]</td><td align="left" valign="top" rowspan="1" colspan="1">.53</td></tr></tbody></table><table-wrap-foot><fn id="TFN3"><p id="P73"><italic toggle="yes">Note.</italic> CBCL = Child Behavior Checklist; MSEL = Mullen Scales of Early Learning; SRS-2 = Social Responsiveness Scale - Second Edition; VABS-2 = Vineland Adaptive Behavior Scales - Second Edition.</p></fn><fn id="TFN4"><label>a</label><p id="P74">Models adjusted for child sex, family income relative to the federal poverty level, insurance status, maternal race/ethnicity, and maternal education.</p></fn></table-wrap-foot></table-wrap></floats-group></article>