Representation of child and youth participation within the Unified Medical Language System (UMLS).

PURPOSE: To examine (1) how much participation is represented in the benchmark Unified Medical Language System (UMLS) resource, and (2) to what extent that representation reflects the definition of child and youth participation and/or its related constructs per the family of Participation-Related Constructs framework. MATERIALS AND METHODS: We searched and analysed UMLS concepts related to the term "participation." Identified UMLS concepts were rated according to their representation of participation (i.e., attendance, involvement, both) as well as participation-related constructs using deductive content analysis. RESULTS: 363 UMLS concepts were identified. Of those, 68 had at least one English definition, resulting in 81 definitions that were further analysed. Results revealed 2 definitions (2/81; 3%; 2/68 UMLS concepts) representing participation "attendance" and 18 definitions (18/81; 22%; 14/68 UMLS concepts) representing participation "involvement." No UMLS concept definition represented both attendance and involvement (i.e., participation). Most of the definitions (11/20; 55%; 9/16 UMLS concepts) representing attendance or involvement also represent a participation-related construct. CONCLUSION(S): The representation of participation within the UMLS is limited and poorly aligned with the contemporary definition of child and youth participation. Expanding ontological resources to represent child and youth participation is needed to enable better data analytics that reflect contemporary paediatric rehabilitation practice.

The representation of participation within the Unified Medical Language System (UMLS) is limited and poorly aligned with the contemporary definition of child and youth participation.From a contemporary paediatric rehabilitation perspective, using the current UMLS concepts for data analytics might result in misrepresentation of child and youth participation.There is need to expand ontological resources within the UMLS to fully and exclusively represent participation dimensions (attendance and involvement) in daily life activities to enable better data analytics that reflect contemporary paediatric rehabilitation practice.

Caregiver strategies supporting community participation among children and youth with or at risk for disabilities: a mixed-methods study.

Introduction: The purpose of this mixed-methods study is to examine the role of caregiver strategies to support community participation among children and youth with disabilities and those at risk, from the caregiver perspective. For the quantitative phase, we tested the hypothesized positive effect of participation-focused caregiver strategies on the relationship(s) between participation-related constructs and community participation attendance and involvement. For the qualitative phase, we solicited caregiver perspectives to explain the quantitative findings. Methods: An explanatory sequential mixed-methods design (QUAN > qual) was used. For the quantitative phase, we conducted secondary analyses of data collected during a second follow-up phase of a longitudinal cohort study, including 260 families of children and youth (mean age: 13.5 years) with disabilities and those at risk [i.e., 120 families of children and youth with craniofacial microsomia (CFM); 140 families of children and youth with other types of childhood-onset disabilities]. Data were collected through the Participation and Environment Measure-Children and Youth, the Pediatric Quality of Life Inventory, and the Child Behavior Checklist and analyzed using structural equation modeling. For the qualitative phase, we conducted semi-structured interviews with eight caregivers of children and youth with disabilities and those at risk (i.e., three caregivers of children and youth with CFM; five caregivers of children and youth with other childhood-onset disabilities). Interviews were transcribed verbatim and inductively content-analyzed. Results: Our model reached acceptable to close model fit [CFI = 0.952; RMSEA = 0.068 (90% CI = 0.054-0.082); SRMR = 0.055; TLI = 0.936], revealing no significant effect of the number of participation-focused caregiver strategies on the relationships between participation-related constructs (e.g., activity competence, environment/context) and community participation in terms of attendance and involvement. The qualitative findings revealed three main categories for how caregivers explained these quantitative results: (1) caregiver workload and supports needed for implementing strategies; (2) caregivers careful strategy quality appraisal; and (3) community setting characteristics hindering successful strategy implementation. Discussion: The findings suggest that the insignificant effect of the number of caregiver strategies may be explained by the intensified need for caregiver effort and support to develop and implement quality strategies that are responsive to community setting characteristics.

Medical Home Care and Educational Services for Children and Youth on the Autism Spectrum: A Scoping Review.

This scoping review examined current evidence on medical home care and its association with educational services for children and youth on the autism spectrum. We searched five databases and grey literature resulting in 328 publications. Publications meeting inclusion criteria were mapped to medical home care component(s) addressed, type(s) of educational services and their strength and type of association. The Andersen Behavioral Model of Health Services Use was used to summarize predisposing, enabling, and need factors considered. Eighteen publications were reviewed, including eight practice/policy reports and ten original research publications. Medical home care components most addressed included family-centered care (n = 10), referrals (n = 16), and effective care coordination (n = 13). Seven publications also addressed multiple educational service types. Two of the five publications that established a significant association between medical home care components and educational services had mixed results, with one publication reporting a negative association and the other publication reporting a positive association. Challenges to medical home care and educational services were most categorized as enabling factors. Results suggest three areas for further investigation: (1) limited evidence on the strength and type of association between medical home care components and educational services; (2) limited use of population data sources; and (3) the need to consider a broader range of factors when examining their association.

Natural Language Processing to Classify Caregiver Strategies Supporting Participation Among Children and Youth with Craniofacial Microsomia and Other Childhood-Onset Disabilities.

Customizing participation-focused pediatric rehabilitation interventions is an important but also complex and potentially resource intensive process, which may benefit from automated and simplified steps. This research aimed at applying natural language processing to develop and identify a best performing predictive model that classifies caregiver strategies into participation-related constructs, while filtering out non-strategies. We created a dataset including 1,576 caregiver strategies obtained from 236 families of children and youth (11-17 years) with craniofacial microsomia or other childhood-onset disabilities. These strategies were annotated to four participation-related constructs and a non-strategy class. We experimented with manually created features (i.e., speech and dependency tags, predefined likely sets of words, dense lexicon features (i.e., Unified Medical Language System (UMLS) concepts)) and three classical methods (i.e., logistic regression, naïve Bayes, support vector machines (SVM)). We tested a series of binary and multinomial classification tasks applying 10-fold cross-validation on the training set (80%) to test the best performing model on the held-out test set (20%). SVM using term frequency-inverse document frequency (TF-IDF) was the best performing model for all four classification tasks, with accuracy ranging from 78.10 to 94.92% and a macro-averaged F1-score ranging from 0.58 to 0.83. Manually created features only increased model performance when filtering out non-strategies. Results suggest pipelined classification tasks (i.e., filtering out non-strategies; classification into intrinsic and extrinsic strategies; classification into participation-related constructs) for implementation into participation-focused pediatric rehabilitation interventions like Participation and Environment Measure Plus (PEM+) among caregivers who complete the Participation and Environment Measure for Children and Youth (PEM-CY). Supplementary Information: The online version contains supplementary material available at 10.1007/s41666-023-00149-y.

Diversified caregiver input to upgrade the Young Children's Participation and Environment Measure for equitable pediatric re/habilitation practice.

BACKGROUND: Practitioner and family experiences of pediatric re/habilitation can be inequitable. The Young Children's Participation and Environment Measure (YC-PEM) is an evidence-based and promising electronic patient-reported outcome measure that was designed with and for caregivers for research and practice. This study examined historically minoritized caregivers' responses to revised YC-PEM content modifications and their perspectives on core intelligent virtual agent functionality needed to improve its reach for equitable service design. METHODS: Caregivers were recruited during a routine early intervention (EI) service visit and met five inclusion criteria: (1) were 18 + years old; (2) identified as the parent or legal guardian of a child 0-3 years old enrolled in EI services for 3 + months; (3) read, wrote, and spoke English; (4) had Internet and telephone access; and (5) identified as a parent or legal guardian of a Black, non-Hispanic child or as publicly insured. Three rounds of semi-structured cognitive interviews (55-90 min each) used videoconferencing to gather caregiver feedback on their responses to select content modifications while completing YC-PEM, and their ideas for core intelligent virtual agent functionality. Interviews were transcribed verbatim, cross-checked for accuracy, and deductively and inductively content analyzed by multiple staff in three rounds. RESULTS: Eight Black, non-Hispanic caregivers from a single urban EI catchment and with diverse income levels (Mdn = $15,001-20,000) were enrolled, with children (M = 21.2 months, SD = 7.73) enrolled in EI. Caregivers proposed three ways to improve comprehension (clarify item wording, remove or simplify terms, add item examples). Environmental item edits prompted caregivers to share how they relate and respond to experiences with interpersonal and institutional discrimination impacting participation. Caregivers characterized three core functions of a virtual agent to strengthen YC-PEM navigation (read question aloud, visual and verbal prompts, more examples and/or definitions). CONCLUSIONS: Results indicate four ways that YC-PEM content will be modified to strengthen how providers screen for unmet participation needs and determinants to design pediatric re/habilitation services that are responsive to family priorities. Results also motivate the need for user-centered design of an intelligent virtual agent to strengthen user navigation, prior to undertaking a community-based pragmatic trial of its implementation for equitable practice.

Establishing and sustaining authentic organizational partnerships in childhood disability research: lessons learned.

There is an increased interest from both researchers and knowledge users to partner in research to generate meaningful research ideas, implement research projects, and disseminate research findings. There is accumulating research evidence to suggest the benefits of engaging children/youth with disabilities and their parents/families in research partnerships; however, less is known about the benefits of, and challenges to, engaging organizations as partners in research. The purpose of this commentary is to reflect on successful organizational partnership experiences from the perspectives of researchers at an internationally-recognized childhood disability research centre (CanChild), and to identify and share key ingredients for developing partnerships between organizations and academic institutions. A companion study is underway to examine partnership experiences with CanChild from the partners' perspective. Four CanChild researchers and two co-facilitators participated in a collaborative auto-ethnography approach to share experiences with organizational research partnerships and to reflect, interpret, and synthesize common themes and lessons learned. The researchers and facilitators met virtually via Zoom for 105 min. Researchers were asked to discuss the following: the formation of their organizational partnerships; if/how partnerships evolved over time; if/how partnerships were sustained; and lessons learned about benefits and challenges to building research partnerships with organizations. The meeting was recorded, transcribed verbatim, and analyzed by the facilitators to identify and synthesize common experiences and reflections. Multiple rounds of asynchronous reflection and feedback supported refinement of the final set of analytic themes. Researchers agreed that partnerships with organizations should be formed through a mutual interest, and that partnerships evolved by branching to include new organizations and researchers, while also involving trainees. Researchers identified the importance of defining roles and responsibilities of key individuals within each partnering group to sustain the partnership. Lessons learned from organizational partnerships included reciprocity between the partnering organization and academic institution, leveraging small pockets of funds to sustain a partnership over time, and building a strong rapport with individuals in a partnership. This commentary summarized lessons-learned and provided recommendations for researchers and organizations to consider when forming, growing, and sustaining research partnerships over time.

Researchers and people who use research findings are partnering to create research projects and share results. There are examples of children with disabilities and their families participating in research partnerships, but less is known about the involvement of healthcare organizations and community organizations as research partners. The purpose of this article is to share successful examples of partnership between organizations and a childhood disability research centre from the perspective of researchers. Four researchers and two facilitators met to reflect on their experiences with organizational research partnerships. They met online for 105 min using Zoom software. The researchers were asked to talk about how their partnerships with organizations were formed, how they grew over time, and how they were maintained. The meeting was recorded, and the facilitators took the researchers' experiences and summarized them into common messages. Everyone then read the summary on their own and added their ideas. This happened three different times until everyone agreed on one set of ideas. The researchers agreed that partnerships with organizations should be formed through common goals, that they should grow to include new partners and junior researchers, and that clear roles and responsibilities were needed to keep the partnership going. The experiences shared in this article are valuable to other researchers and organizations that are interested in forming research partnerships.

School participation among young people with craniofacial microsomia and other childhood-onset disabilities.

AIM: To examine how school environment, physical functioning problems, and behavioral problems explain levels of school participation (i.e. attendance and involvement) among young people with craniofacial microsomia (CFM) and other childhood-onset disabilities, and whether participation-focused caregiver strategies play a role in these relationships. METHOD: We conducted secondary analyses of a subset of data (n = 260 families: 120 with CFM and 140 with other childhood-onset disabilities) from the second follow-up phase of a longitudinal cohort study. We applied structural equation modeling with data collected from the Participation and Environment Measure - Children and Youth version, the Child Behavior Checklist, and the Pediatric Quality of Life Inventory physical functioning scale. RESULTS: Model fit was acceptable to close (comparative fit index = 0.973; root mean square error of approximation = 0.055; standardized root mean squared residual = 0.043; Tucker-Lewis index = 0.958). School environmental support had a positive effect on young people's participation attendance and involvement, and physical functioning problems had a negative effect on participation involvement. The number of disclosed caregiver strategies had a significant positive effect on the relationship between school environmental support and school participation attendance. INTERPRETATION: Findings confirm the effect of school environmental support and physical functioning problems on school participation and highlight the role of participation-focused caregiver strategies to intensify the positive effect of school environmental support on school participation attendance.

Implementing an Electronic Patient-Reported Outcome and Decision Support Tool in Early Intervention.

OBJECTIVE: The aim of the study is to identify and prioritize early intervention (EI) stakeholders' perspectives of supports and barriers to implementing the Young Children's Participation and Environment Measure (YC-PEM), an electronic patient-reported outcome (e-PRO) tool, for scaling its implementation across multiple local and state EI programs. METHODS: An explanatory sequential (quan > QUAL) mixed-methods study was conducted with EI families (n = 6), service coordinators (n = 9), and program leadership (n = 7). Semi-structured interviews and focus groups were used to share select quantitative pragmatic trial results (e.g., percentages for perceived helpfulness of implementation strategies) and elicit stakeholder perspectives to contextualize these results. Three study staff deductively coded transcripts to constructs in the Consolidated Framework for Implementation Research (CFIR). Data within CFIR constructs were inductively analyzed to generate themes that were rated by national early childhood advisors for their relevance to longer term implementation. RESULTS: All three stakeholder groups (i.e., families, service coordinators, program leadership) identified thematic supports and barriers across multiple constructs within each of four CFIR domains: (1) Six themes for "intervention characteristics," (2) Six themes for "process," (3) three themes for "inner setting," and (4) four themes for "outer setting." For example, all stakeholder groups described the value of the YC-PEM e-PRO in forging connections and eliciting meaningful information about family priorities for efficient service plan development ("intervention characteristics"). Stakeholders prioritized reaching families with diverse linguistic preferences and user navigation needs, further tailoring its interface with automated data capture and exchange processes ("process"); and fostering a positive implementation climate ("inner setting"). Service coordinators and program leadership further articulated the value of YC-PEM e-PRO results for improving EI access ("outer setting"). CONCLUSION: Results demonstrate the YC-PEM e-PRO is an evidence-based intervention that is viable for implementation. Optimizations to its interface are needed before undertaking hybrid type-2 and 3 multisite trials to test these implementation strategies across state and local EI programs with electronic data capture capabilities and diverse levels of organizational readiness and resources for implementation.

Is medical home care adequacy associated with educational service use in children and youth with autism spectrum disorder (ASD)?

BACKGROUND: The American Academy of Pediatrics (AAP) recommends medical home care for children and youth with autism spectrum disorder (ASD) for health needs. Children and youth with ASD also receive educational services for cognitive, social, and behavioral needs. We measured whether inadequate medical home care was significantly associated with current educational service use, controlling for sociodemographic factors. METHODS: We analyzed the 2016/2017 National Survey of Children's Health (NSCH) on 1,248 children and youth with ASD ages 1-17. Inadequate medical home care was operationalized as negative or missing responses to at least one medical home component. Educational service use was defined as current service use under individualized family service plans (IFSP) and individualized education programs (IEP). RESULTS: Inadequate medical home care was significantly associated with higher likelihood of current educational service use (aOR = 1.95, 95% CI [1.10, 3.44], p = 0.03). After adjustment, older children (aOR = 0.91, 95% CI [0.84, 0.99], p = 0.03), lower maternal health (aOR = 0.52, 95% CI [0.29, 0.94], p = 0.03), and children without other special health care factors (aOR = 0.38, 95% CI [0.17-0.85], p = 0.02) had significantly lower odds of current educational service use. CONCLUSIONS: Inadequate medical home care yielded higher odds of current educational service use. Child's age, maternal health, and lack of other special health care factors were associated with lower odds of current educational service use. Future research should examine medical home care defined in the NSCH and improving educational service use via medical home care.

Capturing and Operationalizing Participation in Pediatric Re/Habilitation Research Using Artificial Intelligence: A Scoping Review.

Background: There is increased interest in using artificial intelligence (AI) to provide participation-focused pediatric re/habilitation. Existing reviews on the use of AI in participation-focused pediatric re/habilitation focus on interventions and do not screen articles based on their definition of participation. AI-based assessments may help reduce provider burden and can support operationalization of the construct under investigation. To extend knowledge of the landscape on AI use in participation-focused pediatric re/habilitation, a scoping review on AI-based participation-focused assessments is needed. Objective: To understand how the construct of participation is captured and operationalized in pediatric re/habilitation using AI. Methods: We conducted a scoping review of literature published in Pubmed, PsycInfo, ERIC, CINAHL, IEEE Xplore, ACM Digital Library, ProQuest Dissertation and Theses, ACL Anthology, AAAI Digital Library, and Google Scholar. Documents were screened by 2-3 independent researchers following a systematic procedure and using the following inclusion criteria: (1) focuses on capturing participation using AI; (2) includes data on children and/or youth with a congenital or acquired disability; and (3) published in English. Data from included studies were extracted [e.g., demographics, type(s) of AI used], summarized, and sorted into categories of participation-related constructs. Results: Twenty one out of 3,406 documents were included. Included assessment approaches mainly captured participation through annotated observations (n = 20; 95%), were administered in person (n = 17; 81%), and applied machine learning (n = 20; 95%) and computer vision (n = 13; 62%). None integrated the child or youth perspective and only one included the caregiver perspective. All assessment approaches captured behavioral involvement, and none captured emotional or cognitive involvement or attendance. Additionally, 24% (n = 5) of the assessment approaches captured participation-related constructs like activity competencies and 57% (n = 12) captured aspects not included in contemporary frameworks of participation. Conclusions: Main gaps for future research include lack of: (1) research reporting on common demographic factors and including samples representing the population of children and youth with a congenital or acquired disability; (2) AI-based participation assessment approaches integrating the child or youth perspective; (3) remotely administered AI-based assessment approaches capturing both child or youth attendance and involvement; and (4) AI-based assessment approaches aligning with contemporary definitions of participation.

Effectiveness and scalability of an electronic patient-reported outcome measure and decision support tool for family-centred and participation-focused early intervention: PROSPECT hybrid type 1 trial protocol.

INTRODUCTION: Early intervention (EI) endorses family-centred and participation-focused services, but there remain insufficient options for systematically enacting this service approach. The Young Children's Participation and Environment Measure electronic patient-reported outcome (YC-PEM e-PRO) is an evidence-based measure for caregivers that enables family-centred services in EI. The Parent-Reported Outcomes for Strengthening Partnership within the Early Intervention Care Team (PROSPECT) is a community-based pragmatic trial examining the effectiveness of implementing the YC-PEM e-PRO measure and decision support tool as an option for use within routine EI care, on service quality and child outcomes (aim 1). Following trial completion, we will characterise stakeholder perspectives of facilitators and barriers to its implementation across multiple EI programmes (aim 2). METHODS AND ANALYSIS: This study employs a hybrid type 1 effectiveness-implementation study design. For aim 1, we aim to enrol 223 caregivers of children with or at risk for developmental disabilities or delays aged 0-3 years old that have accessed EI services for three or more months from one EI programme in the Denver Metro catchment of Colorado. Participants will be invited to enrol for 12 months, beginning at the time of their child's annual evaluation of progress. Participants will be randomised using a cluster-randomised design at the EI service coordinator level. Both groups will complete baseline testing and follow-up assessment at 1, 6 and 12 months. A generalised linear mixed model will be fitted for each outcome of interest, with group, time and their interactions as primary fixed effects, and adjusting for child age and condition severity as secondary fixed effects. For aim 2, we will conduct focus groups with EI stakeholders (families in the intervention group, service coordinators and other service providers in the EI programme, and programme leadership) which will be analysed thematically to explain aim 1 results and identify supports and remaining barriers to its broader implementation in multiple EI programmes. ETHICS AND DISSEMINATION: This study has been approved by the institutional review boards at the University of Illinois at Chicago (2020-0555) and University of Colorado (20-2380). An active dissemination plan will ensure that findings have maximum reach for research and practice. TRIAL REGISTRATION NUMBER: NCT04562038.

Community participation in youth with craniofacial microsomia.

PURPOSE: To examine differences in community participation and environmental support for youth with and without craniofacial microsomia. METHODS: This study involved secondary analyses of a subset of data (n = 396) from a longitudinal cohort study. Multiple linear and Poisson regression analyses and Wilcoxon Mann-Whitney tests were used to estimate differences in community participation and environmental support between youth with craniofacial microsomia and youth without craniofacial microsomia, stratified based on their history of education and health-related service use. Chi-square analyses were used to explore item-level group differences in change desired across community activities. RESULTS: Statistically significant differences were found in community participation frequency (ES = -0.52; p < 0.001), level of involvement (r = -0.16; p = 0.010), and desire for change in participation when comparing youth with craniofacial microsomia and non-affected peers not receiving services (p < 0.001). There were no statistically significant differences between youth with craniofacial microsomia and non-affected peers receiving services. CONCLUSIONS: Results suggest lower community participation in youth with craniofacial microsomia as compared to non-affected peers not receiving services. This may suggest opportunities for designing and testing interventions to promote community participation among youth with craniofacial microsomia, so as to support their transition to adulthood.Implications for rehabilitationYouth with craniofacial microsomia may have unmet rehabilitation needs related to their community participation.Rehabilitation professionals should pay attention to participation of youth with craniofacial microsomia in activities that place a higher demand on involvement with others.Rehabilitation professionals should appraise participation frequency and involvement of youths with craniofacial microsomia to gain accurate insight into their current community participation.

A guiding process to culturally adapt assessments for participation-focused pediatric practice: the case of the Participation and Environment Measures (PEM).

PURPOSE: There is unprecedented opportunity to evaluate children's participation in diverse cultural contexts, to enhance cross-cultural research, advance the delivery of culturally responsive pediatric rehabilitation, and translate new knowledge on a global scale. The participation concept is complex and heavily influenced by a child's context. Therefore, effectively capturing the participation concept requires valid, reliable, and culturally sensitive participation-focused measures. This perspective paper proposes a structured process for culturally adapting measures of participation for children and youth with disabilities. METHODS: Elements of the Applied Cultural Equivalence Framework and Beaton and colleagues' six-step process were used to create a guiding process for culturally adapting a Participation and Environment Measure (PEM) while drawing on two distinct cultural contexts. This process included forward and back language translations, and semi-structured cognitive interviews, to develop adapted versions of the PEM that are ready for psychometric validation. RESULTS: Common challenges to culturally adapting PEM content and administration are identified and methodological strategies to mitigate these challenges are proposed. CONCLUSIONS: The proposed process can guide rehabilitation specialists and researchers in adapting participation measures that are suitable for their culture. Such a process can facilitate scalable implementation of evidence-based tools to support participation-based practice in the rehabilitation field.Implications for RehabilitationThe use of a systematic process can harmonize efforts by rehabilitation researchers and service providers to effectively culturally adapt pediatric participation measures to optimize its impact for culturally sensitive research and practice targeting participation.Two distinct, yet complementary, illustrative exemplars showcase the range of considerations and strategies, such as by conducting consecutive rounds of cognitive interviews, when teams use this systematic process to cultural adapt a pediatric participation measure.The systematic process outlined in this paper promotes rigor in achieving all elements of cultural equivalency, when feasible, to best ensure that the participation measure is suitable for use in the target cultural context.

Artificial Intelligence in Rehabilitation Targeting the Participation of Children and Youth With Disabilities: Scoping Review.

BACKGROUND: In the last decade, there has been a rapid increase in research on the use of artificial intelligence (AI) to improve child and youth participation in daily life activities, which is a key rehabilitation outcome. However, existing reviews place variable focus on participation, are narrow in scope, and are restricted to select diagnoses, hindering interpretability regarding the existing scope of AI applications that target the participation of children and youth in a pediatric rehabilitation setting. OBJECTIVE: The aim of this scoping review is to examine how AI is integrated into pediatric rehabilitation interventions targeting the participation of children and youth with disabilities or other diagnosed health conditions in valued activities. METHODS: We conducted a comprehensive literature search using established Applied Health Sciences and Computer Science databases. Two independent researchers screened and selected the studies based on a systematic procedure. Inclusion criteria were as follows: participation was an explicit study aim or outcome or the targeted focus of the AI application; AI was applied as part of the provided and tested intervention; children or youth with a disability or other diagnosed health conditions were the focus of either the study or AI application or both; and the study was published in English. Data were mapped according to the types of AI, the mode of delivery, the type of personalization, and whether the intervention addressed individual goal-setting. RESULTS: The literature search identified 3029 documents, of which 94 met the inclusion criteria. Most of the included studies used multiple applications of AI with the highest prevalence of robotics (72/94, 77%) and human-machine interaction (51/94, 54%). Regarding mode of delivery, most of the included studies described an intervention delivered in-person (84/94, 89%), and only 11% (10/94) were delivered remotely. Most interventions were tailored to groups of individuals (93/94, 99%). Only 1% (1/94) of interventions was tailored to patients' individually reported participation needs, and only one intervention (1/94, 1%) described individual goal-setting as part of their therapy process or intervention planning. CONCLUSIONS: There is an increasing amount of research on interventions using AI to target the participation of children and youth with disabilities or other diagnosed health conditions, supporting the potential of using AI in pediatric rehabilitation. On the basis of our results, 3 major gaps for further research and development were identified: a lack of remotely delivered participation-focused interventions using AI; a lack of individual goal-setting integrated in interventions; and a lack of interventions tailored to individually reported participation needs of children, youth, or families.

Caregiver Perspectives on School Participation Among Students With Craniofacial Microsomia.

IMPORTANCE: Knowledge of unmet school participation needs for students with craniofacial microsomia (CFM) can inform decisions regarding intervention support. OBJECTIVE: To compare students with and without CFM on school participation (i.e., frequency, involvement, desire for participation to change) and caregivers' perceptions of environmental support for participation in occupations. DESIGN: Cross-sectional design using secondary analyses of a subset of data. SETTING: Multisite cohort study. PARTICIPANTS: Caregivers of students with CFM (n = 120) and of students without CFM (n = 315), stratified by history of education- and health-related service use. OUTCOMES AND MEASURES: School participation and environmental support, obtained with the Participation and Environment Measure-Children and Youth. RESULTS: Significant group differences were found in frequency of school participation (effect size [ES] = -0.38, 95% confidence interval [-0.64, -0.12], p = .005), level of involvement (ES = -0.14, p = .029), and desired change (p = .001), with students with CFM exhibiting greater participation restriction than students without CFM and no history of service use. No statistically significant group differences were found in environmental support for participation in the school setting. Item-level findings showed statistically significant higher desire for participation to change in three of five school occupations (odds ratio = 1.77-2.39, p = .003-.045) for students with CFM compared with students without CFM and no history of service use. CONCLUSIONS AND RELEVANCE: The results suggest that students with CFM experience restriction in participation at school. WHAT THIS ARTICLE ADDS: Students with CFM may benefit from targeted school-based interventions to optimize their inclusion.

Participation-Focused Strategy Use Among Caregivers of Children Receiving Early Intervention.

IMPORTANCE: Evidence on common types of participation-focused caregiver strategies can help occupational therapy practitioners to take an evidence-based approach to designing participation-focused practice. OBJECTIVE: To identify and explore types of caregiver strategies to support young children's participation in valued occupations in the home and community. DESIGN: Qualitative study using a subset of data collected online with the Young Children's Participation and Environment Measure (YC-PEM). Narrative responses about strategy use were content coded to the family of Participation-Related Constructs (fPRC) framework using a deductive analytic approach to identify relevant types of participation-focused strategies used in the home and community. Responses were further analyzed within each relevant fPRC construct using an inductive analytic approach to identify the scope of strategies used for each construct. SETTING: Early intervention. PARTICIPANTS: Caregivers (N = 106) of young children receiving early intervention. OUTCOMES AND MEASURES: Caregivers' strategies to support their child's home and community participation, provided by the YC-PEM. RESULTS: Caregivers most commonly adapted the child's environment or context to support their child's home and community participation (45.06%). The least common focus of caregiver strategies was the child's activity competencies (11.16%). Three or more types of caregiver strategies were identified for each participation-related construct. CONCLUSION AND RELEVANCE: Results indicated that caregivers used a range of strategies related to each of the participation-related constructs to support their child's participation in home and community occupations, most commonly targeting the environment. Occupational therapy practitioners can select from this range of strategies when planning participation-focused early intervention with families. WHAT THIS ARTICLE ADDS: This study yields new evidence on the scope of caregiver strategy use to support young children's participation in home and community occupations. Occupational therapy practitioners can apply this evidence to anticipate common areas of caregiver strategy use in participation-focused practice with families in early intervention.

Caregiver dissatisfaction with their child's participation in home activities after pediatric critical illness.

BACKGROUND: Pediatric critical care is often accompanied by a variety of functional impairments. Preliminary evidence suggests children's participation in home activities has a slow trajectory post-pediatric intensive care unit (PICU) discharge, however, additional and more granular knowledge on specific problematic activities is needed to inform patient-centric rehabilitative care. The objectives of this study are to identify common home activities in which caregivers' report dissatisfaction and to determine predictors of caregivers' dissatisfaction with their child's participation in home activities post-PICU discharge. METHODS: Secondary analyses of data from a prospective cohort study, the Wee-Cover study, using a subsample of caregivers (N = 170) of children 1-17 years, admitted to a PICU ≥48 h with data on our primary outcome measure from at least one time point. Data were gathered at enrollment and at 3 and 6 months post-PICU discharge. Caregivers reported on their dissatisfaction with their child's participation in home activities via the Participation and Environment Measure. Common activities were identified by plotting caregiver dissatisfaction for each activity pre-and post-PICU, reporting activities in which ≥50% of caregivers reported dissatisfaction with post-PICU, and assessing for significantly different dissatisfaction levels between time-points for each activity. Predictors of caregiver dissatisfaction were assessed using Poisson generalized estimated equation models. RESULTS: There was variability in reported dissatisfaction across all activities; ≥50% of caregivers reported dissatisfaction with five activities, including getting clean, personal care management, and mealtime for younger children and household chores and homework for school-aged children and youth. Four activities had significantly higher caregiver dissatisfaction post-PICU: sleep (children < 5 years), homework, indoor play and games, and computer/video games (children ≥5 years). Home environmental support and the interaction of having participation-focused strategies with receiving PICU-based rehabilitation services were negatively associated with caregiver dissatisfaction. Increased caregiver stress and functional performance were associated with increased dissatisfaction. CONCLUSIONS: Individualized PICU-based rehabilitation services to determine family priorities and develop participation-focused strategies, specifically those increasing environmental supports within the home, may ease the family's transition home post-PICU. TRIAL REGISTRATION: ClinicalTrials.gov Identifier NCT02148081 05/28/2014.

Electronic participation-focused care planning support for families: a pilot study.

AIM: To evaluate the feasibility, acceptability, and preliminary effects of Participation and Environment Measure-Plus (PEM+) 2.0, an optimized version of a web-based, participation-focused, care-planning tool. METHOD: Twenty-two caregivers of children aged 0 to 5 years receiving rehabilitation services, who reported dissatisfaction with their child's participation, had internet access, and could read and write English, were recruited for this 2-week, single-arm pilot trial. Feasibility was assessed through retention rates, completion time, percentage of care plans developed relative to caregiver reported need, and independent completion of PEM+ 2.0. Acceptability was assessed by the Usefulness, Satisfaction, and Ease of Use Questionnaire. Preliminary effects were assessed by two items on caregiver reported impact of PEM+ 2.0 on confidence for addressing their child's participation. RESULTS: Eighteen caregivers completed at least one iteration of PEM+ 2.0; of those, 17 were female and 15 were 30 to 39 years old. The median completion time was 12.99 minutes (quartile 1, 6.30; quartile 3, 17.33), mean care plan creation relative to need was 50% (standard deviation [SD] 31), and 17 completed PEM+ 2.0 independently. Mean acceptability scores were 3.80 to 4.97 (SD 1.25-1.97) and mean preliminary effect scores were 4.61 to 4.72 (SD 1.85-2.24), out of 7.0. There were strong and significant positive associations between two of the three estimates of PEM+ 2.0 acceptability and caregiver confidence (r=0.577-0.793, p<0.01). INTERPRETATION: Electronic health tools have the potential for facilitating family-centered care in pediatric rehabilitation. PEM+ 2.0 is a feasible tool within pediatric rehabilitation and has potential to be an acceptable tool for improving caregiver confidence for promoting their child's participation in valued activities. WHAT THIS PAPER ADDS: Participation and Environment Measure-Plus (PEM+) 2.0 is feasible for collaboratively engaging caregivers in the care-planning process. Caregivers perceived PEM+ 2.0 as helpful for thinking about their child's participation and what can be done to improve it. Feasibility and acceptability results will inform PEM+ 2.0 optimizations.

Family-centred care in early intervention: Examining caregiver perceptions of family-centred care and early intervention service use intensity.

BACKGROUND: Family-centred care (FCC) is an approach to paediatric rehabilitation service delivery endorsing shared decision making and effective communication with families. There is great need to understand how early intervention (EI) programmes implement these processes, how EI caregivers perceive them, and how they relate to EI service use. Therefore, the purpose of this study is to examine (a) parent and provider perceptions about EI FCC processes and (b) the association between FCC perceptions and EI service intensity. METHODS: In this cross-sectional study, parent perceptions of EI FCC were measured using the electronically administered Measures of Processes of Care (MPOC-56 and MPOC-SP; using 7-point scales). Participants included EI parents (n = 29) and providers (n = 9) from one urban EI programme (1/1/18-6/1/18). We linked survey responses with child characteristics and service use ascertained through EI records. We estimated parent-provider MPOC score correlations and the association between EI service intensity (hr/month) and parent MPOC scores using adjusted linear regression accounting for child characteristics. RESULTS: Parents (M = 4.2, SD = 1.1) and providers (M = 5.8, SD = 1.3) reported low involvement related to general information exchange. Parent and provider subscale scores were not correlated except that parent-reported receipt of specific information was inversely associated with provider-reported provision of general information (r = -0.4, P < .05). In adjusted models, parent perceptions related to respectful and supportive (b = 1.57, SE = 0.56) and enabling (b = 1.42, SE = 0.67) care were positively associated with EI intensity, whereas specific information exchange and general information exchange were not associated with intensity. CONCLUSION: We found that EI parents and providers reported high levels of investment in the family centredness of their EI care, with the exception of information sharing. Greater EI service intensity was associated with higher perception of involvement with some metrics of family centredness.

Early Intervention Service Intensity and Change in Children's Functional Capabilities.

OBJECTIVE: To estimate correlates of early intervention (EI) service dosage and gains in children's functional capabilities from EI entry and discharge. DESIGN: Retrospective cohort study. SETTING: Secondary analyses of a subset of data (N=1005) collected from an EI administrative database on children discharged from a large, urban EI program between October 1, 2014 and September 30, 2016. PARTICIPANTS: Children who were EI eligible due to developmental delay, had received an EI care plan and at least 1 billable EI service, and had outcomes data at EI entry and exit (N=1005). Measured child characteristics included age (49.0% 12-24mo; n=492), sex (36.0% female; n=362), number of developmental delays (76.1% had 1 developmental delay; n=765), and number of EI services received (78.5% received multiple; n=789). INTERVENTION: Not applicable. MAIN OUTCOME MEASURES: Outcomes were EI service intensity (hours per month) and change in functional capabilities as measured via the state-mandated Child Outcomes Summary (COS). Adjusted quantile median regression estimated EI intensity. Adjusted linear regression estimated change in function for social-emotional, cognitive, and adaptive domains of the COS. Measures of children's developmental delay severity, age at EI entry, race and ethnicity, sex, and language. RESULTS: Children older than 24 months old experienced significantly higher EI service intensity (b=0.40; 95% confidence interval, 0.18-0.63). Child age and EI service intensity were significantly linked to gains in social and cognitive COS score changes from EI entry to exit. CONCLUSIONS: Older children receive a higher intensity of EI services. EI service intensity and age were linked with positive changes in functional gains.