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1.
Child Care Health Dev ; 50(1): e13209, 2024 01.
Article in English | MEDLINE | ID: mdl-38100158

ABSTRACT

BACKGROUND: Preterm birth is associated with adverse mental health outcomes, including internalizing problems, social difficulties and inattention. Interventions are needed beyond infancy and toddlerhood to support children and their families. We examined the feasibility and acceptability of the I-InTERACT Preterm pilot study, an online parenting intervention for preterm children ages 3-8. METHOD: Families participated in a weekly intervention comprised of seven sessions with online modules followed by videoconference coaching sessions with a therapist. Following completion of the study, caregivers completed a survey to assess their satisfaction and were asked to participate in a voluntary semi-structured interview to provide feedback. We anticipated greater than a 50% participation rate (enrollment feasibility) and 75% completion rate (adherence feasibility). We also hypothesized that at least 80% of participants would be satisfied with the intervention (acceptability). RESULTS: Nineteen of 32 families (59%) enrolled in the study, suggesting adequate enrollment feasibility. Feasibility of programme completion (adherence) was lower than anticipated (59%). Regarding satisfaction, all caregivers agreed that the programme's information was relevant to them and their family. Nearly all participants (92%) indicated that they had a better understanding of the effects of preterm birth on behaviour, that they enjoyed the programme, that it met their expectations and that they recommend the programme to others. In qualitative interviews, caregivers expressed satisfaction with the content, skills they learned, and receiving direct coaching. Caregivers suggested improvements to increase intervention feasibility and skill implementation, including offering biweekly sessions and more hands-on coaching. CONCLUSION: Our largely satisfactory acceptability rates suggest the value of and need for a parenting intervention for children born preterm past the initial period of early development. Future directions include modifying the intervention in response to caregiver feedback to improve recruitment, engagement and adherence.


Subject(s)
Parenting , Premature Birth , Infant, Newborn , Child , Female , Child, Preschool , Humans , Parenting/psychology , Parents/psychology , Feasibility Studies , Pilot Projects , Infant, Extremely Premature
2.
Dev Med Child Neurol ; 65(1): 100-106, 2023 01.
Article in English | MEDLINE | ID: mdl-35665923

ABSTRACT

AIM: To predict ambulatory status and Gross Motor Function Classification System (GMFCS) levels in patients with cerebral palsy (CP) by applying natural language processing (NLP) to electronic health record (EHR) clinical notes. METHOD: Individuals aged 8 to 26 years with a diagnosis of CP in the EHR between January 2009 and November 2020 (~12 years of data) were included in a cross-sectional retrospective cohort of 2483 patients. The cohort was divided into train-test and validation groups. Positive predictive value, sensitivity, specificity, and area under the receiver operating curve (AUC) were calculated for prediction of ambulatory status and GMFCS levels. RESULTS: The median age was 15 years (interquartile range 10-20 years) for the total cohort, with 56% being male and 75% White. The validation group resulted in 70% sensitivity, 88% specificity, 81% positive predictive value, and 0.89 AUC for predicting ambulatory status. NLP applied to the EHR differentiated between GMFCS levels I-II and III (15% sensitivity, 96% specificity, 46% positive predictive value, and 0.71 AUC); and IV and V (81% sensitivity, 51% specificity, 70% positive predictive value, and 0.75 AUC). INTERPRETATION: NLP applied to the EHR demonstrated excellent differentiation between ambulatory and non-ambulatory status, and good differentiation between GMFCS levels I-II and III, and IV and V. Clinical use of NLP may help to individualize functional characterization and management. WHAT THIS PAPER ADDS: Natural language processing (NLP) applied to the electronic health record (EHR) can predict ambulatory status in children with cerebral palsy (CP). NLP provides good prediction of Gross Motor Function Classification System level in children with CP using the EHR. NLP methods described could be integrated in an EHR system to provide real-time information.


Subject(s)
Cerebral Palsy , Child , Humans , Male , Adolescent , Young Adult , Adult , Female , Cerebral Palsy/complications , Cerebral Palsy/diagnosis , Natural Language Processing , Retrospective Studies , Cross-Sectional Studies , Electronic Health Records
3.
Brain Inj ; 36(4): 536-543, 2022 03 21.
Article in English | MEDLINE | ID: mdl-35113744

ABSTRACT

OBJECTIVE: To examine professional stakeholders' perspectives of barriers to behavioral health care (BHC) follow-up and telepsychology after pediatric traumatic brain injury (TBI). METHODS: Twenty-nine professionals participated in a focus group (FG) or key informant interview (KII) between January and March 2020. Professionals answered questions about facilitators and barriers to BHC follow-up and telepsychology. Given widespread telepsychology implementation since COVID-19, a follow-up survey assessing telehealth perceptions since the pandemic was sent out in December 2020. Nineteen professionals completed the survey. RESULTS: Professionals identified individual (e.g., family factors, insurance coverage/finances, transportation/distance, availability, planning follow-up care) and system-level (e.g., lack of access to BHC providers) barriers to BHC post-injury. Possible solutions, like collaborative follow-up care, were also identified. Generally, clinical professionals have favorable impressions of telepsychology and utilized services as a delivery modality for clinical care. Though telepsychology could reduce barriers to care, professionals also expressed concerns (e.g., technology issues, security/safety) and challenges (e.g., funding, accessibility, training/licensure for clinicians) with implementing telepsychology. CONCLUSION: Barriers identified highlight the need for context-specific solutions to increase BHC access, with telepsychology generally recognized as a beneficial modality for BHC. Future work should continue to focus on understanding barriers to BHC and potential solutions after pediatric TBI.


Subject(s)
Brain Injuries, Traumatic , COVID-19 , Telemedicine , Brain Injuries, Traumatic/therapy , Child , Health Services Accessibility , Humans , Pandemics
4.
Disabil Rehabil ; 44(14): 3566-3576, 2022 07.
Article in English | MEDLINE | ID: mdl-33459078

ABSTRACT

Purpose:To understand child and family needs following TBI in early childhood, 22 caregivers of children who were hospitalized for a moderate to severe TBI between the ages of 0 and 4 within the past 10 years (M = 3.27 years; Range = 3 months to 8 years) participated in a needs assessment.Methods: Through a convergent study design, including focus groups (FG), key informant interviews (KII), and standardized questionnaires, caregivers discussed challenges and changes in their child's behaviors and functioning in addition to resources that would be helpful post-injury. Standardized questionnaires assessing current psychological distress and parenting stress in addition to open-ended questions about their general experience were completed.Results: Results indicated some families continue to experience unresolved concerns relating to the child's injury, caregiver wellbeing, and the family system after early TBI, including notable variation in caregiver reported psychological distress and parenting stress. Caregivers noted unmet needs post-injury, such as child behavior management and caregiver stress and coping.Conclusion: Early TBI can have a long-term impact on the child, caregivers, and family system. Addressing the needs of the whole family system in intervention and rehabilitation efforts may optimize outcomes following early TBI. Study results will inform intervention development to facilitate post-injury coping and positive parenting.IMPLICATIONS FOR REHABILITATIONEarly TBI can result in unmet needs that have a lingering impact on the child, caregiver, and family.Caregivers need information and resources that address their own distress and stressors related to changes in the child post-injury.Our study suggests that stress management and self-care skills are possible targets of intervention for caregivers of children who experienced an early TBI.


Subject(s)
Brain Injuries , Family , Adaptation, Psychological , Brain Injuries/rehabilitation , Caregivers/psychology , Child , Child, Preschool , Family/psychology , Humans , Infant , Parenting , Surveys and Questionnaires
5.
J Head Trauma Rehabil ; 37(4): E280-E291, 2022.
Article in English | MEDLINE | ID: mdl-34570028

ABSTRACT

OBJECTIVE: To explore adolescent and parent perceptions of the impact of a concussion/mild traumatic brain injury (mTBI) on family functioning and activity levels in the first 4 weeks of recovery. SETTING: Outpatient research setting. PARTICIPANTS: Twenty-seven adolescents (aged of 13-17 years) within 1 week of a concussion/mTBI and a parent/guardian were enrolled in the study. DESIGN: Prospective ecological study with qualitative, semistructured interviews. MAIN MEASURES: Adolescents reported symptoms electronically every 2 days for 28 days via the Post-Concussion Symptom Inventory. Semistructured interviews were completed with each adolescent-parent dyad at the end of the 28-day period. Interview questions focused on perceptions of recovery progress and study procedures. RESULTS: Symptom trajectories were variable across participants. Three main themes emerged from thematic analysis, including: (1) disruption of routines and activities, (2) injury management considerations, and (3) positive and negative influential factors (eg, school and coach support, timing of injury, and recovery expectations). Results highlighted nuances of recovery challenges that families specifically face and help emphasize the potential benefits of shared decision-making and where more guidance would be appreciated such as more specific self-management of symptoms and physical activity reintegration strategies. CONCLUSIONS: Study findings support a shared decision-making approach with the identified themes as potential topics to help consider social and environmental influences on recovery. The themes presented in the results could be topics emphasized during intake and follow-up visit processes to help guide plans of care and return-to-activity decisions.


Subject(s)
Brain Concussion , Post-Concussion Syndrome , Self-Management , Adolescent , Aged , Brain Concussion/diagnosis , Humans , Parents , Post-Concussion Syndrome/diagnosis , Prospective Studies
6.
Article in English | MEDLINE | ID: mdl-33758918

ABSTRACT

OBJECTIVE: Neuropsychological testing is often recommended for pediatric brain tumor survivors, yet little is known about perceptions of testing and resources. The purpose of this study is to examine survivor and caregiver perceptions about neuropsychology and resources and identify factors associated with receipt of neuropsychological testing. METHOD: Survivors and their families (N = 55) completed questionnaires on demographics and family functioning. The Neurological Predictive Scale was used to rate treatment intensity and expected impact on neuropsychological functioning. Chi squares and logistic regression were used to examine the associations between demographic, disease, and treatment factors and receipt of neuropsychological testing. Qualitative interviews (N = 25) were completed with a subset of families and coded with thematic content analysis and a multicoder consensus process with high inter-rater reliability (kappas .91-.93). RESULTS: The majority of survivors received neuropsychological testing. Survivors were more likely to receive neuropsychological testing if they were younger and if their caregivers had less than a college education and lower income. Qualitatively, families identified neurocognitive concerns. Some families reported that neuropsychological testing was helpful in clarifying deficits or gaining accommodations, while other families had difficulty recalling results or identified barriers to services. To mitigate the impact of deficits, families implemented metacognitive strategies and advocated for their survivor at school. Families desired more resources around the transition to adulthood and more opportunities for connection with other survivors. CONCLUSIONS: Many families valued insights from neuropsychological services yet identified room for further improvement to address barriers and ensure accessibility and comprehensibility of neuropsychological findings.

7.
Rehabil Psychol ; 65(3): 268-278, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32525341

ABSTRACT

OBJECTIVE: The objective of the current study was to examine the driving performance of young drivers with a history of moderate to severe traumatic brain injury (TBI) compared with an uninjured control group. The impact of cell phone related distraction (conversation and texting) and executive functioning (EF) were also explored. METHOD: Individuals aged 16-25 years with (n = 19) and without (n = 19) a history of TBI engaged in a simulated drive under 3 distraction conditions (no distraction, cell phone conversation, and texting). Mean speed, maximum speed, standard deviation of speed, standard deviation of lane position, and crash rates were used as outcomes. The Global Executive Composite (GEC) from the Behavior Rating Inventory of Executive Functioning (BRIEF) was used to measure EF. RESULTS: Significant Injury × Distraction × GEC interaction effects were noted on max speed and speed variability, with a trending Distraction × GEC interaction noted for lane position variability. The effect of distraction was most notable among individuals with greater GEC scores, across both injury groups. CONCLUSIONS: A history of pediatric TBI did not specifically impact driving performance independent of EF, with EF playing a central role in functioning across domains of driving performance. Consistent effect of EF suggests that deficits in driving performance may be associated with EF specifically, with individuals with EF difficulties following TBI at greater risk for poor driving performance. (PsycInfo Database Record (c) 2020 APA, all rights reserved).


Subject(s)
Brain Injuries, Traumatic/psychology , Distracted Driving/psychology , Executive Function , Adolescent , Adult , Automobile Driving/psychology , Case-Control Studies , Cell Phone , Female , Humans , Male , Text Messaging , Young Adult
8.
J Head Trauma Rehabil ; 35(5): E393-E404, 2020.
Article in English | MEDLINE | ID: mdl-32108717

ABSTRACT

OBJECTIVE: To examine the frequency of behavioral problems after childhood traumatic brain injury (TBI) and their associations with injury severity, sex, and social environmental factors. SETTING: Children's hospitals in the Midwestern/Western United States. PARTICIPANTS: 381 boys and 210 girls with moderate (n = 359) and severe (n = 227) TBI, with an average age at injury of 11.7 years (range 0.3-18) who were injured ≤3 years ago. DESIGN: Secondary data analysis of a multistudy cohort. MAIN MEASURES: Child Behavior Checklist (CBCL) administered pretreatment. RESULTS: Thirty-seven percent had borderline/clinical elevations on the CBCL Total Problem Scale, with comparable rates of Internalizing and Externalizing problems (33% and 31%, respectively). Less parental education was associated with higher rates of internalizing, externalizing, and total problems. Time since injury had a linear association with internalizing symptoms, with greater symptoms at longer postinjury intervals. Younger boys had significantly higher levels of oppositional defiant symptoms than girls, whereas older girls had significantly greater attention-deficit hyperactivity disorder symptoms than boys. CONCLUSIONS: Pediatric TBI is associated with high rates of behavior problems, with lower socioeconomic status predicting substantially elevated risk. Associations of higher levels of internalizing symptoms with greater time since injury highlight the importance of tracking children over time.


Subject(s)
Attention Deficit Disorder with Hyperactivity , Brain Injuries, Traumatic , Problem Behavior , Adolescent , Attention Deficit Disorder with Hyperactivity/epidemiology , Attention Deficit Disorder with Hyperactivity/etiology , Brain Injuries, Traumatic/diagnosis , Brain Injuries, Traumatic/epidemiology , Child , Child, Preschool , Cohort Studies , Female , Humans , Infant , Male , United States
9.
J Neurosurg Sci ; 62(2): 187-202, 2018 Apr.
Article in English | MEDLINE | ID: mdl-29154509

ABSTRACT

INTRODUCTION: Following traumatic brain injury (TBI), children experience a variety of physical, motor, speech, and cognitive deficits that can have a long-term detrimental impact. The emergence and popularity of new technologies has led to research into the development of various apps, gaming systems, websites, and robotics that might be applied to rehabilitation. The objective of this narrative review was to describe the current literature regarding technologically-assisted interventions for the rehabilitation of motor, neurocognitive, behavioral, and family impairments following pediatric TBI. EVIDENCE ACQUISITION: We conducted a series of searches for peer-reviewed manuscripts published between 2000 and 2017 that included a technology-assisted component in the domains of motor, language/communication, cognition, behavior, social competence/functioning, family, and academic/school-based functioning. EVIDENCE SYNTHESIS: Findings suggested several benefits of utilizing technology in TBI rehabilitation including facilitating engagement/adherence, increasing access to therapies, and improving generalizability across settings. There is fairly robust evidence regarding the efficacy of online family problem-solving therapy in improving behavior problems, executive functioning, and family functioning. There was less compelling, but still promising, evidence regarding the efficacy other technology for motor deficits, apps for social skills, and computerized programs for cognitive skills. Overall, many studies were limited in the rigor of their methodology due to small heterogeneous samples and lack of control groups. CONCLUSIONS: Technology-assisted interventions have the potential to enhance pediatric rehabilitation after TBI. Future research is needed to further support their efficacy with larger controlled trials and to identify characteristics of children who are most likely to benefit.


Subject(s)
Biomedical Technology , Brain Injuries, Traumatic/rehabilitation , Neurological Rehabilitation , Biomedical Technology/instrumentation , Biomedical Technology/methods , Child , Humans , Neurological Rehabilitation/instrumentation , Neurological Rehabilitation/methods
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