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Browsing by Subject "Functioning"
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Item Development and Validation of a Functionally Relevant Comorbid Health Index in Adults Admitted to Inpatient Rehabilitation for Traumatic Brain Injury(Mary Ann Liebert, 2022) Kumar, Raj G.; Zhong, Xiaobo; Whiteneck, Gale G.; Mazumdar, Madhu; Hammond, Flora M.; Egorova, Natalia; Lercher, Kirk; Dams-O’Connor, Kristen; Physical Medicine and Rehabilitation, School of MedicineSeveral studies have characterized comorbidities among individuals with traumatic brain injury (TBI); however, there are few validated TBI comorbidity indices. Widely used indices (e.g., Elixhauser Comorbidity Index [ECI]) were developed in other patient populations and anchor to mortality or healthcare utilization, not functioning, and notably exclude conditions known to co-occur with TBI. The objectives of this study were to develop and validate a functionally relevant TBI comorbidity index (Fx-TBI-CI) and to compare prognostication of the Fx-TBI-CI with the ECI. We used data from the eRehabData database to divide the sample randomly into a training sample (N = 21,292) and an internal validation sample (N = 9166). We used data from the TBI Model Systems National Database as an external validation sample (N = 1925). We used least absolute shrinkage and selection operator (LASSO) regression to narrow the list of functionally relevant conditions from 39 to 12. In internal validation, the Fx-TBI-CI explained 14.1% incremental variance over an age and sex model predicting the Functional Independence Measure (FIM) Motor subscale at inpatient rehabilitation discharge, compared with 2.4% explained by the ECI. In external validation, the Fx-TBI-CI explained 4.9% incremental variance over age and sex and 3.8% over age, sex, and Glasgow Coma Scale score,compared with 2.1% and 1.6% incremental variance, respectively, explained by the ECI. An unweighted Sum Condition Score including the same conditions as the Fx-TBI-CI conferred similar prognostication. Although the Fx-TBI-CI had only modest incremental variance over demographics and injury severity in predicting functioning in external validation, the Fx-TBI-CI outperformed the ECI in predicting post-TBI function.Item Divergent Caregiver and Youth Perspectives Regarding Behavioral Health Needs and Psychosocial Functioning: An Exploratory Study(2019-11-05) Karikari, Isaac; Walton, Betty A.; Bishop, ChristineBackground. To promote effectiveness in behavioral health treatment, the system of care framework and wraparound model accentuate inclusion of family and youth as important stakeholders, not just as consumers. This has challenged conventional practices; and youth and caregivers' perspectives have become integral to treatment planning and service delivery. This study explored caregivers and youth's perspectives of behavioral health needs and psychosocial functioning. Methods. This exploratory study utilized data collected in a Midwestern, suburban county as part of the national Child and Family Study of youth with complex behavioral health needs enrolled in the Child Mental Health Wraparound initiative. The sample consisted of 25 caregiver-youth pairs. Assessment measures included the Pediatric Symptom Checklist (PSC) and the Columbia Impairment Scale (CIS). Independent t-tests were used to examine differences in caregiver and youth perspectives. Results. Significant differences were identified in caregivers and youth's perspectives of youth's behavioral health on the PSC, but no significant differences between caregivers and youth on the CIS measure. Responses showed that compared to youth, caregivers perceived a higher level of functional impairment in interpersonal relationships, academic, and community functioning. Further, caregivers' views of severity of functional impairment varied based on the caregiver type. Conclusion. Divergent perspectives regarding youth's behavioral health needs and functioning between caregivers and youth have implications for behavioral health treatment planning and service delivery. Additional research is needed on collaborative assessments and implications of different views for practice and outcomes.Item Pain-Related Injustice Appraisals in Youth with Sickle Cell Disease: A Preliminary Investigation(Oxford University Press, 2021-10-08) Miller, Megan M.; Rumble, Deanna D.; Hirsh, Adam T.; Vervoort, Tine; Crosby, Lori E.; Madan-Swain, Avi; Lebensburger, Jeffrey; Hood, Anna M.; Trost, Zina; Psychology, School of ScienceObjectives: Sickle cell disease (SCD) is a genetic disorder that affects approximately 100,000 Americans, the majority of whom are African American. SCD-related pain often has deleterious effects on functioning and quality of life. The inherited nature of SCD, SCD-related stigma, and serious physical and functional impact of SCD-related pain create a situation ripe for individuals to appraise their SCD-related pain as unfair or unjust. The aim of this preliminary investigation is to explore the extent to which pediatric patients with SCD appraise their pain as unjust and how these appraisals relate to functioning. Methods: Participants were youth with SCD (N = 30, mean age = 11.3, 57% boys) who attended a hematology clinic visit. Patients were invited to complete paper-based questionnaires assessing pain-related injustice appraisals, pain catastrophizing, pain and hurt, functional disability, depression, anxiety, and peer relationships. Results: Results of hierarchical regressions indicate that pain-related injustice significantly predicted functional disability, depression, and anxiety after controlling for patient pain and catastrophizing. Conclusions: These findings suggest that pain-related injustice appraisals are an important contributor to the pain experience of youth with SCD. Early identification and remediation of pain-related injustice appraisals could have long-term functional benefits for youth with SCD.