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Published on: September 25, 2014
Symptom Trajectories and Their Biopsychosocial Correlates in Pediatric Concussion: An A-CAP Study
Keith Owen Yeates1, Ken Tang2, Cherri Zhang3
1Department of Psychology, Alberta Children's Hospital Research Institute, and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada.
Insights
Children with concussion show distinct symptom recovery patterns, influenced by social, neurobiological, and psychosocial factors. Understanding these trajectories is key for effective pediatric concussion management and targeted interventions.
Area of Science:
- Pediatric neurology
- Neuroscience
- Public health
Background:
- Pediatric concussion recovery is complex and influenced by multiple factors.
- Identifying distinct symptom trajectories is crucial for understanding recovery patterns.
- A biopsychosocial model is increasingly recognized as important for pediatric concussion.
Purpose of the Study:
- To identify symptom status trajectories in children and adolescents post-concussion over 6 months.
- To examine the biopsychosocial correlates of these symptom trajectories.
- To inform clinical prognosis and identify potential intervention targets for persistent symptoms.
Main Methods:
- Prospective, longitudinal cohort study (Advancing Concussion Assessment in Pediatrics - A-CAP) from 2016-2019.
- Recruited 967 children (8-17 years) with concussion or orthopedic injury from Canadian pediatric EDs.
- Latent class growth analysis (LCGA) identified symptom trajectories; multinomial logistic regression examined biopsychosocial correlates.
Main Results:
- Four distinct symptom trajectories were identified: rapid recovery (54%), typical recovery (19%), slow recovery (13%), and chronically symptomatic (13%).
- Social determinants of health (SDoH), neurobiological, and child psychosocial factors independently discriminated these trajectories.
- Combined significant variables from these three domains showed the best discrimination (PDI = 0.49).
Conclusions:
- Pediatric concussion recovery is characterized by distinct symptom trajectories.
- Symptom trajectories are significantly associated with SDoH, neurobiological, and psychosocial variables.
- A biopsychosocial model is essential for understanding and managing pediatric concussion, with potential targets like pain and loneliness for interventions.
Abstract:
This study sought to identify trajectories of symptom status in children and adolescents with concussion across the first 6 months post-injury and to examine their biopsychosocial correlates. The study used data collected as part of a prospective, longitudinal cohort study, Advancing Concussion Assessment in Pediatrics (A-CAP), conducted from 2016 to 2019, which recruited 967 English- or French-speaking children 8.0 to <17 years old with either a concussion (N = 633) or mild orthopedic injury (OI; N = 334) from five pediatric emergency departments (EDs) in Canada. Participants rated post-injury symptoms weekly from 1 week to 3 months and biweekly from 3 to 6 months post-injury. The ratings of children with concussion were classified as symptomatic/asymptomatic relative to retrospective pre-injury symptom ratings using reliable change equations derived from the OI group. A set of 26 biopsychosocial variables, assessed in the ED or at a 1-week visit, was derived from core measures collected in the A-CAP study. They were grouped a priori into clusters of five to seven variables representing four domains (i.e., social determinants of health [SDoH], neurobiological, child psychosocial, and parent/family psychosocial). Symptom trajectories were examined using latent class growth analysis (LCGA). Multinomial logistic regression tested the independent and joint ability of the variables in the four domains to discriminate trajectories. Multiple imputation with chained equations was completed prior to multivariable analyses. Analyses included children with concussion with ≥1 post-injury symptom rating (N = 553; age m = 12.4 years, standard deviation = 2.5; 40.3% female). Based on multiple statistical criteria, as well as parsimony and interpretability, LCGA identified four distinct symptom trajectories: rapid recovery (n = 301, 54%); typical recovery (n = 106, 19%); slow recovery (n = 73, 13%); and chronically symptomatic (n = 73, 13%). Variables in the SDoH, neurobiological, and child psychosocial domains independently discriminated the trajectories (polytomous discrimination index [PDI] = 0.39-0.44). When combined, significant variables from those three domains showed the best overall discrimination (PDI = 0.49). The findings indicate that children with concussion display distinct symptom trajectories that differ on SDoH, neurobiological, and psychosocial variables, confirming that a biopsychosocial model is critical to understanding pediatric concussion recovery and guiding its management. The findings may inform clinical prognosis and suggest potential targets for clinical trials, including post-acute pain and loneliness, to reduce persisting symptoms after concussion.
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