Optimal movement behaviours for postconcussion symptom recovery in children and adolescents: a compositional analysis of the PedCARE cohort — Nicholas Kuzik (2025) | RDL Network
Objective Optimal balances of sedentary behaviour, physical activity and sleep (collectively termed movement behaviours) for concussion management remain unknown. We sought to determine the optimal daily distribution of movement behaviours for reducing postconcussion symptom burden in children and adolescents. Methods This secondary analysis of the Paediatric Concussion Assessment of Rest and Exertion (PedCARE) study included participants aged 10 to <18 years with an acute concussion (>48 hours of presenting to emergency department). Health and Behaviour Inventory (HBI) concussion symptoms were measured at a 2-week post-emergency department follow-up. Persisting symptoms after concussion (PSAC) were classified through reliable change in total HBI scores. Movement behaviours were measured with accelerometers over 13 days. For each day of movement behaviours, compositional regression models were built to determine the optimal daily movement behaviours for predicting HBI scores and PSAC probability. Results Analyses included 259 participants (45% female, mean age 13.3 years). Compared with the average, movement behaviours associated with optimal postconcussion outcomes followed a trend of initially more rest (eg, day 2: 11.5 (95% CI 8.8 to 12.7) hours/day of sleep and 8.5 (95% CI 6.5 to 11.3) hours/day sedentary). Optimal patterns also included above-average moderate-to-vigorous physical activity across the 13 days (eg, days 2, 7, 13:0.6 (95% CI 0.2 to 1.2), 1.5 (95% CI 1.2 to 1.7), 1.1 (95% CI 0.2 to 1.7) hours/day, respectively), with increased light physical activity emerging as optimal later in recovery (eg, day 10:5.5 (95% CI 5.0 to 5.8) hours/day). Conclusions This is the first study to use compositional data analyses to identify an optimal distribution of movement behaviours for concussion symptom recovery in children and adolescents. Our results can inform concussion management protocols that balance rest and activity throughout recovery.
Andrée‐Anne Ledoux, Veronik Sicard, Vid Bijelić, Nick Barrowman, Michael M. Borghese, Nicholas Kuzik, Mark S. Tremblay, Keith Owen Yeates, Adrienne L. Davis, Gurinder Sangha, Nick Reed, Roger Zemek
Andrée‐Anne Ledoux, Nicholas Barrowman, Vid Bijelić, Adrienne L. Davis, Sarah Reid, Gurinder Sangha, Keith Owen Yeates, Mark S. Tremblay, Michael M. Borghese, Carol DeMatteo, Nick Reed, Roger Zemek, obo PERC-PedCARE-Study
Andrée‐Anne Ledoux, Nicholas Barrowman, Kathy Boutis, Adrienne L. Davis, Sarah Reid, Gurinder Sangha, Ken Farion, Kevin Belanger, Mark S. Tremblay, Keith Owen Yeates, Carol DeMatteo, Nick Reed, Roger Zemek
Lauren Butterfield, Roger Zemek, Michael M. Borghese, Vid Bijelić, Nicholas Barrowman, Veronik Sicard, Nicholas Kuzik, Mark S. Tremblay, Keith Owen Yeates, Andrée‐Anne Ledoux, Candice McGahern, Tyrus Crawford, Lauren Dawson, Katherine Healey, Sarah Reid, Ken J. Farion, Andrée‐Anne Ledoux, Roger Zemek, Gurinder Sangha, Adrienne L. Davis, Nick Reed, Carol DeMatteo, Keith Owen Yeates, ,
Samah Zahran, Dylan P. Cliff, Devan Antczak, Eivind Aadland, Katrine Nyvoll Aadland, Jade Burley, Valerie Carson, Catherine E. Draper, Dorothea Dumuid, Nicholas Kuzik, Diego Augusto Santos Silva, Esther van Sluijs, Mark S. Tremblay, Tim Olds, Anthony D. Okely, Rebecca M. Stanley, Rute Santos, Ian Janssen
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