BackgroundA major concern throughout the COVID-19 pandemic has been on young people's experiences with mental health. In this study we mapped children and adolescents' mental health trajectories over 13 months of the pandemic and examine whether family, peer, and individual-level factors were associated with trajectory membership.MethodsThis study focuses on a sub-sample from the Co-SPACE study of 3322 children and adolescents (aged 4-16 years) for whom parents completed a survey at Time 0 and at least one follow-up survey between March 2020 and May 2021. We used growth mixture models to examine trajectories in emotional, conduct, and hyperactivity/inattention difficulties using the Strengths and Difficulties Questionnaire and multinomial logistic regression models to estimate factors associated with individual trajectory membership.ResultsThe average trend in young people's mental health appeared to follow changes in national guidelines regarding the pandemic. Distinct trends in GMM models highlighting individual differences showed that a 5-trajectory model best explained the changes in emotional problems whilst 4-trajectory models best explained variation in hyperactivity/inattention and conduct problems. While most young people followed low stable (62%-85%) or moderate stable (28%) symptom trajectories, 14%-31% experienced very high, high stable or increasing mental health difficulties. Young people following high stable trajectories were more likely to have special educational needs and/or neurodevelopmental disorders, parents reporting higher levels of distress and parent-child conflict, and were less likely to have at least one close friend.ConclusionsMost young people adapted well and experienced low stable symptoms, but nearly one third experienced high stable or increasing mental health difficulties. Young people with complex needs and parents with higher psychological distress were particularly vulnerable to high stable problems while those with positive peer relationships were less vulnerable. This study offers insight into potential factors that can be addressed using targeted interventions to improve the wellbeing of parents and young people in the event of future lockdowns and school closures. This study used data from the Co-Space Study to examine children and adolescents' mental health trajectories over 13 months of the pandemic and whether family, peer, and individual-level factors were associated with trajectory membership. We found that most young people adapted well and experienced low stable symptoms, but nearly one third experienced high stable or increasing mental health difficulties. Young people with complex needs and parents with higher psychological distress were particularly vulnerable to high mental health difficulties while those with positive peer relationships were less vulnerable. This study offers insight into potential factors that can be addressed using targeted interventions to improve the wellbeing of parents and young people in the event of future lockdowns and school closures. image
机构:
Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Cost, Katherine Tombeau
;
Crosbie, Jennifer
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Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Univ Toronto, Fac Med, Dept Psychiat, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Crosbie, Jennifer
;
Anagnostou, Evdokia
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机构:
Univ Toronto, Fac Med, Dept Pediat, Toronto, ON, Canada
Holland Bloorview Res Inst, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Anagnostou, Evdokia
;
Birken, Catherine S.
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h-index: 0
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Univ Toronto, Fac Med, Dept Pediat, Toronto, ON, Canada
Hosp Sick Children, Div Paediat Med, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Birken, Catherine S.
;
Charach, Alice
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Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Univ Toronto, Fac Med, Dept Psychiat, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Charach, Alice
;
Monga, Suneeta
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Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Univ Toronto, Fac Med, Dept Psychiat, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Monga, Suneeta
;
Kelley, Elizabeth
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Queens Univ, Dept Psychol, Kingston, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Kelley, Elizabeth
;
Nicolson, Rob
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Univ Western Ontario, Dept Psychiat, London, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Nicolson, Rob
;
Maguire, Jonathon L.
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h-index: 0
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Univ Toronto, Fac Med, Dept Pediat, Toronto, ON, Canada
Unity Hlth Toronto, MAP Ctr Urban Hlth Solut, Li Ka Shing Knowledge Inst, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Maguire, Jonathon L.
;
Burton, Christie L.
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Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Burton, Christie L.
;
Schachar, Russell J.
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Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Univ Toronto, Fac Med, Dept Psychiat, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Schachar, Russell J.
;
Arnold, Paul D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calgary, Mathison Ctr Mental Hlth Res & Educ, Hotchkiss Brain Inst, Calgary, AB, Canada
Univ Calgary, Cumming Sch Med, Dept Psychiat, Calgary, AB, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Arnold, Paul D.
;
Korczak, Daphne J.
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Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Univ Toronto, Fac Med, Dept Psychiat, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
机构:
Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Cost, Katherine Tombeau
;
Crosbie, Jennifer
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Univ Toronto, Fac Med, Dept Psychiat, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Crosbie, Jennifer
;
Anagnostou, Evdokia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Fac Med, Dept Pediat, Toronto, ON, Canada
Holland Bloorview Res Inst, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Anagnostou, Evdokia
;
Birken, Catherine S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Fac Med, Dept Pediat, Toronto, ON, Canada
Hosp Sick Children, Div Paediat Med, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Birken, Catherine S.
;
Charach, Alice
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h-index: 0
机构:
Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Univ Toronto, Fac Med, Dept Psychiat, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Charach, Alice
;
Monga, Suneeta
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h-index: 0
机构:
Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Univ Toronto, Fac Med, Dept Psychiat, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Monga, Suneeta
;
Kelley, Elizabeth
论文数: 0引用数: 0
h-index: 0
机构:
Queens Univ, Dept Psychol, Kingston, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Kelley, Elizabeth
;
Nicolson, Rob
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Ontario, Dept Psychiat, London, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Nicolson, Rob
;
Maguire, Jonathon L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Fac Med, Dept Pediat, Toronto, ON, Canada
Unity Hlth Toronto, MAP Ctr Urban Hlth Solut, Li Ka Shing Knowledge Inst, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Maguire, Jonathon L.
;
Burton, Christie L.
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Burton, Christie L.
;
Schachar, Russell J.
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Univ Toronto, Fac Med, Dept Psychiat, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Schachar, Russell J.
;
Arnold, Paul D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calgary, Mathison Ctr Mental Hlth Res & Educ, Hotchkiss Brain Inst, Calgary, AB, Canada
Univ Calgary, Cumming Sch Med, Dept Psychiat, Calgary, AB, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Arnold, Paul D.
;
Korczak, Daphne J.
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada
Univ Toronto, Fac Med, Dept Psychiat, Toronto, ON, CanadaHosp Sick Children, Peter Gilgan Ctr Res & Learning, Dept Psychiat, 686 Bay St,6th Floor, Toronto, ON M5G 0A4, Canada