“The Walls Had Been Built”: A Qualitative Study of Canadian Adolescent Perspectives on Mental Health During the COVID-19 Pandemic
Bibliographic record
Abstract
Public health measures (PHMs) implemented during the COVID-19 pandemic introduced sudden changes to adolescents' everyday routines and required adolescents to repeatedly adapt their routines at a critical developmental stage. While meant to protect physical health, the PHMs destabilized mental health. Using a youth-engaged approach and interpretive description, this study explored adolescents' perspectives on their mental health in relation to the COVID-19 pandemic-related PHMs in Canada from March 2020 to the time of data collection in March 2022. Four Youth Research Collaborators contributed an adolescent lens to informing study activities, and a total of 33 high-school aged adolescents ages 14 to 19 completed individual interviews. Findings suggest an overarching concept of a "timeline" through which adolescents described their experiences. Most adolescents described their mental health as worsening during the initial lockdown, although some adolescents experienced positive mental health outcomes. Several adolescents felt their mental health had not recovered after the PHMs were fully lifted. This study contributes young Canadians' unique voices to the literature on the pandemic-related PHMs and adolescent mental health. It is essential that the impacts of the pandemic on adolescent mental health continue to be a focus of research and programming to better understand and address its ongoing effects.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.014 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".