“Will I survive this?“: A qualitative exploration of the wider impacts of the COVID-19 pandemic on the health and well-being of pregnant and parenting youth and their children in Canada
Bibliographic record
Abstract
BACKGROUND: Pregnant and parenting youth in Canada face multiple challenges in fulfilling their parenting responsibilities while meeting their own unique needs. The COVID-19 pandemic and its associated public health restrictions exacerbated their challenges by reducing access to support networks, limiting opportunities to promote growth and well-being, and destabilizing their financial and economic standing. The impacts of the pandemic on the mental, physical, and emotional health of individuals are well-documented in the literature. However, there is limited research on how the pandemic influenced the lives, health, and well-being of pregnant and parenting youth and their children in Canada. Therefore, we aimed to examine the wider impacts (social and structural determinants that directly or indirectly impact health and well-being) of the pandemic and its implications for this population. METHODS: We used a constructivist grounded theory approach to explore the experiences of pregnant and parenting youth during the pandemic and how certain social determinants of health intersected to shape health outcomes and influence their ability to access services. We conducted qualitative interviews using a semi-structured interview guide over Zoom. Using grounded theory principles, we inductively analyzed the data and categorized our findings into themes. RESULTS: We recruited a total of 50 participants from different regions in Canada. The findings from the interviews were categorized into the following themes: (1) "They bear the burden alone": Struggles of pregnant and parenting youth, (2) "How will I live the next day?": Concerns and consequences arising from the pandemic, and (3) "Try to keep your mask on": Navigating healthcare services while maintaining public health guidelines. Our findings highlight the various challenges encountered by the youth during the pandemic, particularly those associated with financial and economic constraints, lack of accessible health and social services, and increased stress from parenting responsibilities. CONCLUSION: Pregnant and parenting youth in Canada encountered various barriers while accessing health and social services, maintaining their well-being, and connecting with reliable sources of support during the pandemic. Our study findings emphasize the urgent need for adaptable and comprehensive support systems explicitly catering to the needs of pregnant and parenting youth during crises, such as the pandemic.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.008 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.023 | 0.015 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.003 | 0.006 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".