Women’s experiences of trauma, the psychosocial impact and health service needs during the perinatal period
Bibliographic record
Abstract
BACKGROUND: Traumatic events are associated with psychological and physical health problems for women in the perinatal period (i.e., pregnancy-12-months after childbirth). Despite the negative impact of trauma on perinatal women, the long-term impact of such diverse trauma and women's experience during the perinatal period remains understudied. METHODS: This study explored two research questions: 1) What are the psychological experiences of perinatal women who have experienced interpersonal traumatic events? And 2) What are the service needs and gaps expressed by women relating to perinatal medical protocols and psychological services? These questions were addressed via in-depth semi-structured qualitative interviews with nine perinatal women (one pregnant and eight postpartum) residing in central Canada who reported experiencing interpersonal traumatic events occurring from adolescence to the perinatal period. Recruitment and data collection occurred from October 2020 to June 2021. Interviews were audio-recorded, transcribed, and analyzed according to constructivist grounded theory. RESULTS: The emergent grounded theory model revealed the central theme of the role of prior trauma in shaping women's perinatal experiences, with four related main themes including perinatal experiences during the COVID-19 pandemic, the role of social support in women's perinatal experiences, the barriers that women experienced while seeking psychological and medical services prior to the perinatal period and during the perinatal period, and the specific needs of perinatal women with a history of interpersonal trauma. CONCLUSIONS: Findings of this research highlight the negative and long-lasting impact of traumatic events experienced on women's psychological health and psychosocial functioning during the perinatal period, as well as perinatal women's unmet psychological and medical service needs. A call to action for perinatal researchers and clinicians is imperative in furthering this important area of research and practicing person-centered and trauma-informed care with this population.
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.009 | 0.006 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".