Parental grief following infant death in the NICU: a longitudinal mixed-methods exploration of parental experiences and influencing factors
Bibliographic record
Abstract
OBJECTIVES: To characterise neonatal intensive care unit (NICU) parents' grieving process across time and to identify their perspectives on the healthcare providers' actions that acted as facilitators or barriers to the grieving process in the short (3-9 months) and longer term (18-24 months). DESIGN: Longitudinal mixed-methods study combining standardised grief and care satisfaction scales with qualitative data collected through semistructured interviews. The qualitative component was guided by an interpretive description approach, which is well-suited for generating clinically relevant insights into complex human experiences such as parental grief. Triangulating quantitative and qualitative data enhanced insight into how parental grief and perceptions of care evolved between 3-9 months and 18-24 months post loss. SETTING: Tertiary-level NICU hospital in British Columbia, Canada. PARTICIPANTS: 13 parents participated in the study, including 10 mothers and three fathers. Among them were two couples who participated as individuals. Their median age was 35 years (IQR: 32-38). PRIMARY AND SECONDARY OUTCOME MEASURES: Quantitative data obtained through the application of the Perinatal Grief Scale (PGS) and care satisfaction scale and qualitative data collected through semistructured interviews. Data were collected at two points (3-9 months and 18-24 months post loss) to track parents' grief over time. RESULTS: The PGS scores indicated active grieving without complicated grief, while the Care Satisfaction Scale reflected high overall satisfaction with care. Thematic analysis identified two primary grieving stages: the initial traumatic event during NICU hospitalisation and the complex adjustment to life post loss. Key factors influencing parents' coping mechanisms included respecting the infant's dignity, enhancing communication and decision-making, preserving the bond between parents and the NICU team, nurturing enduring connections with the infant and aiding in finding meaning from the experience. CONCLUSION: The study outlined the stages parents experience during and after infant loss, offering practical steps for NICU professionals to aid families in their healing process.
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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 | 0.009 | 0.014 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".