Trajectories of sexual well-being and links with grief after a recent pregnancy loss: a dyadic longitudinal study
Bibliographic record
Abstract
BACKGROUND: Pregnancy loss affects 1 in 4 women and is linked with poorer overall health and relationship outcomes. Despite sexual well-being's importance to health, how sexual well-being changes across time after a pregnancy loss and what might predict such changes, like perinatal grief, have never been examined, leaving practitioners and couples without knowledge of what to expect. AIM: We aimed to examine (1) how sexual satisfaction, sexual desire, sexual distress, and perinatal grief change from 10 to 25 weeks postloss for both couple members; and (2) if perinatal grief levels at 10 weeks postloss predict sexual well-being trajectories. METHODS: Women and gender-diverse individuals who were pregnant when a pregnancy loss occurred (within the last 4 months) and men, women, and gender-diverse partners who were not pregnant (N = 132 couples) independently completed 4 monthly assessments of sexual well-being and perinatal grief. OUTCOMES: Outcomes included sexual satisfaction (Global Measure of Sexual Satisfaction), sexual desire (Sexual Desire Inventory), sexual distress (Sexual Distress Scale-Short Form), perinatal grief (Perinatal Grief Scale). RESULTS: Dyadic growth curve modeling indicated that, from 10 to 25 weeks postloss, both couple members' sexual satisfaction increased, and their sexual desire remained stable; sexual distress decreased for partners but remained stable for individuals who were pregnant; and both couple members' perinatal grief decreased. Perinatal grief levels at 10 weeks postloss did not predict sexual well-being trajectories over time. CLINICAL IMPLICATIONS: Given sexual well-being's dynamic nature, clinicians should regularly discuss sexuality with both couple members after pregnancy loss. During such discussions, clinicians could reassure couples about their sexual relationship's recovery by sharing that, on average, sexual satisfaction, sexual desire, and sexual distress tend to improve or stay the same (rather than worsen) from 10 to 25 weeks postloss. They can also share that perinatal grief tends to decrease during this time and is unrelated to trajectories of sexual satisfaction, sexual desire, and sexual distress. STRENGTHS AND LIMITATIONS: This is the first study, to our knowledge, to examine how sexual well-being changes across time after a pregnancy loss and perinatal grief's role in such changes. The results may not generalize broadly, as most couples were in mixed-gender/sex relationships, identified as White, and were relatively affluent. CONCLUSION: From 10 to 25 weeks postloss, both couple members tend to experience improvements in their overall sexual well-being and declines in their perinatal grief. Early perinatal grief levels and subsequent sexual well-being trajectories are seemingly unrelated.
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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 | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| 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".