“Until COVID-19 Do Us Part”: A Qualitative Study on Perceived Sexual Intimacy and Mental Health in Heterosexual Older Couples During The Covid-19 Pandemic
Bibliographic record
Abstract
Abstract This study aims to explore the influence of the COVID-19 pandemic on heterosexual older couples’ sexual intimacy and in relation to their mental health. A content analysis of the ideas and insights shared by 391 older persons (between 65 and 87 years of age) from three different countries was most instructive. The most frequent themes were less sexual satisfaction (68%) and less sexual desire (67%). In terms of mental health, the most frequent themes included less anxiety and distress (78%) and greater attention to negative emotional states (55%) Cultural differences emerged, with Brazilian and Portuguese participants more frequently reporting negative themes compared to British participants, who emphasized stronger emotional bonds. As the COVID-19 pandemic continues to unfold, ongoing research and interventions should prioritize understanding and addressing the implications of reduced physical contact and heightened emotional stress on sexual intimacy.
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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 | 0.011 | 0.013 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.006 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| 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".