Factors Associated with Four Sexual Behaviors among Married/Partnered Women Ages 60 and Older in the United States
Bibliographic record
Abstract
Women ages 60 and older vary in sexual behaviors. This study examined the prevalence of vaginal intercourse, outercourse, and receipt and performance of oral sex reported among 461 married/partnered women age ≥ 60 years in the United States and factors associated with these four sexual behaviors. Using data from the National Social Life, Health, and Aging Project, associations between participants’ socio-demographics, health indicators, sexual perceptions, communication, and sexual behaviors were examined. In the past year, 53.6% reported having vaginal intercourse, 56.0% outercourse, and 21.7% receiving and 20.6% performing oral sex. Women with depressive symptomology were less likely to report intercourse and outercourse (p < 0.05). Women endorsing pleasurable sex as necessary to maintain relationships were more likely to report all four behaviors (p < 0.01). Women who communicated openly with partners were more likely to report intercourse (p = 0.002), outercourse (p = 0.001), and performing oral sex (p = 0.025). Findings may inform strategies about positive sex perceptions and strengthening partner communication.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".