“Blue balls” and sexual coercion: a survey study of genitopelvic pain after sexual arousal without orgasm and its implications for sexual advances
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Background: Blue balls/vulva has received increasing interest from the public in recent years, sparking debate about genital physiology, controversy around "sexual release" as a treatment for this type of pain, and sexual consent. Aim: This cross-sectional, mixed-methods online study aimed to evaluate the general understanding and frequency of blue balls/vulva and whether individuals have ever been pressured to continue sexual activity because of a partner's fears of experiencing pain without orgasm. Methods: A total of 2621 individuals with a penis (n = 1483) or vagina (n = 1138) were recruited for an online survey on the experience of "blue balls/vulva." Quantitative analyses consisted primarily of descriptive statistics and chi-square analyses. Between-group differences were analyzed (based on whether respondents reported having a penis or vagina), and responses to open-ended questions were examined via thematic analysis. Outcomes: The primary outcomes of interest were reports of the belief in blue balls/vulva, the frequency and pain characteristics of blue balls/vulva, and the incidence of being pressured to continue sexual activity due to a partner's fears of experiencing pain without orgasm. Results: Results indicated that significantly more individuals with a penis than a vagina reported believing that blue balls are real, endorsed experiencing pain when they approached orgasm but did not ejaculate, and reported moderate and severe pain. Significantly more individuals with a vagina than a penis reported being pressured into a sexual act due to a partner's fear of experiencing pain without orgasm. Results from the thematic analysis indicated that participants recognized that those with a vagina are expected to act sexually to prevent their partners' experience of blue balls, despite agreement that this phenomenon should not be used to coerce or manipulate partners into engaging sexually. Clinical Implications: Education on the frequency of this phenomenon and methods to relieve pain alternative to partnered sexual activity should be addressed in patients who present with this condition. Strengths and Limitations: Although the survey was brief, it provided information from a relatively large sample about whether people believe that this phenomenon exists, how many experience it, how painful it is, and how often it has been used as an excuse for a partner to continue sexual activity. Conclusion: Results indicated that severe pain exists in a minority of individuals, that solitary sexual and nonsexual activities can help to alleviate the discomfort, and that this pain is not a valid reason to continue unwanted sexual activity.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 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) | 0.000 | 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 it