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Record W4391574749 · doi:10.1093/jsxmed/qdae001.103

(109) Characterization of Traditional and Household Items Used Globally for Sexual Pleasure Amongst Adults

2024· article· en· W4391574749 on OpenAlexaboutno aff
I Ikedionwu, D R Jung, Junliang Sun, Aaron Pearlman, OA Raheem

Bibliographic record

VenueThe Journal of Sexual Medicine · 2024
Typearticle
Languageen
FieldPsychology
TopicSexuality, Behavior, and Technology
Canadian institutionsnot available
Fundersnot available
KeywordsPleasurePsychologyReproductive healthDemographicsDemographySocial psychologyMedicineEnvironmental healthSociologyPopulation

Abstract

fetched live from OpenAlex

Abstract Introduction Sexual health is an important aspect of overall health. Though sex toys are commonly used by people of all genders, little research exists to explore their safety and efficacy when it comes to optimizing pleasure and improving sexual function in various patient populations. Global barriers to use of sex toys, including limited access, legality, and cost, also have important implications on people being able to use these devices. Household devices have been used, likely as they provide more accessible, cost effective means of optimizing pleasure, though no research exists to assess safety and efficacy of such items. Objective The purpose of our study is to categorize the demographics, usage, behaviors, and safety concerns of adults who use traditional and household items for sexual pleasure. Methods An electronic survey was distributed across several Reddit forums, including r/sex, r/menshealth, and r/womenshealth. People who consented were 18 years of age or older and those who answered “yes” to having used household item(s) for sexual pleasure were invited to participate in the survey. Demographic information was collected about survey respondents. Types of traditional and household tools used for sexual pleasure were also recorded along with degree of satisfaction, cost, and safety concerns for each item used. Results Two hundred thirty-four people responded to the survey over a 72 hour period. Seventy-five percent of those who started the survey, completed it. Participants were most commonly from the United States (40%), Canada (7%), and the United Kingdom (5%). Forty-eight percent did not specify their country of residence. Fifty-five percent of respondents were between the ages of 18 and 45, with an almost even split between men (30%), women (36%), and not specified (35%). The most popular traditional sex toys used were vibrators (n=112), dildos (n=90), and anal toys (n=70). Showerheads (n=92), pillows, (n=52), and electric/pulsating toothbrushes (n=50) were the most common household items used for sexual pleasure. The leading safety concerns were cleanliness and hygiene (n=87) followed by allergies and insensitivity (n=50). Conclusions The global sex toy market is a multi-billion dollar industry. The sexual medicine literature is expanding to now include the use of sex toys and tools in various patient populations, though much is still unknown, particularly when it comes to the use of household items used for pleasure. Our study suggests that use of traditional and household items for sexual pleasure can be both safe and effective. When considering global barriers to the use of sex toys, understanding the safety and efficacy of household items is critical, as these may expand our armamentarium of tools to offer patients. Disclosure No.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.884
Threshold uncertainty score0.446

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.086
GPT teacher head0.328
Teacher spread0.241 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2024
Admission routes1
Has abstractyes

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