Conceptualization and Assessment of Hypersexual Disorder: A Systematic Review of the Literature
Bibliographic record
Abstract
INTRODUCTION: Despite the rejection of hypersexual disorder (HD) as a new diagnosis in the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5), clinical and research interest in HD continues. AIM: To systematically review the existing scientific literature on the conceptualization and assessment of HD and out-of-control sexual behavior. METHODS: Studies were identified from PsychInfo, PubMed, JSTOR, Google Scholar, and Scholar's Portal using an exhaustive list of key terms. Of 299 total articles identified and screened, 252 were excluded, and 47 are included in this review. MAIN OUTCOME MEASURES: To review two categories of articles: HD conceptualization and HD psychometric assessment. RESULTS: First, results of the review of theoretical conceptualizations of HD reflected a large proportion of the peer-reviewed literature devoted to discussing conceptualizations of HD without reaching consensus. Second, results of the review of HD psychometric assessments were analyzed using Hunsley and Mash's (2008) criteria to evaluate psychometric adequacy of evidence-based assessment measurements. The six most researched measurements of HD were evaluated, including the Hypersexual Disorder Screening Inventory, the Hypersexual Behavior Inventory, the Sexual Compulsivity Scale, the Sexual Addiction Screening Test, the Sexual Addiction Screening Test-Revised, and the Compulsive Sexual Behavior Inventory. Psychometric properties of the scales are reviewed, evaluated, and discussed. CONCLUSION: The Hypersexual Disorder Screening Inventory, the measurement proposed for the clinical screening of HD by the DSM-5 workgroup, currently has the strongest psychometric support. Future research and clinical directions are discussed in light of findings after the literature review and synthesis. Montgomery-Graham S. Conceptualization and Assessment of Hypersexual Disorder: A Systematic Review of the Literature. Sex Med Rev 2017;5:146-162.
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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 | 0.015 | 0.055 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.005 |
| Bibliometrics | 0.019 | 0.014 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 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".