To examine treatment-related satisfaction in narratives from people discussing PMDD on Reddit and assess whether patient sentiment varies across treatment categories.
Approach:
Design and data: Retrospective observational digital ethnography of public r/PMDD posts from January 2024 through December 2025. After deduplication, 1,491 unique narratives were analyzed.
Treatment groups: Keyword-based categories included SSRIs (n=317), hormonal interventions (n=309), nutritional or holistic supplements (n=239), and antihistamines (n=11); the antihistamine group was excluded from inferential effect-size calculations because of its small size.
Analysis: The study describes use of natural language processing, including VADER sentiment analysis. The supplied context ends before the full analysis methods and results.
Interpretation:
The provided article context states the study objective and methods but does not include results, so findings about treatment satisfaction or differences between treatment groups cannot be summarized.
Limitations:
The supplied context does not include the results or the remainder of the analysis methods.
The study uses public Reddit narratives from a help-seeking online community; the context does not establish that these narratives represent all people with PMDD.
