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Age Context in High-Engagement X Posts About Gender-Affirming Surgery: A Content Analysis
Leandro Bosch1,2, Ariel E Figueroa2, Alice Yau2
1Northwestern University Feinberg School of Medicine.
The Journal of Craniofacial Surgery
|July 31, 2026
Summary
Social media discussions on gender-affirming surgery (GAS) often lack age specification. Negative sentiment primarily targets minors, while adult GAS content is less common and more balanced, impacting patient expectations.
Area of Science:
- Plastic Surgery
- Social Media Analysis
- Medical Ethics
Background:
- Gender-affirming surgery (GAS) is increasingly integrated into craniofacial practice.
- Social media significantly influences patient expectations regarding GAS.
- Public discourse often conflates care for minors with adult procedures, creating potential misunderstandings.
Purpose of the Study:
- To analyze the content and tone of social media posts regarding gender-affirming surgery.
- To investigate the prevalence of age specification in online discussions about GAS.
- To understand how age ambiguity in social media affects adult patients' perceptions of GAS.
Main Methods:
- A descriptive cross-sectional content analysis of 600 high-engagement posts on X (formerly Twitter) from November 2023.
- Classification of posts based on age-group focus (minors, adults, unspecified), tone (supportive, critical, neutral), author type, and content type.
- Statistical analysis to determine the relationship between age reference and post tone.
Main Results:
- Most posts (60.5%) lacked age specification; 38% referenced minors, and <2% referenced adults.
- The overall tone was predominantly critical (56.8%).
- Posts referencing minors were significantly more likely to be critical (OR=3.45) than those without age specification. Adult-focused posts were rare and balanced.
Conclusions:
- Age ambiguity is prevalent in online discourse surrounding gender-affirming surgery.
- Negative sentiment on social media regarding GAS is largely concentrated in discussions about minors.
- Clinicians should be aware that adult patients may misinterpret criticism of minor-focused content, and adult GAS content is generally more balanced.
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