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Network-Based Analysis of Images and Lesions Expressed by Digital Interpretation and Transmission of Bronchoscopy Findings on Social Media (NAILED-IT).

IPBronch Review

🎯 Background & Rationale

The rapid expansion of diagnostic bronchoscopy technologies, particularly robotic-assisted bronchoscopy (RAB), has led to a surge of procedural content on social media. There is a significant clinical gap in understanding how this content influences perceptions of diagnostic yield and utility. This study addresses the "gilded age" of bronchoscopy marketing, questioning whether the curated, highly successful cases shared online provide an accurate representation of real-world diagnostic performance or merely serve as promotional "bronchfluencer" content.

👥 Study Design & Population

This is a descriptive observational study (a "quasi-scientific trial"). The population consisted of nine board-certified pulmonologists recruited via convenience sampling at a professional conference (CHEST 2025). The study analyzed bronchoscopy-related content across LinkedIn, X (Twitter), Instagram, and Facebook, excluding TikTok and YouTube based on author preference and format.

📈 Methodology & Rigor

The authors developed the BIASED score (Brand, Imaging, Anatomy, Success, Education, Data), a 6-point scale designed to quantify the characteristics of social media posts. The methodology is inherently limited by its subjective nature, reliance on convenience sampling, and the "algorithm bias" of the investigators' personal social media accounts. The study utilized descriptive statistics and REDCap for data management. Notably, the authors acknowledge the lack of formal IRB approval, citing the use of publicly available, de-identified information.

🔬 Key Findings [or Planned Endpoints]

  • Mean BIASED Score: 4.59 out of 6.
  • Success Bias: >99% of posts depicted successful diagnostic outcomes.
  • Content Trends: Only two accounts were identified as posting non-diagnostic results, one of which was a radiologist critiquing the procedure.
  • Platform Usage: The authors noted a clear preference for platforms that allow for static imaging and professional networking, while avoiding video-heavy platforms like TikTok due to personal discomfort or perceived lack of professional utility.

⚖️ Critical Appraisal

The study is intentionally tongue-in-cheek, yet it highlights a serious issue: selection bias in digital medical education. The internal validity is limited by the small, non-randomized sample of reviewers and the lack of a validated scoring tool. The "BIASED" score itself is prone to interpretation error (e.g., a non-diagnostic procedure that is technically "successful" in terms of tissue acquisition could still score points). The external validity is hampered by the "algorithm effect," where the content seen by the investigators is filtered by their own professional networks and search histories.

💡 The Clinical Bottom Line

As interventional pulmonologists, we must recognize that social media is a curated highlight reel, not a clinical registry. The "bronchfluencer" phenomenon creates a significant reporting bias that may lead trainees and clinicians to overestimate the diagnostic yield of newer technologies. When evaluating procedural success online, clinicians should apply a healthy dose of skepticism—the "BIASED" score serves as a humorous but poignant reminder that what we see on our feeds is rarely a representative sample of the challenging, non-diagnostic cases we encounter in daily practice.


INTRODUCTION: Diagnostic bronchoscopy has advanced rapidly over the last two decades with the adoption of novel technologies. Concurrently, social media platforms have proliferated, with some pulmonologists sharing and promoting these new technologies and diagnostic successes. The impact of this content on perceptions of diagnostic yield and utility remains unclear. METHODS: A scoring system was developed to evaluate social media posts related to bronchoscopy. The BIASED score ranges from 1-6 points, awarding one point each for the inclusion of: Brand/technology mention, Imaging (diagnostic), Anatomy description, Successful diagnosis, Educational value, and Data on the procedure. Nine participants reviewed and scored bronchoscopy-related posts across multiple social media platforms. Descriptive statistics were used to summarize findings. RESULTS: Social media platforms were reviewed that included Facebook, Instagram, LinkedIn, TikTok, and YouTube. Diagnostic bronchoscopy related posts were identified and scored after visual filtering for the presence of radiographic or bronchoscopic imaging. The mean BIASED score was 4.59. Most posts emphasized positive diagnostic outcomes, with only two social media accounts posting content related to non-diagnostic bronchoscopy results. DISCUSSION: This study represents one of the first attempts at descriptive assessment of bronchoscopy-related content on social media. Many posts demonstrated high BIASED scores, which appear to emphasize favorable outcomes with diagnostic bronchoscopy. The BIASED scoring system provides a feasible method to quantify characteristics of bronchoscopy-related social media content and may serve as a framework for future analyses.
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