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CO2-Lasertonsillotomy Under Local Anesthesia in Adults
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Reddit Perspectives on Tonsillectomy Procedure: Sentiment and Thematic Analysis.

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  • 1Department of Otolaryngology, Albany Medical College, Albany, USA.

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Tonsillectomy patients on Reddit often share positive experiences but frequently discuss pain. Healthcare providers should offer detailed pain management expectations to improve patient trust and care.

Keywords:
post-operative pain managementredditsentiment analysissocial media analyticstonsillectomy

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Area of Science:

  • Social Media Analysis
  • Patient Experience Research
  • Health Informatics

Background:

  • Tonsillectomy is a common procedure in the US, with 530,000 performed annually.
  • Patients increasingly use social media for health information and support.
  • Understanding patient perspectives on platforms like Reddit is crucial for improving care.

Purpose of the Study:

  • To investigate patient experiences and needs related to tonsillectomy using Reddit data.
  • To identify common themes, sentiments, and concerns expressed by tonsillectomy patients online.
  • To provide insights for healthcare providers to enhance patient support and communication.

Main Methods:

  • Qualitative classification of 500 "Top" posts from the r/tonsillectomy subreddit.
  • Sentiment analysis using Valence Aware Dictionary sEntiment Reasoner (VADER) and emotion analysis with the syuzhet package.
  • Word frequency analysis to identify key descriptors and statistical significance testing.

Main Results:

  • The majority of posts (88%) focused on patient attitudes and experiences, with most authored by patients sharing personal anecdotes.
  • Sentiment analysis revealed a generally positive average score (0.26), though "pain" was the most frequent descriptor (n=2063).
  • Few posts addressed specific medical or procedural concerns, indicating a gap in online clinical discussions.

Conclusions:

  • While many tonsillectomy patients report positive experiences, pain management remains a significant concern.
  • Healthcare providers should offer detailed expectations regarding pain to build trust and enhance patient-physician relationships.
  • Online platforms like Reddit offer valuable insights into patient-centered needs and pain management strategies.