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Area of Science:

  • Public Health
  • Social Media Analysis
  • Childhood Trauma Research

Background:

  • Adverse Childhood Experiences (ACEs) research is increasingly recognized by the public and media.
  • Social media platforms like Twitter serve as key channels for information dissemination and discussion on ACEs.

Purpose of the Study:

  • To analyze public framing, sharing, and utilization of ACEs research on Twitter.
  • To identify prevalent themes and topics discussed in relation to ACEs on social media.

Main Methods:

  • Collected tweets related to ACEs, childhood resilience, and trauma from January 1, 2018, to December 31, 2019.
  • Utilized Crimson Hexagon social media analytics for topic identification, influencer analysis, and content analysis.

Main Results:

  • Analyzed 195,816 tweets, with key topics including general ACEs use, trauma, long-term impacts, prevention, and effects.
  • Identified fear and joy as dominant sentiments, with pediatricians, advocacy groups, and government agencies as top influencers.

Conclusions:

  • Public discourse on ACEs on Twitter is largely driven by awareness campaigns from experts and organizations.
  • Social media presents a significant opportunity to enhance public engagement and understanding of ACEs.