Life after traumatic brain injury: A social media analysis revealing unmet needs

Traumatic brain injury (TBI) and concussion present ongoing challenges in symptom management and care continuity. Traditional clinical methods may overlook key patient concerns during recovery. Social media platforms such as Reddit provide unsolicited, real-world accounts of the TBI experience, offering insights underexplored in clinical research. We conducted a cross-sectional analysis of 2,024 Reddit posts from r/TBI and r/Concussion between January 2020 and May 2025. Posts were analysed using natural language processing (NLP) to identify themes related to symptoms, treatment experiences, healthcare interactions, and follow-up challenges. Statistical analyses examined discussion patterns and symptom co-occurrences. Information gaps were noted in 47.7% of posts, most often involving symptom interpretation (34.6%) and recovery timeline confusion (23.5%). Red flag symptoms, including worsening neurological deficits, were frequently reported without appropriate clinical guidance. Persistent symptoms such as mood changes (41.2%), memory issues (30.4%), and headaches (19.3%) often extended beyond the acute phase. Patients frequently described difficulty accessing appropriate care or specialist consultations. Reddit narratives reveal substantial unmet needs in post-TBI care. Leveraging social media content through NLP offers valuable insights into patient concerns, highlighting the need for improved education, follow-up, and patient centered communication in neurotrauma care.

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Publication Details

Journal
Neuropsychological Rehabilitation
Published
2025-12-23
DOI
https://doi.org/10.1080/09602011.2025.2600416
Primary Topic
Traumatic Brain Injury Research
Type
article
Field-Weighted Citation Impact
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article

Life after traumatic brain injury: A social media analysis revealing unmet needs

Barnabas Obeng-Gyasi, Daniel M. Sciubba, Aladine A. Elsamadicy, Brett Silber et al.
Neuropsychological Rehabilitation
Traumatic Brain Injury Research
article

Life after traumatic brain injury: A social media analysis revealing unmet needs

Barnabas Obeng-Gyasi, Daniel M. Sciubba, Aladine A. Elsamadicy, Brett Silber, Daniel Schneider, Ethan D. L. Brown, Sheng-Fu Larry Lo, Saarang Patel, Greer M. Williams
article en

Abstract

Traumatic brain injury (TBI) and concussion present ongoing challenges in symptom management and care continuity. Traditional clinical methods may overlook key patient concerns during recovery. Social media platforms such as Reddit provide unsolicited, real-world accounts of the TBI experience, offering insights underexplored in clinical research. We conducted a cross-sectional analysis of 2,024 Reddit posts from r/TBI and r/Concussion between January 2020 and May 2025. Posts were analysed using natural language processing (NLP) to identify themes related to symptoms, treatment experiences, healthcare interactions, and follow-up challenges. Statistical analyses examined discussion patterns and symptom co-occurrences. Information gaps were noted in 47.7% of posts, most often involving symptom interpretation (34.6%) and recovery timeline confusion (23.5%). Red flag symptoms, including worsening neurological deficits, were frequently reported without appropriate clinical guidance. Persistent symptoms such as mood changes (41.2%), memory issues (30.4%), and headaches (19.3%) often extended beyond the acute phase. Patients frequently described difficulty accessing appropriate care or specialist consultations. Reddit narratives reveal substantial unmet needs in post-TBI care. Leveraging social media content through NLP offers valuable insights into patient concerns, highlighting the need for improved education, follow-up, and patient centered communication in neurotrauma care.

Neuropsychological Rehabilitation
Seton Hall University (US), Allegheny Health Network (US), North Shore University Hospital (US), The Ohio State University Wexner Medical Center (US), Donald & Barbara Zucker School of Medicine at Hofstra/Northwell (US)
Quality Education
Openalex Percentile: Top 30%
Traumatic Brain Injury Research
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