What Provider Frequently Asked Questions Miss: Evaluating Unmet Attention-Deficit/Hyperactivity Disorder Information Needs Through Comparison of Online Community Posts Using Large Language Model–Assisted Semantic Analysis in a Mixed Methods Study - Takeaways - MDSpire
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Assessing Unaddressed Information Needs in Attention-Deficit/Hyperactivity Disorder: A Mixed Methods Study Utilizing Large Language Model–Enhanced Semantic Analysis of Online Community Discussions

  • By

  • Jaeeun Baek

  • Hyeoneui Kim

  • September 11, 2026

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  • 1

    ADHD is a prevalent neurodevelopmental disorder affecting children and adolescents, with behavioral disorders comprising 46.7% of mental health issues.

  • 2

    Despite available ADHD information, significant unmet information needs exist among patients and caregivers, impacting effective management.

  • 3

    Parents' inadequate knowledge of ADHD can lead to maladaptive practices, increasing the risk of symptom exacerbation in affected children.

  • 4

    Information from healthcare providers often emphasizes clinical perspectives, which may not align with the needs of patients and caregivers.

  • 5

    Research on ADHD information needs is limited, highlighting the necessity for strategies that integrate reputable online resources with professional guidance.

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