Clinical Scorecard: Assessing Unaddressed Information Needs in Attention-Deficit/Hyperactivity Disorder: A Mixed Methods Study Utilizing Large Language Model–Enhanced Semantic Analysis of Online Community Discussions

At a Glance

Key Highlights

• ADHD represents 46.7% of reported behavioral disorders among children and adolescents.
• Substantial unmet information needs exist among individuals with ADHD and their caregivers.
• Inadequate ADHD knowledge may lead to maladaptive parenting practices.
• Online ADHD information often fails to meet user satisfaction or informational requirements.
• Effective ADHD management requires timely access to reliable information.

Guideline-Based Recommendations

Diagnosis

• Accurate assessment of ADHD symptoms is essential for diagnosis.

Management

• Timely access to reliable information is necessary for effective ADHD management.

Monitoring & Follow-up

• Regular evaluation of information needs among patients and caregivers is recommended.

Risks

• Insufficient patient information may lead to quality-of-life concerns and social stigma.

Patient & Prescribing Data

Children and adolescents with ADHD.

Parents often seek guidance from healthcare providers for ADHD management.

Clinical Best Practices

• Combine reputable online health information with healthcare provider guidance.
• Address accessibility barriers to ADHD services.

Related Resources & Content

• Attention deficit hyperactivity disorder. MedlinePlus.
• Unmet needs associated with attention-deficit/hyperactivity disorder in eight European countries.
• Information needs among parents of cancer children: a systematic review.
• Transition care for adolescents and young adults with ADHD.
• All in the family? A systematic review and meta-analysis of parenting and family environment as risk factors for ADHD.