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Record W7117162369 · doi:10.14740/jnr1043

Psychoeducational Therapy and Non-Pharmacological Therapeutic Intervention Approach for Pediatric Epilepsy Neuropsychiatric Comorbidities: A Neuroscience-Informed Strategy for Seizure Management

2025· article· en· W7117162369 on OpenAlexvenueno aff
Meng Kiat Tan

Bibliographic record

VenueJournal of Neurology Research · 2025
Typearticle
Languageen
FieldMedicine
TopicEpilepsy research and treatment
Canadian institutionsnot available
Fundersnot available
KeywordsEpilepsyPediatric epilepsyIntervention (counseling)Autism spectrum disorderAnxietyQuality of life (healthcare)PopulationAutism

Abstract

fetched live from OpenAlex

Epilepsy is a prevalent neurological disorder frequently observed in pediatric populations. It affects approximately 0.5% to 1% of population worldwide with higher prevalence in low- and middle-income countries (LMICs). Higher incidence is also observed in children. Pediatric epilepsy is compounded by high rates of neurodevelopmental and psychiatric comorbidities, including attention-deficit/hyperactivity disorder (ADHD), depression, anxiety disorder, obsessive-compulsive disorder (OCD), autism spectrum disorder (ASD), sleeping disorders and learning disorders which negatively affect quality of life, academic achievement, and social integration. These comorbidities demonstrate a complex bidirectional relationship with epilepsy syndromes and may contribute to increased seizure propensity and clinical burden, warranting targeted therapeutic intervention alongside standard epilepsy management. Although pharmacological treatment remains a cornerstone in pediatric epilepsy management, 30% of pediatric patients with epilepsy develop refractory epilepsy (medication resistance). This article aims to synthesize current understanding of neurobiological mechanisms underlying pediatric epilepsy and associated psychiatric comorbidities. It also aims to examine the emerging role of educational and psychoeducational therapies as complementary, non-medication intervention approach to standard pharmacological treatment, and to provide a theoretical framework for integrated care approaches in pediatric drug-resistant epilepsy. Ultimately, a multimodal, family- and school-centered approach integrating pharmacological and non-pharmacological modalities is essential for optimizing long-term outcomes and quality of life in children affected by epilepsy. This narrative review was conducted through systematic literature search of PubMed, Cochrane Library, and International League Against Epilepsy (ILAE) resources from 2020 to 2025, focusing on pediatric epilepsy, psychiatric comorbidities, and non-pharmacological interventions. Search terms included “pediatric epilepsy”, “drug-resistant epilepsy”, “psychiatric comorbidities”, “psychoeducational therapy”, and “educational therapy”. This review presents theoretical frameworks based on existing literature rather than original empirical data. Claims regarding clinical efficacy require further validation through controlled studies.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.390
Threshold uncertainty score0.479

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.158
GPT teacher head0.478
Teacher spread0.321 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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