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Record W4406774319 · doi:10.3389/fdpys.2024.1390791

Why can't we be friends? A narrative review of the challenges of making and keeping friends for children and adolescents with Attention-Deficit/Hyperactivity Disorder

2025· review· en· W4406774319 on OpenAlexaff
Kirsten Neprily, Emma A. Climie, Adam W. McCrimmon, Erica Makarenko

Bibliographic record

VenueFrontiers in Developmental Psychology · 2025
Typereview
Languageen
FieldMedicine
TopicAttention Deficit Hyperactivity Disorder
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsAttention deficit hyperactivity disorderNarrativePsychologyNarrative reviewAttention deficitDevelopmental psychologyAttention deficit disorderPsychotherapistClinical psychologyPsychiatryArtLiterature

Abstract

fetched live from OpenAlex

This narrative review explores the friendship characteristics of children and adolescents with Attention-Deficit/Hyperactivity Disorder (ADHD). Previous literature on ADHD has focused on attentional, academic, and behavioral challenges. Social impairment and peer relationships in children and adolescents with ADHD have been recognized as a critical area of research. Adolescents with ADHD frequently experience clinically significant and impairing social and friendship difficulties. Despite the immense research on factors that contribute to why children and adolescents with ADHD have difficulty making and keeping friends and why friendship is especially important for youth with ADHD, to date, it has not been synthesized in a way that is comprehensive to our understanding. In this review, friendship, friendship formation, the benefits of friendship, and the features of friendship (i.e., friendship quality and stability) will be discussed. Second, the magnitude of friendship challenges faced by children and adolescents with ADHD, as well as the impact these peer difficulties have on friendship quality and stability, will be presented. Next, the dominant conceptualization of why children and adolescents with ADHD struggle to make and keep friends, which focuses on factors such as ADHD symptomatology, executive functioning, social cognition, and emotion regulation, is reported. This review will conclude with suggestions for future research and interventions that may be beneficial for ameliorating friendship difficulties among children and adolescents with ADHD.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.574
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.001
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 head0.042
GPT teacher head0.359
Teacher spread0.317 · 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.

Study designSystematic review
Domainnot available
GenreReview

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

Citations7
Published2025
Admission routes1
Has abstractyes

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