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Record W4403764316 · doi:10.3389/feduc.2024.1505361

Editorial: Educational approaches for promoting neurodivergent health, well-being, and thriving across the life course

2024· editorial· en· W4403764316 on OpenAlexaff
Emily Hotez, Heather M. Brown, Lindsay Shea

Bibliographic record

VenueFrontiers in Education · 2024
Typeeditorial
Languageen
FieldSocial Sciences
TopicEducational Leadership and Innovation
Canadian institutionsUniversity of Alberta
FundersHealth Resources and Services AdministrationU.S. Department of Health and Human Services
KeywordsThrivingLife course approachCourse (navigation)Computer scienceEngineering ethicsPsychologyMedical educationEngineeringSociologyMedicineSocial scienceDevelopmental psychology

Abstract

fetched live from OpenAlex

This Research Topic is comprised of eight innovative research articles that offer important contributions to the field. These contributions align with broader efforts to rupture siloes between education and health disciplines for those with disabilities and adopt a neurodiversity-oriented lens. Many of these articles reflect collaborations across neurotypes, prioritize lived experience as an essential form of expertise and knowledge, and are in service of the primary goal of the neurodiversity movement: to support the quality of life, health, well-being, and thriving of neurodivergent people. Importantly, these articles span the life course, with articles focusing on childhood, adolescence, and emerging adulthood.The intersection between health and education is perhaps most clearly illustrated in the Rizk (2023) article. The authors utilized the National Survey of Children's Health to test the association between current educational service use and six medical home primary care components. In light of their findings, the authors called for greater coordination between these systems and generated recommendations to advance this goal. The authors' utilization of a large and robust dataset increases the impact and generalizability of these findings.Several of the articles presented in this Research Topic shed light on the overlapping health and education needs, experiences, and perspectives of autistic college students-a rapidly increasing yet underserved population. First, Nelson et al. ( 2023) published a scoping review of 156 international studies that aimed to identify, map, and characterize literature that enumerates and describes supports for autistic post-secondary students. This review noted that college campuses lack support regarding communication, vocational, financial, and sexual health. This review also highlighted important next steps for higher education institutions, including bolstering access to services and individualized supports, addressing stigma, enhancing interpersonal connections on college campuses, and diversifying the accommodations offered. Second, a needs assessment study with undergraduate students from Hotez et al. ( 2023) further emphasized the ongoing need to address stigma towards neurodivergent people in post-secondary environments, despite increased awareness and acceptance of neurodivergence on college campuses.Two additional articles centered their analyses on the intersections of health and education earlier in development, with a focus on adolescence and youth. Gillespie-Lynch et al. ( 2023) describes a participatory approach to iteratively adapting a game design workshop to empower autistic youth and promote self-determination-a key developmental capacity for neurodivergent individuals in both education and healthcare. In addition to highlighting the utility of interest-based informal learning supports, this research highlighted the value of utilizing multi-modal assessment strategies in evaluating these and other neurodiversity-aligned intervention programs. Other articles in this Research Topic further support the utility of tailored educational approaches and their implications health and well-being. As an example, Pugatch et al. (2024) examined the engagement of adolescents with ADHD in a narrative-centered game-based program to prevent and address substance use in this population.A critical component of health and education programs is cultural relevance. Indeed, many of the studies highlight the importance of tailored and individualized approaches that address the intersection of other identities and statuses with neurodivergence. Taken together, this Research Topic highlights the importance of developing, implementing, and evaluating services, supports, and programs for neurodivergent individuals, particularly during key developmental periods. These supports should be individualized and tailored utilizing community engagement and participatory methods. Ideally, such supports would address intersectionality, cultural factors, and systemic barriers to health, well-being, and thriving in both health and educational settings. Assessment approaches that deploy multiple modalities can ensure more inclusive studies that reflect a more diverse sample of neurodivergent individuals. We look forward to witnessing the advancement of the research, clinical practice, and education recommended in this Research Topic.

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)0.004
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: Editorial
Teacher disagreement score0.071
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.025
GPT teacher head0.350
Teacher spread0.325 · 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 designNot applicable
Domainnot available
GenreEditorial

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
Published2024
Admission routes1
Has abstractyes

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