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Record W4396610212 · doi:10.1089/aut.2023.0181

Rethinking Social Communication Support: Exploring Communication Partner Training for Autistic Adults and Their Neurotypical Communication Partners

2024· article· en· W4396610212 on OpenAlexaff
Maya Albin, Isabella Chawrun, Ami Tint

Bibliographic record

VenueAutism in Adulthood · 2024
Typearticle
Languageen
FieldNeuroscience
TopicAutism Spectrum Disorder Research
Canadian institutionsCentre for Addiction and Mental HealthUniversity of WaterlooMcMaster UniversityDiscovery Centre
Fundersnot available
KeywordsNeurotypicalPsychologyCommunicationTraining (meteorology)AutismDevelopmental psychologyAutism spectrum disorder

Abstract

fetched live from OpenAlex

Autistic and neurotypical people often have difficulty communicating effectively with one another and understanding each other's experiences. Despite evidence that communication breakdowns occur at the interactional level, most social communication interventions focus only on behaviors to be changed by autistic adults, and rely heavily on teaching neurotypical social skills. In this Perspective, we draw on our experiences as a mixed-neurotype team of clinicians, researchers, and advocates to argue that a new framework for social communication support is needed. Specifically, we propose that communication partner training (CPT), an umbrella term for programs that teach strategies to people with communication differences and communication partners alike, is an appropriate framework to guide future social communication support for autistic adults and their neurotypical communication partners. We provide an overview of how CPT is currently used with adults with acquired communication differences (e.g., aphasia, traumatic brain injury) and their communication partners. We highlight three key components of such programs: (i) promoting increased knowledge and understanding of communication differences and each person's unique communication profile; (ii) adapting the communication environment; (iii) and identifying collaborative strategies that people with communication differences and their communication partners can use to foster meaningful interactions. We acknowledge that there are important fundamental differences between autistic adults and people with acquired communication differences; however, we propose that CPT can be used to inform social communication support for autistic adults and their neurotypical communication partners. We provide recommendations for future CPT program development within autism research. Some recommendations include the need to acknowledge each person's intersecting identities and the dynamic impact of intrinsic and extrinsic factors on communication. We also recommend future research to explore ways that CPT can be applied to newly diagnosed autistic adults, as well as autistic youth, and their communication partners. Finally, we highlight the importance of foregrounding future program development in the lived experience of autistic adults and their communication partners. Community brief: We hope that our recommendations will encourage researchers and clinicians to codevelop new social communication supports to improve communication success for autistic adults and their neurotypical communication partners.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.153
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.001
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 head0.164
GPT teacher head0.370
Teacher spread0.206 · 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 designTheoretical or conceptual
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

Citations9
Published2024
Admission routes1
Has abstractyes

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