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Record W4410901694 · doi:10.1089/aut.2024.0261

Autism Knowledge Matters: Perceptions of an Autistic Employee’s Competency and Attitudes Toward Workplace Social Inclusion

2025· article· en· W4410901694 on OpenAlexaff
Kathryn A. Szechy, Lisa O’Donnell

Bibliographic record

VenueAutism in Adulthood · 2025
Typearticle
Languageen
FieldNeuroscience
TopicAutism Spectrum Disorder Research
Canadian institutionsUniversity of Windsor
Fundersnot available
KeywordsAutismPsychologyPerceptionInclusion (mineral)Developmental psychologySocial psychology

Abstract

fetched live from OpenAlex

Background: Autistic adults continue to have significant challenges obtaining and sustaining employment in a majority non-autistic world. Autistic adult employment challenges are often linked to differences in social behavior in the workplace compared with non-autistic adults. A lack of knowledge of autism and misunderstandings of autistic social behavior may result in negative perceptions of an autistic employee’s competency and their social acceptability as a coworker. Autistic adult employment support planning is informed by identifying factors linked to favorable perceptions of autistic employees. This study examined neurotype (autistic/non-autistic), interpretation of autistic employee behavior (understanding thoughts, feelings, and intentions behind behavior), autism knowledge, and autism experience as factors associated with perceptions of an autistic employee. Methods: Participants (77 autistic and 152 non-autistic) read a vignette describing a hypothetical autistic employee having a challenging workday. Participants completed measures of autism knowledge, autism experience, interpretation of the employee’s behavior, and perceptions of the employee’s competency and social acceptability as a potential coworker. Results: Autism knowledge significantly predicted more favorable ratings of the hypothetical autistic employee’s competency and suitability for their job ( b = 0.581, p < 0.001) and social acceptability as a potential coworker ( b = 0.439, p < 0.001), regardless of participant neurotype, behavior interpretation ability, and autism experience. However, autism knowledge was significantly more influential on competency and social acceptability scale scores when participants scored inaccurately on behavior interpretation ( b = −0.243, p = 0.02; b = −0.282, p = 0.01). Conclusions: This study associated greater knowledge of autism with more favorable perceptions of an autistic employee’s competence and social acceptability in the workplace. Findings point to autism workplace education as a promising support to address employment challenges for autistic adults. More favorable perceptions of autistic employees have the potential to reduce their need to mask autistic characteristics at work, improve their quality of work life, and support autistic adult employment success. Community Brief Why is this an important issue? Autistic adults experience high unemployment. One explanation has been the different ways that autistic people socialize and cope in the workplace compared with non-autistic people. A lack of understanding of autistic social behavior and workplace challenges may lead to them being seen as less competent and being socially excluded at work. Negative perceptions of autistic employees can affect their quality of life and employment success. What was the purpose of this study? This study asked if the following factors were related to more favorable perceptions of an autistic employee’s competence, suitability for their job, and social acceptability as a coworker in the workplace: Accurate understanding the thoughts, feelings, and intentions behind an autistic adult’s workplace behavior; participant’s level of autism knowledge; participant being autistic; and participant having experience with autism. Knowing what is related to more favorable perceptions of autistic employees helps plan effective autistic adult employment supports. What did the researchers do? We had participants read a story about a fictional autistic employee at work having a difficult workday. We asked participants to rate the employee on how competent and suitable the person seemed to be for their job and their attitudes toward socially including them if they were a coworker. Participants answered other questions about their knowledge and experience with autism. We then examined what might be related to more favorable perceptions of the autistic employee. What were the results of the study? Increased knowledge about autism, particularly knowledge autistic people think is important, was related to more favorable perceptions of an autistic employee’s competency and attitudes toward socially including them. Autism knowledge was especially related to favorable perceptions if the participant did not understand the autistic employee’s behavior. What do these findings add to what was already known? Autistic adults report working very hard to appear non-autistic in their workplaces to avoid negative attitudes about their competency, being socially excluded and jeopardizing their employment. Trying to hide being autistic in the workplace is highly stressful and exhausting. Rather than expecting autistic people to change to fit in, findings of this study support educating workplaces about autism to increase understanding of autistic employees’ characteristics and challenges. What are potential weaknesses in the study? Because this study used social media, it may have left out people who rarely or never use social media, including autistic adults with higher support needs. While the story about the fictional employee was written based on experiences reported by autistic adults, it does not capture all positive and negative autistic employment experiences. How will these findings help autistic adults now or in the future? Coworkers and supervisors with better understanding of autism and autistic traits may also be more likely to recognize competence in autistic employees and more likely to include them socially at work. Being perceived as competent and being socially included at work can improve autistic employees’ workplace quality of life and help them to survive and thrive in the world of employment.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.013
Threshold uncertainty score0.026

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.023
GPT teacher head0.338
Teacher spread0.316 · 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 source (direct Gemma or distilled Codex), 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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