Evidence map›Paper›PMID 40757395›Full record

SynthesisThe British journal of educational psychology2026

The who, how and what of educational outcome research for autistic students published in the last decade: A systematic quantitative literature review.

Raechel Smart, Dawn Adams, Kate Simpson

Abstract readSystematic Review
In one paragraph

Synthesis in The British journal of educational psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Raechel SmartAutism Centre of Excellence, Griffith University, Meadowbrook, Queensland, Australia.ORCID https://orcid.org/0000-0001-5446-0588
Dawn AdamsAutism Centre of Excellence, Griffith University, Meadowbrook, Queensland, Australia.
Kate SimpsonAutism Centre of Excellence, Griffith University, Meadowbrook, Queensland, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEducational outcome research for autistic school students has expanded rapidly over the past decade, reporting variable results. This variability may be partially due to differences in participants and methods.

aimsThis review examines a decade of autism-focused quantitative research and identifies who and what educational outcome research has reported on and how outcomes were measured.

methodsFollowing PRISMA guidelines, ERIC, Scopus, PsycINFO and PubMed were searched with predefined keywords and updated in October 2023. Utilizing systematic quantitative literature review methodology, 112 journal articles, theses and reports published 2012-2023, which quantitatively investigate academic, disciplinary or school attendance outcomes in autistic students were included. Risk of bias was evaluated using the STrengthening the Reporting of OBservational studies in Epidemiology checklist. Descriptive statistics summarized the included research.

resultsIncluded items reported on 226,314 participants. Most (76%) examined academic achievement, with few examining disciplinary or attendance outcomes. Research was largely conducted in North America. Reporting of co-occurring conditions and diverse gender presentations was limited. Ethnicity and socio-economic status were rarely reported. Reporting quality of academic outcome items was higher than that of disciplinary or attendance items.

conclusionsFindings highlight gaps in reporting in literature on educational outcomes of autistic school students, limiting the practical utility of findings for educators and researchers. Future research is required on disciplinary and attendance outcomes. Comprehensive reporting of demographic data, including co-occurring conditions, gender beyond the binary and race and ethnicity are required to support intersectional analysis and improve the utility of findings for autistic and autism communities.

Indexed as

Academic SuccessAutism Spectrum DisorderAutistic DisorderOutcome Assessment, Health CareStudentsAdolescentChildHumansObservational Studies as Topicacademicattendanceautismeducationschool exclusionschool suspension

Identifiers

PMID40757395
PMCPMC12879530

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.