Evidence map›Paper›PMID 33779707›Full record

ArticleJAMA pediatrics2021

Association of Race/Ethnicity and Social Disadvantage With Autism Prevalence in 7 Million School Children in England.

Andres Roman-Urrestarazu, Robin van Kessel, Carrie Allison, Fiona E Matthews, Carol Brayne, Simon Baron-Cohen

Open access · hybridAbstract read
In one paragraph

Article in JAMA pediatrics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 113 papers, 9 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
113citing papers in PubMed, 9 pooled it
20.4field-weighted citation impact, top 1% of its field
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

113 citing papers in PubMed, 9 syntheses or guidelines pooled it, 222 citations in OpenAlex.

  1. Pooled it
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  3. Recognition of the microbial metaboliteFrontiers in molecular neuroscience · 2025
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  15. Epidemiology of Autism Spectrum Disorders in French Children Aged 8.Journal of autism and developmental disorders · 2026
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53 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors at 3 institutions in 2 countries.

Andres Roman-UrrestarazuAutism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom.
Robin van KesselDepartment of International Health, School CAPHRI (School for Public Health and Primary Care), Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands.
Carrie AllisonAutism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom.
Fiona E MatthewsPopulation Health Sciences Institute, Newcastle University, Newcastle, United Kingdom.
Carol BrayneCambridge Public Health, University of Cambridge, Cambridge, United Kingdom.
Simon Baron-CohenAutism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom.
University of Cambridge · GBMaastricht University · NLNewcastle University · GB

Funding

Department of HealthMedical Research CouncilWellcome Trust 214322/Z/18/Z
6 · The paper itself

Abstract

Importance: The global prevalence of autism spectrum disorder (ASD) has been reported to be between 1% and 2% of the population, with little research in Black, Asian, and other racial/ethnic minority groups. Accurate estimates of ASD prevalence are vital to planning diagnostic, educational, health, and social care services and may detect possible access barriers to diagnostic pathways and services and inequalities based on social determinants of health. Objective: To evaluate whether socioeconomic disadvantage is associated with ASD prevalence and the likelihood of accessing ASD services in racial/ethnic minority and disadvantaged groups in England. Design, Setting, and Participants: This case-control prevalence cohort study used the Spring School Census 2017 from the Pupil Level Annual Schools Census of the National Pupil Database, which is a total population sample that includes all English children, adolescents, and young adults aged 2 to 21 years in state-funded education. Data were collected on January 17, 2017, and analyzed from August 2, 2018, to January 28, 2020. Exposures: Age and sex were treated as a priori confounders while assessing correlates of ASD status according to (1) race/ethnicity, (2) social disadvantage, (3) first language spoken, (4) Education, Health and Care Plan or ASD Special Educational Needs and Disability support status, and (5) mediation analysis to assess how social disadvantage and language might affect ASD status. Main Outcomes and Measures: Sex- and age-standardized ASD prevalence by race/ethnicity and 326 English local authority districts in pupils aged 5 to 19 years. Results: The final population sample consisted of 7 047 238 pupils (50.99% male; mean [SD] age, 10.18 [3.47] years) and included 119 821 pupils with ASD, of whom 21 660 also had learning difficulties (18.08%). The standardized prevalence of ASD was 1.76% (95% CI, 1.75%-1.77%), with male pupils showing a prevalence of 2.81% (95% CI, 2.79%-2.83%) and female pupils a prevalence of 0.65% (95% CI, 0.64%-0.66%), for a male-to-female ratio (MFR) of 4.32:1. Standardized prevalence was highest in Black pupils (2.11% [95% CI, 2.06%-2.16%]; MFR, 4.68:1) and lowest in Roma/Irish Travelers (0.85% [95% CI, 0.67%-1.03%]; MFR, 2.84:1). Pupils with ASD were more likely to face social disadvantage (adjusted prevalence ratio, 1.61; 95% CI, 1.59-1.63) and to speak English as an additional language (adjusted prevalence ratio, 0.64; 95% CI, 0.63-0.65). The effect of race/ethnicity on ASD status was mediated mostly through social disadvantage, with Black pupils having the largest effect (standardized mediation coefficient, 0.018; P < .001) and 12.41% of indirect effects through this way. Conclusions and Relevance: These findings suggest that significant differences in ASD prevalence exist across racial/ethnic groups and geographic areas and local authority districts, indicating possible differential phenotypic prevalence or differences in detection or referral for racial/ethnic minority groups.

Indexed as

PovertySocial Determinants of HealthAdolescentAutism Spectrum DisorderCase-Control StudiesChildChild, PreschoolEnglandFemaleHumansInfantMalePrevalenceRegistriesYoung Adult

Identifiers

PMID33779707
PMCPMC8008434
OpenAlexW3148807712

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.