Evidence map›Paper›PMID 42264543›Full record

SynthesisFamily medicine and community health2026

Comparative screening accuracy of the Modified Checklist for Autism in Toddlers, Revised with Follow-Up (M-Chat-R/F) for early autism spectrum disorder: a systematic review.

Aaron Siong Fatt Tsen, Mohammad Azri Bantalani, Muhammad Nazrin Ab Rahim, Siti Zuraina Ain Amat, Khalid Mokti

Abstract readSystematic ReviewComparative Study
In one paragraph

Synthesis in Family medicine and community health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–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

1 citing paper in PubMed.

  1. Review
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

5 authors.

Aaron Siong Fatt TsenDepartment of Public Health Medicine, Universiti Malaysia Sabah Fakulti Perubatan dan Sains Kesihatan, Kota Kinabalu, Malaysia.ORCID 0009-0009-5822-6030
Mohammad Azri BantalaniDepartment of Public Health Medicine, Universiti Malaysia Sabah Fakulti Perubatan dan Sains Kesihatan, Kota Kinabalu, Malaysia.
Muhammad Nazrin Ab RahimDepartment of Public Health Medicine, Universiti Malaysia Sabah Fakulti Perubatan dan Sains Kesihatan, Kota Kinabalu, Malaysia.
Siti Zuraina Ain AmatDepartment of Public Health Medicine, Universiti Malaysia Sabah Fakulti Perubatan dan Sains Kesihatan, Kota Kinabalu, Malaysia.
Khalid MoktiDepartment of Public Health Medicine, Universiti Malaysia Sabah Fakulti Perubatan dan Sains Kesihatan, Kota Kinabalu, Malaysia khalid.mokti@ums.edu.my.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveEarly screening for autism spectrum disorder (ASD) is critical for timely intervention, making the Modified Checklist for Autism in Toddlers, Revised with Follow-Up (M-CHAT-R/F) a widely adopted tool globally. However, a recent systematic synthesis of its comparative accuracy is lacking. This review aimed to evaluate the screening accuracy of the M-CHAT-R/F against other ASD screening instruments.

designA systematic review was conducted in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. A narrative synthesis was employed to integrate findings across diverse study designs and methodological quality was assessed using the Joanna Briggs Institute checklist. ELIGIBILITY CRITERIA: Peer-reviewed, English-language observational studies published between January 2020 and October 2025 that compared the accuracy metrics of the M-CHAT-R/F with alternative screening tools. INFORMATION SOURCES: Scopus, PubMed, ScienceDirect and ProQuest.

resultsFrom 172 identified articles, six high-quality studies encompassing 12 633 participants aged 12-48 months were analysed. The synthesis revealed a complex performance profile for the M-CHAT-R/F. While its sensitivity for detecting potential cases was highly inconsistent, its negative predictive value remained consistently high, reliably identifying children who screened negative. Conversely, the tool demonstrated variable specificity and a persistently low positive predictive value, indicating a substantial false-positive burden and reduced confidence in positive results. Furthermore, the M-CHAT-R/F's accuracy was highly age-dependent, with performance degrading outside the optimal 16-30-month window compared with other specialised tools.

conclusionsThe M-CHAT-R/F may not be an optimal instrument in every clinical setting. Its clinical utility may be limited by variable sensitivity and a lower positive predictive value, potentially creating a higher false-positive burden. Clinicians and health systems should consider adopting age-specific, tiered screening protocols to improve diagnostic efficiency and better allocate intervention resources.

Indexed as

Autism Spectrum DisorderChecklistMass ScreeningChild, PreschoolHumansInfantSensitivity and SpecificityChild HealthComparative Effectiveness ResearchPediatricsPublic Health

Identifiers

PMID42264543
PMCPMC13264941

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Registered trials

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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.