Evidence map›Paper›PMID 42683015›Full record

ArticleFrontiers in psychiatry2026

Adaptation and field testing of an observational assessment tool for autism diagnosis in Western Kenya.

Kristin Fauntleroy-Love, Chelagat Saina, Eren Oyungu, Amira Nafiseh, Anita Jerop Rutto, Regina Amondi, Megan S McHenry, Rebecca McNally Keehn

Abstract read
In one paragraph

Article in Frontiers in psychiatry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

8 authors.

Kristin Fauntleroy-LoveDepartment of Pediatrics, Emory University School of Medicine, Atlanta, GA, United States.
Chelagat SainaMoi University, Eldoret, Kenya.
Eren OyunguMoi University, Eldoret, Kenya.
Amira NafisehDepartment of Pediatrics, University of California, San Francisco, San Francisco, CA, United States.
Anita Jerop RuttoAcademic Model Providing Access to Health Care (AMPATH), Eldoret, Kenya.
Regina AmondiAcademic Model Providing Access to Health Care (AMPATH), Eldoret, Kenya.
Megan S McHenryAcademic Model Providing Access to Health Care (AMPATH), Eldoret, Kenya.
Rebecca McNally KeehnAcademic Model Providing Access to Health Care (AMPATH), Eldoret, Kenya.

Funding

Indiana Clinical and Translational Sciences InstituteUM1TR004402 · NCATS · INDIANA UNIVERSITY INDIANAPOLIS · PI Sharon M Moe, Sarah Elizabeth Wiehe · 2023 to 2026
$21.6M
NCATS NIH HHS UM1 TR004402
6 · The paper itself

Abstract

Background: The development and implementation of culturally appropriate, easy-to-administer, open-source assessment tools are critical for advancing autism detection and research in low- and middle-income countries. Methods: The ASD-PEDS, an open-source semi-structured observational tool for assessing autism-related behaviors in young children, was adapted for use in Kenya via iterative refinement throughout the process of forward-backward translation (English-Kiswahili), cognitive interviews with clinicians and caregivers, and field testing to ensure cultural relevance. Results: Cognitive interviews revealed culturally normative early social communication and play skills aligned with key behaviors assessed by the ASD-PEDS. Field testing further identified targets for adaptation including development of bilingual administration guidelines and cultural modifications to assessment activities. During field testing, ASD-PEDS categorical risk matched the child's diagnosis in 100% of cases, demonstrating initial alignment with clinical classification. Conclusions: With minor adaptations, the ASD-PEDS demonstrates preliminary feasibility as an observational assessment tool to support standardized autism evaluation of young children in low-resource settings. Given the early-stage nature of this adaptation study, findings should be interpreted as preliminary. Study of psychometric performance in a heterogeneous larger sample of children is a necessary next step for cultural validation.

Indexed as

assessment toolsautismcultural adaptationdiagnosisLMIC

Identifiers

PMID42683015
PMCPMC13531034

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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.