Evidence map›Paper›PMID 41891777›Full record

ArticleAmerican journal of speech-language pathology2026

The Diagnostic Value of English Language Sample Measures for Identifying Developmental Language Disorder in Bilingual Children.

Michelle N Ramos, Lisa M Bedore, Elizabeth D Peña

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Article in American journal of speech-language pathology, 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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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Michelle N RamosSchool of Education, University of California, Irvine.ORCID 0000-0003-3606-4463
Lisa M BedoreDepartment of Communication Sciences and Disorders, Temple University, Philadelphia, PA.ORCID 0000-0002-1973-3939
Elizabeth D PeñaSchool of Education, University of California, Irvine.ORCID 0000-0002-6119-7658

Funding

Diagnostic Markers of Language Impairment in BilingualsR01DC007439 · NIDCD · UNIVERSITY OF TEXAS AT AUSTIN · PI PEÑA, ELIZABETH D · 2006 to 2010
$2.9M
BILLINGUAL HISPANIC CHILDREN-260982100N01DC082100 · NIDCD · TEMPLE UNIVERSITY · 1998 to 2003
$591k
NIDCD NIH HHS N01 DC082100NIDCD NIH HHS R01 DC007439
6 · The paper itself

Abstract

purposeThis study examines the diagnostic accuracy of four measures derived from English narrative language samples for identifying developmental language disorder (DLD) in 5- and 6-year-old Spanish-English bilinguals.

methodNinety-two children aged 5;0-6;11 (years;months) produced narrative retells in English using Mercer Mayer's frog stories. Forty-six matched pairs of children with DLD and typical language were identified based on age and English language exposure. Percent grammatical utterances (PGU), errors per C-unit (EPC), mean length of utterance (MLU), and subordination index (SI) were calculated. Pooled, covariate-adjusted, and multivariate receiver operating characteristic curves were generated to evaluate the measures' diagnostic performance at optimal cutoffs. Analyses were also performed at different levels of language exposure (i.e., high English, balanced Spanish/English, high Spanish).

resultsNone of the measures reached 80% for both sensitivity and specificity for the full participant group. Covariate-adjusted curves based on exposure were not significantly different from pooled analyses. When exposure groups were analyzed separately, PGU and EPC each yielded good diagnostic accuracy for the high English group (> 70% exposure) at 94% sensitivity and specificity. Combining these measures with MLU and/or SI yielded similar results. For the balanced exposure group, all measures fell below the 80% threshold.

conclusionsMeasures of grammaticality (PGU and EPC) were the best indicators of DLD when analyzing English narrative language samples of young bilinguals with at least 70% exposure to English. None of the measures evaluated were adequate for identifying DLD in bilinguals with less exposure to English. Clinical implications are discussed. SUPPLEMENTAL MATERIAL: https://doi.org/10.23641/asha.31449370.

Indexed as

Child LanguageLanguage Development DisordersLanguage TestsMultilingualismChildChild, PreschoolFemaleHumansMalePredictive Value of TestsReproducibility of ResultsROC CurveSensitivity and SpecificitySpeech Production Measurement

Identifiers

PMID41891777
PMCPMC13151814

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