Evidence map›Paper›PMID 37956682›Full record

ArticleThe Lancet. Global health2024

Assessing child development scores among minority and Indigenous language versus dominant language speakers: a cross-sectional analysis of national Multiple Indicator Cluster Surveys.

Ann C Miller, David Flood, Scott Tschida, Katherine Douglas, Peter Rohloff

Open access · goldAbstract read
PubMed Publisher
In one paragraph

Article in The Lancet. Global health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
4.8field-weighted citation impact, top 5% 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

3 citing papers in PubMed, 5 citations in OpenAlex.

  1. Association of maternal primary language with neurodevelopmental outcomes in high-risk infants.Journal of perinatology : official journal of the California Perinatal Association · 2025
    Article
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  3. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors at 5 institutions in 1 country.

Ann C MillerDepartment of Global Health and Social Medicine, Blavatnik Institute, Harvard Medical School, Boston, MA, USA. Electronic address: ann_miller@hms.harvard.edu.
David FloodCenter for Indigenous Health Research, Wuqu' Kawoq - Maya Health Alliance, Tecpán, Guatemala; Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Scott TschidaCenter for Indigenous Health Research, Wuqu' Kawoq - Maya Health Alliance, Tecpán, Guatemala.
Katherine DouglasBoston Medical Center, Boston, MA, USA.
Peter RohloffCenter for Indigenous Health Research, Wuqu' Kawoq - Maya Health Alliance, Tecpán, Guatemala; Department of Global Health Equity, Brigham and Women's Hospital, Boston MA, USA.
Boston Medical Center · USBoston VA Research Institute · USBrigham and Women's Hospital · USFranciscan Health · USMayo Clinic in Florida · US

Funding

An Individualized Approach to Promote Nurturing Care in Low and Middle Income Countries: A Hybrid Effectiveness/Implementation Trial of the International Guide for Monitoring Child DevelopmentR01HD100984 · NICHD · BRIGHAM AND WOMEN'S HOSPITAL · PI ROHLOFF, PETER · 2021 to 2025
$2.5M
Implementation research for comprehensive cardiometabolic care in GuatemalaK23HL161271 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI David Clifford Flood · 2022 to 2026
$949k
NHLBI NIH HHS K23 HL161271NICHD NIH HHS R01 HD100984
6 · The paper itself

Abstract

backgroundMultiple studies have highlighted the inequities minority and Indigenous children face when accessing health care. Health and wellbeing are positively impacted when Indigenous children are educated and receive care in their maternal language. However, less is known about the association between minority or Indigenous language use and child development risks and outcomes. In this study, we provide global estimates of development risks and assess the associations between minority or Indigenous language status and early child development using the ten-item Early Child Development Index (ECDI), a tool widely used for global population assessments in children aged 3-4 years.

methodsWe did a secondary analysis of cross-sectional data from 65 UNICEF Multiple Indicator Cluster Surveys (MICS) containing the ECDI from 2009-19 (waves 4-6). We included individual-level data for children aged 2-4 years (23-60 months) from datasets with ECDI modules, for surveys that captured the language of the respondent, interview, or head of household. The Expanded Graded Intergenerational Disruption Scale was used to classify household languages as dominant versus minority or Indigenous at the country level. Our primary outcome was on-track overall development, defined per UNICEF's guidelines as development being on track for at least three of the four ECDI domains (literacy-numeracy, learning, physical, and socioemotional). We performed logistic regression of pooled, weighted ECDI scores, aggregated by language status and adjusting for the covariables of child sex, child nutritional status (stunting), household wealth, maternal education, developmental support by an adult caregiver, and country-level early child education proportion. Regression analyses were done for all children aged 3-4 years with ECDI results, and separately for children with functional disabilities and ECDI results.

findings65 MICS datasets were included. 186 393 children aged 3-4 years had ECDI and language data, corresponding to an estimated represented population of 34 714 992 individuals. Estimated prevalence of on-track overall development as measured by ECDI scores was 65·7% (95% CI 64·2-67·2) for children from a minority or Indigenous language-speaking household, and 76·6% (75·7-77·4) for those from a dominant language-speaking household. After adjustment, dominant language status was associated with increased odds of on-track overall development (adjusted OR 1·54, 95% CI 1·40-1·71), which appeared to be largely driven by significantly increased odds of on-track development in the literacy-numeracy and socioemotional domains. For the represented population aged 2-4 years (n=11 465 601), the estimated prevalence of family-reported functional disability was 3·6% (95% CI 3·0-4·4). For the represented population aged 3-4 years with a functional disability (n=292 691), language status was not associated with on-track overall development (adjusted OR 1·02, 95% CI 0·43-2·45).

interpretationIn a global dataset, children speaking a minority or Indigenous language were less likely to have on-track ECDI scores than those speaking a dominant language. Given the strong positive benefits of speaking an Indigenous language on the health and development of Indigenous children, this disparity is likely to reflect the sociolinguistic marginalisation faced by speakers of minority or Indigenous languages as well as differences in the performance of ECDI in these languages. Global efforts should consider performance of measures and monitor developmental data disaggregated by language status to stimulate efforts to address this disparity.

fundingNone. TRANSLATIONS: For the Spanish, Kaqchikel and K'iche' translations of the abstract see Supplementary Materials section.

Indexed as

Child DevelopmentIndigenous PeoplesLanguageMinority GroupsChild, PreschoolCross-Sectional StudiesHumansSocioeconomic FactorsSurveys and Questionnaires

Identifiers

PMID37956682
OpenAlexW4388563380

What OpenQuestion holds

Textmetadata
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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.