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Ecological association between non-optimal ambient temperature and childhood developmental delay—a multi-country study

Miriam Sophia Meier et al · Frontiers Media S.A · 2026

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IntroductionA research gap exists regarding the association between non-optimal ambient temperature (NOAT) and early childhood development (ECD) in low- and middle-income countries (LMICs). This study investigates the association between NOAT and early childhood developmental delay across five LMICs (Jordan, Kenya, Mozambique, the Philippines, and Tanzania).MethodsDemographic and Health Survey data on ECD were combined with retrospective NASA temperature exposure using a case–control design. Exposure to monthly maximum temperatures was assigned to individual children aged 24–59 months (n = 19,407). Exposure–lag–response associations were estimated using distributed lag non-linear models (DLNMs), conducted separately by country and adjusted for stunting. Subgroup analyses were performed for children aged 48–59 months, with outcomes analyzed by neural domains.ResultsIn Jordan, Kenya, Mozambique, and Tanzania, NOAT (95th percentile) was associated with increased odds [aORs-3.21 (0.63–16.41); aOR-3.61 (3.07–4.25); aOR-1.69 (0.97–2.94) and aOR-1.71 (1.19–2.45)], respectively. In the Philippines, NOAT (5th-percentile) was associated with increased odds of developmental delay [cOR-1.45 (1.25–1.68)]. Among 48–59 months, NOAT (95th percentile) was associated with increased odds of delayed development at lags of 20 months [aOR-1.14 (1.08–1.21)]. In terms of the association of NOAT with learning outcomes, lag months of 21–40, temperatures at the 95th percentile were associated with higher odds of delayed learning (L21 95th percentile cOR 1.01; 1.01, 1.01; L40 95th percentile cOR 1.22; 1.15, 1.30).ConclusionThe association between NOAT and ECD delay is of great importance for global development. Extreme weather events, such as heat events, will hinder the optimal development of children in low-income countries.

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APA 7

al, M. S. M. E. (2026). Ecological association between non-optimal ambient temperature and childhood developmental delay—a multi-country study. https://doi.org/10.3389/fclim.2026.1820809

MLA

al, Miriam Sophia Meier et. "Ecological association between non-optimal ambient temperature and childhood developmental delay—a multi-country study." 2026. https://doi.org/10.3389/fclim.2026.1820809.

Chicago

al, Miriam Sophia Meier et. 2026. "Ecological association between non-optimal ambient temperature and childhood developmental delay—a multi-country study.". https://doi.org/10.3389/fclim.2026.1820809.

Harvard

al, M. S. M. E. 2026, Ecological association between non-optimal ambient temperature and childhood developmental delay—a multi-country study, Frontiers Media S.A, available at: https://doi.org/10.3389/fclim.2026.1820809 [Accessed 7 Aug. 2026].

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Titolo
Ecological association between non-optimal ambient temperature and childhood developmental delay—a multi-country study
Autore / collaboratori
Miriam Sophia Meier et al
Editore
Frontiers Media S.A
Anno di pubblicazione
2026
ISSN
2624-9553
ISSN
2624-9553
Lingua
Inglés

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