Determinants of height-for-age Z-score (HAZ) among Ethiopian children aged 0-59 months: a multilevel mixed-effects analysis
- PMID: 40312674
- PMCID: PMC12044844
- DOI: 10.1186/s12889-025-22831-z
Determinants of height-for-age Z-score (HAZ) among Ethiopian children aged 0-59 months: a multilevel mixed-effects analysis
Erratum in
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Correction: Determinants of height-for-age Z-score (HAZ) among Ethiopian children aged 0-59 months: a multilevel mixed-effects analysis.BMC Public Health. 2025 Jun 23;25(1):2168. doi: 10.1186/s12889-025-23509-2. BMC Public Health. 2025. PMID: 40551139 Free PMC article. No abstract available.
Abstract
Background: Height-for-age z-score (HAZ), based on WHO Child Growth Standards, measures linear growth in children, with lower values indicating potential undernutrition. This study examines HAZ as a continuous measure to explore its proximal and distal determinants.
Methods: Data from 5,045 children aged 0-59 months from the 2019 Ethiopian Mini Demographic and Health Survey were used. The survey employed a stratified two-stage cluster design. A multilevel mixed-effects linear regression model was applied to estimate the associations between HAZ and various proximal (individual and household-level) and distal (community-level) factors. Proximal factors included child age, sex, early breastfeeding, maternal age, education, age at first birth, maternal literacy, delivery place, number of children under-five, household size, wealth index, media access, household head sex, cooking fuel, toilet type, and water source. Distal factors included urban/rural residence, altitude, and capital city residence. Effect sizes were reported as unstandardized beta coefficients (β) with 95% confidence intervals (CI).
Results: The mean HAZ was - 1.26 (SD = 1.47). The mean age of the children was 28.9 months, and 36.23% of mothers were literate. Child age was inversely associated with HAZ, with each additional month linked to a 0.02 unit reduction (β = -0.02; 95% CI: -0.024, -0.016; p < 0.001). Maternal age and education were positively associated with HAZ, with each additional year of maternal age linked to a 0.015 unit increase (β = 0.015; 95% CI: 0.003, 0.026; p = 0.012) and each additional year of education associated with a 0.036 unit increase (β = 0.036; 95% CI: 0.009, 0.062; p = 0.008). Higher altitude was associated with a 0.21 unit reduction in HAZ per 1000 m increase (β = -0.21; 95% CI: -0.34, -0.07; p = 0.003). Residence in the capital city was associated with a 0.388 unit increase in HAZ (β = 0.388; 95% CI: 0.093, 0.683; p = 0.01).
Conclusion: Key determinants of HAZ include child age, maternal age, education, altitude, and capital city residence. These findings highlight the need for multifaceted interventions to improve child linear growth. Enhancing maternal education is a crucial strategy to improve child HAZ scores in Ethiopia.
Keywords: Children under-5; Chronic malnutrition; Demographic and health survey; Ethiopia; Height-for-age z-score (HAZ); Linear growth.
© 2025. The Author(s).
Conflict of interest statement
Declarations. Ethics approval and consent to participate: This is a secondary data analysis and ethical approval is not applicable. Consent for publication: Not applicable. Competing interests: The authors declare no competing interests.
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References
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- WHO Multicentre Growth Reference Study Group and, de Onis M. Assessment of differences in linear growth among populations in the WHO multicentre growth reference study. Acta Paediatr. 2006;95:56–65. - PubMed
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- Group UWWB. Levels and trends in child malnutrition: UNICEF / WHO / World Bank Group Joint Child Malnutrition Estimates: Key findings of the 2023 edition. 2023, UNICEF and WHO: New York.
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- EDHS. Ethiopia Mini demographic and health survey 2019: final report. Maryland, USA: Rockville; 2021.
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