Evidence map›Paper›PMID 41272683›Full record

ArticleBMC public health2025

Determinants of stunting among under-five children in Amhara and Oromia regions, Ethiopia: the linear quantile regression analysis.

Dafa Duge Wachifo, Dereje Danbe Debeko, Zeytu Gashaw Asfaw

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Article in BMC public health, 2025. 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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5 · Who and what money

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3 authors.

Dafa Duge WachifoDepartment of Statistics, Hawassa University, Hawassa, Ethiopia. dafaduge@gmail.com.
Dereje Danbe DebekoDepartment of Statistics, Hawassa University, Hawassa, Ethiopia.
Zeytu Gashaw AsfawDepartment of Epidemiology and Biostatistics, School of Public Health, Addis Ababa University, Addis Ababa, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundStunting in Ethiopia slightly decreased from 38% in 2016 to 34.4% in 2022. However, with this rate the country still falls behind the targets of the Sustainable Development Goals for 2030. The underlying unobserved factors-whether constant overtime or/and evolving due to random shocks have not yet been identified. Therefore, the current study aimed to identify the determinants of stunting among under-five children by accounting for both time-invariant and time-varying random effects.

methodsData for this study was obtained from the International Food Policy Research Institute. It was collected through three annual follow-up surveys conducted between February 8, 2018, and April 25, 2021, targeting the children of households participating in the Productive Safety Net Programs in the Amhara and Oromia regions. A total of 3,041 households, whose children had at least two waves complete (non-missing) anthropometric measurements, were included in the analysis. The response variable, height-for-age standard score (HAZ), was used. HAZ was computed based on a child's height (in centimeters), age (in days), and sex, in accordance with the World Health Organization child growth standards. A quantile mixed hidden Markov model was employed.

resultsThere was a significant burden of stunting among children under five in both the Amhara and Oromia regions. However, the situation was more worsening in the Amhara region. Several factors were found to significantly reduce the risk of under-five stunting, including maternal body mass index, maternal education, nutritional counseling, use of iodized salt, increased feeding frequency, and being a female child. Conversely, factors such as small size at birth, age of the child, episodes of illness, and consumption of unhealthy food were associated with increased stunting. For instance, being the female children were associated with a lower likelihood of stunting compared to males, with odds ratios of 0.263 (0.055), 0.164 (0.0544), 0.171 (0.071), and 0.358 (0.0822) at 10

conclusionThe study identified both unobserved time-constant and time-varying heterogeneities, as well as several fixed effects. These factors contribute to an increased risk of under-five stunting and raise the probability of transitioning into the stunted state. Without timely and targeted interventions, these effects may continue to exacerbate the burden of stunting.

Indexed as

Growth DisordersChild, PreschoolEthiopiaFemaleHumansInfantLinear ModelsMaleRisk FactorsHeight for age standard scoreInitial and transition probabilityLinear quantile mixed hidden Markov modelMixture component probabilities

Identifiers

PMID41272683
PMCPMC12639992

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