Dynamic copula Bayesian network predictive model for assessing the impact of initiative programs on child undernutrition in Ethiopia, 2009–2016

The study demonstrates the utility of DCBNs for mapping dynamic, nonlinear associations between social protection and health programs and child undernutrition determinants. The results highlight that strengthening household food security and wealth plays a central role in reducing child undernutrition. Although findings are associational, the transferable dependence map can be re-estimated with contemporary data to guide program targeting, monitoring, and policy decisions in Ethiopia.

Authors

Institutions

Publication Details

Journal
BMC Public Health
Published
2026-01-03
DOI
https://doi.org/10.1186/s12889-025-25928-7
Primary Topic
Child Nutrition and Water Access
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Dynamic copula Bayesian network predictive model for assessing the impact of initiative programs on child undernutrition in Ethiopia, 2009–2016

Haile Mekonnen Fenta, Getnet Bogale Begashaw, Temesgen Zewotir, Mulu Abebe Asmamaw
BMC Public Health
Child Nutrition and Water Access
article

Dynamic copula Bayesian network predictive model for assessing the impact of initiative programs on child undernutrition in Ethiopia, 2009–2016

Haile Mekonnen Fenta, Getnet Bogale Begashaw, Temesgen Zewotir, Mulu Abebe Asmamaw
article en

Abstract

The study demonstrates the utility of DCBNs for mapping dynamic, nonlinear associations between social protection and health programs and child undernutrition determinants. The results highlight that strengthening household food security and wealth plays a central role in reducing child undernutrition. Although findings are associational, the transferable dependence map can be re-estimated with contemporary data to guide program targeting, monitoring, and policy decisions in Ethiopia.

BMC Public HealthVol. 26(1)
Debre Berhan University (ET), Addis Ababa Science and Technology University (ET), Bahir Dar University (ET), University of KwaZulu-Natal (ZA), University of Oulu (FI)
Zero hunger
Openalex Percentile: Top 98%
Child Nutrition and Water Access
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.