1 Mar 2026Open access
Application of Geographically Weighted Regression Analysis to Assess Predictors of Early Sexual Initiation in Ethiopia, EDHS 2016Publisher siteHealth Science Reports, Adolescent Sexual and Reproductive Health
UniversitiesShimels Derso Kebede
Active, last published 2026
In global maternal and child health
Shimels Derso
Kebede
Scholar“Research focused on Global Maternal and Child Health and adjacent fields.”
Wollo University
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01 · About the work
What I study
himels Derso Kebede is a researcher working on Global Maternal and Child Health. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Shimels's work has been cited 401 times across 4 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Global Maternal and Child Health×30Child Nutrition and Water Access×10Healthcare Systems and Reforms×9Mobile Health and mHealth Applications×8Reproductive Health and Contraception×7
04 · Where I am
Affiliations
Affiliation on published researchWollo UniversityDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
21 works23 Feb 2026Open access
Classification of knowledge of fertility period among adolescent girls in East Africa from 2012 to 2022: Machine learning algorithmPublisher sitePLOS Digital Health, Global Maternal and Child Health
28 Nov 2025Open access
Predicting determinants of modern contraceptive use among reproductive-age women in Ethiopia using machine learning algorithms: Evidence from the Performance Monitoring and Accountability (PMA) Survey 2019 datasetPublisher siteF1000Research, Global Maternal and Child Health
1 Jul 2025Open access
Systematic review of barriers and facilitators to digital health technology interventions for chronic disease management in Ethiopia: Insights for implementing digital health in developing countriesPublisher siteHealth Informatics Journal, Mobile Health and mHealth Applications
20 Jun 2025Open access2cites
Leveraging machine learning to identify determinants of zero utilization of maternal continuum of care in Ethiopia: Insights from SHAP analysis and the 2019 mini DHSPublisher sitePLOS Global Public Health, Global Maternal and Child Health
10 Jun 2025Open access2cites
Human Papillomavirus Vaccination uptake and associated factors among schools girls aged between 9–14 years in Ethiopia: Performance Monitoring for Action (PMA-ET) 2023, multilevel analysisPublisher sitePLoS ONE, Cervical Cancer and HPV Research
5 Jun 2025Open access6cites
Machine-learning algorithm to predict home delivery after antenatal care visit among reproductive age women in East AfricaPublisher siteFrontiers in Global Women s Health, Global Maternal and Child Health
7 Apr 2025Open access5cites
A stacked ensemble machine learning model for the prediction of pentavalent 3 vaccination dropout in East AfricaPublisher siteFrontiers in Big Data, Vaccine Coverage and Hesitancy
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