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Joelle Najjar

United Nations - United Nations Children's Fund (UNICEF)

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Structural and Caregiving Correlates of Early Childhood Development in Lebanon: A Nationally Representative Analysis Using Machine Learning

Number of pages: 29 Posted: 26 Jan 2026
Junita Henry, Alya Al Sager, Lama Charafeddine, Amirhossein Yarparvar, Nicolai Petry, Omar Obeid, Carla El Mallah, Joelle Najjar, Pamela Zgheib, Janneke Blomberg and Aisha Yousafzai
Harvard University - Department of Global Health and Social Medicine, Harvard University, American University of Beirut, United Nations - United Nations Children's Fund (UNICEF), GroundWork, American University of Beirut - Department of Nutrition and Food Sciences, GroundWork, United Nations - United Nations Children's Fund (UNICEF), Ministry of Public Health (Lebanon), United Nations - United Nations Children's Fund (UNICEF) and Harvard University - Department of Global Health and Population
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early childhood development, nurturing care, machine learning, Lebanon, Bayesian additive regression trees, XGBoost