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We examine effects of protein and energy intakes on height and weight growth for children between 6 and 24 months old in Guatemala and the Philippines. Using instrumental variables to control for endogeneity and estimating multiple…

Malnutrition is a global health crisis and is the leading cause of death among children under five. Detecting malnutrition requires anthropometric measurements of weight, height, and middle-upper arm circumference. However, measuring them…

Objectives: Current standards for comparing stunting across human populations assume a universal model of child growth. Such comparisons ignore population differences that are independent of deprivation and health outcomes. This paper…

Quantitative Methods · Quantitative Biology 2019-08-20 Joseph V. Hackman , Daniel J. Hruschka

Undernutrition, resulting in restricted growth, and quantified here using height-for-age z-scores, is an important contributor to childhood morbidity and mortality. Since all levels of mild, moderate and severe undernutrition are of…

Applications · Statistics 2015-12-08 Mariel M. Finucane , Christopher J. Paciorek , Gretchen A. Stevens , Majid Ezzati

We propose a causal analysis of the mother's educational level on the health status of the newborn, in terms of gestational weeks and weight. The analysis is based on a finite mixture structural equation model, the parameters of which have…

Methodology · Statistics 2012-12-04 Silvia Bacci , Francesco Bartolucci , Luca Pieroni

Background: Childhood and adolescent overweight and obesity remain major public health concerns in the United States and are shaped by behavioral, household, and community factors. Their joint predictive structure at the population level…

Artificial Intelligence · Computer Science 2026-02-25 Joyanta Jyoti Mondal

Faltering growth among children is a nutritional problem prevalent in low to medium income countries; it is generally defined as a slower rate of growth compared to a reference healthy population of the same age and gender. As faltering is…

Methodology · Statistics 2019-09-18 Vincent Chin , Jarod Y. L. Lee , Louise M. Ryan , Robert Kohn , Scott A. Sisson

This paper shows that the mid-20th century was characterised by a considerable reduction in breastfeeding rates, reducing from over 80% in the late 1930s to just over 40% only three decades later. We investigate how maternal breastfeeding…

General Economics · Economics 2026-02-04 Marco Francesconi , Stephanie von Hinke , Emil N. Sørensen

This study aims to investigate the factors influencing the Human Development Index (HDI). Five variables-GDP per capita, health expenditure, education expenditure, infant mortality rate (per 1,000 live births), and average years of…

Computers and Society · Computer Science 2025-02-04 Kuldeep Singh , Sumanth Cheemalapati , Srikanth Reddy RamiReddy , George Kurian , Prathamesh Muzumdar , Apoorva Muley

Obesity affects a rising percentage of the children and adolescent population, contributing to decreased quality of life and increased risk for comorbidities. Although the major causes of obesity are known, the obesogenic behaviors manifest…

Computers and Society · Computer Science 2021-05-21 Ioannis Sarafis , Christos Diou , Vasileios Papapanagiotou , Leonidas Alagialoglou , Anastasios Delopoulos

Reference classes in healthcare establish healthy norms, such as pediatric growth charts of height and weight, and are used to chart deviations from these norms which represent potential clinical risk. How the demographics of the reference…

This study developed an accurate artificial intelligence model for predicting future height in children and adolescents using anthropometric and body composition data from the GP Cohort Study (588,546 measurements from 96,485 children aged…

Quantitative Methods · Quantitative Biology 2025-04-10 Dohyun Chun , Hae Woon Jung , Jongho Kang , Woo Young Jang , Jihun Kim

Due to stochastic fluctuations arising from finite population size, known as genetic drift, the ability of a population to explore a rugged fitness landscape depends on its size. In the weak mutation regime, while the mean steady-state…

Populations and Evolution · Quantitative Biology 2024-12-30 Richard Servajean , Anne-Florence Bitbol

This study aims to understand the factors that resulted in under-five children's malnutrition from the Multiple Indicator Cluster (MICS-2019) nationwide surveys and classify different malnutrition stages based on the four well-established…

Machine Learning · Computer Science 2024-12-10 Tasfin Mahmud , Tayab Uddin Wara , Chironjeet Das Joy

Experiments in recent years have vividly demonstrated that gene expression can be highly stochastic. How protein concentration fluctuations affect the growth rate of a population of cells, is, however, a wide open question. We present a…

Molecular Networks · Quantitative Biology 2015-05-13 Sorin Tanase-Nicola , Pieter Rein ten Wolde

In this article we describe and apply the Fay-Herriot model with spatially correlated random area effects (Pratesi, M., & Salvati, N. (2008)), in order to predict the prevalence of anemia and childhood stunting in Peruvian districts, based…

Methodology · Statistics 2023-11-09 Anna Sikov , José Cerda-Hernández , Eduardo Haro

Obesity is one of the leading health concerns in the United States. Researchers and health care providers are interested in understanding factors affecting obesity and detecting the likelihood of obesity as early as possible. In this paper,…

Applications · Statistics 2017-08-24 Moumita Bhattacharya , Deborah Ehrenthal , Hagit Shatkay

This systematic review examines the synergistic and individual influences of resistance exercise, dietary protein supplementation, and sleep/recovery on muscle protein synthesis (MPS). Electronic databases such as Scopus, Google Scholar,…

This paper investigates the causal impact of the parental environment on the student's academic performance in mathematics, literature and English (as a foreign language), using a new database covering all children aged 8 to 15 of the…

General Economics · Economics 2025-10-22 Gaëlle Aymeric , Emmanuelle Lavaine , Brice Magdalou

In many observational studies, the interest is in the effect of treatment on bad, aberrant outcomes rather than the average outcome. For such settings, the traditional approach is to define a dichotomous outcome indicating aberration from a…

Methodology · Statistics 2020-10-16 Siyu Heng , Hyunseung Kang , Dylan S. Small , Colin B. Fogarty
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