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Nutritionally at-risk children suffer delays in physical growth and motor and language development. Infectious diseases such as malaria pose an additional risk. We examined the cross-sectional relationships among malaria infection, hemoglobin (Hb) concentration, length-for-age Z-scores (LAZ), motor activity, behavior, and motor and language development in 841 Zanzibari children 5-19 mo old. We used structural equation modeling to test the fit of the data to a theoretical model and to examine the relationships among the variables in 3 age groups (5-9, 10-14, and 15-19 mo). The model fit the data for all age groups. In the youngest and oldest groups, children with higher malaria parasite densities had significantly lower Hb and LAZ. Higher LAZ significantly predicted higher total motor activity, and motor and language development scores in all age groups. In the oldest group, children who had higher Hb had higher motor development and activity scores. Malaria was directly and indirectly related to motor activity in the 10- to 14-mo-old group [standardized total effects, -0.14; direct, -0.10 (P = 0.015); and indirect, -0.038]. The significant fit of the models to the data and the statistical significance of many of the specific pathways highlight the complexities of the relationships between health and nutrition and child development outcomes in this population. In addition, the results suggest that multiple interventions are likely necessary to improve child development outcomes in this population of nutritionally at-risk children and that the potential effectiveness of interventions may differ according to age (i.e. prevention and treatment of anemia, stunting, and malaria).

The acquisition of bipedal locomotion is an important aspect of gross motor development that ultimately affects the cognition of young children. Evidence for associations between nutrition-related variables and walking acquisition exist; however, questions remain about the importance of weight-for-length and dietary factors and the independent contribution of anemia and growth to walking. We examined the effect of nutritional factors on the acquisition of walking in a cross-sectional cohort of 4- to 17-mo old Nepali children (n = 485) adjusting for age, sex, caste, and socioeconomic status (SES). Participants were identified from census data collected in 1 village development committee in Sarlahi District and enrolled in a cross-sectional, community-based study between January and March 2002. Hemoglobin and erythrocyte protoporphyrin (EP) were measured at baseline using a heel-prick technique. The mean hemoglobin concentration was 101 +/- 12.5 g/L; 58% were anemic (hemoglobin < 105 g/L), 2.1% were severely anemic (hemoglobin < 70 g/L), and 43% of the children had iron-deficiency anemia (hemoglobin < 105 g/L; EP > or = 90 micromol/mol heme). Growth was delayed, i.e., 33.7% were stunted and 20.6% were wasted. Multivariate logistic models that controlled for age, sex, caste, and SES revealed that children with higher length-for-age and weight-for-length Z-scores, no anemia, and meat consumption walked at an earlier age than children with lower scores, anemia, and no meat consumption. We conclude that growth, anemia, and diet are independently associated with delays in the onset of bipedal locomotion among young Nepali children.