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      Impact of Individual, Household and Community Characteristics on Children's Nutritional Indicators

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          ABSTRACT

          This study analyzed WHO-standardized nutritional indicators of children from selected households within communities that were sampled from all districts of Botswana. Data from the 2007 Botswana Family Health Survey were fitted into multilevel models that seek to account for variability due to the macro- and micro-units that have been hierarchically selected. This allowed for estimation of different levels of intra-class correlations while simultaneously assessing the model-fit by accounting for the influence on the nutritional indicators due to the fixed variables attributable to these macro- and micro-units. The results show that variation in nutritional status of under-five children in Botswana is a function of characteristics of the households and communities within which they live. As much as 17% of variation is due to differences in the communities and households. Economic status of households holds an important key in predicting the nutritional status of children.

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          Ecological Correlations and the Behavior of Individuals

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            The assumptions underlying the analysis of variance.

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              Linear Models

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                Author and article information

                Journal
                J Health Popul Nutr
                J Health Popul Nutr
                JHPN
                Journal of Health, Population, and Nutrition
                International Centre for Diarrhoeal Disease Research, Bangladesh
                1606-0997
                2072-1315
                June 2014
                : 32
                : 2
                : 276-286
                Affiliations
                [1] 1Department of Statistics, University of Botswana, P/Bag 0022, Gaborone, Botswana
                [2] 2Department of Family and Consumers Sciences, University of Botswana, P/Bag 0022, Gaborone, Botswana
                Author notes
                Correspondence and reprint requests: Dr. Lucky Mokgatlhe, PO Box 70024, Gaborone, Botswana, Email: mokgatlhe@ 123456mopipi.ub.bw , Fax: +267 318 5099
                Article
                jhpn0032-0276
                4216964
                25076665
                a7e5cc0c-2cc3-4c6a-9946-3a2f1ae85063
                © INTERNATIONAL CENTRE FOR DIARRHOEAL DISEASE RESEARCH, BANGLADESH

                This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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                Categories
                Original Papers

                Nutrition & Dietetics
                community,fixed effect,intra-class correlation,multilevel analysis,multistage cluster sampling,random effect,botswana

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