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      Factors Associated with Malnutrition among Under-Five Children: Illustration using Bangladesh Demographic and Health Survey, 2014 Data

      research-article
      Children
      MDPI
      malnutrition, weight-for-age z-score, gamma measure, chi-square test, proportional odds model

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          Abstract

          Child malnutrition remains one of the major public health problems in many parts of the world, especially in a developing country like Bangladesh. Several socioeconomic and demographic factors are responsible for this condition. The present study was conducted to uncover the risk factors associated with malnutrition among under-five children in Bangladesh by analyzing the data from a nationally representative Bangladesh Demographic and Health Survey (BDHS) in 2014. The ordinal dependent variable—child nutrition status (severely malnourished, moderately malnourished, and nourished)—was developed by calculating weight-for-age Z score (WAZ). Bivariate analysis was conducted by performing gamma measure and chi-square test of independence to explore the association between child nutrition status and selected independent variables. To know the adjusted effects of covariates, a popular ordinal model—namely, the proportional odds (PO) model—was considered. All the selected covariates were found highly significant ( p < 0.01) in the bivariate setup. However, in the multivariate setup, father’s and mother’s education, wealth index, mother’s body mass index (BMI), and antenatal care service during pregnancy were found highly significant ( p < 0.01) factors for child malnutrition. Among the divisions, only Dhaka had more control on child malnutrition, compared to the Sylhet division. Birth interval of children was also reported as a significant factor at a 5% level of significance. Finally, the results of this paper strongly highlighted the necessity of increasing parent’s education level, improving the mother’s nutritional status, and increasing facilities providing antenatal care service in order to achieve better nutrition status among under-five children in Bangladesh.

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          Most cited references24

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          Maternal and child undernutrition and overweight in low-income and middle-income countries

          The Lancet, 382(9890), 427-451
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            Analysis of Ordinal Categorical Data

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              Measures of Association for Cross Classifications

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                Author and article information

                Journal
                Children (Basel)
                Children (Basel)
                children
                Children
                MDPI
                2227-9067
                19 October 2017
                October 2017
                : 4
                : 10
                : 88
                Affiliations
                Statistics Discipline, Khulna University, Khulna 9208, Bangladesh; ashistalukder27@ 123456yahoo.com ; Tel.: +88-01772063507
                Author information
                https://orcid.org/0000-0002-2205-0696
                Article
                children-04-00088
                10.3390/children4100088
                5664018
                29048355
                87e7bb20-0250-4205-87d6-cf73a99dfed6
                © 2017 by the author.

                Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( http://creativecommons.org/licenses/by/4.0/).

                History
                : 28 August 2017
                : 16 October 2017
                Categories
                Article

                malnutrition,weight-for-age z-score,gamma measure,chi-square test,proportional odds model

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