Modeling of the determinants of Low-birth weight among children in Uganda

B. B. Teniola, Fahad Ntulume, E. Mwebesa
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Abstract

Birthweight is the first weight of the baby obtained after birth. For live childbirths, birthweight should preferably be measured within the first hour of life, before substantial post-natal weight loss has occurred. Low birth weight renders children exposed to infectious disease morbidity and mortality during both infancy and childhood. The objective of the study was to apply the modified binary logistic model to determine the factors associated with low birth weight among children in Uganda. The data used for this study was the Uganda Demographic and Health Survey (UDHS- 2016), the UDH survey selected 20615 households where 15522 women were successfully interviewed with known child birth weight out of which 5498 observations were considered after data cleaning. The results of the study revealed that the association between the age of the mother and low birth was statistically significant with a p-value of 0.044. The study also found that the risk of low birth weight babies was low for married women as compared to non-married women with a p-value of 0.003. Antenatal visit during pregnancy decreases the chances of having an infant with low birth weight. The association between low birth weight and the employed was statistically significant with a p-value of 0.007 and the likelihood of low birth weight infants for the rich was low as compared to the poor. The study concluded that the association between age, antenatal visits during pregnancy, occupation, wealth status of the mother and low birth weight were statistically significant.
乌干达儿童低出生体重决定因素的建模
出生体重是婴儿出生后获得的第一个体重。对于活产婴儿,出生体重最好在出生后的第一个小时内测量,在产后体重大幅下降之前测量。低出生体重使儿童在婴儿期和儿童期都容易受到传染病发病率和死亡率的影响。该研究的目的是应用改进的二元逻辑模型来确定与乌干达儿童低出生体重相关的因素。本研究使用的数据是乌干达人口与健康调查(UDHS- 2016), UDH调查选择了20615个家庭,其中15522名妇女成功接受了已知婴儿出生体重的采访,其中5498名妇女在数据清理后考虑了观察结果。研究结果显示,母亲年龄与低出生之间的相关性具有统计学意义,p值为0.044。该研究还发现,与未婚女性相比,已婚女性生低体重婴儿的风险较低,p值为0.003。怀孕期间的产前检查可以减少婴儿出生体重过低的机会。低出生体重与就业之间的关联具有统计学意义,p值为0.007,与穷人相比,富人出生低体重婴儿的可能性较低。该研究得出结论,年龄、孕期产前检查、职业、母亲的财富状况与低出生体重之间的关联在统计上是显著的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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