Faculty of Arts & Science, Sri Lanka Technological Campus, Padukka, Sri Lanka.
Department of Statistics, Faculty of Science, University of Colombo, Colombo, Sri Lanka.
PLoS One. 2023 Sep 8;18(9):e0291246. doi: 10.1371/journal.pone.0291246. eCollection 2023.
Under-five mortality (U5M) is considered a major public health issue directly impacts a country's development. This study analyzed the prognostic factors of U5M in Sri Lanka using data from the 2016 Demographic and Health Survey (DHS) of 8123 children. The study employed both a binary logistic regression model (BLRM) and a binary logistic random intercept multilevel model (BLRIMM) and compared the accuracy of each model's prediction percentage. The results showed that the BLRIMM had a higher correct prediction percentage (98.67%) compared to the BLRM (98.31%). The study found that children who were not breastfed (Odds Ratio (OR) = 116.74, 95% Confidence Interval (CI) = 62.97-216.41), were part of multiple births (OR = 3.73, 95% CI = 1.21-11.51), did not have a normal delivery (OR = 1.86, 95% CI = 1.11-3.12), were born to mothers who had experienced previous miscarriages or child loss (OR = 2.27, 95% CI = 1.26-4.11), and were born to mothers with a higher Body Mass Index (BMI) (OR = 1.05, 95% CI = 1.003-1.10) had higher odds of U5M. The odds of U5M were found to be lower among Buddhists (OR = 0.06, 95% CI = 0.01-0.50), Hindus (OR = 0.05, 95% CI = 0.01-0.46), and Roman Catholics (OR = 0.032, 95% CI = 0.003-0.307) compared to the "Other Religions" category in the dataset. The estimated covariance parameter of the random intercept (0.8231, p-value = 0.0405) indicated significant unobserved cluster-level variation in U5M. The study's results emphasize the importance of addressing religion related differences of U5M and improving maternal education regarding healthy lifestyle, proper food intake, the significance of breastfeeding, safe delivery methods, safety measures during pregnancy and childbirth in cases of multiple births, and proper child care after birth.
五岁以下儿童死亡率(U5M)被认为是一个重大的公共卫生问题,直接影响到一个国家的发展。本研究使用 2016 年人口与健康调查(DHS)中 8123 名儿童的数据,分析了斯里兰卡 U5M 的预后因素。该研究采用了二元逻辑回归模型(BLRM)和二元逻辑随机截距多水平模型(BLRIMM),并比较了每个模型预测百分比的准确性。结果表明,BLRIMM 的正确预测百分比(98.67%)高于 BLRM(98.31%)。研究发现,未接受母乳喂养的儿童(优势比(OR)=116.74,95%置信区间(CI)=62.97-216.41)、多胎儿童(OR=3.73,95%CI=1.21-11.51)、非自然分娩儿童(OR=1.86,95%CI=1.11-3.12)、母亲曾经历过流产或儿童死亡的儿童(OR=2.27,95%CI=1.26-4.11)和母亲体重指数(BMI)较高的儿童(OR=1.05,95%CI=1.003-1.10)的 U5M 发病风险更高。与数据集的“其他宗教”类别相比,佛教徒(OR=0.06,95%CI=0.01-0.50)、印度教徒(OR=0.05,95%CI=0.01-0.46)和罗马天主教徒(OR=0.032,95%CI=0.003-0.307)的 U5M 发病风险较低。随机截距的估计协方差参数(0.8231,p 值=0.0405)表明,U5M 存在显著的未观察到的聚类水平差异。该研究结果强调了在解决与宗教相关的 U5M 差异和提高有关健康生活方式、适当饮食摄入、母乳喂养重要性、安全分娩方法、多胎妊娠和分娩期间安全措施以及产后适当儿童保健的母亲教育方面的重要性。