Suppr超能文献

埃塞俄比亚妇女生育的空间效应调整预测因素。

Predictors of adolescent childbearing among Ethiopian women with spatial effect adjustment.

机构信息

College of Science, Bahir Dar University, Bahir Dar, Ethiopia.

School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Durban, South Africa.

出版信息

BMC Public Health. 2024 Oct 11;24(1):2783. doi: 10.1186/s12889-024-20341-y.

Abstract

BACKGROUND

Childbearing under the age of 20 is referred to as teenage childbearing. Compared to high-income countries, it is significantly higher in low-income countries. Adolescent childbearing is influenced by a number of variables, including economic, demographic, and social factors, and these vary geographically. Thus, this study aimed to determine the predictors of adolescent childbearing among Ethiopian women with spatial effect adjustment.

METHODS

A total weighted sample of 4712 women aged 15 to 49 were included. The data were obtained from the 2019 Ethiopia Demographic and Health Survey. A generalized Geoadditive model which accounts for spatial effect and the non-linear effect of continuous variables was adopted to determine the associated factors of adolescent childbearing among Ethiopian women.

RESULTS

The spatial pattern of adolescent childbearing was non-random in Ethiopia with Moran's index statistics 1.731999 (P-value < 0.001). Based on the evidence of spatial variation in a model, the highest risk of adolescent childbearing was observed in Jijiga, Shinilie, Welwel and Walder, Afar (Zone1 and Zone 5), Assosa, Metekel, and Gambela (Zone1). We also noted that women not intending to use a contraceptive method, Muslim religion, living in a rural area, and large household family size were significantly associated with a high risk of adolescent childbearing. Furthermore, our model results also confirmed that higher educational levels, older household age, and good economic status significantly reduced the risk of adolescent childbearing.

CONCLUSIONS

This study revealed that adolescent childbearing distribution was significantly clustered in the Eastern and Southwestern parts of Ethiopia. Intervention programs aimed at the prevention of early marriage and raising awareness of sexual activity are essential to reducing adolescent childbearing.

摘要

背景

20 岁以下生育被称为青少年生育。与高收入国家相比,低收入国家的青少年生育率明显更高。青少年生育受到经济、人口和社会等多种因素的影响,这些因素在地理上存在差异。因此,本研究旨在通过空间效应调整,确定埃塞俄比亚妇女青少年生育的预测因素。

方法

共纳入了 4712 名年龄在 15 至 49 岁的加权样本。数据来自 2019 年埃塞俄比亚人口与健康调查。采用广义 Geoadditive 模型,考虑空间效应和连续变量的非线性效应,以确定埃塞俄比亚妇女青少年生育的相关因素。

结果

埃塞俄比亚青少年生育的空间模式是非随机的,Moran's 指数统计值为 1.731999(P 值<0.001)。基于模型中空间变化的证据,青少年生育风险最高的地区是 Jijiga、Shinilie、Welwel 和 Walder、Afar(Zone1 和 Zone 5)、Assosa、Metekel 和 Gambela(Zone1)。我们还注意到,不打算使用避孕方法、穆斯林宗教、居住在农村地区和大家庭规模较大的妇女,与青少年生育风险高显著相关。此外,我们的模型结果还证实,较高的教育水平、较大家庭的年龄和良好的经济状况显著降低了青少年生育的风险。

结论

本研究表明,青少年生育分布在埃塞俄比亚东部和西南部地区显著聚集。因此,必须开展旨在预防早婚和提高性活动意识的干预计划,以减少青少年生育。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40e0/11468055/5f6639496fc3/12889_2024_20341_Fig1_HTML.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验