• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

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

埃塞俄比亚长效避孕方法使用热点的预测因素:运用地理加权回归分析

Predictors of long-acting contraceptive utilization hot spots in Ethiopia: using geographical weighted regression analysis.

作者信息

Abate Hailemichael Kindie, Azagew Abere Woretaw, Kassahun Chanyalew Worku, Wassie Mulugeta, Mekonnen Chilot Kassa, Wassie Yilkal Abebaw, Zegeye Alebachew Ferede

机构信息

Department of Medical Nursing, School of Nursing, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.

出版信息

Front Glob Womens Health. 2024 Aug 12;5:1420476. doi: 10.3389/fgwh.2024.1420476. eCollection 2024.

DOI:10.3389/fgwh.2024.1420476
PMID:39188537
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11345162/
Abstract

BACKGROUND

The use of long-acting contraceptives is a common health challenge in Ethiopia. Therefore, the current study aimed to assess the determinants of using long-acting contraceptive hot spots in Ethiopia using data from the Ethiopian Mini Demographic and Health Survey for 2019.

METHODS

This study used data from the Ethiopia Mini Demographic and Health Survey 2019 and included a total weighted sample of 8,885 women in the analysis. The geographical variation of long-acting contraceptive usage was initially observed using hot spot analysis. Arc GIS version 10.7 was used for geographically weighted regression. Ordinarily, least squares regression was performed to identify predictors that explain the geographical variation in the use of long-acting contraceptives. Geographic weighted regression was used to predict the hot spot area of long-acting contraceptive methods.

RESULTS

The overall prevalence of long-acting contraceptive utilization use was 6.9% (95% confidence interval: 6.4-7.45). Most of the statistically significant hot spots for long-acting contraceptives were found in lactated areas of the Oromia part of Amhara and Dire Dawa. Primary education, followers of the Muslim religion, marital status, and women with >4 children were the determinants of spatial variation use of hot spot areas for long-acting contraceptive methods.

CONCLUSIONS

A detailed map of long-acting contraceptive use hot spots and their determinants will enable decisions to target their sociodemographic-related predictors of women.

摘要

背景

长效避孕药具的使用是埃塞俄比亚面临的一项常见健康挑战。因此,本研究旨在利用2019年埃塞俄比亚小型人口与健康调查的数据,评估埃塞俄比亚长效避孕药具使用热点地区的影响因素。

方法

本研究使用了2019年埃塞俄比亚小型人口与健康调查的数据,分析中纳入了总共8885名女性的加权样本。首先使用热点分析观察长效避孕药具使用的地理差异。使用Arc GIS 10.7版本进行地理加权回归。通常,采用普通最小二乘法回归来确定解释长效避孕药具使用地理差异的预测因素。使用地理加权回归来预测长效避孕方法的热点地区。

结果

长效避孕药具的总体使用率为6.9%(95%置信区间:6.4 - 7.45)。长效避孕药具在统计学上具有显著意义的热点地区大多位于阿姆哈拉州奥罗米亚地区和德雷达瓦的哺乳期地区。小学教育程度、穆斯林宗教信徒、婚姻状况以及子女数超过4个的女性是长效避孕方法热点地区空间差异使用的决定因素。

结论

长效避孕药具使用热点地区及其决定因素的详细地图将有助于针对与女性社会人口统计学相关的预测因素做出决策。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/34f16f268f9e/fgwh-05-1420476-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/a76d9efaed73/fgwh-05-1420476-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/5bcd1b920f4d/fgwh-05-1420476-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/c51ec3bc0823/fgwh-05-1420476-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/b36f135e804b/fgwh-05-1420476-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/b473cab40fdc/fgwh-05-1420476-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/70ae2d9eacfd/fgwh-05-1420476-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/34f16f268f9e/fgwh-05-1420476-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/a76d9efaed73/fgwh-05-1420476-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/5bcd1b920f4d/fgwh-05-1420476-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/c51ec3bc0823/fgwh-05-1420476-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/b36f135e804b/fgwh-05-1420476-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/b473cab40fdc/fgwh-05-1420476-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/70ae2d9eacfd/fgwh-05-1420476-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bba2/11345162/34f16f268f9e/fgwh-05-1420476-g007.jpg

相似文献

1
Predictors of long-acting contraceptive utilization hot spots in Ethiopia: using geographical weighted regression analysis.埃塞俄比亚长效避孕方法使用热点的预测因素:运用地理加权回归分析
Front Glob Womens Health. 2024 Aug 12;5:1420476. doi: 10.3389/fgwh.2024.1420476. eCollection 2024.
2
Geographic variation and associated factors of long-acting contraceptive use among reproductive-age women in Ethiopia: a multi-level and spatial analysis of Ethiopian Demographic and Health Survey 2016 data.埃塞俄比亚育龄妇女长效避孕措施使用的地域差异及其影响因素:基于 2016 年埃塞俄比亚人口与健康调查数据的多水平和空间分析
Reprod Health. 2021 Jun 10;18(1):122. doi: 10.1186/s12978-021-01171-2.
3
Geographic weighted regression analysis of hot spots of modern contraceptive utilization and its associated factors in Ethiopia.埃塞俄比亚现代避孕方法利用热点的地理加权回归分析及其相关因素。
PLoS One. 2023 Nov 30;18(11):e0288710. doi: 10.1371/journal.pone.0288710. eCollection 2023.
4
Spatial variations and multi-level determinants of modern contraceptive utilization among young women (15-24 years) in Ethiopia: spatial and multi-level analysis of mini-EDHS 2019.埃塞俄比亚年轻女性(15至24岁)现代避孕方法使用情况的空间差异及多层次决定因素:2019年微型埃塞俄比亚人口与健康调查的空间及多层次分析
Contracept Reprod Med. 2023 Apr 10;8(1):26. doi: 10.1186/s40834-023-00224-0.
5
Geospatial variation of exclusive breastfeeding and its determinants among mothers of infants under 6 months in Ethiopia: spatial and geographical weighted regression analysis.埃塞俄比亚 6 个月以下婴儿母亲纯母乳喂养的空间差异及其决定因素:空间和地理加权回归分析。
BMJ Paediatr Open. 2024 Apr 29;8(Suppl 2):e002573. doi: 10.1136/bmjpo-2024-002573.
6
Geographical variation in determinants of high-risk fertility behavior among reproductive age women in Ethiopia using the 2016 demographic and health survey: a geographically weighted regression analysis.利用2016年人口与健康调查对埃塞俄比亚育龄妇女高风险生育行为决定因素的地理差异:地理加权回归分析
Arch Public Health. 2020 Aug 18;78:74. doi: 10.1186/s13690-020-00456-5. eCollection 2020.
7
Application of geographically weighted regression analysis to assess predictors of short birth interval hot spots in Ethiopia.应用地理加权回归分析评估埃塞俄比亚短生育间隔热点的预测因素。
PLoS One. 2020 May 29;15(5):e0233790. doi: 10.1371/journal.pone.0233790. eCollection 2020.
8
Prevalence and Determinants of Contraceptive Utilization among Women in the Reproductive Age Group in Ethiopia.埃塞俄比亚育龄妇女避孕方法的使用情况及决定因素。
J Racial Ethn Health Disparities. 2022 Dec;9(6):2340-2350. doi: 10.1007/s40615-021-01171-9. Epub 2021 Nov 15.
9
Geospatial variations and determinants of contraceptive utilization among married reproductive age women in Ethiopia: spatial and multilevel analysis of Ethiopian Demographic and Health Survey, 2019.埃塞俄比亚已婚育龄妇女避孕措施使用情况的地理空间差异及影响因素:2019年埃塞俄比亚人口与健康调查的空间及多层次分析
Front Glob Womens Health. 2023 Sep 22;4:1151031. doi: 10.3389/fgwh.2023.1151031. eCollection 2023.
10
Spatial variation and geographical weighted regression analysis to explore open defecation practice and its determinants among households in Ethiopia.空间变异与地理加权回归分析探索埃塞俄比亚家庭中露天排便行为及其决定因素。
PLoS One. 2024 Jul 18;19(7):e0307362. doi: 10.1371/journal.pone.0307362. eCollection 2024.

引用本文的文献

1
Examining the low uptake of LARC in Ethiopia: an analysis of individual-level predisposing and enabling factors.审视埃塞俄比亚长效可逆避孕法使用率低的情况:个体层面的诱发因素和促成因素分析
Front Glob Womens Health. 2025 Jun 6;6:1547891. doi: 10.3389/fgwh.2025.1547891. eCollection 2025.

本文引用的文献

1
Geographic weighted regression analysis of hot spots of modern contraceptive utilization and its associated factors in Ethiopia.埃塞俄比亚现代避孕方法利用热点的地理加权回归分析及其相关因素。
PLoS One. 2023 Nov 30;18(11):e0288710. doi: 10.1371/journal.pone.0288710. eCollection 2023.
2
Geospatial variations and determinants of contraceptive utilization among married reproductive age women in Ethiopia: spatial and multilevel analysis of Ethiopian Demographic and Health Survey, 2019.埃塞俄比亚已婚育龄妇女避孕措施使用情况的地理空间差异及影响因素:2019年埃塞俄比亚人口与健康调查的空间及多层次分析
Front Glob Womens Health. 2023 Sep 22;4:1151031. doi: 10.3389/fgwh.2023.1151031. eCollection 2023.
3
Modern contraceptive method utilization and determinant factors among women in Ethiopia: Multinomial logistic regression mini- EDHS-2019 analysis.
埃塞俄比亚女性现代避孕方法的使用情况及其决定因素:2019年埃塞俄比亚微型人口与健康调查的多项逻辑回归分析
Contracept Reprod Med. 2023 Jul 25;8(1):40. doi: 10.1186/s40834-023-00235-x.
4
Modern contraceptive use and associated factors among reproductive-age women in Ethiopia: multilevel analysis evidence from 2019 Ethiopia mini demographic and health survey.现代避孕方法的使用及其相关因素:来自 2019 年埃塞俄比亚迷你人口与健康调查的多水平分析证据。
J Matern Fetal Neonatal Med. 2023 Dec;36(2):2234067. doi: 10.1080/14767058.2023.2234067.
5
Spatial distribution and multilevel analysis of factors associated with long-acting reversible contraceptive use among sexually active women of reproductive age in Nigeria.尼日利亚育龄性活跃女性长效可逆避孕措施使用相关因素的空间分布及多层次分析
Arch Public Health. 2023 Jun 2;81(1):99. doi: 10.1186/s13690-023-01110-6.
6
Spatial variations and multi-level determinants of modern contraceptive utilization among young women (15-24 years) in Ethiopia: spatial and multi-level analysis of mini-EDHS 2019.埃塞俄比亚年轻女性(15至24岁)现代避孕方法使用情况的空间差异及多层次决定因素:2019年微型埃塞俄比亚人口与健康调查的空间及多层次分析
Contracept Reprod Med. 2023 Apr 10;8(1):26. doi: 10.1186/s40834-023-00224-0.
7
Modern contraceptive utilisation and its associated factors among reproductive age women in high fertility regions of Ethiopia: a multilevel analysis of Ethiopia Demographic and Health Survey.现代避孕方法的利用及其在高生育率地区埃塞俄比亚育龄妇女中的相关因素:一项基于埃塞俄比亚人口与健康调查的多层次分析。
BMJ Open. 2023 Feb 14;13(2):e066432. doi: 10.1136/bmjopen-2022-066432.
8
Utilization of long-acting contraceptive methods and associated factors among married women in Farta Woreda, Northwest Ethiopia: a community-based mixed method study.利用长效避孕方法及其在埃塞俄比亚西北部法塔沃雷达地区已婚妇女中的相关因素:一项基于社区的混合方法研究。
BMC Womens Health. 2022 Dec 19;22(1):533. doi: 10.1186/s12905-022-02092-3.
9
Knowledge and practices of modern contraceptives among religious minority (Muslim) women: A cross-sectional study from Southern Nepal.宗教少数群体(穆斯林)妇女对现代避孕药具的知识和实践:来自尼泊尔南部的一项横断面研究。
PLoS One. 2022 Dec 12;17(12):e0278899. doi: 10.1371/journal.pone.0278899. eCollection 2022.
10
Long-acting reversible contraceptives use among adolescent girls and young women in high fertility countries in sub-Saharan Africa.长效可逆避孕措施在撒哈拉以南非洲高生育率国家的少女和年轻妇女中的使用情况。
Reprod Health. 2022 Nov 16;19(1):209. doi: 10.1186/s12978-022-01494-8.