参与者和机构人口统计数据(n=132)

肯尼亚西部132名医疗提供者的调查数据,涵盖产科急诊知识和设施资源。

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2023-12-15 更新
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表格linear mixed modeldetermine factors associatedavailable less frequentlyabortion services existproviders answered 71providers &# 8217determine provider knowledgeclinical knowledge acrosschild health servicesprovider clinical knowledgeassess clinical knowledgemch emergencies exist
Participant and facility demographics (N = 132)

基本信息

模态
表格
大小
0.000005632 GB
许可
CC BY 4.0
创建/更新时间
2023-12-15
版本
v1

资源简介

参与者和机构人口统计数据(n=132)

【数据集背景】

本数据集源站标题为《Participant and facility demographics (N = 132).》。源站首次发布:2023-12-15。

【数据内容】

源站原始描述:High rates of maternal and neonatal morbidity and mortality in Kenya may be influenced by provider training and knowledge in emergency obstetric and neonatal care in addition to availability of supplies necessary for this care. While post-abortion care is a key aspect of life-saving maternal health care, no validated questionnaires have been published on provider clinical knowledge in this arena. Our aim was to determine provider knowledge of maternal-child health (MCH) emergencies (post-abortio…

【数据结构与技术规格】

文件数 1 个,合计 5.63 KB。Table 1.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pgph.0002695.t001。

【主题与分类】

源站学科分类:Medicine、Cell Biology、Biotechnology、Sociology、Biological Sciences not elsewhere classified、Information Systems not elsewhere classified。主题标签:linear mixed model、determine factors associated、available less frequently、abortion services exist、providers answered 71、providers &# 8217、determine provider knowledge、clinical knowledge across、child health services、provider clinical knowledge。

【适用方向】

结构化表格数据可直接用于统计建模、特征工程与队列分析。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/Participant_and_facility_demographics_N_132_/24841312

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Hagey, Jill M.; Oketch, Sandra Y.; Weber, Jeremy M.; Pieper, Carl F.; Huchko, Megan J. (2023). Participant and facility demographics (N = 132).. PLOS Global Public Health. Dataset

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陕川双基地 × 超十家三甲医院直连

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下载信息

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需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

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当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "Table 1.xls" "https://ndownloader.figshare.com/files/43689631"

文件清单

  • Table 1.xls(5.63 KB)

文件总体积 5.63 KB(源站 API 实测)。

数据说明

High rates of maternal and neonatal morbidity and mortality in Kenya may be influenced by provider training and knowledge in emergency obstetric and neonatal care in addition to availability of supplies necessary for this care. While post-abortion care is a key aspect of life-saving maternal health care, no validated questionnaires have been published on provider clinical knowledge in this arena. Our aim was to determine provider knowledge of maternal-child health (MCH) emergencies (post-abortion care, pre-eclampsia, postpartum hemorrhage, neonatal resuscitation) and determine factors associated with clinical knowledge. Our secondary aim was to pilot a case-based questionnaire on post-abortion care. We conducted a cross-sectional survey of providers at health facilities in western Kenya providing maternity services. Providers estimated facility capacity through perceived availability of both general and specialized supplies. Providers reported training on the MCH topics and completed case-based questions to assess clinical knowledge. Knowledge was compared between topics using a linear mixed model. Multivariable models identified variables associated with scores by topic. 132 providers at 37 facilities were interviewed. All facilities had access to general supplies at least sometime while specialized supplies were available less frequently. While only 56.8% of providers reported training on post-abortion care, more than 80% reported training on pre-eclampsia, postpartum hemorrhage, and neonatal resuscitation. Providers’ clinical knowledge across all topics was low (mean score of 63.3%), with significant differences in scores by topic area. Despite less formal training in the subject area, providers answered 71.6% (SD 16.7%) questions correctly on post-abortion care. Gaps in supply availability, training, and clinical knowledge on MCH emergencies exist. Increasing training on MCH topics may decrease pregnancy and postpartum complications. Further, validated tools to assess knowledge in post-abortion care should be created, particularly in sub-Saharan Africa where legal restrictions on abortion services exist and many abortions are performed in unsafe settings.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pgph.0002695.t001(source: https://plos.figshare.com/articles/dataset/Participant_and_facility_demographics_N_132_/24841312)。

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依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。

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