首次寻求治疗地点

包含肯尼亚三个县居民对疟疾社区病例管理服务利用情况的定量与定性数据,用于分析促进因素和障碍。

Figshare
2025-08-21 更新
浏览 25
表格, 文本utilize rapid testsmixed methods approachfunctional referral systemsectional study employedhealth management teamsevidence suggests ccmmcommunity health assistantsrespondents considered chvskenya </ peffectiveness remain unaddressedccmm included sensitizationccmm included myths
First point of treatment-seeking.

基本信息

模态
表格, 文本
大小
0.000005632 GB
许可
CC BY 4.0
创建/更新时间
2025-08-21
版本
v1

资源简介

首次寻求治疗地点

【数据集背景】

本数据集源站标题为《First point of treatment-seeking.》。源站首次发布:2025-08-21。

【数据内容】

源站原始描述:Background Community Case management of malaria (CCMm) is a strategy used in malaria-endemic areas to reduce malaria morbidity and mortality. CCMm involves providing malaria diagnosis and treatment within the community by trained community health volunteers (CHVs). While evidence suggests CCMm is effective in combating the disease burden at the community level, it isn’t without challenges. This study assesses facilitators of and barriers to uptake of CCMm. Methods This cross-sectional study empl…

【数据结构与技术规格】

文件数 1 个,合计 5.63 KB。Table 8.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pone.0329709.t008。

【主题与分类】

源站学科分类:Cancer、Infectious Diseases、Computational Biology。主题标签:utilize rapid tests、mixed methods approach、functional referral system、sectional study employed、health management teams、evidence suggests ccmm、community health assistants、respondents considered chvs、kenya </ p、effectiveness remain unaddressed。

【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/First_point_of_treatment-seeking_/29962389

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

规范引用:Lumumba, Sheila; Luciani, Albino; Sifuma, Bryson; Kinyua, Dennis; Gikunda, George; Ogutu, Norah; et al. (2025). First point of treatment-seeking.. PLOS ONE. Dataset

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

帮我联系

下载信息

注册下载

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。

暂未开放

公开下载

无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。

免登录

有偿下载

公开数据集受托下载与技术交付服务。

提供高速下载与技术交付服务(收技术服务费,非数据销售)

暂未开放

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 8.xls" "https://ndownloader.figshare.com/files/57345843"

文件清单

  • Table 8.xls(5.63 KB)

文件总体积 5.63 KB(源站 API 实测)。

数据说明

Background
Community Case management of malaria (CCMm) is a strategy used in malaria-endemic areas to reduce malaria morbidity and mortality. CCMm involves providing malaria diagnosis and treatment within the community by trained community health volunteers (CHVs). While evidence suggests CCMm is effective in combating the disease burden at the community level, it isn’t without challenges. This study assesses facilitators of and barriers to uptake of CCMm.
Methods
This cross-sectional study employed a mixed methods approach. Quantitative data was collected using a household questionnaire targeting 528 participants, while qualitative data was collected using 4 focused group discussions and 20 key informant interviews. Quantitative data was cleaned, coded, and analyzed using STATA version 14. Qualitative data was transcribed, and the data was analyzed using NVIVO version 10.
Results
The study found that 72% of households had received a service on Malaria, and this was consistent across all counties (Busia 75%, Homabay 72%, Kakamega 71%). 62% of respondents considered CHVs a regular source of healthcare, with approximately 85% of the population being satisfied with the services offered by CHVs. Key initiatives that improved the effectiveness of CCMm included sensitization on malaria causes and preventive measures, training of CHVs on the management of malaria, and empowerment of CHVs who can utilize rapid tests to diagnose malaria at the household level.
The facilitators of CCMm included the availability of malaria commodities, a functional referral system, and support supervision from the Community Health Assistants (CHA) and Health Management Teams. Barriers that hindered the implementation of CCMm included myths and misconceptions surrounding the use of mosquito nets, stock outs of malaria commodities such as the Malaria Rapid Diagnostic Test (mRDT) kits and antimalarials, and inaccessible roads into the communities.
Conclusion
In spite of great strides in CCMm initiatives to reduce malaria-related Morbidity and mortality, some of the barriers underpinning its effectiveness remain unaddressed. Continuous training for CHVs, sustained availability of commodities f

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0329709.t008(source: https://plos.figshare.com/articles/dataset/First_point_of_treatment-seeking_/29962389)。

数据缺失?

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。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

获取专属数据定制方案