Opportunistic screening for diabetes mellitus and hypertension in primary care settings of Karnataka, India : few steps forward but still some way to go- Raw Data

印度卡纳塔克邦初级保健机构中针对30岁以上人群的糖尿病和高血压机会性筛查原始数据,包含定量和定性研究数据。

Pracheth Raghuveer; Habeena Shaira; Tanu Anand; Subhashree NandyPracheth Raghuveer; Habeena Shaira; Tanu Anand; Subhashree Nandy
Figshare
2020-03-31 更新
浏览 13
多模态分类early detectionlifestyle diseasesopportunistic screeningoperational researchSORT ITHealth PromotionHealth CareHealth and Community Services
Opportunistic screening for diabetes mellitus and hypertension in primary care settings of Karnataka, India : few steps forward but still some way to go- Raw Data

基本信息

模态
多模态
大小
0.000458382 GB
任务类型
分类
许可
CC BY 4.0
创建/更新时间
2020-03-31
版本
v3

资源简介

Opportunistic screening for diabetes mellitus and hypertension in primary care settings of Karnataka, India : few steps forward but still some way to go- Raw Data

【数据集背景】

项目资助方:International Union Against Tuberculosis and Lung Diseases (The Union)。源站首次发布:2020-03-31。

【数据内容】

源站原始描述:Increasing burden of non-communicable diseases is an important public health concern in developing counties. To address this, the national non-communicable diseases programme was rolled out in India. A thorough understanding of operational issues involved in opportunistic screening of diabetes mellitus (DM) and hypertension (HTN) at primary health facilities is critical in meeting the objectives of this programme. Most of the studies so far have not responded to this need. Our study provides val…

主表 Opportunistic screening DM HTN_OPD spreadsheet.csv 含 14 列、样本前 2000 行结构完整。

主表 Opportunsitic screening DM HTN_NCD spreadsheet.csv 含 17 列、样本前 530 行结构完整。

【数据结构与技术规格】

文件数 18 个,合计 458.38 KB。Opportunistic screening DM HTN_OPD spreadsheet.csv:text/plain,126.75 KB。Opportunistic screening DM HTN_Data Documentation Sheet.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,24.80 KB。Opportunsitic screening DM HTN_NCD spreadsheet.csv:text/plain,40.70 KB。数据集 DOI:10.6084/m9.figshare.12052950.v3。

【主题与分类】

源站学科分类:Public health not elsewhere classified、Health promotion、Health care administration、Health and community services。主题标签:early detection、lifestyle diseases、opportunistic screening、operational research、SORT IT、Public Health and Health Services not elsewhere classified、Health Promotion、Health Care、Health and Community Services。

【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。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。多模态数据适合跨模态对齐、融合建模与联合表征学习方向的研究。

【获取与许可】

源站页面:https://figshare.com/articles/dataset/Opportunistic_screening_for_diabetes_mellitus_and_hypertension_in_primary_care_settings_of_Karnataka_India_few_steps_forward_but_still_some_way_to_go/12052950

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

规范引用:Raghuveer, Pracheth; Anand, Tanu; Tripathy, Jaya Prasad; Nirgude, Abhay Subashrao; Reddy, Mahendra M; Nandy, Subhashree; et al. (2020). Opportunistic screening for diabetes mellitus and hypertension in primary care settings of Karnataka, India : few steps forward but still some way to go- Raw Data.…

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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。

免费样本无法满足模型训练要求?千方提供经三甲医院脱敏、带病理回证与专家标注的商业级专病数据集。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "Opportunistic  screening DM HTN_OPD spreadsheet.csv" "https://ndownloader.figshare.com/files/22148265"
curl -L -o "Opportunistic screening DM HTN_Data Documentation Sheet.docx" "https://ndownloader.figshare.com/files/22148268"
curl -L -o "Opportunsitic screening DM HTN_NCD spreadsheet.csv" "https://ndownloader.figshare.com/files/22148271"
curl -L -o "Focused Group Interview-Patients  4.docx" "https://ndownloader.figshare.com/files/22148340"
curl -L -o "Focused Group Interview-Patients 1.docx" "https://ndownloader.figshare.com/files/22148337"
curl -L -o "Focused Group Interview-Patients 2.docx" "https://ndownloader.figshare.com/files/22148343"
curl -L -o "Focused Group Interview-Patients 3.docx" "https://ndownloader.figshare.com/files/22148346"
curl -L -o "Focused Group Interview-Patients 5.docx" "https://ndownloader.figshare.com/files/22148349"

文件清单

  • Opportunistic screening DM HTN_OPD spreadsheet.csv(126.75 KB)
  • Opportunistic screening DM HTN_Data Documentation Sheet.docx(24.80 KB)
  • Opportunsitic screening DM HTN_NCD spreadsheet.csv(40.70 KB)
  • Focused Group Interview-Patients 4.docx(18.24 KB)
  • Focused Group Interview-Patients 1.docx(18.21 KB)
  • Focused Group Interview-Patients 2.docx(22.75 KB)
  • Focused Group Interview-Patients 3.docx(16.29 KB)
  • Focused Group Interview-Patients 5.docx(16.80 KB)
  • Key Informant Interview-Lab Techncian 2.docx(18.02 KB)
  • Key Informant Interview-Lab Technician 1.docx(15.54 KB)
  • Key Informant Interview-Medical Officer 1.docx(16.13 KB)
  • Key Informant Interview-Medical Officer 2.docx(16.91 KB)
  • Key Informant Interview-Medical Officer 3.docx(16.97 KB)
  • Key Informant Interview-Programme Coordinator.docx(23.74 KB)
  • Key Informant Interview-Staff Nurse 1.docx(15.88 KB)
  • Key Informant Interview-Staff Nurse 2.docx(16.42 KB)
  • Key Informant Interview-Staff Nurse 3.docx(18.84 KB)
  • Key Informant Interview-Staff Nurse 4.docx(15.41 KB)

文件总体积 458.38 KB(源站 API 实测)。

数据说明

Increasing burden
of non-communicable diseases is an important public health concern in developing
counties. To address this, the national non-communicable diseases programme was
rolled out in India. A thorough understanding
of operational issues involved in opportunistic screening of diabetes mellitus (DM) and
hypertension (HTN) at primary health facilities is critical in meeting the objectives
of this programme. Most of the studies so far have not responded to this need.
Our study provides valuable insights regarding this which will guide the
programme managers to take corrective measures.The objective was to determine the number and proportion eligible for screening, number screened, diagnosed and treated for DM and HTN among persons aged ≥30 years in two selected primary health centres (PHCs) in Dakshina Kannada district, Karnataka, India during March-May 2019 and to explore the enablers and barriers in the implementation of screening from the perspective of the health care providers (HCPs) and beneficiaries . This was a sequential explanatory mixed-methods study with a quantitative (cohort design) and a descriptive qualitative component (in-depth interviews and focus group discussions) with HCPs and persons seeking care. Those that were not known DM/HTN and not screened for DM/HTN in one year were used to estimate persons eligible for screening.
This consists of the raw data sheets of the study and includes the de-identified participant results from the quantitative study and the de-identified transcripts from the focused group discussions and key informant interviews. I

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.12052950.v3(source: https://figshare.com/articles/dataset/Opportunistic_screening_for_diabetes_mellitus_and_hypertension_in_primary_care_settings_of_Karnataka_India_few_steps_forward_but_still_some_way_to_go/12052950)。

需要用于商业化训练或医疗器械注册(NMPA/FDA)?

公开数据往往缺乏完整的病理回证与专家标注。千方医数集依托陕川双基地与超十家三甲医院直连,提供完全合规、去标识化、支持注册级质控的专病数据集交易服务。