低收入国家同伴主导的糖尿病自我管理与支持：马里ST2EP随机对照试验

数据集获取（Figshare）

• 源站标题：Structured peer-led diabetes self-management and support in a low-income country: The ST2EP randomised controlled trial in Mali
• DOI：10.1371/journal.pone.0191262
• 发布日期：2018-01-22
• 文件数：4 个
• 文件总体积：2.84 MB
• 源站页面：https://plos.figshare.com/articles/dataset/Structured_peer-led_diabetes_self-management_and_support_in_a_low-income_country_The_ST2EP_randomised_controlled_trial_in_Mali/5810574

命令行下载

curl -L -o "S1 File.doc" "https://ndownloader.figshare.com/files/10276599"
curl -L -o "S2 File.zip" "https://ndownloader.figshare.com/files/10276611"
curl -L -o "S3 File.doc" "https://ndownloader.figshare.com/files/10276620"
curl -L -o "S4 File.doc" "https://ndownloader.figshare.com/files/10276626"

文件清单

• S1 File.doc（96.77 KB）
• S2 File.zip（2.44 MB）
• S3 File.doc（223.74 KB）
• S4 File.doc（78.34 KB）

文件总体积 2.84 MB（源站 API 实测）。

数据加载示例（图像类）

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

Objectives
Our objective was to evaluate the effectiveness of peer-led self-management education in improving glycaemic control in patients with type 2 diabetes in a low-income country (Mali).
Methods
We conducted an open-label randomised controlled trial. A total of 151 adults (76% women, mean age 52.5) with type 2 diabetes (HbA1c≥8%), treated in the diabetes consultation units of two secondary health centres in Bamako, were allocated to peer-led structured patient education (n = 76) or conventional care alone (n = 75). The intervention group received 1 year of culturally tailored structured patient education (3 courses of 4 sessions) delivered in the community by five trained peer educators. Both groups underwent conventional diabetes monitoring and follow-up. Primary outcome was the mean absolute change in HbA1c from baseline to 12 months.
Results
177 education sessions were delivered to the intervention group. Patient attrition was 8%. From baseline to 12 months, the decrease in HbA1c levels was 1.05% (SD = 2.0; CI95%: 1.54;-0.56) in the intervention group compared with 0.15% (SD = 1.7; CI95%: -0.56; 0.26) in the control group, p = 0.006. Mean BMI change was -1.65 kg/m2 (SD = 2.5; CI95%: -2.25; -1.06) in the intervention group and +0.05 kg/m2 (SD = 3.2; CI95%: -0.71; 0.81) in the control group, p = 0.0005. Mean waist circumference decreased by 3.34 cm (SD = 9.3; CI95%: -5.56;-1.13) in the intervention group and increased by 2.65 cm (SD = 10.3; CI95%: 0.20; 5.09) in the control group, p = 0.0003.
Conclusions
Peer-led structured patient education delivered over 1 year to patients with poorly controlled type 2 diabetes in Mali yielded substantial improvements in glycaemic control and anthropometric parameters. This is of importance for the scaling up of efficient interventions in low-resource settings in the future.
Trial registration
ClinicalTrials.gov NCT01485913

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0191262（source: https://plos.figshare.com/articles/dataset/Structured_peer-led_diabetes_self-management_and_support_in_a_low-income_country_The_ST2EP_randomised_controlled_trial_in_Mali/5810574）。