严重精神疾病患者健康指标激励效果研究数据集

数据集获取（Figshare）

• 源站标题：Mixed effects logistic regression (whole sample).
• DOI：10.1371/journal.pmen.0000185.t001
• 发布日期：2025-05-30
• 文件数：1 个
• 文件总体积：5.63 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Mixed_effects_logistic_regression_whole_sample_/29200156

命令行下载

curl -L -o "Table 1.xls" "https://ndownloader.figshare.com/files/54999256"

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

The Quality-of-Care Framework (QOF) aims to improve patient care for at risk groups through financial incentivisation. This study assesses the effect of changes in incentivisation of four health indicators for people with severe mental illness (SMI) on their recording versus controls. 9,250 patients with SMI aged >18 from South London and 12,729 controls were included using linked primary and mental healthcare records between 2006–2020. Mixed effect logistic regression controlling for age, gender, and neighbourhood deprivation estimated effects of incentivisation on health indicators in SMI and controls, and compared periods with/without incentivisation within the SMI sample and between SMI diagnostic groups. SMI patients overall were more likely than controls to be checked for all health indicators, and incentivisation was associated with increases in all screening measures in SMI compared to controls. In SMI patients, compared to pre-incentivisation, the likelihood of being checked increased overall (ranging from OR = 1.48 p p p < .001). Impacts were similar across SMI categories. While primary care financial incentivisation is associated with improved health screening in adults with SMI, its duration can impact quality of care, raising concerns over health inequalities in people with SMI and on the effectiveness of incentivised performance in healthcare.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pmen.0000185.t001（source: https://plos.figshare.com/articles/dataset/Mixed_effects_logistic_regression_whole_sample_/29200156）。