癌症护理支付改革与护理模型系统综述数据集

数据集获取（Figshare）

• 源站标题：The impact of provider payment reforms and associated care delivery models on cost and quality in cancer care: A systematic literature review
• DOI：10.1371/journal.pone.0214382
• 发布日期：2019-04-05
• 文件数：5 个
• 文件总体积：95.34 KB
• 源站页面：https://plos.figshare.com/articles/dataset/The_impact_of_provider_payment_reforms_and_associated_care_delivery_models_on_cost_and_quality_in_cancer_care_A_systematic_literature_review/7959941

命令行下载

curl -L -o "pone.0214382.s001.docx" "https://ndownloader.figshare.com/files/14815526"
curl -L -o "pone.0214382.s002.docx" "https://ndownloader.figshare.com/files/14815529"
curl -L -o "pone.0214382.s003.docx" "https://ndownloader.figshare.com/files/14815532"
curl -L -o "pone.0214382.s004.docx" "https://ndownloader.figshare.com/files/14815538"
curl -L -o "pone.0214382.s005.docx" "https://ndownloader.figshare.com/files/14815544"

文件清单

• pone.0214382.s001.docx（23.84 KB）
• pone.0214382.s002.docx（16.64 KB）
• pone.0214382.s003.docx（15.90 KB）
• pone.0214382.s004.docx（17.96 KB）
• pone.0214382.s005.docx（21.00 KB）

文件总体积 95.34 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

Objectives
To investigate the impact of provider payment reforms and associated care delivery models on cost and quality in cancer care.
Methods
Data sources/study setting: Review of English-language literature published in PubMed, Embase and Cochrane library (2007–2019).
Study design: We performed a systematic literature review (SLR) to identify the impact of cancer care reforms. Primary endpoints were resource use, cost, quality of care, and clinical outcomes.
Data collection/extraction methods: For each study, we extracted and categorized comparative data on the impact of policy reforms. Given the heterogeneity in patients, interventions and outcome measures, we did a qualitative synthesis rather than a meta-analysis.
Results
Of the 26 included studies, seven evaluations were in fact qualified as quasi experimental designs in retrospect. Alternative payment models were significantly associated with reduction in resource use and cost in cancer care. Across the seventeen studies reporting data on the implicit payment reforms through care coordination, the adoption of clinical pathways was found effective in reduction of unnecessary use of low value services and associated costs. The estimates of all measures in ACO models varied considerably across participating providers, and our review found a rather mixed impact on cancer care outcomes.
Conclusion
The findings suggest promising improvement in resource utilization and cost control after transition to prospective payment models, but, further primary research is needed to apply robust measures of performance and quality to better ensure that providers are delivering high-value care to their patients, while reducing the cost of care.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0214382（source: https://plos.figshare.com/articles/dataset/The_impact_of_provider_payment_reforms_and_associated_care_delivery_models_on_cost_and_quality_in_cancer_care_A_systematic_literature_review/7959941）。