安全网医院初级保健丙肝治疗项目预约出勤财务激励数据集

数据集获取（Figshare）

• 源站标题：A financial incentive program to improve appointment attendance at a safety-net hospital-based primary care hepatitis C treatment program
• DOI：10.6084/m9.figshare.10022747.v1
• 发布日期：2020-02-11
• 源站页面：https://figshare.com/articles/dataset/A_financial_incentive_program_to_improve_appointment_attendance_at_a_safety-net_hospital-based_primary_care_hepatitis_C_treatment_program/10022747

源站：https://figshare.com/articles/A_financial_incentive_program_to_improve_appointment_attendance_at_a_safety-net_hospital-based_primary_care_hepatitis_C_treatment_program/10022747/1

按页面 Download 按钮获取。

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

Introduction: Hepatitis C (HCV) infection is a significant
health threat, with increasing incidence rates in the setting of the opioid
crisis. Many patients miss appointments
and cannot initiate treatment. We implemented financial incentives to
improve appointment attendance in a primary care-based HCV treatment setting.

Methods: We conducted a systems-level
financial incentives intervention at the Adult Primary Care HCV Treatment Program at Boston
Medical Center which provides care to many patients with substance use
disorders. From
April 1 to June 30, 2017, we provided a $15 gift card to patients who attended appointments with an HCV
treatment provider. We evaluated the
effectiveness of the incentives by 1) conducting a monthly interrupted time series analysis to assess trends in
attendance January 2016 - September 2017; and 2) comparing the proportion of
attended appointments during the intervention to a historical comparison group
in the previous year, April 1 to June 30, 2016.

Results: 327 visits were
scheduled over the study period; 198 during the intervention and 129 during the
control period. Of patient visits in the intervention group, 72.7% were attended
relative to 61.2% of comparison group visits (p=0.03). Appointments
in the intervention group were more likely to be attended (adjusted odds ratio 1.94,
95% confidence interval 1.16-3.24). Interrupted time
series analysis showed that the
intervention was associated with an average increase of 15.4 attended visits
per 100 appointments scheduled, compared to the period prior to the
intervention (p=0.01).

Conclusions: Implementation of a financial incentive
program was associated with improved appointment attendance at a safety-net
hospital-based primary care HCV treatment program. A randomized trial to establish efficacy and
broader implementation potential is warranted.

许可

CC0

引用

学术使用请引用 DOI 10.6084/m9.figshare.10022747.v1（source: https://figshare.com/articles/dataset/A_financial_incentive_program_to_improve_appointment_attendance_at_a_safety-net_hospital-based_primary_care_hepatitis_C_treatment_program/10022747）。