Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
J Gen Intern Med. 2018 Oct;33(10):1729-1737. doi: 10.1007/s11606-018-4560-1. Epub 2018 Aug 3.
Use of breast cancer screening is influenced by factors associated with patients, primary care providers, practices, and health systems.
We examined the relative effects of these nested levels on four breast cancer screening metrics.
A web-based survey was completed at 15 primary care practices within two health systems representing 306 primary care providers (PCPs) serving 46,944 women with a primary care visit between 1/2011-9/2014. Analyses occurred between 1/2017 and 5/2017.
Across four nested levels (patient, PCP, primary care practice, and health system), frequency distributions and adjusted rates of primary care practice characteristics and survey results for four breast screening metrics (percent screened overall, and percent screened age 40-49, 50-74, and 75+) were reported. We used hierarchical multi-level mixed and random effects analysis to assess the relative influences of PCP, primary care practice, and health system on the breast screening metrics.
Overall, the proportion of women undergoing breast cancer screening was 73.1% (73.4% for ages 40-49, 76.5% for 50-74, and 51.1% for 75+). Patient ethnicity and number of primary care visits were strongly associated with screening rates. After adjusting for woman-level factors, 24% of the overall variation among PCPs was attributable to the primary care practice level, 35% to the health system level, and 41% to the residual variation among PCPs within practice. No specific provider-level characteristics were found to be statistically significant determinants of screening rates.
After accounting for woman-level characteristics, the remaining variation in breast cancer screening was largely due to provider and health system variation.
乳腺癌筛查的应用受到与患者、初级保健提供者、实践和卫生系统相关的因素的影响。
我们研究了这些嵌套水平对四项乳腺癌筛查指标的相对影响。
在两个卫生系统的 15 个初级保健诊所进行了一项基于网络的调查,该调查代表了在 2011 年 1 月至 2014 年 9 月期间有初级保健就诊的 46944 名女性的 306 名初级保健提供者 (PCP)。分析于 2017 年 1 月至 5 月进行。
在四个嵌套水平(患者、PCP、初级保健实践和卫生系统)上,报告了初级保健实践特征和四项乳房筛查指标(总体筛查率以及年龄在 40-49 岁、50-74 岁和 75+岁的筛查率)的调查结果的频率分布和调整率。我们使用分层多水平混合和随机效应分析来评估 PCP、初级保健实践和卫生系统对乳房筛查指标的相对影响。
总体而言,进行乳腺癌筛查的女性比例为 73.1%(40-49 岁年龄组为 73.4%,50-74 岁年龄组为 76.5%,75+岁年龄组为 51.1%)。患者种族和初级保健就诊次数与筛查率密切相关。在调整了女性水平因素后,PCP 之间的总体差异有 24%归因于初级保健实践水平,35%归因于卫生系统水平,41%归因于 PCP 之间的剩余差异。没有发现特定的提供者水平特征是筛查率的统计学显著决定因素。
在考虑到女性水平特征后,乳腺癌筛查的剩余差异主要归因于提供者和卫生系统的差异。