Hartmann Christine W, Shwartz Michael, Zhao Shibei, Palmer Jennifer A, Berlowitz Dan R
Center for Healthcare Organization and Implementation Research, Bedford Veterans Affairs Medical Center, Bedford, Massachusetts.
Department of Health Law, Policy, and Management, School of Public Health, Boston University, Boston, Massachusetts.
J Am Geriatr Soc. 2016 Jan;64(1):151-5. doi: 10.1111/jgs.13879.
To examine facility-level pressure ulcer (PrU) development rates and variations in these rates after a system-wide adoption of culture change in Veterans Health Administration (VHA) nursing homes.
Four-year retrospective longitudinal design.
VHA facilities (N=109) representing 132 nursing homes known as community living centers (CLCs).
VHA nursing home residents.
PrUs were identified using fiscal year (FY) 2008-11 Minimum Data Set (MDS) data. PrU development was defined as a Stage 2 or larger PrU on an MDS assessment with no PrU on the previous assessment. A risk adjustment model was developed using 105,274 MDS observations to predict the likelihood of PrUs (c-statistic=0.72). A Bayesian hierarchical model that adjusted for differences in the precision of PrU rates from different-size facilities was used to calculate smoothed risk-adjusted (SRA) rates for each facility. The statistical significance of the trend over the 4 years was determined by examining the 95% interval estimate for the slope.
Over the 4-year period, the beginning of which coincided with the VHA's system-wide adoption of culture change as a performance measure, median SRA facility PrU development rates were fairly consistent at approximately 4%. The range in SRA rates declined over the years, from a 14.8-percentage point spread to 10.1-percentage point spread. Some facilities had significantly improving SRA rates (e.g., declined steadily from 5.5% to 3.9%) and some had significantly worsening SRA rates (e.g., increased steadily from 5.1% to 7.9%). Seven sites had significantly improving rates (P<.001) that were below the median across all 4 years.
A system-wide culture change implementation did not affect CLC PrU development rates, but there was significant variation in facility rates, and some facilities had sustained high performance.
研究退伍军人健康管理局(VHA)疗养院在全系统采用文化变革后,机构层面压力性损伤(PrU)的发生率及其变化情况。
四年回顾性纵向设计。
代表132家疗养院的VHA机构(N = 109),这些疗养院被称为社区生活中心(CLC)。
VHA疗养院居民。
使用2008 - 2011财年最小数据集(MDS)数据识别PrU。PrU的发生定义为在MDS评估中出现2期或更严重的PrU,且前一次评估中没有PrU。利用105,274条MDS观察数据建立风险调整模型,以预测PrU的发生可能性(c统计量 = 0.72)。采用贝叶斯分层模型,对不同规模机构PrU发生率的精度差异进行调整,计算每个机构的平滑风险调整(SRA)率。通过检查斜率的95%区间估计来确定4年期间趋势的统计学显著性。
在这4年期间,开始时间与VHA全系统采用文化变革作为一项绩效指标的时间一致,机构SRA PrU发生率中位数相当稳定,约为4%。多年来SRA率的范围有所下降,从14.8个百分点的差距降至10.1个百分点的差距。一些机构的SRA率显著改善(例如,从5.5%稳步下降至3.9%),一些机构的SRA率则显著恶化(例如,从5.1%稳步上升至7.9%)。7个机构的发生率显著改善(P <.001),且在所有4年中均低于中位数。
全系统实施文化变革并未影响CLC的PrU发生率,但各机构发生率存在显著差异,一些机构保持了较高的绩效。