College of Nursing, University of South Carolina, Columbia, USA.
Division of Integrated Health and Policy Research, Institute for Families in Society, University of South Carolina, Columbia, USA.
BMC Health Serv Res. 2020 Oct 27;20(1):980. doi: 10.1186/s12913-020-05826-x.
Patient-Centered Medical Home (PCMH) adoption is an important strategy to help improve primary care quality within Health Resources and Service Administration (HRSA) community health centers (CHC), but evidence of its effect thus far remains mixed. A limitation of previous evaluations has been the inability to account for the proportion of CHC delivery sites that are designated medical homes.
Retrospective cross-sectional study using HRSA Uniform Data System (UDS) and certification files from the National Committee for Quality Assurance (NCQA) and the Joint Commission (JC). Datasets were linked through geocoding and an approximate string-matching algorithm. Predicted probability scores were regressed onto 11 clinical performance measures using 10% increments in site-level designation using beta logistic regression.
The geocoding and approximate string-matching algorithm identified 2615 of the 6851 (41.8%) delivery sites included in the analyses as having been designated through the NCQA and/or JC. In total, 74.7% (n = 777) of the 1039 CHCs that met the inclusion criteria for the analysis managed at least one NCQA- and/or JC-designated site. A proportional increase in site-level designation showed a positive association with adherence scores for the majority of all indicators, but primarily among CHCs that designated at least 50% of its delivery sites. Once this threshold was achieved, there was a stepwise percentage point increase in adherence scores, ranging from 1.9 to 11.8% improvement, depending on the measure.
Geocoding and approximate string-matching techniques offer a more reliable and nuanced approach for monitoring the association between site-level PCMH designation and clinical performance within HRSA's CHC delivery sites. Our findings suggest that transformation does in fact matter, but that it may not appear until half of the delivery sites become designated. There also appears to be a continued stepwise increase in adherence scores once this threshold is achieved.
以患者为中心的医疗之家(PCMH)的采用是帮助改善卫生资源和服务管理局(HRSA)社区卫生中心(CHC)初级保健质量的重要策略,但迄今为止,其效果的证据仍然参差不齐。以前评估的一个限制是无法说明被指定为医疗之家的 CHC 提供场所的比例。
使用 HRSA 统一数据系统(UDS)和来自全国质量保证委员会(NCQA)和联合委员会(JC)的认证文件进行回顾性横断面研究。通过地理编码和近似字符串匹配算法将数据集链接起来。使用贝塔逻辑回归,通过站点级指定的 10%增量,将预测概率得分回归到 11 个临床绩效指标上。
地理编码和近似字符串匹配算法确定了分析中包含的 6851 个交付站点中的 2615 个(41.8%)被 NCQA 和/或 JC 指定。共有 74.7%(n=777)符合分析纳入标准的 1039 个 CHC 管理至少一个 NCQA 和/或 JC 指定的站点。站点级指定的比例增加与大多数指标的依从性评分呈正相关,但主要是在指定其交付站点至少 50%的 CHC 中。一旦达到这个阈值,依从性评分就会逐步提高,根据测量指标,提高幅度从 1.9%到 11.8%不等。
地理编码和近似字符串匹配技术为监测 HRSA 的 CHC 提供场所中站点级 PCMH 指定与临床绩效之间的关联提供了一种更可靠和细致的方法。我们的研究结果表明,转型确实很重要,但可能要到一半的交付站点被指定后才会出现。一旦达到这个阈值,依从性评分似乎还会继续逐步提高。