School of Health and Related Research, University of Sheffield, UK.
Nephron Clin Pract. 2012;120 Suppl 1:c247-60. doi: 10.1159/000342857. Epub 2012 Sep 1.
Missing data has hampered the comprehensive and inclusive reporting of adjusted outcomes for patients on renal replacement therapy (RRT) captured by the UK Renal Registry (UKRR). Furthermore the information collected by the UKRR does not currently include morbidity after starting RRT, details on hospital admission rates or location of death. Linking datasets offers the opportunity to enhance existing data and describe new measures of centre performance.
21,633 incident patients, starting RRT between 2002 and 2006, were linked to all hospital care recorded by the Hospital Episode Statistics (HES) database and Office of National Statistics (ONS) mortality data using a secure anonymised service. Comorbidity prior to admission was determined from ICD10 coded HES admission diagnoses before the start of RRT, along with missing data on ethnicity and socioeconomic status. Location of death was determined by comparing the ONS and UKRR date of death to concurrent hospitalisations from HES.
290,443 admissions, 2.2 million haemodialysis attendances, 1.5 million outpatient attendances and 11,546 ONS deaths were returned for this cohort. Coding depth improved over time and varied between centres. Following linkage 21,271 patients were suitable for analysis, with improvements in ethnicity completeness (75.5% to 98.9%) and socioeconomic status (72.0% to 98.6%). Comorbidity improved substantially from 53.7% to 98.1% with 93% concordance in those with UKRR data. Mean comorbid scores between centres was similar (0.73-1.14) but variation in the proportion of admissions under nephrology in the first 12 months and the location of death between centres was noted, suggesting differing policies, practices and coding methods.
Linking routine healthcare datasets with a national registry has dramatically reduced missing data and enables reporting of additional comprehensively adjusted measures of performance that allow more robust comparisons between centres. Hospitalisation frequency and associated mortality can be described in much greater detail. Linking routine datasets to national audits and registries represents an achievable, cost-effective and illuminating new way to evaluate services such as renal replacement therapy in the English NHS.
英国肾脏注册处(UKRR)所收录的接受肾脏替代治疗(RRT)患者的调整后结局综合全面报告因数据缺失而受阻。此外,UKRR 目前收集的信息不包括开始 RRT 后的发病率、住院率或死亡地点的详细信息。数据集的链接提供了增强现有数据和描述新的中心绩效衡量指标的机会。
通过使用安全的匿名服务,将 2002 年至 2006 年间开始接受 RRT 的 21633 名发病患者与医院病例统计(HES)数据库和国家统计局(ONS)死亡率数据中记录的所有医院护理相关联。在开始 RRT 之前,根据 ICD10 编码的 HES 入院诊断确定入院前的合并症,同时还记录了种族和社会经济地位的缺失数据。通过将 ONS 和 UKRR 的死亡日期与 HES 的同期住院情况进行比较,确定死亡地点。
为该队列返回了 290443 次入院、220 万次血液透析就诊、150 万次门诊就诊和 11546 次 ONS 死亡。随着时间的推移,编码深度不断提高,并且在中心之间存在差异。链接后,有 21271 名患者适合进行分析,种族完整性得到了改善(从 75.5%提高到 98.9%),社会经济地位也得到了改善(从 72.0%提高到 98.6%)。合并症的情况也有了显著改善,从 53.7%提高到 98.1%,而在有 UKRR 数据的患者中,有 93%的患者具有一致性。中心之间的平均合并症评分相似(0.73-1.14),但在第一个 12 个月内接受肾脏科治疗的入院比例和死亡地点的中心之间存在差异,表明存在不同的政策、实践和编码方法。
将常规医疗保健数据集与国家注册处链接,大大减少了数据缺失,并能够报告更多全面调整的绩效衡量指标,从而使中心之间的比较更加稳健。可以更详细地描述住院频率和相关死亡率。将常规数据集链接到国家审计和注册处是一种可行、具有成本效益且富有启发性的新方法,可以评估英国国民保健制度中的肾脏替代治疗等服务。