Department of Health Sciences, University of Leicester, Leicester, UK.
Department of Cardiovascular Sciences, University of Leicester, Leicester, UK.
Nephrol Dial Transplant. 2022 Nov 23;37(12):2538-2554. doi: 10.1093/ndt/gfac170.
Haemodialysis (HD) treatment causes a significant decrease in quality of life (QoL). When enrolled in a clinical trial, some patients are lost prior to follow-up because they die or they receive a kidney transplant. It is unclear how these patients are dealt with in the analysis of QoL data. There are questions surrounding the consistency of how QoL measures are used, reported and analysed.
A systematic search of electronic databases for trials measuring QoL in HD patients using any variation of the Kidney Disease Quality of Life (KDQoL) Questionnaire was conducted. The review was conducted in Covidence version 2. Quantitative analysis was conducted in Stata version 16.
We included 61 trials in the review, of which 82% reported dropouts. The methods to account for missing data due to dropouts include imputation (7%) and complete case analysis (72%). Few trials (7%) conducted a sensitivity analysis to assess the impact of missing data on the study results. Single imputation techniques were used, but are only valid under strong assumptions regarding the type and pattern of missingness. There was inconsistency in the reporting of the KDQoL, with many articles (70%) amending the validated questionnaires or reporting only statistically significant results.
Missing data are not dealt with according to the missing data mechanism, which may lead to biased results. Inconsistency in the use of patient-reported outcome measures raises questions about the validity of these trials. Methodological issues in nephrology trials could be a contributing factor to why there are limited effective interventions to improve QoL in this patient group.
CRD42020223869.
血液透析(HD)治疗会显著降低生活质量(QoL)。在参加临床试验时,由于患者死亡或接受肾移植,一些患者在随访前就已经失访。目前尚不清楚如何在 QoL 数据分析中处理这些患者。关于 QoL 测量的使用、报告和分析方法的一致性存在疑问。
系统检索电子数据库,以查找使用任何 KDQoL 问卷变体测量 HD 患者 QoL 的试验。审查在 Covidence 版本 2 中进行,定量分析在 Stata 版本 16 中进行。
我们纳入了 61 项审查试验,其中 82%报告了失访。因失访而处理缺失数据的方法包括插补(7%)和完全病例分析(72%)。少数试验(7%)进行了敏感性分析,以评估缺失数据对研究结果的影响。虽然使用了单值插补技术,但这些技术仅在缺失数据的类型和模式符合强假设时有效。KDQoL 的报告不一致,许多文章(70%)修改了经过验证的问卷或仅报告有统计学意义的结果。
缺失数据未按照缺失数据机制进行处理,这可能导致结果存在偏差。患者报告结局测量的使用不一致,对这些试验的有效性提出了质疑。肾病学试验中的方法学问题可能是导致该患者群体中改善 QoL 的有效干预措施有限的一个因素。
PROSPERO 注册号:CRD42020223869。