Department of Nursing, The College of Human and Health Sciences, Swansea University, Singleton Park, Swansea, Wales, United Kingdom.
PLoS One. 2013 Jul 9;8(7):e67912. doi: 10.1371/journal.pone.0067912. Print 2013.
The vulnerability of clinical trials to volunteer bias is under-reported. Volunteer bias is systematic error due to differences between those who choose to participate in studies and those who do not.
This paper extends the applications of the concept of volunteer bias by using data from a trial of probiotic supplementation for childhood atopy in healthy dyads to explore 1) differences between a) trial participants and aggregated data from publicly available databases b) participants and non-participants as the trial progressed 2) impact on trial findings of weighting data according to deprivation (Townsend) fifths in the sample and target populations. 1) a) Recruits (n = 454) were less deprived than the target population, matched for area of residence and delivery dates (n = 6,893) (mean [SD] deprivation scores 0.09[4.21] and 0.79[4.08], t = 3.44, df = 511, p<0.001). b) i) As the trial progressed, representation of the most deprived decreased. These participants and smokers were less likely to be retained at 6 months (n = 430[95%]) (OR 0.29,0.13-0.67 and 0.20,0.09-0.46), and 2 years (n = 380[84%]) (aOR 0.68,0.50-0.93 and 0.55,0.28-1.09), and consent to infant blood sample donation (n = 220[48%]) (aOR 0.72,0.57-0.92 and 0.43,0.22-0.83). ii) Mothers interested in probiotics or research or reporting infants' adverse events or rashes were more likely to attend research clinics and consent to skin-prick testing. Mothers participating to help children were more likely to consent to infant blood sample donation. 2) In one trial outcome, atopic eczema, the intervention had a positive effect only in the over-represented, least deprived group. Here, data weighting attenuated risk reduction from 6.9%(0.9-13.1%) to 4.6%(-1.4-+10.5%), and OR from 0.40(0.18-0.91) to 0.56(0.26-1.21). Other findings were unchanged.
Potential for volunteer bias intensified during the trial, due to non-participation of the most deprived and smokers. However, these were not the only predictors of non-participation. Data weighting quantified volunteer bias and modified one important trial outcome.
This randomised, double blind, parallel group, placebo controlled trial is registered with the International Standard Randomised Controlled Trials Register, Number (ISRCTN) 26287422. Registered title: Probiotics in the prevention of atopy in infants and children.
临床试验易受志愿者偏差的影响,但这一问题的报告严重不足。志愿者偏差是由于参与研究的人与未参与研究的人之间存在差异而导致的系统性误差。
本文通过使用益生菌补充剂治疗健康双生子儿童特应性的临床试验数据,扩展了志愿者偏差概念的应用,以探索:1)参与者与 a)公开可用数据库中汇总数据的差异,b)随着试验的进行,参与者与非参与者的差异;2)根据样本和目标人群的贫困程度(汤森德)五分位数对数据进行加权处理对试验结果的影响。1)a)招募者(n=454)的贫困程度低于目标人群,且与居住地和分娩日期相匹配(n=6893)(平均[SD]贫困得分 0.09[4.21]和 0.79[4.08],t=3.44,df=511,p<0.001)。b)i)随着试验的进行,最贫困人群的代表性降低。这些参与者和吸烟者更不可能在 6 个月(n=430[95%])(OR 0.29,0.13-0.67 和 0.20,0.09-0.46)和 2 年(n=380[84%])(aOR 0.68,0.50-0.93 和 0.55,0.28-1.09)以及同意婴儿血样捐赠(n=220[48%])(aOR 0.72,0.57-0.92 和 0.43,0.22-0.83)时保留下来。ii)对益生菌或研究感兴趣或报告婴儿不良反应或皮疹的母亲更有可能参加研究诊所并同意皮肤点刺试验。愿意帮助孩子的母亲更有可能同意婴儿血样捐赠。2)在一项特应性皮炎的试验结果中,干预措施仅对代表性过高、最贫困的人群产生积极影响。在这里,数据加权减轻了风险降低幅度,从 6.9%(0.9-13.1%)到 4.6%(-1.4-+10.5%),以及 OR 从 0.40(0.18-0.91)到 0.56(0.26-1.21)。其他发现保持不变。
由于最贫困和吸烟者未参与试验,试验期间志愿者偏差的可能性加剧。然而,这些并不是不参与的唯一预测因素。数据加权量化了志愿者偏差,并改变了一个重要的试验结果。
这项随机、双盲、平行组、安慰剂对照试验在国际标准随机对照试验注册中心(ISRCTN)注册,编号为(ISRCTN)26287422。注册标题:益生菌预防婴儿和儿童特应性。