Smedslund Geir, Zangi Heidi Andersen, Mowinckel Petter, Hagen Kåre Birger
National Resource Centre for Rehabilitation in Rheumatology, Diakonhjemmet Hospital, Oslo, 0319, Norway.
BMC Res Notes. 2013 Feb 1;6:37. doi: 10.1186/1756-0500-6-37.
Patient reported outcomes are accepted as important outcome measures in rheumatology. The fluctuating symptoms in patients with rheumatic diseases have serious implications for sample size in clinical trials. We estimated the effects of measuring the outcome 1-5 times on the sample size required in a two-armed trial.
In a randomized controlled trial that evaluated the effects of a mindfulness-based group intervention for patients with inflammatory arthritis (n=71), the outcome variables Numerical Rating Scales (NRS) (pain, fatigue, disease activity, self-care ability, and emotional wellbeing) and General Health Questionnaire (GHQ-20) were measured five times before and after the intervention. For each variable we calculated the necessary sample sizes for obtaining 80% power (α=.05) for one up to five measurements.Two, three, and four measures reduced the required sample sizes by 15%, 21%, and 24%, respectively. With three (and five) measures, the required sample size per group was reduced from 56 to 39 (32) for the GHQ-20, from 71 to 60 (55) for pain, 96 to 71 (73) for fatigue, 57 to 51 (48) for disease activity, 59 to 44 (45) for self-care, and 47 to 37 (33) for emotional wellbeing.
Measuring the outcomes five times rather than once reduced the necessary sample size by an average of 27%. When planning a study, researchers should carefully compare the advantages and disadvantages of increasing sample size versus employing three to five repeated measurements in order to obtain the required statistical power.
患者报告的结局被认为是风湿病学中重要的结局指标。风湿性疾病患者症状的波动对临床试验的样本量有严重影响。我们估计了在双臂试验中测量结局1至5次对所需样本量的影响。
在一项评估基于正念的团体干预对炎症性关节炎患者(n = 71)效果的随机对照试验中,在干预前后对结局变量数字评定量表(NRS)(疼痛、疲劳、疾病活动度、自我护理能力和情绪健康)和一般健康问卷(GHQ - 20)进行了五次测量。对于每个变量,我们计算了进行一至五次测量时获得80%检验效能(α = 0.05)所需的样本量。两次、三次和四次测量分别将所需样本量减少了15%、21%和24%。对于GHQ - 20,进行三次(和五次)测量时,每组所需样本量从56减少到39(32);对于疼痛,从71减少到60(55);对于疲劳,从96减少到71(73);对于疾病活动度,从57减少到51(48);对于自我护理,从59减少到44(45);对于情绪健康,从47减少到37(33)。
测量结局五次而非一次平均将所需样本量减少了27%。在规划研究时,研究人员应仔细比较增加样本量与采用三至五次重复测量以获得所需统计效能的优缺点。