Elting L S, Martin C G, Cantor S B, Rubenstein E B
Department of Medical Specialties, University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard-Box 40, Houston, TX 77030-4095, USA.
BMJ. 1999 Jun 5;318(7197):1527-31. doi: 10.1136/bmj.318.7197.1527.
To examine the effect of the method of data display on physician investigators' decisions to stop hypothetical clinical trials for an unplanned statistical analysis.
Prospective, mixed model design with variables between subjects and within subjects (repeated measures).
Comprehensive cancer centre.
34 physicians, stratified by academic rank, who were conducting clinical trials.
PARTICIPANTS were shown tables, pie charts, bar graphs, and icon displays containing hypothetical data from a clinical trial and were asked to decide whether to continue the trial or stop for an unplanned statistical analysis.
Percentage of accurate decisions with each type of display.
Accuracy of decisions was affected by the type of data display and positive or negative framing of the data. More correct decisions were made with icon displays than with tables, pie charts, and bar graphs (82% v 68%, 56%, and 43%, respectively; P=0.03) and when data were negatively framed rather than positively framed in tables (93% v 47%; P=0.004).
Clinical investigators' decisions can be affected by factors unrelated to the actual data. In the design of clinical trials information systems, careful consideration should be given to the method by which data are framed and displayed in order to reduce the impact of these extraneous factors.
探讨数据呈现方式对医师研究者因进行计划外统计分析而停止假设性临床试验决策的影响。
前瞻性混合模型设计,包含受试者间和受试者内变量(重复测量)。
综合癌症中心。
34名按学术职称分层的正在进行临床试验的医师。
向参与者展示包含一项临床试验假设数据的表格、饼图、柱状图和图标显示,并要求他们决定是继续试验还是停止试验以进行计划外统计分析。
每种显示类型下正确决策的百分比。
决策的准确性受数据显示类型和数据的正性或负性框架影响。图标显示比表格、饼图和柱状图做出的正确决策更多(分别为82%对68%、56%和43%;P = 0.03),并且当表格中的数据为负性框架而非正性框架时(93%对47%;P = 0.004)。
临床研究者的决策可能受到与实际数据无关的因素影响。在设计临床试验信息系统时,应仔细考虑数据的框架和显示方式,以减少这些无关因素的影响。