Influence of data display formats on physician investigators' decisions to stop clinical trials: prospective trial with repeated measures

被引:98
作者
Elting, LS [1 ]
Martin, CG [1 ]
Cantor, SB [1 ]
Rubenstein, EB [1 ]
机构
[1] Univ Texas, MD Anderson Canc Ctr, Dept Med Specialties, Houston, TX 77030 USA
关键词
D O I
10.1136/bmj.318.7197.1527
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective To examine the effect of the method of data display on physician investigators' decisions to stop hypothetical clinical trials for an unplanned statistical analysis. Design Prospective, mixed model design with variables between subjects and within subjects (repeated measures). Setting Comprehensive cancer centre. Participants 34 physicians, stratified by academic rank, who were conducting clinical trials. Interventions 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. Main outcome measure Percentage of accurate decisions with each type of display. Results 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). Conclusions 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.
引用
收藏
页码:1527 / 1531
页数:5
相关论文
共 15 条
[1]   EFFECT OF PRESENTATION OF PARTOGRAM INFORMATION ON OBSTETRIC DECISION-MAKING [J].
CARTMILL, RSV ;
THORNTON, JG .
LANCET, 1992, 339 (8808) :1520-1522
[2]   GRAPHICAL PERCEPTION - THE VISUAL DECODING OF QUANTITATIVE INFORMATION ON GRAPHICAL DISPLAYS OF DATA [J].
CLEVELAND, WS ;
MCGILL, R .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 1987, 150 :192-229
[3]   THE COMPARISON OF PERCENTAGES IN MATCHED SAMPLES [J].
COCHRAN, WG .
BIOMETRIKA, 1950, 37 (3-4) :256-266
[4]   METAPHOR GRAPHICS TO SUPPORT INTEGRATED DECISION-MAKING WITH RESPIRATORY DATA [J].
COLE, WG ;
STEWART, JG .
INTERNATIONAL JOURNAL OF CLINICAL MONITORING AND COMPUTING, 1993, 10 (02) :91-100
[5]  
COLE WG, 1994, METHOD INFORM MED, V33, P390
[6]   EFFECT OF QUESTIONS ON VISUAL LEARNING [J].
DWYER, FM .
PERCEPTUAL AND MOTOR SKILLS, 1970, 30 (01) :51-&
[7]  
ELTING LS, 1991, METHOD INFORM MED, V30, P145
[8]  
Friedman LM, 1985, FUNDAMENTALS CLIN TR
[9]   CHOICES, VALUES, AND FRAMES [J].
KAHNEMAN, D ;
TVERSKY, A .
AMERICAN PSYCHOLOGIST, 1984, 39 (04) :341-350
[10]   ANOMALIES - THE ENDOWMENT EFFECT, LOSS AVERSION, AND STATUS-QUO BIAS [J].
KAHNEMAN, D ;
KNETSCH, JL ;
THALER, RH .
JOURNAL OF ECONOMIC PERSPECTIVES, 1991, 5 (01) :193-206