Department of Biomedical Informatics, College of Physicians and Surgeons (JSA, RK)
Department of Psychology (EUW)
Med Decis Making. 2011 Jan-Feb;31(1):143-50. doi: 10.1177/0272989X10369006. Epub 2010 Jul 29.
Health risks are sometimes illustrated with stick figures, with a certain proportion colored to indicate they are affected by the disease. Perception of these graphics may be affected by whether the affected stick figures are scattered randomly throughout the group or arranged in a block.
. To assess the effects of stick-figure arrangement on first impressions of estimates of proportion, under a 10-s deadline.
. Questionnaire. Participants and Setting. Respondents recruited online (n = 100) or in waiting rooms at an urban hospital (n = 65). Intervention. Participants were asked to estimate the proportion represented in 6 unlabeled graphics, half randomly arranged and half sequentially arranged. Measurements. Estimated proportions.
. Although average estimates were fairly good, the variability of estimates was high. Overestimates of random graphics were larger than overestimates of sequential ones, except when the proportion was near 50%; variability was also higher with random graphics. Although the average inaccuracy was modest, it was large enough that more than one quarter of respondents confused 2 graphics depicting proportions that differed by 11 percentage points. Low numeracy and educational level were associated with inaccuracy. Limitations. Participants estimated proportions but did not report perceived risk.
. Randomly arranged arrays of stick figures should be used with care because viewers' ability to estimate the proportion in these graphics is so poor that moderate differences between risks may not be visible. In addition, random arrangements may create an initial impression that proportions, especially large ones, are larger than they are.
健康风险有时会用棒状图来表示,其中一定比例的棒状图会被涂色,以表明它们受到疾病的影响。这些图形的感知可能会受到影响,即受影响的棒状图是否随机分布在整个群体中,或者是否排列成一个块。
在 10 秒的时间限制下,评估棒状图排列对估计比例的第一印象的影响。
问卷调查。参与者和设置。在线招募的受访者(n = 100)或城市医院候诊室的受访者(n = 65)。干预。要求参与者估计 6 个未标记图形的比例,其中一半是随机排列的,一半是顺序排列的。测量:估计的比例。
尽管平均估计值相当好,但估计值的变异性很高。随机图形的高估大于顺序图形的高估,除非比例接近 50%;随机图形的变异性也更高。虽然平均不准确程度适中,但足以使超过四分之一的受访者混淆了两个表示相差 11 个百分点的比例的图形。数字素养和教育水平较低与不准确有关。
参与者估计了比例,但没有报告感知风险。
应谨慎使用随机排列的棒状图,因为观众估计这些图形中比例的能力非常差,以至于风险之间的适度差异可能无法显现。此外,随机排列可能会给人留下最初的印象,即比例,尤其是大比例,比实际比例更大。