Center for Outcomes Research and Evaluation, Maine Medical Center, Portland, Maine (PKJH)
Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland (WMPK, ANF)
Med Decis Making. 2011 Mar-Apr;31(2):354-66. doi: 10.1177/0272989X10371830. Epub 2010 Jul 29.
To examine the effects of communicating uncertainty regarding individualized colorectal cancer risk estimates and to identify factors that influence these effects.
Two Web-based experiments were conducted, in which adults aged 40 years and older were provided with hypothetical individualized colorectal cancer risk estimates differing in the extent and representation of expressed uncertainty. The uncertainty consisted of imprecision (otherwise known as "ambiguity") of the risk estimates and was communicated using different representations of confidence intervals. Experiment 1 (n = 240) tested the effects of ambiguity (confidence interval v. point estimate) and representational format (textual v. visual) on cancer risk perceptions and worry. Potential effect modifiers, including personality type (optimism), numeracy, and the information's perceived credibility, were examined, along with the influence of communicating uncertainty on responses to comparative risk information. Experiment 2 (n = 135) tested enhanced representations of ambiguity that incorporated supplemental textual and visual depictions.
Communicating uncertainty led to heightened cancer-related worry in participants, exemplifying the phenomenon of "ambiguity aversion." This effect was moderated by representational format and dispositional optimism; textual (v. visual) format and low (v. high) optimism were associated with greater ambiguity aversion. However, when enhanced representations were used to communicate uncertainty, textual and visual formats showed similar effects. Both the communication of uncertainty and use of the visual format diminished the influence of comparative risk information on risk perceptions.
The communication of uncertainty regarding cancer risk estimates has complex effects, which include heightening cancer-related worry-consistent with ambiguity aversion-and diminishing the influence of comparative risk information on risk perceptions. These responses are influenced by representational format and personality type, and the influence of format appears to be modifiable and content dependent.
研究沟通个体结直肠癌风险估计不确定性的效果,并确定影响这些效果的因素。
进行了两项基于网络的实验,其中 40 岁及以上的成年人获得了不同程度和表示不确定性的个体化结直肠癌风险估计。不确定性由风险估计的不精确性(也称为“模糊性”)组成,并使用不同的置信区间表示来传达。实验 1(n=240)测试了模糊性(置信区间与点估计)和表示格式(文本与视觉)对癌症风险感知和担忧的影响。测试了潜在的调节因素,包括人格类型(乐观主义)、计算能力和信息的感知可信度,以及沟通不确定性对比较风险信息的反应的影响。实验 2(n=135)测试了纳入补充文本和视觉描述的增强不确定性表示。
沟通不确定性导致参与者对癌症相关的担忧增加,体现了“模糊厌恶”现象。这种效应受到表示格式和性格乐观程度的调节;文本(v. 视觉)格式和低(v. 高)乐观程度与更大的模糊厌恶有关。然而,当使用增强表示来沟通不确定性时,文本和视觉格式表现出相似的效果。不确定性的沟通和视觉格式的使用都降低了比较风险信息对风险感知的影响。
对癌症风险估计不确定性的沟通会产生复杂的影响,包括增加与癌症相关的担忧——与模糊厌恶一致——并降低比较风险信息对风险感知的影响。这些反应受到表示格式和人格类型的影响,并且格式的影响似乎是可修改的和内容依赖的。