Price Margaux M, Crumley-Branyon Jessica J, Leidheiser William R, Pak Richard
John Deere, Urbandale, IA, United States.
JMIR Hum Factors. 2016 Jun 1;3(1):e16. doi: 10.2196/humanfactors.5106.
Technology gains have improved tools for evaluating complex tasks by providing environmental supports (ES) that increase ease of use and improve performance outcomes through the use of information visualizations (info-vis). Complex info-vis emphasize the need to understand individual differences in abilities of target users, the key cognitive abilities needed to execute a decision task, and the graphical elements that can serve as the most effective ES. Older adults may be one such target user group that would benefit from increased ES to mitigate specific declines in cognitive abilities. For example, choosing a prescription drug plan is a necessary and complex task that can impact quality of life if the wrong choice is made. The decision to enroll in one plan over another can involve comparing over 15 plans across many categories. Within this context, the large amount of complex information and reduced working memory capacity puts older adults' decision making at a disadvantage. An intentionally designed ES, such as an info-vis that reduces working memory demand, may assist older adults in making the most effective decision among many options.
The objective of this study is to examine whether the use of an info-vis can lower working memory demands and positively affect complex decision-making performance of older adults in the context of choosing a Medicare prescription drug plan.
Participants performed a computerized decision-making task in the context of finding the best health care plan. Data included quantitative decision-making performance indicators and surveys examining previous history with purchasing insurance. Participants used a colored info-vis ES or a table (no ES) to perform the decision task. Task difficulty was manipulated by increasing the number of selection criteria used to make an accurate decision. A repeated measures analysis was performed to examine differences between the two table designs.
Twenty-three older adults between the ages of 66 and 80 completed the study. There was a main effect for accuracy such that older adults made more accurate decisions in the color info-vis condition than the table condition. In the low difficulty condition, participants were more successful at choosing the correct answer when the question was about the gap coverage attribute in the info-vis condition. Participants also made significantly faster decisions in the info-vis condition than in the table condition.
Reducing the working memory demand of the task through the use of an ES can improve decision accuracy, especially when selection criteria is only focused on a single attribute of the insurance plan.
技术进步通过提供环境支持(ES)改进了评估复杂任务的工具,这些环境支持通过信息可视化(info-vis)提高了易用性并改善了绩效结果。复杂的信息可视化强调需要了解目标用户能力的个体差异、执行决策任务所需的关键认知能力以及可作为最有效环境支持的图形元素。老年人可能是这样一个目标用户群体,他们将受益于增加的环境支持以减轻认知能力的特定下降。例如,选择处方药计划是一项必要且复杂的任务,如果做出错误选择可能会影响生活质量。决定选择一个计划而非另一个计划可能涉及在许多类别中比较超过15个计划。在这种情况下,大量复杂信息和工作记忆容量的降低使老年人的决策处于不利地位。一个经过精心设计的环境支持,如减少工作记忆需求的信息可视化,可能会帮助老年人在众多选项中做出最有效的决策。
本研究的目的是检验在选择医疗保险处方药计划的背景下,使用信息可视化是否可以降低工作记忆需求并对老年人的复杂决策绩效产生积极影响。
参与者在寻找最佳医疗保健计划的背景下执行一项计算机化决策任务。数据包括定量决策绩效指标以及检查购买保险既往史的调查。参与者使用彩色信息可视化环境支持或表格(无环境支持)来执行决策任务。通过增加用于做出准确决策的选择标准数量来操纵任务难度。进行重复测量分析以检查两种表格设计之间的差异。
23名年龄在66岁至80岁之间的老年人完成了研究。在准确性方面存在主效应,即老年人在彩色信息可视化条件下比在表格条件下做出更准确的决策。在低难度条件下,当问题是关于信息可视化条件下的缺口保险属性时,参与者在选择正确答案方面更成功。参与者在信息可视化条件下做出决策的速度也明显比在表格条件下更快。
通过使用环境支持来降低任务的工作记忆需求可以提高决策准确性,特别是当选择标准仅关注保险计划的单个属性时。