Presenting time-series data as absolute versus relative changes impacts judgments and choices

IF 4 2区 管理学 Q2 BUSINESS
Geoff Tomaino, Daniel J. Walters
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Abstract

We examined how different ways of presenting time-series data affect consumer judgments and behaviors. Specifically, we compared the use of absolute terms (e.g., actual dollar change) versus relative terms (e.g., annual percentage change) in charts. Our findings revealed that absolute charts tend to have a more positive visual slope than relative charts, leading consumers to extrapolate these trends and expect faster growth in quantities. In Study 1, participants who viewed COVID-19 data in absolute charts, as opposed to relative charts, donated more money to a COVID-19-related charity and were less inclined to challenge quarantine advisories throughout the day. In Study 2, we observed that participants preferred investing in a country when its GDP was presented in an absolute chart, and visual trends were found to drive this effect. Study 3 demonstrated that individuals placed greater emphasis on absolute charts depicting population growth, particularly when the unit of measurement was more meaningful. Overall, the choice to represent data in absolute versus relative terms has a far reaching impact on judgments and choices.

Abstract Image

将时间序列数据表述为绝对变化还是相对变化会影响判断和选择
我们研究了呈现时间序列数据的不同方式对消费者判断和行为的影响。具体来说,我们比较了图表中使用绝对术语(如实际美元变化)和相对术语(如年度百分比变化)的情况。我们的研究结果表明,与相对图表相比,绝对图表往往具有更积极的视觉斜率,从而使消费者推断出这些趋势,并预期数量会有更快的增长。在研究 1 中,通过绝对图表而非相对图表查看 COVID-19 数据的参与者向与 COVID-19 相关的慈善机构捐赠了更多的钱,并且不太愿意质疑全天的检疫建议。在研究 2 中,我们观察到,当一个国家的国内生产总值以绝对图表的形式呈现时,参与者更倾向于在该国投资,而且我们发现视觉趋势也是产生这种效果的原因。研究 3 表明,个人更重视描绘人口增长的绝对图表,尤其是当测量单位更有意义时。总之,选择用绝对值还是相对值来表示数据对判断和选择有着深远的影响。
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来源期刊
CiteScore
8.40
自引率
14.60%
发文量
51
期刊介绍: The Journal of Consumer Psychology is devoted to psychological perspectives on the study of the consumer. It publishes articles that contribute both theoretically and empirically to an understanding of psychological processes underlying consumers thoughts, feelings, decisions, and behaviors. Areas of emphasis include, but are not limited to, consumer judgment and decision processes, attitude formation and change, reactions to persuasive communications, affective experiences, consumer information processing, consumer-brand relationships, affective, cognitive, and motivational determinants of consumer behavior, family and group decision processes, and cultural and individual differences in consumer behavior.
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