Collaborative Research: Understanding and Improving Predictions about Future Feelings

合作研究：理解和改进对未来感受的预测

• 批准号: 1451297
• 负责人: Heather Lench
• 金额: $ 13.43万
• 依托单位: Texas A&M University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2015
• 资助国家: 美国
• 起止时间: 2015-03-01 至 2019-02-28
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1451297&HistoricalAwards=false
• 关键词: Collaborative; Research; Understanding; Improving; Predictions

People try to make decisions that will improve their lives and make them happy, and to do so, they rely on affective forecasts--predictions about how future outcomes will make them feel. The greater the emotional impact people expect a future outcome to have, the more effort and resources they invest in attaining or avoiding it. Understandably then, inaccuracy in affective forecasting has been identified as a major obstacle to making good decisions. Decades of research suggest that people are poor at predicting how they will feel and commonly overestimate the impact that future events will have on their emotions. Although the simplicity of this idea is intuitively attractive, recent studies have revealed that people are actually very good at forecasting some features of their emotional reaction. The proposed research will provide a more precise understanding of when and why people are biased in their predictions about future feelings and how bias affects the quality of decisions. The results will inform interventions designed to improve decision-making in applied domains including health, public policy, education, and economics. People making important decisions--such as whether to undergo surgery, listen to public health warnings, or pursue a specific career-- will be better informed if they can accurately predict how the outcomes of their decisions will make them feel. Thus, interventions that improve forecasting are critically important for helping people make informed choices with implications for the length and quality of their lives.Preliminary findings from the investigators, Heather Lench (Texas A & M University) and Linda Levine (University of California, Irvine) support the hypothesis that people overestimate in predicting the frequency and duration of their emotional reactions. However, their results also indicated that people were far more accurate at predicting the intensity of their reactions and, indeed, showed a slight but consistent tendency to underestimate emotional intensity. The proposed research tests a new theoretical model developed by the investigators to explain such results. In four studies, the investigators will clearly differentiate forecasts of emotional intensity, frequency, and duration for the first time both in laboratory and real-world settings. By allowing researchers to achieve greater precision about the features of emotion being predicted, these studies will clarify when and why people overestimate, underestimate, and accurately predict their emotional reactions. The proposed studies will also be the first to analyze the differing causes of bias when people predict distinct features of emotion, the features of emotion that people spontaneously consider when making decisions in their daily lives, and the consequences of forecasting biases for decision quality. Addressing these questions is essential, not only for a theoretical understanding of how people think about their futures, but also for understanding how to intervene to improve decisions.

人们试图做出改善生活、让自己快乐的决定，为此，他们依赖情感预测--预测未来的结果会给他们带来什么样的感受。人们对未来结果的预期越大，他们投入的精力和资源就越多，因此，情感预测的不准确性被认为是做出正确决策的主要障碍。数十年的研究表明，人们不善于预测自己的感受，而且通常会高估未来事件对他们情绪的影响。虽然这个简单的想法在直觉上很有吸引力，但最近的研究表明，人们实际上非常善于预测他们情绪反应的某些特征。这项拟议中的研究将提供一个更精确的理解，即人们在预测未来感受时何时以及为什么会有偏见，以及偏见如何影响决策的质量。研究结果将为旨在改善卫生、公共政策、教育和经济等应用领域决策的干预措施提供信息。如果人们能够准确地预测他们的决定会给他们带来什么样的感受，那么他们在做出重要决定时，比如是否接受手术、是否听取公共卫生警告或是否追求某个特定的职业，就会得到更好的信息。因此，改善预测的干预措施对于帮助人们做出明智的选择至关重要，这对他们的生活长度和质量都有影响。来自德克萨斯农工大学的石楠伦奇和琳达莱文（加州大学欧文分校）的研究人员的初步发现支持了人们在预测情绪反应的频率和持续时间时高估的假设。然而，他们的研究结果也表明，人们在预测自己的反应强度方面要准确得多，而且确实表现出轻微但一致的倾向，低估了情绪强度。拟议的研究测试了研究人员开发的一种新的理论模型来解释这些结果。在四项研究中，研究人员将首次在实验室和现实环境中明确区分情绪强度，频率和持续时间的预测。 通过让研究人员更精确地预测情绪的特征，这些研究将澄清人们何时以及为什么高估、低估并准确预测他们的情绪反应。拟议的研究也将是第一个分析偏见的不同原因时，人们预测不同的情绪特征，人们在日常生活中做决定时自发考虑的情绪特征，以及预测决策质量偏差的后果。解决这些问题是必不可少的，不仅是为了从理论上理解人们如何思考他们的未来，而且是为了理解如何干预以改善决策。