Worthy Darrell A, Otto A Ross, Doll Bradley B, Byrne Kaileigh A, Maddox W Todd
Texas A&M University.
New York University.
Decisions. 2015 Jan;2(1):27-38. doi: 10.1037/dec0000018.
Recent work suggests that older adults' decision-making behavior is highly affected by recent events. In the present work younger and older adults performed a two-choice task where one option provided a larger average reward, but there was a large amount of noise around the mean reward for each option which led to sharp improvements or declines in rewards over trials. Older adults showed greater responsiveness to recent events than younger adults as evidenced by fits of Reinforcement Learning (RL) models. Older adults were particularly sensitive to recent negative events, which was evidenced by a strong tendency for older adults to switch to the other option following steep declines in reward. This tendency led to superior performance for older adults in one condition where heightened sensitivity to recent negative events was advantageous. These results extend prior work that has found an older adult bias toward negative feedback, and suggest that older adults engage in more abrupt switching in response to negative outcomes than younger adults.
近期的研究表明,老年人的决策行为受到近期事件的高度影响。在本研究中,年轻人和老年人进行了一项二选一任务,其中一个选项提供了更大的平均奖励,但每个选项的平均奖励周围存在大量噪声,这导致试验中奖励出现大幅提升或下降。强化学习(RL)模型的拟合结果表明,老年人比年轻人对近期事件表现出更大的反应性。老年人对近期负面事件特别敏感,这一点体现在奖励急剧下降后,老年人强烈倾向于切换到另一个选项。在一种情况下,对近期负面事件的高度敏感性具有优势,这种倾向使得老年人表现更优。这些结果扩展了先前的研究工作,即发现老年人对负面反馈存在偏向,并表明老年人比年轻人在面对负面结果时会进行更突然的转换。