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反馈模式和任务难度对零和博弈中时间决策质量的影响。

Effect of feedback mode and task difficulty on quality of timing decisions in a zero-sum game.

出版信息

Hum Factors. 2014 Sep;56(6):1062-76. doi: 10.1177/0018720813519676.

Abstract

OBJECTIVE

The objective was to investigate the interaction between the mode of performance outcome feedback and task difficulty on timing decisions (i.e., when to act).

BACKGROUND

Feedback is widely acknowledged to affect task performance. However, the extent to which feedback display mode and its impact on timing decisions is moderated by task difficulty remains largely unknown.

METHOD

Participants repeatedly engaged a zero-sum game involving silent duels with a computerized opponent and were given visual performance feedback after each engagement. They were sequentially tested on three different levels of task difficulty (low, intermediate, and high) in counterbalanced order. Half received relatively simple "inside view" binary outcome feedback, and the other half received complex "outside view" hit rate probability feedback. The key dependent variables were response time (i.e., time taken to make a decision) and survival outcome.

RESULTS

When task difficulty was low to moderate, participants were more likely to learn and perform better from hit rate probability feedback than binary outcome feedback. However, better performance with hit rate feedback exacted a higher cognitive cost manifested by higher decision response time.

CONCLUSION

The beneficial effect of hit rate probability feedback on timing decisions is partially moderated by task difficulty.

APPLICATION

Performance feedback mode should be judiciously chosen in relation to task difficulty for optimal performance in tasks involving timing decisions.

摘要

目的

旨在探讨绩效结果反馈模式与任务难度之间的相互作用对时间决策(即何时行动)的影响。

背景

反馈被广泛认为会影响任务绩效。然而,反馈显示模式及其对时间决策的影响程度受任务难度调节的程度在很大程度上仍是未知的。

方法

参与者反复参与涉及与计算机对手无声决斗的零和游戏,并在每次参与后获得视觉绩效反馈。他们按平衡顺序在三个不同难度级别(低、中、高)上依次进行测试。一半参与者收到相对简单的“内部视角”二进制结果反馈,另一半参与者收到复杂的“外部视角”命中率概率反馈。主要的因变量是反应时间(即做出决策所需的时间)和生存结果。

结果

当任务难度较低或中等时,与二进制结果反馈相比,参与者更有可能从命中率概率反馈中学习并表现更好。然而,命中率反馈的更好表现需要更高的认知成本,表现为更高的决策反应时间。

结论

命中率概率反馈对时间决策的有益影响部分受任务难度调节。

应用

在涉及时间决策的任务中,应根据任务难度明智地选择绩效反馈模式,以实现最佳表现。

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