情绪测量~(1)

首先,我承认自己懒惰~~总要拖欠到最后一刻才落笔,如非有破财风险,恐根本无法成文~

前有00后的《情感化设计》读书笔记,我这里开头就好说了。其实,大家都可以理解应当设计能让用户感到愉悦的产品,因为积极的情绪体验一方面能够让用户容忍产品的一些缺陷,另一方面可以提升品牌价值。

但是,究竟如何衡量用户在面对产品或使用产品中的情绪变化,从而对产品进行评估,就是用户研究人员需要关心的问题了(这里说明一下,我个人坚信方法为王,所以发表的大部分文章应该都是围绕方法展开的,内容较为枯燥,请介意的同学绕行)。

对情绪(emotion)进行测量的方法已经有比较长的研究历史。一般来说,情绪包含三个组成部分:主观感受,生理反应,可观察到的表达。比如说,当你高兴的时候,可能内心里会有一种感觉,这种感觉只有本人可以感知的到,这就是主观感受;你的心跳可能会加快,这是生理反应,此外,你还可能会微笑或者大笑,甚至跳起来,这就是可观察到的对于情绪的表达。因此,对应的测量方式也可以分为三类:自我报告(self-reporting),生理测量(phisiological measurement)以及从观察进行推断。在实际操作中,我们需要在条件允许的范围内,灵活地使用多种方法来评估用户的情绪。

自我报告要求用户报告他们的感受,比如,像“你感觉如何?”就是一个典型的问题。作为唯一一种可以测量内在感受的方法,自我报告的方式有很大局限性,首先,因为情绪是很难用语言表达清楚的,其次,这种表达还会受到个体差异,地域差异等因素的影响。不过,在实际操作中,自我报告非常普遍,几乎用于所有界面的评估。三种常用的研究工具分别是:问卷,访谈和日志。问卷和访谈一般在一个阶段结束后使用。而日志是在研究时限较长的研究中使用(如较长的测试,或让用户在自己的环境中使用产品)。

为了测量与情绪相关的生理反应。研究人员开发了各种生理传感器(Physiological sensors),可以用来从三个途径捕获生理信号:自主神经系统(ANS),中央神经系统(CNS),以及中央神经化激素系统。多数和产品界面相关的情绪研究比较关注自主神经系统该模式。自主神经系统各主要负责自主调节体内的器官和肌肉的状态,包括腺体,血管,皮肤毛囊,心肌,虹膜以及消化系统。一般来说,这些生理变化都直接和情绪相关。在用户研究中比较常用的有,皮肤电反应(GSR),肌电图(EMG),血压(BVP),心电图(ECG)以及脑电图(EEG)。为了早点睡觉,我在这里先不细说,后续文章会慢慢介绍相关的内容和实例。

通过观察来推断情绪可以依赖于不同的线索。如面部的线索,肢体线索以及声音线索。通过综合这些信息,也可以较为准确地推断出用户的情绪。

没有人会否认面部表达和情绪之间的关系。达尔文(别怀疑,就是那个进化论的达尔文)就相信人的脸可以反映其所有的情绪。而跨文化的研究,又证实了不同名族和地区的人,在表达情绪时,采用相似的表情。看过lie to me的同学对男猪那套出神入化的人肉测谎技术可能心生向往。而其背后的理论支持就包括了FACS,也就是面部活动编码系统。这套系统将人的面部分解为32个特定的活动单元(AU),这些单元短暂的活动就产生了情绪表达。在FACS厚厚的说明书里不仅对这些独立的单元进行了界定,还对它们活动进行了描述。

人们也通过身体来表达情绪。腾讯CDC的一片博文对此进行了说明,我在这里就偷懒了。http://cdc.tencent.com/?p=1663

声音毫无疑问也是我们表达情绪的一方途径。目前的研究非常细节化。如有人研究声音的韵律,操作讲话的韵律可以表达欢快的情绪。还有人研究声音的品质,得出结论如人在表达和缓的情绪时声音的品质更有效。

本篇日志代表我近期感兴趣的一个主题。其实,上述提到的方法在国外的产品研究中应用的已经相当广泛。例如在《Probing experience》一书中,就有多篇文章与此相关。真希望能很快尝试做相关的研究。

关于 ++

颇有小资风格的气质MM,文笔细腻,能用最简单的文字直达你心中的脆弱。
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