Can Moral Rightness (Utilitarian Approach) Outweigh the Ingroup Favoritism Bias in Human-Agent Interaction

Aldo Chavez Gonzalez, Marlena R. Fraune, Ricarda Wullenkord
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Abstract

As robots increasingly assist more people, tendencies of becoming attached to these robots and treat them well have risen; even to the point of treating robot teammates better than human opponents in laboratory settings. We examined how far this ingroup favoritism extends and how to mitigate it. We did this by making participants play an online game in teams of two humans and two robots against two humans and two robots. After the game, they selected someone to perform an additional unpleasant task (according to the results of our pilot test); we manipulated that task to be equally unpleasant for ingroup and outgroup members in one condition, and more unpleasant for outgroup than for ingroup members in the other condition. We did this to examine if the moral principle of utilitarianism (i.e., social justice and fairness) would outweigh ingroup favoritism. In the results, participants showed typical group dynamics like ingroup favoritism. The opportunity to behave in a utilitarian way failed to reverse the ingroup favoritism effect. Interestingly, participants sacrificed their ingroup robot more than they sacrificed even outgroup players. We speculate about why the study showed these unexpected findings and what it may mean for HRI.
在人-代理互动中,道德正义(功利主义方法)是否能压倒内群体偏爱偏见
随着机器人越来越多地帮助更多的人,人们对机器人产生依恋并善待它们的倾向也在上升;甚至到了在实验室环境中对待机器人队友比对待人类对手更好的地步。我们研究了这种内部偏袒延伸到什么程度,以及如何减轻它。我们通过让参与者在两个人和两个机器人的队伍中玩一个在线游戏,对抗两个人和两个机器人。游戏结束后,他们会选择一些人去执行另一项不愉快的任务(根据我们的先导测试结果);在一种情况下,我们把这个任务对内外组成员来说同样不愉快,而在另一种情况下,外组成员比内组成员更不愉快。我们这样做是为了检验功利主义的道德原则(即社会正义和公平)是否会超过群体内偏袒。结果显示,参与者表现出典型的群体动力学,如群体内偏爱。以功利主义方式行事的机会未能扭转群体内偏爱效应。有趣的是,参与者牺牲了他们的内组机器人,甚至比牺牲了外组玩家还要多。我们推测为什么这项研究显示了这些意想不到的发现,以及它对HRI可能意味着什么。
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