Decision Making Strategies and Team Efficacy in Human-AI Teams
نویسندگان
چکیده
Human-AI teams are increasingly prevalent in various domains. We investigate how the decision-making of a team member human-AI impacts outcome collaboration and perceived team-efficacy. In large scale study on Mechanical Turk (n=125), we find significant differences across different decision making styles disclosed AI identity disclosure an AI-driven collaborative game. that autocratic negatively team-efficacy teams, similar to its effects human-only teams. style AI-identity individuals make decisions context. discuss our findings behavior human-human-AI human-AI-AI
منابع مشابه
Decision-Making Authority, Team Efficiency and Human Worker Satisfaction in Mixed Human-Robot Teams
In manufacturing, advanced robotic technology has opened up the possibility of integrating highly autonomous mobile robots into human teams. However, with this capability comes the issue of how to maximize both team efficiency and the desire of human team members to work with these robotic counterparts. To address this concern, we conducted a set of experiments studying the effects of shared de...
متن کاملDecision-making in virtual teams
Advances in technology have over the last two decades supported the development of virtual teams, constituted of geographically distributed members collaborating through technology. Virtual teams are formed to perform complex tasks, and successful decision-making is crucial for their performance. Despite the popularity of virtual teams, little is known about the nature of decision-making in the...
متن کاملExploration strategies in human decision making
The tradeoff between pursuing a known reward (exploitation) and sampling unknown, potentially better opportunities (exploration) is a fundamental challenge faced by all adaptive organisms. Theories formalize the value of exploration (gathering information) as an information bonus. However, this may be difficult to compute; a simpler alternative is to increase decision noise, driving random expl...
متن کاملDecision–Making and Implementation in Teams∗
We study a team whose members choose a joint project and exert individual efforts to implement it. Members have private information about the productivities of alternative projects. We find conditions under which information fails to be shared and the most productive project fails to be selected. While the concealment of information can be efficient, the team’s incentive to conceal is inefficie...
متن کاملOn Shared Situation Awareness for Supporting Human Decision-Making Teams
One of the challenging issues in homeland security area is the early detection and successful processing of potential terrorist threats, which demands effective team collaboration. In this research we investigate the way of incorporating naturalistic decision making models for supporting distributed team decision making. By extending Klein’s Recognition-Primed Decision model, we propose a Colla...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Proceedings of the ACM on human-computer interaction
سال: 2023
ISSN: ['2573-0142']
DOI: https://doi.org/10.1145/3579476