AI in human teams: effects on technology use, members’ interactions, and creative performance under time scarcity

稀缺 启发式 知识管理 多样性(控制论) 情感(语言学) 任务(项目管理) 计算机科学 工程类 管理科学 人工智能 心理学 系统工程 沟通 经济 微观经济学 操作系统
作者
Sonia Jawaid Shaikh,Ignacio Cruz
出处
期刊:AI & society [Springer Nature]
卷期号:38 (4): 1587-1600 被引量:21
标识
DOI:10.1007/s00146-021-01335-5
摘要

Time and technology permeate the fabric of teamwork across a variety of settings to affect outcomes which have a wide range of consequences. However, there is a limited understanding about the interplay between these factors for teams, especially as applied to artificial intelligence (AI) technology. With the increasing integration of AI into human teams, we need to understand how environmental factors such as time scarcity interact with AI technology to affect team behaviors. To address this gap in the literature, we investigated the interaction between the availability of intelligent technology and time scarcity in teams. Drawing from the theoretical perspective of computers are social actors and extant research on the use of heuristics and human–AI interaction, this study uses behavioral data from 56 teams who participated in a between-subjects 2 (intelligent assistant available × control/no intelligent assistant) × 2 (time scarcity × control/no time scarcity) lab experiment. Results show that teams working under time scarcity used the intelligent assistant more often and underperformed on a creative task compared to teams without the temporal constraints. Further, teams who had an intelligent assistant available to them had fewer interactions between members compared to teams who did not have the technology. Implications for research and applications are discussed.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
。墨殇发布了新的文献求助10
刚刚
gooooood发布了新的文献求助10
1秒前
2秒前
雪山飞龙发布了新的文献求助50
3秒前
wsljc134完成签到,获得积分10
3秒前
Rylee发布了新的文献求助10
4秒前
Lucas应助小刘采纳,获得10
4秒前
4秒前
LOST完成签到 ,获得积分10
6秒前
7秒前
8秒前
量子星尘发布了新的文献求助10
9秒前
小二郎应助Rylee采纳,获得10
9秒前
鱼会淹死吗完成签到,获得积分0
9秒前
风2发布了新的文献求助30
10秒前
Akim应助yyj采纳,获得10
11秒前
js发布了新的文献求助10
11秒前
11秒前
5度转角应助luobeimin采纳,获得10
12秒前
Rain发布了新的文献求助10
12秒前
12秒前
1111rrrrr发布了新的文献求助10
12秒前
深情安青应助Singularity采纳,获得10
13秒前
着急的谷芹完成签到,获得积分20
13秒前
bkagyin应助jsq采纳,获得10
14秒前
小蘑菇应助西溪南瓜车采纳,获得10
14秒前
自由茉莉发布了新的文献求助10
15秒前
15秒前
一年发十篇SCI完成签到,获得积分10
16秒前
薛定谔的猫发布了新的文献求助120
17秒前
18秒前
19秒前
19秒前
19秒前
19秒前
bnuli发布了新的文献求助10
19秒前
斯文雪青给斯文雪青的求助进行了留言
21秒前
22秒前
打个喷嚏发布了新的文献求助10
22秒前
22秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Handbook of pharmaceutical excipients, Ninth edition 5000
Aerospace Standards Index - 2026 ASIN2026 3000
Signals, Systems, and Signal Processing 610
Discrete-Time Signals and Systems 610
Principles of town planning : translating concepts to applications 500
Modified letrozole versus GnRH antagonist protocols in ovarian aging women for IVF: An Open-Label, Multicenter, Randomized Controlled Trial 360
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 纳米技术 有机化学 物理 生物化学 化学工程 计算机科学 复合材料 内科学 催化作用 光电子学 物理化学 电极 冶金 遗传学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 6063379
求助须知:如何正确求助?哪些是违规求助? 7895929
关于积分的说明 16314746
捐赠科研通 5206753
什么是DOI,文献DOI怎么找? 2785470
邀请新用户注册赠送积分活动 1768125
关于科研通互助平台的介绍 1647508