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
无奈皮卡丘完成签到,获得积分10
刚刚
雨中客发布了新的文献求助10
1秒前
2秒前
星星boy完成签到,获得积分10
3秒前
xjz完成签到 ,获得积分10
3秒前
JIU夭完成签到,获得积分10
4秒前
Ca完成签到,获得积分10
4秒前
4秒前
5秒前
cocaco完成签到,获得积分10
6秒前
SEAL完成签到,获得积分10
6秒前
6秒前
张卢完成签到,获得积分10
7秒前
万能图书馆应助Jimmy采纳,获得10
7秒前
8秒前
小黄人应助白白采纳,获得10
8秒前
11完成签到,获得积分10
8秒前
8秒前
8秒前
8秒前
在水一方应助Lidanni采纳,获得10
9秒前
wei发布了新的文献求助10
9秒前
惜海发布了新的文献求助10
10秒前
10秒前
林晓洁发布了新的文献求助10
10秒前
NexusExplorer应助weiwei采纳,获得10
10秒前
qvqtttttt完成签到,获得积分10
10秒前
杨扬完成签到,获得积分10
11秒前
善学以致用应助镇痛蚊子采纳,获得10
11秒前
linnya发布了新的文献求助10
12秒前
小马甲应助Chilema采纳,获得20
12秒前
无辜秋珊发布了新的文献求助10
13秒前
13秒前
black发布了新的文献求助10
14秒前
白白完成签到,获得积分10
14秒前
量子星尘发布了新的文献求助10
14秒前
CipherSage应助悦耳听芹采纳,获得10
14秒前
文安完成签到,获得积分10
14秒前
14秒前
共享精神应助blue采纳,获得10
14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
Lloyd's Register of Shipping's Approach to the Control of Incidents of Brittle Fracture in Ship Structures 1000
BRITTLE FRACTURE IN WELDED SHIPS 1000
Hope Teacher Rating Scale 1000
Entre Praga y Madrid: los contactos checoslovaco-españoles (1948-1977) 1000
Polymorphism and polytypism in crystals 1000
Encyclopedia of Materials: Plastics and Polymers 800
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 6097015
求助须知:如何正确求助?哪些是违规求助? 7926872
关于积分的说明 16414285
捐赠科研通 5227232
什么是DOI,文献DOI怎么找? 2793716
邀请新用户注册赠送积分活动 1776468
关于科研通互助平台的介绍 1650629