清晨好,您是今天最早来到科研通的研友!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您科研之路漫漫前行!

The Cybernetic Teammate: A Field Experiment on Generative AI and Teamwork

生成语法 团队合作 新产品开发 产品(数学) 领域(数学) 知识管理 心理学 计算机科学 质量(理念) 过程(计算) 生成模型 工作(物理) 价值(数学) 接口(物质) 人工智能应用 即兴创作 社会性 创造力 人类智力 人力资源 商品和服务 控制论 社会学习 认知科学 具身认知 人工智能 复制 人机交互 桥(图论)
作者
Fabrizio Dell’Acqua,Charles Ayoubi,Hila Lifshitz‐Assaf,Raffaella Sadun,Ethan Mollick,Lilach Mollick,Yi Han,Jeff Goldman,Hari Nair,Stew Taub,Karim R. Lakhani
出处
期刊:Organization Science [Institute for Operations Research and the Management Sciences]
卷期号:37 (4): 1217-1242 被引量:7
标识
DOI:10.1287/orsc.2025.20702
摘要

We examine how artificial intelligence (AI) impacts three core pillars of collaboration—performance enhancement, expertise integration, and social engagement—through a preregistered field experiment with 791 professionals at Procter & Gamble, a global consumer packaged goods company. Working on real product innovation challenges, professionals were randomly assigned to work either with or without AI, and either individually or with another professional in new product development teams. Our findings show that (1) AI significantly enhances performance: individuals with AI matched the performance of teams without AI, suggesting that AI can effectively replicate certain benefits of human collaboration. Moreover, (2) AI helps bridge functional silos: without AI, research and development professionals tended to suggest more technical solutions, whereas commercial professionals leaned toward commercially oriented proposals. Professionals using AI produced more balanced solutions, regardless of their professional background. (3) AI’s language-based interface prompted more positive self-reported emotional responses among participants, suggesting it can fulfill part of the social and motivational role traditionally offered by human teammates. Finally, decomposing the innovation process suggests that AI primarily enhances the quality of generated ideas, shifting the distribution of creative output upward, whereas human judgment retains value in evaluative selection. This finding highlights the multiple and complementary roles that human and AI partners can play in new product development tasks and creative problem solving. More generally, our results suggest that AI adoption in knowledge work affects not only performance but also how expertise and sociality appear within teams, offering insights into the impact of generative AI on collaborative work within organizations. Funding: Funding for this research was provided in part by Harvard Business School. Supplemental Material: The online appendix is available at https://doi.org/10.1287/orsc.2025.20702 .
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
洁净山柏完成签到,获得积分10
1秒前
粗暴的画板完成签到,获得积分10
11秒前
小AB完成签到 ,获得积分10
35秒前
爱笑歌曲完成签到,获得积分10
35秒前
Benhnhk21完成签到,获得积分10
38秒前
木头鱼完成签到,获得积分10
43秒前
cocolinfly完成签到 ,获得积分10
44秒前
49秒前
笑点低的丹蝶完成签到,获得积分10
59秒前
1分钟前
雪白小丸子完成签到,获得积分10
1分钟前
酷酷的大米完成签到,获得积分20
1分钟前
1分钟前
舒心天蓝完成签到,获得积分10
1分钟前
漂亮的颤完成签到,获得积分10
1分钟前
常有李完成签到,获得积分10
1分钟前
灿烂而孤独的八戒完成签到 ,获得积分10
1分钟前
李健的粉丝团团长的应助被CLW采纳,获得10
1分钟前
寒冷的断秋发布了新的文献求助150
1分钟前
高贵的鸿涛完成签到,获得积分10
1分钟前
寒冷的断秋完成签到,获得积分10
1分钟前
1分钟前
我是老大的应助被科研通管家采纳,获得10
1分钟前
v0id的应助被科研通管家采纳,获得10
1分钟前
共享精神的应助被科研通管家采纳,获得10
1分钟前
1分钟前
3sigma发布了新的文献求助30
2分钟前
drhwang完成签到,获得积分10
2分钟前
胡萝卜完成签到,获得积分10
2分钟前
优美的高山完成签到,获得积分10
2分钟前
玛卡巴卡爱吃饭完成签到 ,获得积分10
2分钟前
ZW发布了新的文献求助10
2分钟前
husky发布了新的文献求助50
2分钟前
轻松的寻桃完成签到,获得积分10
2分钟前
呆萌雨完成签到,获得积分10
2分钟前
清脆夜阑完成签到,获得积分10
2分钟前
舒心的勒完成签到,获得积分10
2分钟前
强健的梦秋完成签到,获得积分10
3分钟前
如果完成签到 ,获得积分10
3分钟前
娟子完成签到,获得积分10
3分钟前
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
Aspects of Post-SPE Phonology 2000
Performance standards for antimicrobial disk and dilution susceptibility tests for bacteria isolated from animals 888
Rosenblum, Global Change Biology 800
Holistic Discourse Analysis, Second Edition by Robert E. Longacre (2012-09-10) 666
Final Report for the 2-D Test of Model 901 Rotor and Wing Airfoils (BSWT 592) 528
Berberine regulates the TLR4 signaling pathway to suppress hypoxia-induced proliferation and migration of pulmonary arterial smooth muscle cells 520
热门求助领域 (近24小时)
化学 材料科学 医学 生物 计算机科学 工程类 纳米技术 物理 有机化学 化学工程 内科学 生物化学 复合材料 催化作用 心理学 细胞生物学 无机化学 电极 光电子学 人工智能
热门帖子
关注 科研通微信公众号,转发送积分 7887307
求助须知:如何正确求助?哪些是违规求助? 9399358
关于积分的说明 20831968
捐赠科研通 7489678
什么是DOI,文献DOI怎么找? 3356815
关于科研通互助平台的介绍 2495535
邀请新用户注册赠送积分活动 2384981