How and when generative AI use affects employee incremental and radical creativity: an empirical study in China

创造力 独创性 生成语法 探索性研究 业务 实证研究 结构方程建模 杠杆(统计) 营销 知识管理 心理学 社会学 计算机科学 人工智能 社会心理学 认识论 哲学 社会科学 机器学习
作者
Xin Zhang,Peng Yu,Liang Ma
出处
期刊:European Journal of Innovation Management [Emerald (MCB UP)]
被引量:15
标识
DOI:10.1108/ejim-04-2024-0466
摘要

Purpose The potential of generative AI (GenAI) to stimulate employee creativity has received extensive attention from industry and academia. However, there is still limited research on strategically using GenAI to leverage its positive effects on employee creativity. This study aims to clarify the effects of different GenAI use purposes on employee creativity. Design/methodology/approach Based on self-determination theory, this study explores the effects of work-related and nonwork-related GenAI use on incremental and radical creativity through the mediator role of exploratory and exploitative learning and the boundary role of perceived ease of use. This study constructs a theoretical model and uses structural equation modeling to test the model by analyzing survey data from 330 employees. Findings (1) Work-related and nonwork-related GenAI use positively impacts incremental and radical creativity through exploratory and exploitative learning; (2) work-related GenAI use contributes more to exploitative learning than to exploratory learning, while nonwork-related GenAI use contributes more to exploratory learning than to exploitative learning; (3) exploitative learning has a stronger positive impact on incremental creativity, and exploratory learning has a stronger positive impact on radical creativity; (4) perceived ease of use weakens the positive effects of nonwork-related GenAI use on exploratory and exploitative learning. Originality/value First, this study enriches employee creativity research by revealing the relationship between different GenAI use purposes and incremental and radical creativity. Second, this study enriches employee creativity research by revealing the mediating role of exploratory and exploitative learning between GenAI use and incremental and radical creativity. Finally, this study enriches GenAI use research by revealing the moderating role of perceived ease of use between GenAI use and employee learning.
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
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

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
知鸢完成签到,获得积分10
1秒前
yym发布了新的文献求助10
1秒前
沉默洋葱完成签到,获得积分10
2秒前
御坂10576号完成签到,获得积分10
2秒前
2秒前
2秒前
Jack发布了新的文献求助10
3秒前
量子星尘发布了新的文献求助10
3秒前
3秒前
任震宇发布了新的文献求助50
5秒前
上官若男应助每每采纳,获得30
6秒前
yuhanz发布了新的文献求助10
6秒前
Jankin完成签到 ,获得积分10
7秒前
明理靖雁发布了新的文献求助10
8秒前
bing完成签到 ,获得积分10
8秒前
liu发布了新的文献求助30
8秒前
两滴水的云完成签到,获得积分10
9秒前
9秒前
虚幻平露完成签到,获得积分10
9秒前
华仔应助葛佳鑫采纳,获得10
13秒前
生物科研小白完成签到 ,获得积分10
13秒前
100完成签到,获得积分10
14秒前
14秒前
You完成签到,获得积分10
14秒前
张凯歌完成签到,获得积分10
15秒前
在水一方应助爱听歌笑寒采纳,获得10
18秒前
Cyuan完成签到,获得积分20
18秒前
深情安青应助tcheng采纳,获得10
18秒前
孙智远发布了新的文献求助10
19秒前
临风完成签到,获得积分10
19秒前
20秒前
勤劳宛菡完成签到 ,获得积分10
22秒前
杀出个黎明举报求助违规成功
22秒前
秀丽小猫咪举报求助违规成功
22秒前
无头骑士举报求助违规成功
22秒前
22秒前
Jack完成签到,获得积分10
23秒前
Ava应助小Z采纳,获得10
23秒前
湘江河发布了新的文献求助10
25秒前
躺平小李完成签到,获得积分10
25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
List of 1,091 Public Pension Profiles by Region 1581
以液相層析串聯質譜法分析糖漿產品中活性雙羰基化合物 / 吳瑋元[撰] = Analysis of reactive dicarbonyl species in syrup products by LC-MS/MS / Wei-Yuan Wu 1000
Biology of the Reptilia. Volume 21. Morphology I. The Skull and Appendicular Locomotor Apparatus of Lepidosauria 600
The Scope of Slavic Aspect 600
Foregrounding Marking Shift in Sundanese Written Narrative Segments 600
Rousseau, le chemin de ronde 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 物理化学 基因 遗传学 催化作用 冶金 量子力学 光电子学
热门帖子
关注 科研通微信公众号,转发送积分 5539506
求助须知:如何正确求助?哪些是违规求助? 4626266
关于积分的说明 14598554
捐赠科研通 4567151
什么是DOI,文献DOI怎么找? 2503851
邀请新用户注册赠送积分活动 1481627
关于科研通互助平台的介绍 1453241