How can artificial intelligence capabilities empower sustainable business model innovation? A dynamic capability perspective

透视图(图形) 动态能力 知识管理 过程管理 计算机科学 业务 商业模式 商业智能 营销 人工智能
作者
Nan Wang,Shan L. Pan,Yu Wang
出处
期刊:Business Process Management Journal [Emerald Publishing Limited]
卷期号:31 (7): 3003-3025 被引量:12
标识
DOI:10.1108/bpmj-11-2024-1045
摘要

Purpose This study attempts to employ a dynamic capability perspective to delve into the effects of artificial intelligence capabilities on sustainable business model innovation, while considering strategic agility as a mediator and environmental dynamism as a moderator. Design/methodology/approach This study employed the partial least squares-structural equation modeling (PLS-SEM) and the fuzzy-set qualitative comparative analysis (fsQCA) methodologies to conduct the empirical analysis of the data from 337 Chinese firms. Findings The results reveal that artificial intelligence capabilities contribute positively to sustainable business model innovation, which is mediated by strategic agility. Additionally, environmental dynamism strengthens the impact of artificial intelligence capabilities on resource fluidity. Practical implications Firms should prioritize the enhancement of artificial intelligence capabilities to leverage their role in sensing opportunities. Meanwhile, they should deploy strategic agility and monitor competitive environment to better seize the sensed opportunities. Originality/value First, this study takes the capability perspective of artificial intelligence to examine its impact on sustainable business model innovation. Second, this study reveals the inner mechanisms between artificial intelligence capabilities and sustainable business model innovation by investigating the mediating role of strategic agility. Third, this study clarifies boundary conditions for the relationship between artificial intelligence capabilities and strategic agility by examining the moderating role of environmental dynamism.
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
Zephyrite应助天下采纳,获得30
1秒前
tomato发布了新的文献求助10
1秒前
wick发布了新的文献求助10
1秒前
小王发布了新的文献求助30
1秒前
369ninja发布了新的文献求助10
1秒前
2秒前
Merci完成签到,获得积分10
2秒前
2秒前
cindy发布了新的文献求助10
2秒前
LIUDEHUA发布了新的文献求助10
2秒前
酷波er应助ziang采纳,获得10
3秒前
路漫漫123完成签到,获得积分10
3秒前
3秒前
Deposit完成签到 ,获得积分10
3秒前
上官若男应助刚刚好采纳,获得10
3秒前
4秒前
4秒前
黄小小完成签到,获得积分10
4秒前
ZS完成签到,获得积分10
4秒前
5秒前
张云洁完成签到,获得积分10
5秒前
科研通AI6.4应助嘻哈师徒采纳,获得10
5秒前
碱性染料发布了新的文献求助10
5秒前
6秒前
hdanile完成签到,获得积分10
6秒前
chutai完成签到,获得积分10
6秒前
6秒前
干净灵槐完成签到,获得积分10
6秒前
neverlost6发布了新的文献求助10
6秒前
帅哥吴克完成签到,获得积分10
7秒前
7秒前
害羞大雁发布了新的文献求助10
7秒前
8秒前
无极微光应助高高的语风采纳,获得20
9秒前
aimeng发布了新的文献求助10
9秒前
9秒前
9秒前
9秒前
第七兵团司令完成签到,获得积分10
10秒前
君君发布了新的文献求助10
10秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(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
Development of a Bridge Weigh-In-Motion System: A technology to convert the bridge response to the passage of traffic into data on vehicle configurations, speeds, times of travel and weights 1000
Organic Reactions, Volume 116 1000
Current concepts in cutaneous toxicity : proceedings of the Fourth Conference on Cutaneous Toxicity, Washington, D.C., May 9-11, 1979 1000
ズームレンズの光学設計に関する研究 800
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7276659
求助须知:如何正确求助?哪些是违规求助? 8897717
关于积分的说明 18814603
捐赠科研通 6949147
什么是DOI,文献DOI怎么找? 3206144
关于科研通互助平台的介绍 2377397
邀请新用户注册赠送积分活动 2181052