Impact of artificial intelligence assimilation on firm performance: The mediating effects of organizational agility and customer agility

知识管理 业务 组织绩效 实证研究 边疆 营销 计算机科学 政治学 哲学 认识论 法学
作者
Samuel Fosso Wamba
出处
期刊:International Journal of Information Management [Elsevier]
卷期号:67: 102544-102544 被引量:28
标识
DOI:10.1016/j.ijinfomgt.2022.102544
摘要

In the emerging literature on artificial intelligence (AI) and other disruptive technologies, the importance of technological assimilation has been recognized for high operational and strategic organizational benefits and economic growth. AI is considered as the next productivity frontier for its high capability to transform almost all aspects of intra-and-inter-organizational operations across the industry. Yet, the literature lacks empirical studies on how AI assimilation could lead to improved organizational outcomes such as organizational agility, customer agility and firm performance. This study is an initial attempt to fill this research gap. It draws on the dynamic capability view and the available studies on AI to investigate the impacts of AI assimilation (AIASS) on firm performance (FPERF). Then, it assesses the mediating effects of organizational agility (ORGAG) and customer agility (CUSTAG) on the relationship between the AIASS and FPERF. This study uses an online survey-based approach to collect data from 205 supply chain executives in the USA to test the proposed research model. The findings confirm that AIASS is an important predictor of FPERF, CUSTAG, and ORGAG, with stronger effects on ORGAG. Moreover, ORGAG is an important predictor of CUSTAG and FPERF, with stronger effects on CUSTAG. Furthermore, CUSTAG and ORGAG were found to be complementary partial mediators of the relationship between AIASS and FPERF. These results are discussed, with implications for research and practice. Some limitations to the study are presented, which opens up future research perspectives.
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
大幅提高文件上传限制,最高150M (2024-4-1)

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
研友_850EYZ发布了新的文献求助10
2秒前
3秒前
dddd17完成签到,获得积分10
3秒前
NexusExplorer应助fantexi113采纳,获得10
5秒前
6秒前
杜杜的科研神器完成签到,获得积分10
7秒前
yps发布了新的文献求助10
8秒前
狂野的念波完成签到,获得积分10
8秒前
9秒前
奋斗冰儿完成签到 ,获得积分10
10秒前
Cat完成签到,获得积分0
10秒前
14秒前
皮念寒完成签到,获得积分10
14秒前
Ava应助hihi采纳,获得10
15秒前
FashionBoy应助yaqingzi采纳,获得10
16秒前
17秒前
我要找到你完成签到 ,获得积分10
19秒前
虾米君发布了新的文献求助10
19秒前
hong发布了新的文献求助10
19秒前
yps发布了新的文献求助10
21秒前
fantexi113发布了新的文献求助10
22秒前
木南楠a完成签到,获得积分10
24秒前
ala完成签到,获得积分10
24秒前
maomao完成签到,获得积分10
25秒前
26秒前
26秒前
小点点完成签到,获得积分10
29秒前
maomao发布了新的文献求助10
30秒前
dddd17关注了科研通微信公众号
31秒前
sophyia完成签到,获得积分20
32秒前
汉堡包应助科研通管家采纳,获得10
32秒前
田様应助科研通管家采纳,获得10
32秒前
32秒前
xs完成签到,获得积分10
32秒前
小点点发布了新的文献求助10
33秒前
zz完成签到,获得积分10
33秒前
yps发布了新的文献求助100
33秒前
hxm完成签到,获得积分10
33秒前
李健应助fantexi113采纳,获得10
35秒前
35秒前
高分求助中
Teaching Social and Emotional Learning in Physical Education 900
Recherches Ethnographiques sue les Yao dans la Chine du Sud 500
Plesiosaur extinction cycles; events that mark the beginning, middle and end of the Cretaceous 500
Two-sample Mendelian randomization analysis reveals causal relationships between blood lipids and venous thromboembolism 500
Chinese-English Translation Lexicon Version 3.0 500
[Lambert-Eaton syndrome without calcium channel autoantibodies] 440
薩提亞模式團體方案對青年情侶輔導效果之研究 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 有机化学 工程类 生物化学 纳米技术 物理 内科学 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 电极 光电子学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 2388639
求助须知:如何正确求助?哪些是违规求助? 2094819
关于积分的说明 5274498
捐赠科研通 1821785
什么是DOI,文献DOI怎么找? 908696
版权声明 559437
科研通“疑难数据库(出版商)”最低求助积分说明 485524