Building entrepreneurial resilience during crisis using generative AI: An empirical study on SMEs

结构方程建模 弹性(材料科学) 订单(交换) 心理弹性 市场导向 实证研究 营销 产业组织 创业 动态能力 维数(图论) 投资(军事) 业务 经济 心理学 计算机科学 社会心理学 政治学 纯数学 法学 机器学习 哲学 物理 认识论 热力学 政治 数学 财务
作者
Adam Shore,Manisha Tiwari,Priyanka Tandon,Cyril Foropon
出处
期刊:Technovation [Elsevier]
卷期号:135: 103063-103063 被引量:72
标识
DOI:10.1016/j.technovation.2024.103063
摘要

Recently, Gen AI has garnered significant attention across various sectors of society, particularly capturing the interest of small business due to its capacity to allow them to reassess their business models with minimal investment. To understand how small and medium-sized firms have utilised Gen AI-based tools to cope with the market's high level of turbulence caused by the COVID-19 pandemic, geopolitical crises, and economic slowdown, researchers have conducted an empirical study. Although Gen AI is receiving more attention, there remains a dearth of empirical studies that investigate how it influences the entrepreneurial orientation of firms and their ability to cultivate entrepreneurial resilience amidst market turbulence. Most of the literature offers anecdotal evidence. To address this research gap, the authors have grounded their theoretical model and research hypotheses in the contingent view of dynamic capability. They tested the research hypotheses using cross-sectional data from a pre-tested survey instrument, which yielded 87 useable responses from small and medium enterprises in France. The authors used variance-based structural equation modelling with the commercial WarpPLS 7.0 software to test the theoretical model. The study's findings suggest that Gen AI and EO have a significant influence on building entrepreneurial resilience as higher-order and lower-order dynamic capabilities. However, market turbulence has a negative moderating effect on the path that joins entrepreneurial orientation and entrepreneurial resilience. The results suggest that the assumption that high market turbulence will have positive effects on dynamic capabilities and competitive advantage is not always true, and the linear assumption does not hold, which is consistent with some scholars' assumptions. The study's results offer significant contributions to the contingent view of dynamic capabilities and open new research avenues that require further investigation into the non-linear relationship of market turbulence.
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
Wawoo发布了新的文献求助10
1秒前
北城南笙完成签到,获得积分10
2秒前
4秒前
5秒前
5秒前
6秒前
桐桐应助小付采纳,获得10
7秒前
WilliamTT完成签到,获得积分10
7秒前
TIANRU发布了新的文献求助10
7秒前
香蕉诗蕊应助xueyu采纳,获得30
9秒前
我是老大应助net80yhm采纳,获得10
10秒前
css1997完成签到,获得积分10
11秒前
认真沅完成签到,获得积分10
11秒前
11秒前
11秒前
12秒前
刘gg发布了新的文献求助10
12秒前
在水一方应助LuckyM采纳,获得10
13秒前
任性雪糕完成签到 ,获得积分10
13秒前
14秒前
震动的坤完成签到,获得积分10
15秒前
香蕉觅云应助开元采纳,获得10
15秒前
15秒前
TIANRU完成签到,获得积分10
16秒前
16秒前
17秒前
chen完成签到 ,获得积分10
19秒前
木木完成签到,获得积分10
19秒前
Ikejima发布了新的文献求助10
20秒前
小熊宝宝完成签到,获得积分20
20秒前
xueyu给xueyu的求助进行了留言
21秒前
21秒前
22秒前
22秒前
sunbigfly完成签到,获得积分10
22秒前
CodeCraft应助来杯冰美式采纳,获得10
23秒前
23秒前
23秒前
24秒前
乐乐应助aurora采纳,获得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 1601
Lloyd's Register of Shipping's Approach to the Control of Incidents of Brittle Fracture in Ship Structures 800
Biology of the Reptilia. Volume 21. Morphology I. The Skull and Appendicular Locomotor Apparatus of Lepidosauria 620
A Guide to Genetic Counseling, 3rd Edition 500
Laryngeal Mask Anesthesia: Principles and Practice. 2nd ed 500
The Composition and Relative Chronology of Dynasties 16 and 17 in Egypt 500
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5557364
求助须知:如何正确求助?哪些是违规求助? 4642491
关于积分的说明 14668208
捐赠科研通 4583880
什么是DOI,文献DOI怎么找? 2514433
邀请新用户注册赠送积分活动 1488796
关于科研通互助平台的介绍 1459413