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 数学 哲学 物理 财务 认识论 机器学习 政治 纯数学 法学 热力学
作者
Adam Shore,Manisha Tiwari,Priyanka Tandon,Cyril Foropon
出处
期刊:Technovation [Elsevier BV]
卷期号:135: 103063-103063 被引量:1
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
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
1秒前
2秒前
ding应助钱念波采纳,获得20
3秒前
HongqiZhang完成签到 ,获得积分10
4秒前
材化小将军完成签到,获得积分10
4秒前
郭辉完成签到,获得积分10
7秒前
翻斗花园牛爷爷完成签到 ,获得积分10
7秒前
BeenThrough完成签到 ,获得积分10
7秒前
8秒前
9秒前
9秒前
9秒前
李健应助管恩杰采纳,获得10
11秒前
blush完成签到 ,获得积分10
12秒前
cdercder应助郭辉采纳,获得10
13秒前
哇哇哇完成签到 ,获得积分10
14秒前
恋雅颖月发布了新的文献求助10
14秒前
二两白茶发布了新的文献求助10
14秒前
18秒前
20秒前
二两白茶完成签到,获得积分10
20秒前
乐乐应助peikyang采纳,获得10
21秒前
1234发布了新的文献求助10
22秒前
hhp发布了新的文献求助10
24秒前
光亮的太阳完成签到,获得积分10
25秒前
ming完成签到,获得积分10
27秒前
所所应助1234采纳,获得10
31秒前
32秒前
36秒前
SciGPT应助Enri采纳,获得10
37秒前
夜安发布了新的文献求助10
39秒前
39秒前
11完成签到 ,获得积分10
40秒前
哈哈哈完成签到 ,获得积分10
42秒前
酷波er应助水若冰寒采纳,获得10
43秒前
深情安青应助单薄的南蕾采纳,获得10
43秒前
略略略完成签到 ,获得积分10
44秒前
钱念波发布了新的文献求助20
44秒前
Sid完成签到,获得积分10
47秒前
wgglegg发布了新的文献求助10
48秒前
高分求助中
【此为提示信息,请勿应助】请按要求发布求助,避免被关 20000
Les Mantodea de Guyane Insecta, Polyneoptera 2500
Technologies supporting mass customization of apparel: A pilot project 450
Brain and Heart The Triumphs and Struggles of a Pediatric Neurosurgeon 400
Cybersecurity Blueprint – Transitioning to Tech 400
Mixing the elements of mass customisation 400
Периодизация спортивной тренировки. Общая теория и её практическое применение 310
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 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3783129
求助须知:如何正确求助?哪些是违规求助? 3328480
关于积分的说明 10236624
捐赠科研通 3043565
什么是DOI,文献DOI怎么找? 1670577
邀请新用户注册赠送积分活动 799766
科研通“疑难数据库(出版商)”最低求助积分说明 759119