创业、技术和创新关系的演变:一个主题建模的视角

Surabhi Singh, Shiwangi Singh, Sanjay Dhir
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引用次数: 3

摘要

企业家精神被认为是经济增长的强大支柱。在当今竞争激烈的时代,技术和创新促进了企业的竞争力和长期生存。因此,关于创业、技术与创新(ETI)互联互通的研究日益增多,需要进一步巩固。本研究对ETI进行了最新的回顾,并提出了研究议程。基于主题建模和语义网络分析,本研究将创业、科技和创新文章划分为8个不同的主题,并确定了它们之间的关系。该研究确定了通过Scopus数据库收集的1407篇文章。八个突出的研究主题出现:创新类型(主题1),小企业绩效(主题2),性别在数字创业中的作用(主题3),创业生态系统(主题4),技术风险(主题5),风险可持续性和成长(主题6),技术转移(主题7)和政府政策(主题8)。在本研究中,重点讨论了未来研究方向的理论含义。此外,利用语义网络,本研究提出了一个顺序中介模型。它提供了来自已识别主题的关键字之间的相互联系的图形表示,揭示了通过传统审查方法可能无法立即显现的更深层次的见解。此外,本文还为研究人员和从业者提供了一系列见解。
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The evolving relationship of entrepreneurship, technology, and innovation: A topic modeling perspective
Entrepreneurship is considered as a strong pillar for economic growth. In today's competitive era, technology and innovation facilitate firms’ competitiveness and long-term survival. Therefore, the research on the interconnection of entrepreneurship, technology, and innovation (ETI) is growing and requires consolidation. This study presents a state-of-the-art review on ETI and presents a research agenda. Based on the topic modeling and semantic network analysis, this study classifies entrepreneurship, technology, and innovation articles into eight different topics and identifies the relationships among them. The study identifies 1407 articles collected through Scopus database. Eight salient research themes emerge: types of innovation (Topic 1), small venture performance (Topic 2), role of gender in digital entrepreneurship (Topic 3), entrepreneurial ecosystem (Topic 4), technological ventures (Topic 5), venture sustainability and growth (Topic 6), technology transfer (Topic 7), and government policies (Topic 8). The theoretical implications highlighting future research avenues are discussed in this study. Additionally, utilizing the semantic network, this study proposes a sequential mediation model. It provides a graphic representation of the interconnectivity between keywords from the identified topics, revealing deeper insights that may not be immediately apparent through traditional review methods. Further, this paper presents a range of insights for researchers and practitioners.
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