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How does cluster location and intellectual capital impact entrepreneurial success within high-growth firms?

机译:集群地理位置如何和智力资本影响高增长公司内的企业家成功?

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Purpose The purpose of this paper is to examine the role of intellectual capital and knowledge management in the entrepreneurial success of firms through a research model which is subsequently tested empirically. Design/methodology/approach The paper utilises the knowledge-based perspective to formulate three sets of hypotheses which the authors subsequently test in the empirical analysis on data derived from the Orbis database, which includes over 1-million data points from approximately 240,000 firms across 174 geographic subdivisions of economic regions in 14 European countries, from 2010 to 2013. The analysis utilises probit model regressions on the likelihood of becoming a high-growth firms (HGF), in the presence of a number of control factors including firm age, firm size, tangible assets, foreign ownership, competitiveness (via Herfindahl index), return on assets, industry sector and country location. Findings Findings from our analysis suggest that investments in intangible assets and generating patents from research and development (R&D) efforts is positively related to the likelihood of becoming a HGF. In addition, cluster membership seems to be a positive influence on becoming a HGF, however the moderating impact of intangible investments and patents is less clear in clusters. Research limitations/implications The authors highlight the mixed effects from cluster membership and the beneficial impact from intellectual capital and knowledge management in achieving high growth firm status. Originality/value The authors derive and test our research model, which outlines the interrelationship of the various factors leading to firms becoming high-growth firms. The results suggest that there may be further fruitful ground for future investigation in the intersections of knowledge management and intellectual capital concepts within entrepreneurial contexts.
机译:目的本文的目的是通过一个研究模型来检验智力资本和知识管理在企业创业成功中的作用,该模型随后进行了实证检验。设计/方法/途径本文利用基于知识的视角,提出了三组假设,作者随后在对Orbis数据库数据的实证分析中对这些假设进行了检验。Orbis数据库包括2010年至2013年14个欧洲国家174个经济区约24万家企业的100多万个数据点。该分析利用了probit模型对成为高增长企业(HGF)的可能性进行回归,并考虑了一些控制因素,包括企业年龄、企业规模、有形资产、外国所有权、竞争力(通过Herfindahl指数)、资产回报率、行业和国家位置。我们的分析结果表明,无形资产投资和研发(R&D)成果产生的专利与成为HGF的可能性正相关。此外,集群成员资格似乎对成为HGF有积极影响,但无形投资和专利的调节作用在集群中并不明显。研究限制/影响作者强调了集群成员的混合效应,以及智力资本和知识管理对实现高增长企业地位的有益影响。原创性/价值作者推导并测试了我们的研究模型,该模型概述了导致企业成为高增长企业的各种因素之间的相互关系。研究结果表明,在创业背景下,知识管理和智力资本概念的交叉点可能会为未来的研究提供更为丰富的基础。

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