智力资本对小企业成长的影响:来自Inc. 5000的纵向研究

IF 1.7 Q3 BUSINESS Small Enterprise Research Pub Date : 2021-05-04 DOI:10.1080/13215906.2021.1929431
Stanko Dimitrov, B. Cozzarin
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引用次数: 1

摘要

摘要本文探讨智力资本是否是中小企业成长的前兆。我们使用来自Inc. 5000的美国快速增长的中小企业的数据,并将公司与专利申请进行匹配。我们使用零膨胀负二项模型修正了内生性,以解释许多没有智力资本的中小企业。我们发现了智力资本对中小企业成长、收入和在《Inc.》5000强榜单上的年数的边际效益。我们发现,在各个行业,智力资本每增加1%,收入增长就会增加3.6%。结果因行业而异:特别是,IT服务、软件和电信是仅有的智力资本与增长之间存在正相关关系的行业。也许令人惊讶的是,商业服务、工程和卫生行业的中小企业随着智力资本的增加而出现负增长。
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Impact of intellectual capital on small-firm growth: a longitudinal study from Inc. 5000
ABSTRACT We explore whether intellectual capital is a precursor to Small and Medium Enterprise (SME) growth. We use data from Inc. 5000 of fast-growing SMEs in the USA and match companies to patent applications. We use a zero-inflated negative binomial model corrected for endogeneity to account for many SMEs without intellectual capital. We find the marginal benefit from intellectual capital on SME growth, revenue, and the number of years on the Inc. 5000 list. Across industries, we find a 1% increase in intellectual capital results in a 3.6% increase in revenue growth. The results change by industry: in particular, IT Services, Software, and Telecommunications are the only sectors that have a positive relationship between intellectual capital and growth. Perhaps surprisingly, SMEs in the Business Services, Engineering, and Health industry sectors experience negative growth with an increase in intellectual capital.
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CiteScore
3.90
自引率
11.80%
发文量
16
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