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Determinants of technological innovation in SMEs. Firm-level factors, agglomeration economies and the role of KIBS providers

机译:中小企业技术创新的决定因素。企业层面因素,集聚经济和KIBs供应商的作用

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摘要

The study of the determinants of innovation processes has received great attention in both the economics and the business literature. However, only few contributions have proposed a comprehensive framework able to bring together different but not mutually exclusive research approaches. This paper contributes to the analysis of the determinants of technological innovation - namely, product and process innovations - focusing on Italian manufacturing small and medium sized firms (SMEs) by accounting, simultaneously, for firm-specific characteristics, agglomeration economies and the role of KIBS providers. Specifically, the paper provides an empirical investigation which is built on a multi-dimensional theoretical basis which gathers the resource-based view of the firm and the new economic geography framework together. The empirical exercise employs data of about 4,000 Italian SMEs observed over the period 2004-2006 and drawn from the Unicredit-Capitalia database. Parametric probabilistic models are estimated in order to identify the joint effects of several potential determinants of successful technological innovation. Overall, results suggest that technological innovation in manufacturing SMEs is mainly driven by firm-specific characteristics. It emerges that experience and knowledge accumulated over time (i.e. age) as well as availability of human and capital resources (i.e. size) matter for being innovative firms. Moreover, innovative firms show both higher labour productivity levels and higher investments in R&D activities than non-innovative firms. Results partially support previous findings on the agglomeration-innovation relationship: overall, diversification (specialisation) externalities seem to positively (negatively) affect (high-tech) firms' probability of introducing technological innovations. Finally, results suggest that the spatial agglomeration of KIBS providers - i.e. being located in an area characterised by a high concentration of KIBS firms - does not matter per se: in fact, a positive effect emerges only when firms' heterogeneity in absorptive capacity is explicitly considered. Results show that only (low-tech) SMEs which invest in R&D activities benefit from a high geographic concentration of (professional and technological) KIBS firms.
机译:在经济学和商业文献中,对创新过程决定因素的研究都受到了极大的关注。但是,只有极少数的提案提出了一个综合框架,能够将不同但并非互斥的研究方法结合在一起。本文通过对企业特定的特征,集聚经济和KIBS的作用进行同时核算,从而对技术创新的决定因素(即产品和流程创新)进行了分析,重点关注意大利的制造业中小型企业(SME)。提供者。具体来说,本文提供了一个基于多维理论基础的实证研究,该研究将企业基于资源的观点与新的经济地理框架结合在一起。实证研究采用了从2004年至2006年期间从Unicredit-Capitalia数据库中观察到的约4,000家意大利中小型企业的数据。为了确定成功技术创新的几个潜在决定因素的共同影响,估计了参数概率模型。总体而言,结果表明,制造业中小企业的技术创新主要是由企业的特定特征驱动的。结果表明,随着时间的推移(即年龄)积累的经验和知识以及人力和资本资源(即规模)的可用性对于创新型公司至关重要。此外,与非创新型公司相比,创新型公司显示出更高的劳动生产率水平和对研发活动的更高投资。结果部分支持先前关于集聚与创新关系的发现:总体而言,多元化(专业化)外部性似乎对(高科技)公司引入技术创新的可能性产生积极(负面)影响。最后,结果表明,KIBS提供者的空间集聚(即位于以KIBS企业高度集中为特征的区域中)本身并不重要:实际上,只有当企业的吸收能力异质性明确时,积极影响才会显现考虑过的。结果表明,只有投资于研发活动的(低技术)中小企业才能从(专业和技术)KIBS公司的高度地理集中中受益。

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