复杂性与创新:社会互动与企业全要素生产率

C. Antonelli, Giuseppe Scellato
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引用次数: 4

摘要

社会互动作为经济动态驱动因素的分析代表了复杂性经济学的一个不断发展的领域。社会互动是相互依赖的一种特殊形式,通过这种形式,其他行动者的行为变化会影响家庭的效用函数结构和生产者的生产函数结构。在本文中,我们将社会互动的一般概念应用于创新和技术变革的经济学领域。特别是,我们讨论了知识溢出文献和熊彼特的创造性反应概念如何在建立在复杂动态中的社会互动概念的一般框架内进行协调。本文对1996-2005年间7020家意大利制造业公司的企业全要素生产率(TFP)进行了实证分析。研究表明,企业层面TFP的变化显著地受到局部社会互动的影响。这种证据对于采取适当的区域和部门控制以及对潜在的内生性问题进行计量经济学说明都是有力的。此外,我们发现有证据表明,竞争压力的变化,即创造性反应渠道,显著影响企业层面的全要素生产率,并对源自知识溢出的局部社会互动产生附加效应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Complexity and Innovation: Social Interactions and Firm Level Total Factor Productivity
The analysis of social interactions as drivers of economic dynamics represents a growing field of the economics of complexity. Social interactions are a specific form of interdependence whereby the changes in the behavior of other agents affect the structure of the utility functions for households and of the production functions for producers. In this paper, we apply the general concept of social interactions to the area of the economics of innovation and technological change. In particular, we discuss how both the knowledge spillovers literature and the Schumpeterian notion of creative reaction can be reconciled within a general framework building on the concept of social interactions within complex dynamics. The paper presents an empirical analysis of firm level total factor productivity (TFP) for a sample of 7020 Italian manufacturing companies observed during years 1996-2005. We show that changes in firm level TFP are significantly affected by localised social interactions. Such evidence is robust to the introduction of appropriate regional and sectoral controls, as well as to econometric specifications accounting for potential endogeneity problems. Moreover, we find evidence suggesting that changes in competitive pressure, namely the creative reaction channel, significantly affect firm level TFP with and additive effect with respect to localised social interactions deriving from knowledge spillovers.
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