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arXiv 1204.6549physics.soc-phcs.SI
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专利的幂律分布作为创新指标

Power Law Distributions of Patents as Indicators of Innovation

D. R. J. O'Neale, S. C. Hendy

摘要:

一个国家产生的专利总数(或人均产生的专利数量)通常被用作创新的指标。在这里,我们提出的证据表明,在许多经合组织国家的申请人之间的专利分布是很好地描述了幂律与指数之间的变化1.66(日本)和2.37(波兰)。使用基于生成幂律的简单优先附着类型规则的模拟,我们发现我们可以解释国家之间指数的一些变化,每个申请人拥有更多专利的国家通常在模拟和实际数据中表现出较小的指数。同样,我们发现,大多数国家的指数与其他创新指标呈负相关,如研发强度或出口篮子的普遍性。这表明,在指数值往往较小的较发达经济体中,大公司申请的专利在专利总数中所占的比例高于较不发达国家。

英文摘要:

The total number of patents produced by a country (or the number of patents produced per capita) is often used as an indicator for innovation. Here we present evidence that the distribution of patents amongst applicants within many OECD countries is well-described by power laws with exponents that vary between 1.66 (Japan) and 2.37 (Poland). Using simulations based on simple preferential attachment-type rules that generate power laws, we find we can explain some of the variation in exponents between countries, with countries that have larger numbers of patents per applicant generally exhibiting smaller exponents in both the simulated and actual data. Similarly we find that the exponents for most countries are inversely correlated with other indicators of innovation, such as R&D intensity or the ubiquity of export baskets. This suggests that in more advanced economies, which tend to have smaller values of the exponent, a greater proportion of the total number of patents are filed by large companies than in less advanced countries.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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