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Power Law Distributions of Patents as Indicators of Innovation

机译:专利的幂法分布作为创新指标

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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 countries is well-described by power laws with exponents that vary between 1.66 (Japan) and 2.37 (Poland). We suggest that this exponent is a useful new metric for studying innovation. 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 research and development 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.
机译:一个国家生产的专利总数(或人均生产的专利数)通常被用作创新的指标。在这里,我们提供的证据表明,许多国家/地区的专利法在电力法中都已很好地描述了,专利权的分配范围在1.66(日本)和2.37(波兰)之间。我们建议该指数是研究创新的有用的新指标。使用基于简单的优先依附类型规则的模拟(生成幂律),我们发现我们可以解释国家之间指数的某些变化,每个申请人拥有专利数量较大的国家在模拟数据和实际数据中通常都显示较小的指数。同样,我们发现大多数国家的指数与其他创新指标(例如研发强度或出口篮子的普遍性)成反比。这表明,在指数值往往较小的较发达的经济体中,大公司提交的专利总数中所占的比例要比较不发达的国家高。

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