论文标题
创新和收入：深入研究财富500强公司的临时行换速器
Innovation and Revenue: Deep Diving into the Temporal Rank-shifts of Fortune 500 Companies
论文作者
论文摘要
研究和创新对于任何公司在市场上保持竞争力都是重要的议程。创新与收入之间的关系是公司决定要投资的未来研究金额的关键指标。评估创新的两个重要参数是科学论文和专利的数量和质量。我们的工作研究了一段时间内创新和专利活动之间的关系。我们对从美国专利局收集的REED技术指数中可用的专利引用数据集进行了全面研究。我们观察到参数之间的几个有趣的关系，例如（i）专利申请的数量，（ii）专利赠款，（iii）专利的引用和财富500家公司等级。我们还研究了多年来这些参数的趋势，并通过定性和直观的推理得出了这些参数的因果解释。为了促进可再现的研究，我们在https://github.com/mayank4490/innovation-and-revenue上公开提供所有处理过的专利数据集。
Research and innovation is important agenda for any company to remain competitive in the market. The relationship between innovation and revenue is a key metric for companies to decide on the amount to be invested for future research. Two important parameters to evaluate innovation are the quantity and quality of scientific papers and patents. Our work studies the relationship between innovation and patenting activities for several Fortune 500 companies over a period of time. We perform a comprehensive study of the patent citation dataset available in the Reed Technology Index collected from the US Patent Office. We observe several interesting relations between parameters like the number of (i) patent applications, (ii) patent grants, (iii) patent citations and Fortune 500 ranks of companies. We also study the trends of these parameters varying over the years and derive causal explanations for these with qualitative and intuitive reasoning. To facilitate reproducible research, we make all the processed patent dataset publicly available at https://github.com/mayank4490/Innovation-and-revenue.
