Hynes, Ryan M.
Hynes, Ryan M.
Hynes, Ryan M.
Now showing 1 - 3 of 3
- PublicationOK Computer: The Creation and Integration of AI in EuropeThis paper investigates the creation and integration of Artificial Intelligence (AI) patents in Europe. We create a panel of AI patents over time, mapping them into regions at the NUTS2 level. We then proceed by examining how AI is integrated into the knowledge space of each region. In particular, we find that those regions where AI is most embedded into the innovation landscape are also those where the number of AI patents is largest. This suggests that to increase AI innovation it may be necessary to integrate it with industrial development, a feature central to many recent AI-promoting policies.
- PublicationPatent Boxes and the Success Rate of ApplicationsPatent boxes significantly reduce the corporate tax rate applied to income earned from a patent. This incentivizes firms to increase the likelihood of a patent application being granted by creating more novel research and using more successful legal representation when filing the application. Conversely, it supports submitting applications for marginally novel innovations that otherwise would not have been submitted, lowering the probability of success. We use data from applications to the European Patent Office from 1978 to 2019 and find that the introduction of a patent box increases the average success rate of applications from large, corporate innovators by 6.9 percentage points. This impact only materializes two years after a patent box takes effect, suggesting that improved research effort is the dominant response by firms. Therefore patent boxes may help to increase innovation novelty and improve the overall quality of research.
- PublicationHops, Skip & a Jump: The Regional Uniqueness of Beer StylesPerhaps more than any other product, beer evokes the place it was made. Weißbier and Germany, dubbels and Belgium, and most of all, Guinness and Ireland. Part of what makes these beers so memorable is what sets them apart and gives them their ‘taste of place’. Many studies have tried to place that taste, and due to a lack of detailed data, have relied largely on qualitative methods to do so. We introduce a novel data set of regionalized beer recipes, styles, and ingredients collected from a homebrewing website. We then turn to the methods of evolutionary economic geography to create regional ingredient networks for recipes within a style of beer, and identify which ingredients are most important to certain styles. Along with identifying these keystone ingredients, we calculate a style’s resiliency or reliance on one particular ingredient. We compare this resiliency within similar styles in different regions and across different styles in the same region to isolate the effects of region on ingredient choice. We find that while almost all beer styles have only a handful of key ingredients, some styles are more resilient than others due to readily available substitute ingredients in their region.