scholarly journals Should asset managers pay for economic research? A machine learning evaluation

2020 ◽  
Vol 6 ◽  
pp. 31-48
Author(s):  
Krzysztof Rybinski
2020 ◽  
Vol 58 (1) ◽  
pp. 3-52 ◽  
Author(s):  
Josh Angrist ◽  
Pierre Azoulay ◽  
Glenn Ellison ◽  
Ryan Hill ◽  
Susan Feng Lu

Does academic economic research produce material of general scientific value, or do academic economists write only for peers? Is economics scholarship uniquely insular? We address these questions by quantifying interactions between economics and other disciplines. Changes in the influence of economic scholarship are measured here by the frequency with which other disciplines cite papers in economics journals. We document a clear rise in the extramural influence of economic research, while also showing that economics is increasingly likely to reference other social sciences. A breakdown of extramural citations by economics fields shows broad field influence. Differentiating between theoretical and empirical papers classified using machine learning, we see that much of the rise in economics’ extramural influence reflects growth in citations to empirical work. This growth parallels an increase in the share of empirical cites within economics. At the same time, some disciplines that primarily cite economic theory have also recently increased citations of economics scholarship. ( JEL A11, A14)


IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 211610-211620
Author(s):  
Thushara Gunda ◽  
Sean Hackett ◽  
Laura Kraus ◽  
Christopher Downs ◽  
Ryan Jones ◽  
...  

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