Working Paper: NBER ID: w31295
Authors: Sebastian Galiani; Ramiro H. Gálvez; Ian Nachman
Abstract: This article presents a comprehensive analysis of trends in the publication and citation of economics scholarly research, with a focus on specialization within fields of economics research (i.e., applied, applied theory, econometrics methods, and theory). We collected detailed data on 24,273 articles published from 1970 to 2016 in highly regarded general research economics journals. We then used state-of-the-art machine learning and natural language processing techniques to further enrich the collected data. Our findings reveal significant disparities in article content and citations across fields of economics research. The analysis indicates growing specialization trends in theory and econometric methods. In contrast, applied papers are covering a wider range of topics and receiving an increasing proportion of extramural citations over time. By 2016, applied ranked among the most or second most cited field by any other field of economics research. These patterns are consistent with applied papers becoming more multidisciplinary. Applied theory articles have also demonstrated a growing breadth of topics covered (similar to applied articles); however, this has not been accompanied by an increase in extramural citations or in the share of citations received from other fields of economics research (as observed with theory articles). This makes it challenging to determine their specialization status.
Keywords: No keywords provided
JEL Codes: A1
Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.
| Cause | Effect |
|---|---|
| theory and econometric methods (C13) | narrowing focus on specific research topics (Z00) |
| narrowing focus on specific research topics (Z00) | decrease in extramural citations (A14) |
| applied papers (C01) | increase in extramural citations (A14) |
| applied papers (C01) | broader range of topics (Z00) |
| theory articles (C01) | concentration on formal mathematical proofs and game theory (C72) |
| econometric methods (C51) | focus on computational statistics and estimators (C13) |
| applied theory articles (C01) | broadened subject matter (Z00) |