Cassatts in the Attic: Is There a Gender Gap in the Commercialization of Science

We analyze nearly 70 million scientific articles to estimate the gender dynamics in the commercialization of science. We report a gender gap of 14 percent, which does not appear to be explained either by the quality of the science or by its commercial potential. The gap is widest among papers with female last authors (i.e., lab head or principal investigator), even when publishing high-quality science. However, the gap vanishes when authors self-commercialize discoveries via new ventures, and the gap is reduced when commercializing in cooperation with firms that are smaller or that have more female inventors. (JEL D22, I23, J16, O31, O34)

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Publication Details

Journal
American Economic Journal Applied Economics
Published
2026-03-27
DOI
https://doi.org/10.1257/app.20230325
Primary Topic
scientometrics and bibliometrics research
Type
article
Field-Weighted Citation Impact
0.00
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article

Cassatts in the Attic: Is There a Gender Gap in the Commercialization of Science

Matt Marx, Marlène Koffi
American Economic Journal Applied Economics
scientometrics and bibliometrics research
article

Cassatts in the Attic: Is There a Gender Gap in the Commercialization of Science

Matt Marx, Marlène Koffi
article en

Abstract

We analyze nearly 70 million scientific articles to estimate the gender dynamics in the commercialization of science. We report a gender gap of 14 percent, which does not appear to be explained either by the quality of the science or by its commercial potential. The gap is widest among papers with female last authors (i.e., lab head or principal investigator), even when publishing high-quality science. However, the gap vanishes when authors self-commercialize discoveries via new ventures, and the gap is reduced when commercializing in cooperation with firms that are smaller or that have more female inventors. (JEL D22, I23, J16, O31, O34)

American Economic Journal Applied EconomicsVol. 18(2)
University of Toronto (CA), Cornell University (US), SC Johnson (United States) (US)
Gender equality
Openalex Percentile: Top 7%
scientometrics and bibliometrics research
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Cassatts in the Attic: Is There a Gender Gap in the Commercialization of Science — Matt Marx, Marlène Koffi · American Economic Journal Applied Economics (2026) | TGRS Research Map | TGRS