Startups, Unicorns, and the Local Influx of Inventors

Abstract We provide evidence that an influx of technical human capital improves regional entrepreneurship, both by increasing firm entry and reducing entrepreneurial failure. The results also indicate negative externalities upon lowtech and competing industries: an influx of inventors in a county shifts the locus of venture capital investment away from low-tech startups to high-tech startups and moreover towards new ventures in the same sector as those inventors' skills. We strengthen causal inference with a shift-share instrument which combines the spatial distribution of surnames in the LM>= U.S. Census with thousands of surnamespecific shifts based on modern inventor mobility.

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Publication Details

Journal
The Review of Economics and Statistics
Published
2025-01-28
DOI
https://doi.org/10.1162/rest_a_01547
Citations
1
Primary Topic
Entrepreneurship Studies and Influences
Type
article
Field-Weighted Citation Impact
2.76
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article

Startups, Unicorns, and the Local Influx of Inventors

Matt Marx, Benjamin Balsmeier, Seungryul Ryan Shin, Lee Fleming
1 citations
The Review of Economics and Statistics
Entrepreneurship Studies and Influences
2.76
article

Startups, Unicorns, and the Local Influx of Inventors

Matt Marx, Benjamin Balsmeier, Seungryul Ryan Shin, Lee Fleming
article en
1 citations

Abstract

Abstract We provide evidence that an influx of technical human capital improves regional entrepreneurship, both by increasing firm entry and reducing entrepreneurial failure. The results also indicate negative externalities upon lowtech and competing industries: an influx of inventors in a county shifts the locus of venture capital investment away from low-tech startups to high-tech startups and moreover towards new ventures in the same sector as those inventors' skills. We strengthen causal inference with a shift-share instrument which combines the spatial distribution of surnames in the LM>= U.S. Census with thousands of surnamespecific shifts based on modern inventor mobility.

The Review of Economics and Statistics
National Bureau of Economic Research (US), University of Luxembourg (LU), Cornell University (US), Ulsan National Institute of Science and Technology (KR), University of California, Berkeley (US)
Openalex Percentile: Top 13%
Entrepreneurship Studies and Influences
2.76
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Startups, Unicorns, and the Local Influx of Inventors — Matt Marx, Benjamin Balsmeier, et al. · The Review of Economics and Statistics (2025) | TGRS Research Map | TGRS