NATIONAL BUREAU OF ECONOMIC RESEARCH
NATIONAL BUREAU OF ECONOMIC RESEARCH
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Michela Giorcelli

Department of Economics
University of California at Los Angeles
Bunche Hall 9262
Los Angeles, CA 90095
Tel: 650/630-9648

E-Mail: EmailAddress: hidden: you can email any NBER-related person as first underscore last at nber dot org
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NBER Program Affiliations: DAE
NBER Affiliation: Faculty Research Fellow
Institutional Affiliation: University of California at Los Angeles

NBER Working Papers and Publications

June 2019Scientific Education and Innovation: From Technical Diplomas to University STEM Degrees
with Nicola Bianchi: w25928
This paper studies the effects of university STEM education on innovation and labor market outcomes by exploiting a change in enrollment requirements in Italian STEM majors. University-level scientific education had two direct effects on the development of patents by students who had acquired a STEM degree. First, the policy changed the direction of their innovation. Second, it allowed these individuals to reach top positions within firms and be more involved in the innovation process. STEM degrees, however, also changed occupational sorting. Some higher-achieving individuals used STEM degrees to enter jobs that required university-level education, but did not focus on patenting.
January 2019Does Scientific Progress Affect Culture? A Digital Text Analysis
with Nicola Lacetera, Astrid Marinoni: w25429
We study the interplay between scientific progress and culture through text analysis on a corpus of about eight million books, with the use of techniques and algorithms from machine learning. We focus on a specific scientific breakthrough, the theory of evolution through natural selection by Charles Darwin, and examine the diffusion of certain key concepts that characterized this theory in the broader cultural discourse and social imaginary. We find that some concepts in Darwin’s theory, such as Evolution, Survival, Natural Selection and Competition diffused in the cultural discourse immediately after the publication of On the Origins of Species. Other concepts such as Selection and Adaptation were already present in the cultural dialogue. Moreover, we document semantic changes for most of...
 
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