How Does Scientific Progress Affect Cultural Changes? A Digital Text Analysis

70 Pages Posted: 15 Jan 2019 Last revised: 26 Dec 2025

See all articles by Michela Giorcelli

Michela Giorcelli

University of California - Los Angeles; National Bureau of Economic Research (NBER)

Nicola Lacetera

University of Toronto - Strategic Management; University of Toronto at Mississauga - Department of Management; National Bureau of Economic Research (NBER)

Astrid Marinoni

Georgia Institute of Technology - Scheller College of Business

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Date Written: January 2019

Abstract

We study the effects of scientific changes on broader cultural discourse, two phenomena that the economics literature identifies as key drivers of long-term growth, focusing on a unique episode in the history of science: the elaboration of the theory of evolution by Charles Darwin. We measure cultural discourse through the digitized text analysis of a corpus of hundreds of thousands of books as well as of Congressional and Parliamentary records for the US and the UK. We find that some concepts in Darwin’s theory, such as Evolution, Survival, Natural Selection and Competition, significantly increased their presence in the public discourse immediately after the publication of On the Origin of Species. Moreover, several words that embedded the key concepts of the theory of evolution experienced semantic and sentiment changes – further channels through which Darwin’s theory influenced the broader discourse. Our findings represent the first large-sample, systematic quantitative evidence of the relation between two key determinants of long-term economic growth, and suggest that natural language processing offers promising tools to explore this relation.

Suggested Citation

Giorcelli, Michela and Lacetera, Nicola and Marinoni, Astrid, How Does Scientific Progress Affect Cultural Changes? A Digital Text Analysis (January 2019). NBER Working Paper No. w25429, Available at SSRN: https://ssrn.com/abstract=3315229

Michela Giorcelli (Contact Author)

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Nicola Lacetera

University of Toronto - Strategic Management ( email )

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University of Toronto at Mississauga - Department of Management

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National Bureau of Economic Research (NBER) ( email )

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Astrid Marinoni

Georgia Institute of Technology - Scheller College of Business ( email )

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Atlanta, GA 30308
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