A Macroscope of English Print Culture, 1530-1700, Applied to the Coevolution of Ideas on Religion, Science, and Institutions

114 Pages Posted: 25 Jan 2023

See all articles by Peter Grajzl

Peter Grajzl

Washington and Lee University - Department of Economics; CESifo

Peter Murrell

University of Maryland - Department of Economics

Multiple version iconThere are 2 versions of this paper

Date Written: January 24, 2023

Abstract

We combine unsupervised machine-learning and econometric methods to examine cultural change in 16th- and 17th-century England. A machine-learning digest synthesizes the content of 57,863 texts comprising 83 million words into 110 topics. The topics include the expected, such as Natural Philosophy, and the unexpected, such as Baconian Theology. Using the data generated via machine-learning we then study facets of England's cultural history. Timelines suggest that religious and political discourse gradually became more scholarly over time and economic topics more prominent. The epistemology associated with Bacon was present in theological debates already in the 16th century. Estimating a VAR, we explore the coevolution of ideas on religion, science, and institutions. Innovations in religious ideas induced strong responses in the other two domains. Revolutions did not spur debates on institutions nor did the founding of the Royal Society markedly elevate attention to science.

Keywords: cultural history, England, machine-learning, text-as-data, coevolution, VAR

JEL Classification: C8, Z1, N0, P1, C3

Suggested Citation

Grajzl, Peter and Murrell, Peter, A Macroscope of English Print Culture, 1530-1700, Applied to the Coevolution of Ideas on Religion, Science, and Institutions (January 24, 2023). Available at SSRN: https://ssrn.com/abstract=4336537 or http://dx.doi.org/10.2139/ssrn.4336537

Peter Grajzl

Washington and Lee University - Department of Economics ( email )

Lexington, VA 24450
United States

HOME PAGE: http://home.wlu.edu/~grajzlp/

CESifo ( email )

Poschinger Str. 5
Munich, DE-81679
Germany

Peter Murrell (Contact Author)

University of Maryland - Department of Economics ( email )

College Park, MD 20742
United States
301-405-3476 (Phone)
301-405-3542 (Fax)

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