{"title":"A macroscope of English print culture, 1530–1700, applied to the coevolution of ideas on religion, science, and institutions","authors":"Peter Grajzl, Peter Murrell","doi":"10.1017/ssh.2024.17","DOIUrl":null,"url":null,"abstract":"<p>We combine unsupervised machine learning and econometric methods to study England’s print culture in the pivotal sixteenth and seventeenth centuries. Machine learning synthesizes the content of 57,863 texts comprising 83 million words into 110 topics. Topics include the expected, such as Natural Philosophy, and the unexpected, such as Baconian Theology. Timelines suggest that religious and political discourse gradually became less antagonistic and economic topics more prominent. The epistemology associated with Bacon was present in theological debates already before Bacon’s epistemological contributions. Vector autoregression estimates provide insight into the coevolution of ideas on religion, science, and institutions. Innovations in religious ideas stimulated focus on science, especially at times when Puritanism was prominent in religious discourse. Neither science nor institutional thought evidence secularization. The Glorious Revolution and the Civil War did not spur debates on institutions nor did the founding of the Royal Society markedly elevate attention to science.</p>","PeriodicalId":46528,"journal":{"name":"Social Science History","volume":null,"pages":null},"PeriodicalIF":0.5000,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Social Science History","FirstCategoryId":"98","ListUrlMain":"https://doi.org/10.1017/ssh.2024.17","RegionNum":3,"RegionCategory":"历史学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HISTORY","Score":null,"Total":0}
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Abstract
We combine unsupervised machine learning and econometric methods to study England’s print culture in the pivotal sixteenth and seventeenth centuries. Machine learning synthesizes the content of 57,863 texts comprising 83 million words into 110 topics. Topics include the expected, such as Natural Philosophy, and the unexpected, such as Baconian Theology. Timelines suggest that religious and political discourse gradually became less antagonistic and economic topics more prominent. The epistemology associated with Bacon was present in theological debates already before Bacon’s epistemological contributions. Vector autoregression estimates provide insight into the coevolution of ideas on religion, science, and institutions. Innovations in religious ideas stimulated focus on science, especially at times when Puritanism was prominent in religious discourse. Neither science nor institutional thought evidence secularization. The Glorious Revolution and the Civil War did not spur debates on institutions nor did the founding of the Royal Society markedly elevate attention to science.
期刊介绍：
Social Science History seeks to advance the study of the past by publishing research that appeals to the journal"s interdisciplinary readership of historians, sociologists, economists, political scientists, anthropologists, and geographers. The journal invites articles that blend empirical research with theoretical work, undertake comparisons across time and space, or contribute to the development of quantitative and qualitative methods of analysis. Online access to the current issue and all back issues of Social Science History is available to print subscribers through a combination of HighWire Press, Project Muse, and JSTOR via a single user name or password that can be accessed from any location (regardless of institutional affiliation).
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