Tag Archives | Sociology of Science

Measuring Paradigmaticness of Disciplines Using Text

Eliza D. Evans, Charles J. Gomez, Daniel A. McFarland

Sociological Science, August 31, 2016
DOI 10.15195/v3.a32

In this paper, we describe new methods that use the text of publications to measure the paradigmaticness of disciplines. Drawing on the text of published articles in the Web of Science, we build samples of disciplinary discourse. Using these language samples, we measure the two core concepts of paradigmaticness—consensus and rapid discovery (Collins 1994)—and show the relative positioning of eight example disciplines on each of these measures. Our measures show consistent differences between the “hard” sciences and “soft” social sciences. Deviations in the expected ranking of disciplines within the sciences and social sciences suggest new interpretations of the hierarchy of disciplines, directions for future research, and further insight into the developments in disciplinary structure and discourse that shape paradigmaticness.

Creative Commons LicenseThis work is licensed under a Creative Commons Attribution 4.0 International License.

Eliza D. Evans*: Graduate School of Education, Stanford University
Email: elizae@stanford.edu

Charles J. Gomez*: Graduate School of Education, Stanford University
Email: cjgomez@stanford.edu

Daniel A. McFarland: Graduate School of Education, Stanford University
Email: dmcfarla@stanford.edu

Acknowledgements: This project has been generously funded by the Brown Magic Grant, Dean of Research at Stanford University, and NSF Award #0835614. This material is based upon work supported by the NSF Graduate Research Fellowship Program (No. DGE-114747). Any opinion, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the NSF. This work was also supported by the Stanford Graduate Fellowship Program and by a generous grant from the Global Development and Poverty (GDP) exploratory project, sponsored by the Stanford Institute for Innovation in Developing Economies (SEED) and the Freeman Spogli Institute for International Studies. These data were collected by the Mimir Project conducted at Stanford University by Daniel McFarland, Dan Jurafsky, and Jure Leskovec. Access to these data was approved by the Mimir Project, and usage followed IRB guidelines.

* Co-first authors and corresponding authors

  • Citation: Evans, Eliza D., Charles J. Gomez and Daniel A. McFarland. 2016. “Measuring Paradigmaticness of Disciplines Using Text.” Sociological Science 3: 757-778.
  • Received: March 4, 2016
  • Accepted: April 19, 2016
  • Editors: Gabriel Rossman
  • DOI: 10.15195/v3.a32


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Robust Science: Passive Smoking and Scientific Collaboration with the Tobacco Industry in the 1970s

Uri Shwed

Sociological Science, April 1, 2015
DOI 10.15195/v2.a9

The first lesson from the history of research on smoking hazards is that scientists should be wary of collaboration with interested industries. This lesson, which is influential in the literature on science–industry relationships, comes from a historiography focused on the carcinogenicity debate of the 1950s and 1960s and the passive smoking debate of the 1980s and 1990s. Few studies have examined research in the 1970s. This article fills this lacuna using novel bibliometrical methods augmented with a qualitative analysis of the associations between periods and literary camps, as expressed in scientific texts. The mixed-methods approach identifies the temporal dynamics of the literature on smoking hazards to reveal that the well-documented attempts of the tobacco industry to stall and hamper science had unanticipated consequences. Specifically, an industry–science collaboration to develop a less hazardous cigarette put scholars on the path to discovering the hazards of passive smoking. The analyses supply a narrative that has room for actors’ complex interests and actions and demonstrates that such complexity may only be revealed in research whose outcomes are never known in advance.
Uri Shwed: Department of Sociology and Anthropology, Ben Gurion University of the Negev.  Email: shwed@bgu.ac.il

  • Citation: Shwed, Uri. 2015. “Robust Science: Passive Smoking and Scientific Collaboration with the Tobacco Industry in the 1970s.” Sociological Science 2:158-185.
  • Received: August 17, 2014
  • Accepted: November 2, 2014
  • Editors: Jesper Sørensen,  Delia Baldassarri
  • DOI: 10.15195/v2.a9

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