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Theory Meets Empiry: A Citation Network Analysis.

Courtney L Fitzpatrick1, Elizabeth A Hobson2, Tamra C Mendelson3

  • 1Department of Biology at Indiana University, in Bloomington.

Bioscience
|October 27, 2018
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Summary

Ecologists perceive limited interaction between theoretical and empirical research. Citation network analysis reveals stronger integration than expected, suggesting avenues for further connection in ecology and evolutionary biology.

Keywords:
citation networkscience of sciencesexual selectionspeciationtheory

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Area of Science:

  • Ecology
  • Evolutionary Biology

Background:

  • Ecologists and evolutionary biologists believe theoretical and empirical research should be integrated.
  • However, they perceive minimal actual interaction between these domains.

Purpose of the Study:

  • To evaluate the perceived disconnect between theoretical and empirical research in ecology and evolutionary biology.
  • To quantify the interaction between these research domains using citation network analysis.

Main Methods:

  • Citation network analysis of literature on sexual selection and speciation.
  • Analysis of cross-citations between theoretical and empirical research papers.
  • Cocitation network analysis.

Main Results:

  • 54%-60% of citations are within a paper's own category (theoretical or empirical).
  • 17%-23% of citations are across categories, focusing on highly cited papers.
  • Positive correlation observed between within-category and cross-category citations.

Conclusions:

  • Theoretical and empirical research in ecology and evolutionary biology are more integrated than commonly perceived.
  • Review articles act as key integrators between theoretical and empirical literature.
  • Further integration can be achieved by recognizing theoretical models as analogous to empirical systems.