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Heavy use of equations impedes communication among biologists.

Fri, 2012-07-20 16:14 -- John Hawks
TitleHeavy use of equations impedes communication among biologists.
Publication TypeJournal Article
Year of Publication2012
AuthorsFawcett, TW, Higginson, AD
JournalProceedings of the National Academy of Sciences of the United States of America
Volume109
Issue29
Pagination11735-9
Date Published2012 Jul 17
ISSN1091-6490
Keywordsmetascience, theory
Abstract

Most research in biology is empirical, yet empirical studies rely fundamentally on theoretical work for generating testable predictions and interpreting observations. Despite this interdependence, many empirical studies build largely on other empirical studies with little direct reference to relevant theory, suggesting a failure of communication that may hinder scientific progress. To investigate the extent of this problem, we analyzed how the use of mathematical equations affects the scientific impact of studies in ecology and evolution. The density of equations in an article has a significant negative impact on citation rates, with papers receiving 28% fewer citations overall for each additional equation per page in the main text. Long, equation-dense papers tend to be more frequently cited by other theoretical papers, but this increase is outweighed by a sharp drop in citations from nontheoretical papers (35% fewer citations for each additional equation per page in the main text). In contrast, equations presented in an accompanying appendix do not lessen a paper's impact. Our analysis suggests possible strategies for enhancing the presentation of mathematical models to facilitate progress in disciplines that rely on the tight integration of theoretical and empirical work.

DOI10.1073/pnas.1205259109
Alternate JournalProc. Natl. Acad. Sci. U.S.A.
Citation KeyFawcett:Higginson:2012
PubMed ID22733777

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