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Beyond funding: Acknowledgement patterns in biomedical, natural and social sciences
Adèle Paul-Hus1, Adrián A Díaz-Faes2, Maxime Sainte-Marie1
1École de bibliothéconomie et des sciences de l'information, Université de Montréal Montreal, Quebec, Canada.
Scientific acknowledgments reveal diverse disciplinary contributions beyond funding. Researchers in different fields highlight technical support, colleague collaboration, or fieldwork, showcasing varied research practices.
Area of Science:
- Bibliometrics
- Scientometrics
- Scholarly Communication
Background:
- Acknowledgments serve as crucial paratextual indicators of research practices and infrastructure.
- Since 2008, funding acknowledgments have been indexed, enabling large-scale funding analyses.
Purpose of the Study:
- To analyze the types of contributions acknowledged in scientific papers beyond funding.
- To compare acknowledgment practices across different scientific disciplines on a large scale.
Main Methods:
- Analysis of over one million acknowledgments from 2015 research articles and reviews.
- Application of advanced linguistic methods and Correspondence Analysis.
- Disciplinary comparison of acknowledgment content.
Main Results:
- Chemistry, Physics, and Engineering frequently acknowledge technical support.
- Earth & Space, Professional Fields, and Social Sciences often acknowledge colleagues, editors, and reviewers.
- Biology emphasizes logistics and fieldwork; Clinical Medicine and Health show more conflict of interest disclosures.
Conclusions:
- Acknowledgment practices significantly vary across scientific disciplines.
- These variations offer insights into discipline-specific research activities and collaborations.
- Further research can explore these diverse acknowledgment patterns beyond funding.
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