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Comparing Bibliometric Analysis Using PubMed, Scopus, and Web of Science Databases
Published on: October 24, 2019
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Informal connections outweigh coauthorship ties in academic impact
Lluís Danús1, William Dinneen2, Carolina Torreblanca3
1Annenberg School for Communication, University of Pennsylvania, Philadelphia, PA 19104.
Summary
Informal scholarly collaboration, often unacknowledged, significantly boosts research impact more than formal coauthorship. These hidden networks provide crucial support, enhancing productivity and publication success for researchers.
Area of Science:
- Social Sciences
- Bibliometrics
- Scholarly Communication
Background:
- Formal collaboration, like coauthorship, is known to enhance research productivity and innovation.
- The role and impact of informal collaboration on scholarly success remain less understood.
- Informal ties facilitate intangible resource exchange, such as mentoring and feedback, crucial for research development.
Purpose of the Study:
- To investigate the relationship between informal collaboration and publication success in political science.
- To quantify the network structure and impact of informal scholarly ties.
- To compare the predictive power of informal versus formal collaboration on research outcomes.
Main Methods:
- Analysis of acknowledgment sections in political science articles (2003-2023).
- Measurement of scholars' embeddedness in informal collaboration networks.
- Application of coarsened exact matching and random forest regressions.
Main Results:
- Informal networks offer broader and denser support structures than coauthorship ties.
- Disconnection from informal networks correlates with reduced research productivity and impact.
- Informal collaboration is a stronger predictor of publication success than formal coauthorship, even when controlling for various factors.
Conclusions:
- Informal scholarly communication networks are vital for research success and citation impact.
- These informal support structures significantly influence academic productivity and recognition.
- Understanding and leveraging informal ties can help bridge gaps in research benefits and opportunities.
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