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Global and Current Research Trends of Single-Cell Sequencing in Cancer: A Bibliometric and Visualization Study
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Mapping Collaborations and Partnerships in SDG Research.

Jane Payumo1, Guangming He2, Anusha Chintamani Manjunatha1

  • 1MSU AgBioResearch, College of Agriculture and Natural Resources, Michigan State University, East Lansing, MI, United States.

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Summary

Sustainable development research collaboration is increasing, but most partnerships are one-time. Analyzing repeat collaborations and key institutions can strengthen United Nations Sustainable Development Goals (SDGs) research networks.

Keywords:
CADREbibliometric analysisco-authorship networkscollaborationmillennium development goalsresearch evaluationsustainable development goals

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Area of Science:

  • Bibliometrics and Network Analysis
  • Sustainable Development Studies
  • Research Collaboration Dynamics

Background:

  • Collaboration is crucial for sustainable development research and achieving the United Nations Sustainable Development Goals (SDGs).
  • Traditional analysis of co-authorship may not fully capture the nuances of research partnerships.
  • New methods are needed to detect and analyze diverse forms of research collaboration.

Purpose of the Study:

  • To examine research output and collaboration patterns supporting the SDGs using bibliometric methods.
  • To explore methods for analyzing research collaboration beyond single co-authorship events.
  • To identify key institutions fostering sustained collaboration in SDG research.

Main Methods:

  • Bibliometric analysis and network analysis of co-authorship data from Microsoft Academic Graph.
  • Quantification and visualization of collaboration using traditional, repeat, and time-point metrics.
  • Identification of core institutions influencing collaboration sustainability.

Main Results:

  • An increasing trend in collaboration rates at both author and institutional levels over time.
  • The majority of SDG-related research collaborations are single, one-time events.
  • Repeat collaborations occur more frequently but after longer durations at the institutional level compared to the author level.

Conclusions:

  • While overall collaboration is rising, most SDG research partnerships are transient.
  • Institutional-level repeat collaborations, though longer in duration, are more frequent than author-level repeat collaborations.
  • Identifying and supporting core institutions is vital for sustaining and expanding SDG research networks and fostering long-term partnerships.