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Analyzing the Scientific Community Focused on Nursing Informatics Using Publication Data
1Frankfurt University of Applied Sciences, Frankfurt, Germany.
Studies in Health Technology and Informatics
|December 18, 2021
Summary
Network analysis reveals the nursing informatics community has a central, highly interconnected subnet and many smaller author groups. Key authors driving information flow were identified within this structure.
Area of Science:
- Nursing
- Informatics
- Network Science
- Bibliometrics
Background:
- The nursing informatics community's collaborative structure is not well understood.
- Analyzing author co-authorship networks can reveal community dynamics and information flow.
Purpose of the Study:
- To map and analyze the network structure of the nursing informatics scientific community.
- To identify key authors and sub-communities within nursing informatics.
Main Methods:
- Graph theory and network analysis techniques were applied to author co-authorship data.
- Metrics such as average path length, diameter, and centrality measures were calculated.
- Community detection algorithms were used to partition the network.
Main Results:
- The nursing informatics community forms a large, interconnected subnet alongside numerous smaller, isolated author groups.
- High interconnectivity within the main subnet suggests robust information flow through multiple pathways.
- Centrality measures identified influential authors crucial for information dissemination.
- The large subnet was further partitioned into distinct sub-communities, some focusing on specific nursing informatics aspects.
Conclusions:
- Nursing informatics research is characterized by a core group of highly collaborative authors and specialized smaller clusters.
- Network analysis provides valuable insights into the structure and dynamics of scientific communities.
- Identifying central authors can aid in understanding and fostering knowledge dissemination in nursing informatics.
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