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Increasing trend of scientists to switch between topics.
An Zeng1, Zhesi Shen2, Jianlin Zhou1
1School of Systems Science, Beijing Normal University, 100875, Beijing, China.
Scientists today switch research topics more often than in the past. Early career topic switching correlates with lower productivity, but later career switching correlates with higher productivity, impacting citations.
Area of Science:
- Bibliometrics
- Scientometrics
- Research on Science
Background:
- Understanding scientist creativity across career stages is crucial for innovation.
- The dynamics of research topic switching and its impact on scientific innovation remain underexplored.
Purpose of the Study:
- To quantify the topic switching dynamics of individual scientists using publication records.
- To investigate the influence of topic switching on scientific productivity and citation impact across career stages.
Main Methods:
- Analysis of publication records of individual scientists.
- Utilizing co-citing network analysis to identify distinct research topics (communities).
- Quantifying topic switching frequency and its correlation with productivity and citations.
Main Results:
- Scientists exhibit a narrow distribution in the number of research topics pursued.
- Modern researchers switch between topics more frequently compared to earlier cohorts.
- High topic switching probability in early career is linked to lower overall productivity, but higher productivity in later career.
- Average citations per paper show a negative correlation with switching probability across all career stages.
Conclusions:
- Research topic switching is a key dynamic influencing scientific innovation and career trajectories.
- The frequency and timing of topic switching have differential effects on productivity and impact.
- A model is proposed to explain the observed patterns in scientist topic switching behavior.
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