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Published on: September 4, 2019
Cross-disciplinary evolution of the genomics revolution.
Alexander M Petersen1, Dinesh Majeti2, Kyeongan Kwon2
1Ernest and Julio Gallo Management Program, Department of Management of Complex Systems, School of Engineering, University of California Merced, Merced, CA 95343, USA.
Genomics research combining biology and computing (cross-disciplinarity) shows higher citation impact. This bio-computing integration generates significant social and cultural capital in scientific advancement.
Area of Science:
- Genomics and Bioinformatics
- Computational Biology
- Science of Science
Background:
- The Human Genome Project (HGP) spurred rapid growth in genomics, creating significant scientific and business impact.
- Previous research focused on the economic impact of genomics, neglecting its social and cultural capital.
- Genomics inherently bridges biology and computing, forming a unique interdisciplinary field.
Purpose of the Study:
- To quantify the social and cultural capital generated by the integration of biology and computing in genomics research.
- To measure the pervasiveness of bio-computing cross-disciplinarity (XD) during and after the HGP.
- To analyze the career and epistemic impacts of cross-disciplinary genomics research.
Main Methods:
- Assembled three datasets to measure cross-disciplinarity (XD).
- Analyzed collaboration networks between biology and computing faculty (4190 faculty, 155 departments).
- Examined cross-departmental affiliations in human genomics publications.
- Assessed the application of computational methods in a leading genomics journal.
Main Results:
- Research featuring XD collaborations demonstrated higher citation impact at both career and article levels.
- Genomics articles employing XD methods achieved higher citation impact compared to epistemically pure articles.
- Researchers with computing backgrounds were observed to integrate into the biology research culture.
Conclusions:
- Cross-disciplinary initiatives in genomics generate substantial social and cultural capital, evidenced by higher citation impact.
- The integration of computing into biology research fosters a productive environment for scientific advancement.
- This study provides a framework for understanding the long-term effects of cross-disciplinary research initiatives.
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