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Understanding of researcher behavior is required to improve data reliability
Mark N Wass1, Larry Ray2, Martin Michaelis1
1Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, CT2 7NJ, UK.
Gigascience
|February 5, 2019
Summary
The scientific reproducibility crisis is widely perceived but lacks data on its scale and causes. Understanding researcher behavior is key to improving data quality and research integrity.
Area of Science:
- Scientific research integrity
- Academic publishing standards
Background:
- A perceived reproducibility crisis impacts many academic disciplines.
- Current debates often focus on methodological flaws, overlooking researcher conduct.
- Issues like misidentified cell lines highlight problems beyond just methods.
Purpose of the Study:
- To address the lack of data on the scale and causes of the reproducibility crisis.
- To investigate the determinants of researcher behavior in scientific practice.
Main Methods:
- The study emphasizes the need for meta-research.
- Focuses on understanding factors influencing researcher conduct.
- Calls for data-driven insights into scientific practices.
Main Results:
- Conclusive data on the extent of the reproducibility problem is scarce.
- Methodological issues are debated, but researcher behavior's role is under-researched.
- Reliable methods alone do not ensure good research practices.
Conclusions:
- Meta-research is crucial to understand researcher behavior determinants.
- This understanding can inform measures to improve research standards.
- Incentivizing high standards will lead to higher quality data and research integrity.
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