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The case for open computer programs
Darrel C Ince1, Leslie Hatton, John Graham-Cumming
1Department of Computing Open University, Walton Hall, Milton Keynes MK7 6AA, UK. d.c.ince@open.ac.uk
Nature
|February 24, 2012
Summary
Scientific publications increasingly rely on computational methods, yet software sharing remains inconsistent. Releasing source code is crucial for reproducibility in computational science, as withholding it hinders result verification.
Area of Science:
- Computational science
- Scientific communication
- Reproducibility in research
Background:
- Scientific publications often omit crucial evidence, limiting full understanding.
- The increasing reliance on computational science introduces new barriers to accessibility.
- Current policies for sharing research data are inconsistent, especially concerning software.
Purpose of the Study:
- To advocate for the mandatory release of source code in computational science.
- To highlight the inconsistencies in current regulations regarding software availability for research.
- To emphasize the importance of code sharing for ensuring the reproducibility of scientific results.
Main Methods:
- Literature review on current practices in scientific data and software sharing.
- Analysis of the impact of computational methods on research reproducibility.
- Argumentative approach based on the principles of open science and scientific integrity.
Main Results:
- Data sharing is increasingly accepted, but software availability regulations are inconsistent.
- Withholding source code significantly increases the risk of failed attempts to reproduce research findings.
- Exact reproducibility is inherently uncertain due to factors like hardware and software variations.
Conclusions:
- The release of source programs should be considered essential for computational results, with few exceptions.
- Inconsistent software availability regulations pose a threat to scientific transparency and reproducibility.
- Promoting open access to source code is vital for advancing reliable and verifiable scientific communication.
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