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Why does reproducible research matter after all? The simple answer: Because it is at the heart of science and the scientific method. To put it straight: No reproducible research, no science.

What is (so special about) science?

If I have seen further, it is by standing on ye shoulders of giants.Sir Isaak Newton1)

Properly defining the term “science” is notoriously difficult. Nevertheless, some aspects are most probably common sense:

  • Science is based on results previously achieved by others.
  • Results should be independent of the scientist.
  • Science aims at gaining knowledge about the world surrounding us.
  • Results should be independently reproducible.

This immediately reveals scientific research to be a responsible undertaking.

Science imposes responsibility on scientists

Scientists bear responsibility towards those building upon their results. Interpretations may and will change, data should remain unchanged and unquestioned. Therefore, data need to be recorded and documented to the best of our knowledge and belief.

This responsibility is twofold: towards other scientists (of later generations) and towards society. Science never is a “one-man show”, but rather the effort of countless individuals. We never start with a blank slate. However, as we have to build upon the results achieved by others, these results better be reliable. The other side of responsibility of scientists is the one towards society as a whole. Open societies are based on rational discourse and – wherever possible – evidence based on empirical facts. Therefore, they train and pay scientists and scholars and provide them with the freedom to deal with whatever seems sensible in their respective field. This freedom – not being forced to produce results that may be relevant – is essential for good science and humanities. At the same time, it imposes responsibility on scholars to work to the highest standards of their respective fields.

1)
Letter to Robert Hooke, February 5, 1676
relevance/index.1548574742.txt.gz · Last modified: 2019/01/27 08:39 by till