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Aug 19, 2022 · A research study is replicable (or repeatable) when the entire research process is conducted again, using the same methods but new data, and still yields the same results. This shows that the results of the original study are reliable. Note. A study may be reproducible but not replicable.
The trend is not affected by publication of failed reproductions, after which* only 12% of papers that cite the original research will mention the failed replication*.* *...* experts apply lower standards to interesting results when deciding whether to publish them.
Jan 15, 2021 · In it, we make the case for why all research should be reproducible, explain why research is often not reproducible, and present a simple three-part framework all researchers can use to make their research more reproducible.
- Jesse M. Alston, Jessica A. Rick
- 33
- 2021
- 15 January 2021
Sep 26, 2022 · Tip 1: Ensure the reproducibility package is complete and file paths are not specific to your machine. Incomplete packages are common, but the solution is straightforward: check, double-check, and triple-check that all input files are included, and that the full folder structure is provided.
Reproducibility—the ability of independent researchers to obtain the same (or similar) results when repeating an experiment or test—is one of the hallmarks of good science (Popper 1959). Reproducibility provides scientists with evidence that research results are objective and reliable and not due to bias or chance (Rooney et al 2016).
Mar 15, 2023 · The integrity and reliability of scientific research are threatened when results cannot be reproduced by independent researchers. Reproducibility is the ability of an experiment, study, or analysis to be repeated with the same results, using the same methods, data, and resources.
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Apr 10, 2021 · It is essential that tests are reproducible so that any change observed can be assumed to be due to actual clinical change and not an error with the measurement process.
