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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
- Why Reproducibility and Replicability Matter in Research
- What Is The Replication Crisis?
- How to Ensure Reproducibility and Replicability in Your Research
- Other Interesting Articles
Reproducibility and replicability enhance the reliability of results. This allows researchers to check the quality of their own work or that of others, which in turn increases the chance that the results are valid and not suffering from research bias. On the other hand, reproduction alone does not show whether the results are correct. As it does no...
Unfortunately, findings from many scientific fields – such as psychology, medicine, or economics – often prove impossible to replicate. When other research teams try to repeat a study, they get a different result, suggesting that the initial study’s findings are not reliable. Some factors contributing to this phenomenon include: 1. Unclear definiti...
To make your research reproducible and replicable, it is crucial to describe, step by step, how to conduct the research. You can do so by focusing on writing a clear and transparent methodology section, using precise language and avoiding vague writing.
If you want to know more about statistics, methodology, or research bias, make sure to check out some of our other articles with explanations and examples.
May 7, 2019 · Improving substandard research practices—including poor study design, failure to report details, and inadequate data analysis—has the potential to improve reproducibility and replicability by ensuring that research is more rigorous, thoughtful, and dependable.
- 2019/05/07
Sep 26, 2022 · Reproducing the exact results of the paper using the same data and code may seem like a low bar, but it’s one that the majority of papers do not, in practice, pass. Here, we share commons reasons papers fail, based on reproducibility checks our team has done for 55 papers.
Many studies claim a significant result, but their findings cannot be reproduced. This problem has attracted increased attention in recent years, with several studies providing evidence that...
Some of the irreproducibility in scientific research may be due to data fabrication or falsification (Shamoo 2013, 2016; Collins and Tabak 2014, Kornfeld and Titus 2016). Misconduct or suspected misconduct accounts for more than two-thirds of retractions (Fang et al 2012).
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Oct 26, 2021 · Reproducibility – the repeatability of research findings to enable research and knowledge to progress – is vital and underpins trust in science. However, many challenges exist in relation to reproducing research.
