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Jan 15, 2021 · Reproducible research is a by-product of careful attention to detail throughout the research process and allows researchers to ensure that they can repeat the same analysis multiple times with the same results, at any point in that process.
- 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.
Keep reading for tips on making your papers more reproducible! What does reproducibility mean, in practice? Back in 2018, DIME set a reproducibility requirement: all papers must pass a reproducibility check by DIME Analytics before they can be submitted to the Policy Research Working Paper Series.
How to make research reproducible. What we can all do to make research more transparent: research funders and governments; ethics committees; drug, devices, and diagnostics industries; journals; authors. The discussion: using structure and balance. Learning outcomes: Understand the purpose of the discussion section.
- Properly Label Everything. Before starting your experiment, it’s crucial to ensure that all your reagents, materials, and tools are correctly labeled.
- Avoid Expired Reagents or Perform Quality Control Tests. You’ve ensured you’re using the right tools for the job, but do you know how long those tools last?
- Design Your Experimental Protocols in Detail. You have the right tools, and they’re all working properly. Now it is time to design your experiments. When writing your protocols, pay immense attention to detail.
- Include Appropriate Controls and Practices. Part of designing your experiment is choosing which controls to include. Without the appropriate positive and negative controls, it is much more difficult to determine whether the results you observe are genuinely due to your experimental variable or confounding factors.
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.
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The reproducibility and replicability of a study can be ensured by writing a transparent, detailed method section and using clear, unambiguous language.
