Two major steps are naturally distinguished in connection with reproducibility of experimental or observational studies: when new data are obtained in the attempt to achieve it, the term …

The National Institutes of Health and other grant funding institutions now require researchers to address rigor and reproducibility in a structured way before their applications are reviewed.

Mar 26, 2025 · What is Replicability? Replicability refers to the ability of a researcher to duplicate the results of a prior study if the same procedures are followed but new data are collected.

Reproducible research, defined here as the ability to recreate results given the same data, analytic code, and documentation (1), has received increasing attention in the past several …

Apr 11, 2025 · In this guide we focus on computational reproducibility, which means that another researcher can take your data, code and other computer files central to your research results, …

Oct 1, 2025 · Best practices in research data management, like those articulated in this guide, were developed to address growing concerns over reproducibility and replicability.

Aug 19, 2022 · The terms reproducibility, repeatability, and replicability are sometimes used interchangeably, but they mean different things. A research study is reproducible when the …

Jan 15, 2025 · Reproducibility can demonstrate that research results are not due to bias or chance, which is vital for accurate and reliable results. It refers to the degree to which other …

Data reproducibility What is reproducibility? Reproducibility is being able to replicate another researcher's findings using the same materials and methods. Why is reproducibility important? …

Aug 1, 2024 · Methods reproducibility: refers to the capacity to faithfully replicate experimental and computational procedures by employing identical data and tools to achieve consistent …