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Reproducibility

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Reproducibility

Reproducibility, closely related to replicability and repeatability, is a major principle underpinning the scientific method. For the findings of a study to be reproducible means that results obtained by an experiment or an observational study or in a statistical analysis of a data set should be achieved again with a high degree of reliability when the study is replicated. There are different kinds of replication but typically replication studies involve different researchers using the same methodology. Only after one or several such successful replications should a result be recognized as scientific knowledge.

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ReproducibilityReproducibility, closely related to replicability and repeatability, is a major principle underpinning the scientific method. For the findings of a studyBest matchReplication crisisThe replication crisis, also known as the reproducibility or replicability crisis, refers to widespread failures to reproduce published scientific resultsHard and soft sciencecumulativeness, replicability, and generally applying a purer form of the scientific method. A closely related idea (originating in the nineteenth centuryThinking, Fast and Slowthe Rails". Replicability-Index. Retrieved April 30, 2019. R, Dr (January 31, 2016). "A Revised Introduction to the R-Index". Replicability-Index. RetrievedResearch transparencyterm replicability and reproducibility. Alternative taxonomies have proposed to make do entirely with the ambiguity of reproducibility/replicability/repeatabilitySciencenational distinguished academies of sciences such as the Italian Accademia dei Lincei in 1603, the British Royal Society in 1660, the French Academy ofOpen scienceE.; Moshontz, Hannah; et al. (2022). "Replicability, Robustness, and Reproducibility in Psychological Science". Annual Review of Psychology. 73 (1):Metasciencecriteria for reproducibility and replicability. They found that experimental setups and other critical information for reproducing and replicating results
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Article table of contents 11 sections
1 History
2 Terminology
3 Measures of reproducibility and repeatability
4 Reproducible research
4.1 Reproducible research method
4.2 Reproducible research in practice
5 Noteworthy irreproducible results
6 See also
7 References
8 Further reading
9 External links
Categories
Discovery and invention controversiesMeasurementMetasciencePhilosophy of scienceScientific methodStatistical reliabilityTestsValidity (statistics)
Internal Wikipedia links
ANOVA gauge R&RAcademic clinical trialsAccuracyAdaptive clinical trialAir pumpAmsterdamAnalysis of clinical trialsAnimal testingAnimal testing on non-human primatesArXiv (identifier)Ars TechnicaArsenic biochemistryAttributable fraction among the exposedAttributable fraction for the populationBibcode (identifier)Blind experiment
External references
statistics.stanford.eduwww.sciencenews.orgresearchwaste.netpartners.nytimes.comarstechnica.comeprints.soton.ac.ukwww.nist.govwww.nytimes.comro.uow.edu.auui.adsabs.harvard.eduui.adsabs.harvard.eduui.adsabs.harvard.edu
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~2026-39079-08Jul 11, 2026 10:54 AM — /* Noteworthy irreproducible results */ Add a citation to support the claim that LK-99 is not a roo…
~2026-39079-08Jul 11, 2026 10:49 AM — /* Noteworthy irreproducible results */ add LK-99, which is not reproducible as a room-temperature…
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reproducibility

agreement with previous measurements using the same methodology in the same context

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