Reproducibility Meaning: Definition, Examples, and Translations
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reproducibility
[หriหprษหdjuหsษหbษชlษชti ]
Definitions
scientific research
The extent to which a study or experiment can be repeated by other researchers and yield similar results. Reproducibility is a key aspect of the scientific method.
Synonyms
Which Synonym Should You Choose?
| Word | Description / Examples |
|---|---|
| reproducibility |
Used primarily in scientific research and experiments to describe results that can be consistently produced under the same conditions.
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| replicability |
Describes the capacity to duplicate the results of a study or experiment when performed in a different location or by different researchers, emphasizing external validation.
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| repeatability |
Refers to the precision or the ability to obtain the same result over multiple trials in a single experimental setup, often in quality control scenarios.
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Examples of usage
- The reproducibility of the experiment was confirmed by multiple research groups.
- Ensuring reproducibility in scientific studies is essential for building a strong body of knowledge.
data analysis
The ability to obtain consistent results when reanalyzing the same data or running the same statistical tests. Reproducibility is important in ensuring the reliability of research findings.
Synonyms
Which Synonym Should You Choose?
| Word | Description / Examples |
|---|---|
| reproducibility |
Repetition due to error in the entry. |
| consistency |
Describes when results, behavior, or performance remains uniform and stable over time. This can apply to a wide range of scenarios, including data, opinions, or quality.
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| reliability |
Indicates the dependability or trustworthiness of something or someone over time. Often used to describe systems, products, or individuals that perform as expected without failure.
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Examples of usage
- The reproducibility of the data analysis was crucial for validating the study's conclusions.
- Researchers emphasized the importance of reproducibility in their statistical analysis.
software development
The ability of a software system to consistently produce the same output given the same input. Reproducibility is critical for ensuring the reliability of software applications.
Synonyms
Which Synonym Should You Choose?
| Word | Description / Examples |
|---|---|
| reproducibility |
used in scientific and experimental contexts to indicate whether an experiment or study can be independently repeated with the same results.
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| consistency |
often used in a general context to indicate uniformity and reliability over time or across different instances. Can also relate to behaviors, processes, or performance.
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| predictability |
refers to the ability to accurately forecast outcomes based on certain patterns or data. Common in business, weather forecasting, and behavior studies.
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Examples of usage
- Developers focused on ensuring reproducibility in the software to prevent unexpected errors.
- The team prioritized reproducibility in their coding practices for better quality control.
Translations
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Interesting Facts
Science
- In research, reproducibility is crucial; studies must be verified by others to ensure credibility.
- Issues with reproducibility have sparked a movement in science called the 'reproducibility crisis,' especially in fields like psychology and medicine.
- Researchers often publish 'replication studies' that repeat previous experiments to test their findings.
Technology
- In software development, reproducibility is essential to create programs that work the same way on different computers.
- Data science relies on reproducibility for algorithms to produce the same outcomes when given the same data set.
Education
- Teaching students to create reproducible experiments fosters critical thinking and a deeper understanding of scientific concepts.
- Hands-on activities in classrooms often emphasize reproducibility, helping students grasp the importance of reliable results.
Philosophy
- Philosophers of science discuss reproducibility as a key criterion for the demarcation of scientific theories from non-scientific claims.
- The debates around reproducibility touch on broader philosophical questions about knowledge and belief in science.
Origin of 'reproducibility'
Main points about word origin
- The term originates from the Latin 'reproducere,' where 're-' means 'again' and 'producere' means 'to produce.'
- It first appeared in the English language in the early 20th century, reflecting the growing importance of repeatability in scientific methods.
The term 'reproducibility' originated in the field of scientific research to emphasize the importance of being able to replicate experiments and studies. It has since been adopted in other domains such as data analysis and software development to highlight the significance of obtaining consistent and reliable results. The concept of reproducibility aligns with the principles of transparency and robustness in research and technology.
See also: counterproductive, produce, producer, producing, productive, reproduce, reproducer, reproduction.
Word Frequency Rank
With rank #18,157, this word belongs to specialized vocabulary. While not common in everyday speech, it enriches your ability to express complex ideas.
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- 18154 eschatological
- 18155 truncate
- 18156 excavating
- 18157 reproducibility
- 18158 dynamism
- 18159 unravel
- 18160 starters
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