All Topics  
Reproducibility

 

   Email Print
   Bookmark   Link






 

Reproducibility



 
 
Reproducibility is one of the main principles of the scientific method
Scientific method

Scientific method refers to techniques for investigating phenomenon, acquiring new knowledge, or correcting and integrating previous knowledge. To be termed scientific, a method of inquiry must be based on gathering observable, empirical and Measure evidence subject to specific principles of reasoning....
, and refers to the ability of a test or experiment
Experiment

In scientific inquiry, an experiment is a method of investigating causal relationships among variables. An experiment is a cornerstone of the empiricism approach to acquiring data about the world and is used in both natural sciences and social sciences....
 to be accurately reproduced, or replicated, by someone else working independently.

The results of an experiment performed by a particular research
Research

Research is defined as human activity based on intellectual application in the investigation of matter. The primary purpose for applied research is discovery , interpretation , and the development of methods and systems for the advancement of human knowledge on a wide variety of scientific matters of our world and the universe....
er or group of researchers are generally evaluated by other independent researchers who repeat the same experiment themselves, based on the original experimental description. Then they see if their experiment gives similar results to those reported by the original group.






Discussion
Ask a question about 'Reproducibility'
Start a new discussion about 'Reproducibility'
Answer questions from other users
Full Discussion Forum



Encyclopedia


Reproducibility is one of the main principles of the scientific method
Scientific method

Scientific method refers to techniques for investigating phenomenon, acquiring new knowledge, or correcting and integrating previous knowledge. To be termed scientific, a method of inquiry must be based on gathering observable, empirical and Measure evidence subject to specific principles of reasoning....
, and refers to the ability of a test or experiment
Experiment

In scientific inquiry, an experiment is a method of investigating causal relationships among variables. An experiment is a cornerstone of the empiricism approach to acquiring data about the world and is used in both natural sciences and social sciences....
 to be accurately reproduced, or replicated, by someone else working independently.

The results of an experiment performed by a particular research
Research

Research is defined as human activity based on intellectual application in the investigation of matter. The primary purpose for applied research is discovery , interpretation , and the development of methods and systems for the advancement of human knowledge on a wide variety of scientific matters of our world and the universe....
er or group of researchers are generally evaluated by other independent researchers who repeat the same experiment themselves, based on the original experimental description. Then they see if their experiment gives similar results to those reported by the original group. The result values are said to be commensurate if they are obtained (in distinct experimental trials) according to the same reproducible experimental description and procedure.

Reproducibility is different from repeatability
Repeatability

Repeatability is the variation in measurements taken by a single person or Measuring instrument on the same item and under the same conditions. A measurement may be said to be repeatable when this variation is smaller than some agreed limit....
, which measures the success rate in successive experiments, possibly conducted by the same experimenters. Reproducibility relates to the agreement of test results with different operators, test apparatus, and laboratory locations. It is often reported as a standard deviation
Standard deviation

In statistics, standard deviation is a simple measure of the variability or statistical dispersion of a data set. A low standard deviation indicates that all of the data points are very close to the same value , while high standard deviation indicates that the data are ?spread out? over a large range of values....
.

While repeatability of scientific experiments is desirable, it is not considered necessary to establish the scientific validity of a theory. For example, the cloning
Cloning

Cloning in biology is the process of producing populations of genetically-identical individuals that occurs in nature when organisms such as bacteria, insects or plants reproduce Asexual Reproduction....
 of animals is difficult to repeat, but has been reproduced by various teams working independently, and is a well established research domain. One failed cloning does not mean that the theory is wrong or unscientific. Repeatability is often low in protoscience
Protoscience

Protoscience refers to historical philosophical disciplines which existed prior to the development of scientific method, which allowed them to develop into science proper ....
s.

The basic idea can be seen in Aristotle
Aristotle

Aristotle was a Greeks philosopher, a student of Plato and teacher of Alexander the Great. He wrote on many subjects, including physics, metaphysics, Poetics , theater, music, logic, rhetoric, politics, government, ethics, biology and zoology....
's dictum that there is no scientific knowledge of the individual, where the word used for individual in Greek had the connotation of the idiosyncratic, or wholly isolated occurrence. Thus all knowledge, all science, necessarily involves the formation of general concepts and the invocation of their corresponding symbols in language (cf. Turner).

Famous problems

In March 1989, University of Utah
University of Utah

The University of Utah is a public university research university in Salt Lake City, Utah. One of ten institutions that make up the Utah System of Higher Education and Utah's premier research school currently enrolls 21,526 undergraduate and 6,684 graduate student students and has 1,419 regular Faculty members....
 chemists Stanley Pons and Martin Fleischmann reported the production of excess heat that could only be explained by a nuclear process. The report was astounding given the simplicity of the equipment: it was essentially an electrolysis
Electrolysis

In chemistry and manufacturing, electrolysis is a method of separating Chemical bond chemical compound by passing an electric current through them....
 cell containing heavy water
Heavy water

Heavy water is water that contains a higher proportion than normal of the isotope deuterium, as deuterium oxide, D2O or ?H2O, or as deuterium protium oxide, HDO or ?H?HO....
 and a palladium
Palladium

Palladium is a rare and lustrous silvery-white metal that was discovered in 1803 by William Hyde Wollaston, who named it palladium after the 2 Pallas, which in turn, was named after the epithet of the Greek mythology goddess Athena, acquired by her when she slew Athena#Pallas_Athena....
 cathode
Cathode

A cathode is an electrode through which electric charge flows out of a polarized electrical device. Mnemonic: CCD .From an electrochemical point of view, positively charged ion invariably move toward the cathode and/or negatively charged ion move away from it to balance the electrons arriving from external circuitry....
 which rapidly absorbed the deuterium
Deuterium

Deuterium, also called heavy hydrogen, is a stable isotope of hydrogen with a natural abundance in the oceans of Earth of approximately one atom in 6500 of hydrogen ....
 produced during electrolysis. The news media reported on the experiments widely, and it was a front-page item on many newspapers around the world (see science by press conference
Science by press conference

The term science by press conference is a phrase referring to scientists who put an unusual focus on publicizing results of research in the Mass media....
). Over the next several months others tried to replicate the experiment, but were unsuccessful.

Nikola Tesla
Nikola Tesla

Nikola Tesla was an inventor and a mechanical engineer and electrical engineer. Tesla was born in the village of Smiljan near the town of Gospic, in Croatia ....
 claimed as early as 1899 to have used a high frequency current to light gas-filled lamps from over away without using wires
Wireless energy transfer

Wireless energy transfer or wireless power transmission is the process that takes place in any system where electrical energy is transmitted from a power supply to an electrical load, without interconnecting wires in an electrical grid....
. In 1904 he built Wardenclyffe Tower
Wardenclyffe Tower

Wardenclyffe Tower also known as the Tesla Tower, was an early wireless telecommunications tower designed by Nikola Tesla and intended for commercial trans-Atlantic wireless telephony, broadcasting, and to demonstrate the Wireless energy transfer....
 on Long Island
Shoreham, New York

Shoreham is an Administrative divisions of New York#Village in Suffolk County, New York, New York, United States. The population was 417 at the 2000 census....
 to demonstrate means to send and receive power without connecting wires. The facility was never fully operational and was not completed, supposedly due to economic problems. Tesla's experiments have never been replicated.

See also

  • Accuracy
  • Contingency
  • Corroboration
  • Falsifiability
    Falsifiability

    Falsifiability is the logical possibility that an assertion can be shown false by an observation or a physical experiment. That something is "falsifiable" does not mean it is false; rather, that if it is false, then this can be shown by observation or experiment....
  • Hypothesis
    Hypothesis

    A hypothesis consists either of a suggested explanation for an observable phenomenon or of a reasoned proposal predicting a possible causal correlation among multiple phenomena....
  • Inquiry
    Inquiry

    Inquiry is any process that has the aim of augmenting knowledge, resolving doubt, or solving a problem. A theory of inquiry is an account of the various types of inquiry and a treatment of the ways that each type of inquiry achieves its aim....
  • Pathological science
    Pathological science

    Pathological science is the process in science in which "people are tricked into false results ... by subjective effects, wishful thinking or threshold interactions"....
  • Precision
    Precision

    Precision has the following meanings:Concepts* Accuracy and precision, measurement deviation from true value and its scatter* arithmetic precision, the number of digits from which a value is expressed...
  • Pseudoscience
    Pseudoscience

    Pseudoscience is any knowledge, methodology, belief, or practice that is claimed to be scientific, or that is made to appear to be scientific, but which does not adhere to the scientific method, lacks supporting evidence or plausibility, or otherwise lacks scientific status....
  • Scientific method
    Scientific method

    Scientific method refers to techniques for investigating phenomenon, acquiring new knowledge, or correcting and integrating previous knowledge. To be termed scientific, a method of inquiry must be based on gathering observable, empirical and Measure evidence subject to specific principles of reasoning....
  • Tautology
    Tautology (logic)

    In propositional logic, a tautology is a propositional formula that is true under any possible Valuation of its propositional variables. For example, the propositional formula is a tautology, because the statement is true for any valuation of A....
  • Testability
    Testability

    Testability, a property applying to an empirical hypothesis, involves two components: the logical property that is variously described as contingency, defeasibility, or falsifiability, which means that counterexamples to the hypothesis are logically possible, and the practical feasibility of observing a reproducibility series of such count...


External links