A methodology

a methodology

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Experiment : Rosalind Franklin crystallized pure dna and performed X-ray diffraction to produce photo. The results showed an X-shape. Analysis : When Watson saw the detailed diffraction pattern, he immediately recognized it as a helix. 46 he and Crick then produced their model, using this information along with the previously known information about dna's composition and about molecular interactions such as hydrogen bonds. 47 The discovery became the starting point for many further studies involving the genetic material, such as the field of molecular genetics, and it was awarded the nobel Prize in 1962. Each step of the example is examined in more detail later in the article. Other components The scientific method also includes other components required even when all the iterations of the steps above have been completed: 48 Replication If an experiment cannot be repeated to produce the same results, this implies that the original results might have been.

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Once a hypothesis is strongly supported by evidence, a new question can be asked to provide further insight on the same topic. Evidence from other scientists and experience are labb frequently incorporated at any stage in the process. Depending on the complexity of the experiment, many iterations may be required to gather sufficient evidence to answer a question with confidence, or to build up many answers to highly specific questions in order to answer a single broader question. Dna example The basic elements of the scientific method are illustrated by the following example from the discovery of the structure of dna : question : Previous investigation of dna had determined its chemical composition (the four nucleotides the structure of each individual nucleotide, and. It wallpaper had been identified as the carrier of genetic information by the averyMacLeodMcCarty experiment in 1944, 40 but the mechanism of how genetic information was stored in dna was unclear. Hypothesis : Linus pauling, francis Crick and James. Watson hypothesized that dna had a helical structure. 41 Prediction : If dna had a helical structure, its X-ray diffraction pattern would be x-shaped. 42 43 This prediction was determined using the mathematics of the helix transform, which had been derived by cochran, Crick and Vand 44 (and independently by Stokes). This prediction was a mathematical construct, completely independent from the biological problem at hand.

Astronomers do experiments, searching for planets around distant stars. Finally, most individual experiments address highly specific topics for reasons of summary practicality. As a result, evidence about broader topics is usually accumulated gradually. Analysis This involves determining what the results of the experiment show and deciding on the next actions to take. The predictions of the hypothesis are compared to those of the null hypothesis, to determine which is better able to explain the data. In cases where an experiment is repeated many times, a statistical analysis such as a chi-squared test may be required. If the evidence has falsified the hypothesis, a new hypothesis is required; if the experiment supports the hypothesis but the evidence is not strong enough for high confidence, other predictions from the hypothesis must be tested.

a methodology

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Large numbers of successful confirmations are not convincing if they arise from experiments that avoid risk. 8 Experiments should be designed to minimize possible errors, especially through the use of appropriate scientific controls. For example, tests of medical treatments are commonly run as double-blind tests. Test personnel, who might unwittingly reveal to test subjects which samples are the desired test drugs and which are placebos, are kept ignorant of which are which. Such hints can paper bias the responses of the test subjects. Furthermore, failure of an experiment does not necessarily mean the hypothesis is false. Experiments always depend on several hypotheses,. G., that the test equipment is working properly, and a failure may be a failure of one of the auxiliary hypotheses. (see the duhemQuine thesis.) Experiments can be conducted in a college lab, on a kitchen table, at cern's Large hadron Collider, at the bottom of an ocean, on Mars (using one of the working rovers and.

39 Testing This is an investigation of whether the real world behaves as predicted by the hypothesis. Scientists (and other people) test hypotheses by conducting experiments. The purpose of an experiment is to determine whether observations of the real world agree with or conflict with the predictions derived from a hypothesis. If they agree, confidence in the hypothesis increases; otherwise, it decreases. Agreement does not assure that the hypothesis is true; future experiments may reveal problems. Karl Popper advised scientists to try to falsify hypotheses,. E., to search for and test those experiments that seem most doubtful.

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a methodology

Methodology for the Scientific Study of Human

A statistical hypothesis is a conjecture about a given statistical population. For example, the population might be people with a particular disease. The conjecture might be that a new drug will cure the disease in some of those people. Terms commonly associated with statistical hypotheses are null hypothesis and alternative hypothesis. A null hypothesis is the conjecture that the statistical hypothesis is false; for example, that the new drug does nothing and that any cure is caused by chance. Researchers normally want to show that the null hypothesis is false. The alternative hypothesis is the desired outcome, that the drug does better than chance.

A final point: a scientific hypothesis must be falsifiable, meaning that one manager can identify a possible outcome of an experiment that conflicts with predictions deduced from the hypothesis; otherwise, it cannot be meaningfully tested. Prediction This step involves determining the logical consequences of the hypothesis. One or more predictions are then selected for further testing. The more unlikely that a prediction would be correct simply by coincidence, then the more convincing it would be if the prediction were fulfilled; evidence is also stronger if the answer to the prediction is not already known, due to the effects of hindsight bias. Ideally, the prediction must also distinguish the hypothesis from likely alternatives; if two hypotheses make the same prediction, observing the prediction to be correct is not evidence for either one over the other. (These statements about the relative strength of evidence can be mathematically derived using bayes' Theorem ).

Different early expressions of empiricism and the scientific method can be found throughout history, for instance with the ancient Stoics, epicurus, 30 Alhazen, 31 Roger Bacon, and William of Ockham. From the 16th century onwards, experiments were advocated by Francis Bacon, and performed by giambattista della porta, 32 Johannes Kepler, 33 and Galileo galilei. 34 There was particular development aided by theoretical works by Francisco sanches, 35 John Locke, george berkeley, and david Hume. The current method is based on a hypothetico-deductive model 36 formulated in the 20th century, although it has undergone significant revision since first proposed (for a more formal discussion, see below ). Process The overall process involves making conjectures ( hypotheses deriving predictions from them as logical consequences, and then carrying out experiments based on those predictions to determine whether the original conjecture was correct. 5 There are difficulties in a formulaic statement of method, however.


Though the scientific method is often presented as a fixed sequence of steps, these actions are better considered as general principles. 10 Not all steps take place in every scientific inquiry (nor to the same degree and they are not always done in the same order. As noted by scientist and philosopher William Whewell (17941866 "invention, sagacity, and genius" 11 are required at every step. Formulation of a question The question can refer to the explanation of a specific observation, as in "Why is the sky blue?" but can also be open-ended, as in "How can I design a drug to cure this particular disease?" This stage frequently involves finding. If the answer is already known, a different question that builds on the evidence can be posed. When applying the scientific method to research, determining a good question can be very difficult and it will affect the outcome of the investigation. 37 Hypothesis A hypothesis is a conjecture, based on knowledge obtained while formulating the question, that may explain any given behavior. The hypothesis might be very specific; for example, einstein's equivalence principle or Francis Crick 's "dna makes rna makes protein 38 or it might be broad; for example, unknown species of life dwell in the unexplored depths of the oceans.

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22 As in other areas of inquiry, science (through the scientific method) can build on previous knowledge and develop a more sophisticated understanding of its topics of study over time. This model can be seen to summary underlay the scientific revolution. 29 The ubiquitous element in the model of the scientific method is empiricism, or more precisely, epistemologic sensualism. This is in opposition to stringent forms of rationalism : the scientific method embodies that reason alone cannot solve a particular scientific problem. A strong formulation of the scientific method is not always aligned with a form of empiricism in which the empirical data is put forward in the form of experience or other abstracted forms of knowledge; in current scientific practice, however, the use of scientific modelling. The scientific method is of necessity also an expression of an opposition to claims that. Revelation, political or religious dogma, appeals to tradition, commonly held beliefs, common sense, or, importantly, currently held theories, are the only possible means of demonstrating truth.

a methodology

The term "scientific method" did not come into wide use until the 19th century, when other modern scientific terminologies began to emerge such as "scientist" and "pseudoscience" and significant transformation of science was taking place. 19 Throughout the 1830s and 1850s, by which time baconianism was popular, naturalists like william Whewell, john Herschel, john Stewart Mill engaged in debates over "induction" and "facts" and were focused on how position to generate knowledge. 19 In the late 19th a debate over realism. Antirealism was conducted as powerful scientific theories extended beyond the realm of the observable. 20 The term "scientific method" came to be used prominently in the twentieth century, with no scientific authorities over its meaning despite it popping up in textbooks and dictionaries. 19 Though there was a steady growth on the concept into the twentieth century, by the end of that century numerous influential philosophers of science like thomas Kuhn and paul feyerabend had questioned the universality of the "scientific method" and in doing so largely replaced. 19 In particular, paul feyerabend argued against there being any universal rules of science. 21 overview The dna example below is a synopsis of this method. The scientific method is the process by which science is carried out.

an experiment is to determine whether observations agree with or conflict with the predictions derived from a hypothesis. 8 Experiments can take place anywhere from a garage to cern's Large hadron Collider. There are difficulties in a formulaic statement of method, however. Though the scientific method is often presented as a fixed sequence of steps, it represents rather a set of general principles. 9 Not all steps take place in every scientific inquiry (nor to the same degree and they are not always in the same order. 10 11 Some philosophers and scientists have argued that there is no scientific method; they include physicist lee smolin 12 and philosopher paul feyerabend (in his Against Method ). Robert Nola and Howard Sankey remark that "For some, the whole idea of a theory of scientific method is yester-year's debate, the continuation of which can be summed up as yet more of the proverbial deceased equine castigation. We beg to differ." 13 Contents History main article: History of scientific method see also: Timeline of the history of scientific method Important debates in the history of science concern rationalism, especially as advocated by rené descartes ; inductivism and/or empiricism, as argued for.

The most conclusive testing of hypotheses comes from reasoning based on carefully controlled experimental data. Depending on how well additional tests match the writings predictions, the original hypothesis may require refinement, alteration, expansion or even rejection. If a particular hypothesis becomes very well supported, a general theory may be developed. 4, although procedures vary from one field of inquiry to another, they are frequently the same from one to another. The process of the scientific method involves making conjectures (hypotheses deriving predictions from them as logical consequences, and then carrying out experiments or empirical observations based on those predictions. 5 6 A hypothesis is a conjecture, based on knowledge obtained while seeking answers to the question. The hypothesis might be very specific, or it might be broad. Scientists then test hypotheses by conducting experiments or studies.

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"Scientific research" redirects here. For the publisher, see. Compare, observational study and, experiment, for a broader coverage of this topic, see. For other uses, see, scientific method (disambiguation). Scientific method is an empirical method of knowledge acquisition, which has characterized the development of natural science since at least the 17th century, involving careful observation, which includes rigorous skepticism about what one observes, given that cognitive assumptions about how the world works influence how. These are principles of the scientific method, as opposed to a definitive series of steps applicable to all scientific enterprises. 1 2 3, though there are diverse models for the scientific method available, in general there is a continuous process that includes observations about the natural world. People are naturally inquisitive, so they often supermarket come up with questions about things they see or hear, and they often develop ideas or hypotheses about why things are the way they are. The best hypotheses lead to predictions that can be tested in various ways.


A methodology
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  5. Gartner's Hype cycle methodology provides a graphical view of the maturity, adoption and business application of specific technologies. Using a hype cycle can help to determine when technologies have moved beyond the hype, begin offering practical benefits, and become widely accepted. The official website of all things lean Startup presented by Eric ries. My phD supervisor asked me what the difference between methods and methodology was several months ago and I did not know the answer. All I could muster in a pathetic response was a look of bewilderment. In the past few years there's been a blossoming of a new style of software methodology - referred to as agile methods.

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