Research and Analysis
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Wikipedia-Article "Research"
- For the suburb of Melbourne, Australia, see Research, Victoria.
Research is an active, diligent, and systematic process of inquiry in order to discover, interpret and/or revise facts. This intellectual investigation should produce a greater understanding of events, behaviors, or theories, or to make practical applications with the help of such facts, laws, or theories. The term research is also used to describe a collection of information about a particular subject.
The word research derives from the Middle French (see French language) and the literal meaning is "to investigate thoroughly".
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Basic and applied research
Research is best described as a "sack-sandwiching" process; it is the foundation of the scientific method. Generally, one can distinguish between basic research and applied research.
Basic research
Basic research (also called fundamental or pure research) has as its primary objective the advancement of knowledge and the theoretical understanding of the relations among variables (see statistics). It is exploratory and often driven by the researcher’s curiosity, interest or hunch. It is conducted without a practical end in mind although it can have unexpected results that point to practical applications. The terms “basic” or “fundamental” research indicate that, through theory generation, basic research provides the foundation for further, often applied research. Because there is no guarantee of short-term practical gain, researchers often find it difficult to obtain funding for basic research.
Basic research asks questions such as:
- Does string theory provide physics with a grand unification theory?
- Which aspects of genomes explain organismal complexity?
- How can computational methods be efficiently applied to larger and larger molecular systems?
Applied research
Applied research is done to solve specific, practical questions; its primary aim is not to gain knowledge for its own sake. It can be exploratory but often it is descriptive. It is almost always done on the basis of basic research. Often the research is carried out by academic or industrial institutions. More often an academic instituion such as a university will have a specific applied research programme funded by an industrial partner. Common areas of applied research include electronics, informatics, computer science, process engineering and applied science.
Applied research asks questions such as:
- How can Canada's wheat crops be protected from grasshoppers?
- What is the most efficient and effective vaccine against influenza?
- How can communication among workers in large companies be improved?
- How can the Great Lakes be protected against the effects of greenhouse gas?
There are many instances when the distinction between basic and applied research is not clear. It is not unusual for researchers to present their project in such a light as to "slot" it into either applied or basic research, depending on the requirements of the funding sources. The question of genetic codes is a good example. Unraveling it for the sake of knowledge alone would be basic research – but what, for example, if knowledge of it also has the benefit of making it possible to alter the code so as to make a plant commercially viable? Some say that the difference between basic and applied research lies in the time span between research and reasonably foreseeable practical applications.
Thomas Kuhn, in his book The Structure of Scientific Revolutions, traces an interesting history and analysis of the enterprise of research.
Research methods
The scope of the research process is to produce some new knowledge. This, in principle, can take three main forms:
- Exploratory research: a new problem can be structured and identified.
- Constructive research: a (new) solution to a problem can be developed.
- Empirical research: empirical evidence on the feasibility of an existing solution to a problem can be provided.
Research methods used by scholars:
- action research
- experiments
- case study
- participant observation
- experience and intuition
- interviews
- surveys
- statistical data analysis
- mathematical models and simulations
- textual analysis
- classification
- map making
- semiotics
- physical traces analysis
Research process
- Main article: scientific method
Generally, research is understood to follow a certain structural process. Though step order may vary depending on the subject matter and researcher, the following steps are usually part of most formal research, both basic and applied:
- Formation of the topic
- hypothesis
- conceptual definitions
- operational definitions
- Gathering of data
- Analysis of data
- Conclusion, revising of hypothesis
A common misunderstanding is that by this method a hypothesis can be proven. Instead, by these methods no hypothesis can be proven, rather a hypothesis may only be disproven. A hypothesis can survive several rounds of scientific testing and be widely thought of as true (or better, predictive), but this is not the same as it having been proven. It would be better to say that the hypothesis has yet to be disproven.
A useful hypothesis allows prediction and within the accuracy of observation of the time, the prediction will be verified. As the accuracy of observation improves with time, the hypothesis may no longer provide an accurate prediction. In this case a new hypothesis will arise to challenge the old and to the extent that the new hypothesis makes more accurate predictions than the old, will supplant it.
Maxim
It is sometimes said that "Copying from one source is plagiarism, copying from several sources is research".
Research funding
Main article: Research funding
Most funding for scientific research comes from two major sources, corporations (through research and development departments) and government (primarily through universities and in some cases through military contractors). Many senior researchers (such as group leaders) spend more than a trivial amount of their time applying for grants for research funds. These grants are necessary not only for researchers to carry out their research but as a source of merit. Some faculty positions require that the holder has received grants from certain institutions, such as the US National Institutes of Health (NIH). Government-sponsored grants (e.g. from the NIH, the National Health Service in Britain or any of the European research councils) generally have a high status.
See also
- Academic conference
- Empirical research
- Internet research
- Lab notebook
- Marketing research
- Open access
- Open research
- Operations research
- Paradigm shift
- Participatory action research
- Peer review
- Philosophy of science
- Psychological research methods
- Research and development
- Research rapture
- Science
- Social research
- Truth
External links
- "Britain a leader in making research available on web" (Richard Wray, The Guardian, May 17, 2005)
- PhD Central - Open Source Network to Suggest or Find a Thesis Topic
Wikipedia-Article "Analysis"
An analysis is a critical evaluation, usually made by breaking a subject (either material or intellectual) down into its constituent parts, then describing the parts and their relationship to the whole. See also analytic and synthesis and the Scientific Method.
As such, it can be applied in many different fields of study:
- In mathematics:
- mathematical analysis
- real analysis - real numbers
- complex analysis - holomorphic functions
- functional analysis - study of spaces of functions
- non-standard analysis - hyperreal numbers
- harmonic analysis - Fourier series
- numerical analysis
- statistical analysis
- mathematical analysis
- In computing:
- object-oriented analysis and design
- Structured Analysis such as Yourdon
- lexical analysis
- semantic analysis
- syntax analysis
- competitive analysis
- analysis of algorithms
- computer program analysis
- static code analysis
- In cryptography:
- cryptanalysis - the decoding of ciphers
- frequency analysis
- In economics:
- fundamentals analysis
- technical analysis - used in predicting stock market trends
In other fields:
- system analysis - in electrical engineering
- systems analysis - study of large systems
- lithic analysis - study of stone tools, in archaeology
- isotope analysis in archaeology and paleontology
- aura analysis - study of bodily auras and energy fields
- dimensional analysis - in physics and engineering
- neutron activation analysis - in chemistry
- life cycle cost analysis
- chemical analysis
- bowling analysis in the sport of cricket
- protocol analysis in knowledge technology