Information about Methodology

Methodology is defined as
  1. "the analysis of the principles of methods, rules, and postulates employed by a discipline" or
  2. "the development of methods, to be applied within a discipline"
  3. "a particular procedure or set of procedures". [1].


It should be noted that methodology is frequently used when method would be more accurate. For example, "Since students were not available to complete the survey about academic success, we changed our methodology and gathered data from instructors instead". In this instance the methodology (gathering data via surveys, and the assumption that this produces accurate results) did not change, but the method (asking teachers instead of students) did.

Methodology includes the following concepts as they relate to a particular discipline or field of inquiry:
  1. a collection of theories, concepts or ideas;
  2. comparative study of different approaches; and
  3. critique of the individual methods


Methodology refers to more than a simple set of methods; rather it refers to the rationale and the philosophical assumptions that underlie a particular study. This is why scholarly literature often includes a section on the methodology of the researchers. This section does more than outline the researchers’ methods (as in, “We conducted a survey of 50 people over a two-week period and subjected the results to statistical analysis”, etc.); it might explain what the researchers’ ontological or epistemological views are. (See ontology, epistemology)

Another key (though arguably imprecise) usage for methodology does not refer to research or to the specific analysis techniques. This often refers to anything and everything that can be encapsulated for a discipline or a series of processes, activities and tasks. Examples of this are found in software development, project management and business process fields. This use of the term is typified by the outline who, what, where, when & why. In the documentation of the processes that make up the discipline, that is being supported by "this" methodology, that is where we would find the "methods" or processes. The processes themselves are only part of the methodology along with the identification and usage of the standards, policies, rules, etc.

Example

So, in properly conceived methodologies, researchers typically acknowledge their fundamental approaches to reality. For example...

Do researchers believe in the paradigm of Positivism, which holds that truth is out there waiting to be discovered? In this view, facts exist independently of any theories or human observation. This perspective dominates Western philosophical tradition which provides the foundation of Western science: reality is assumed to be objective, that is, it exists outside our perception. In this paradigm, neither the search for truth nor truth itself is problematic: Truth (with a capital "T") is definite and ascertainable. The “men in white coats” conduct an empirical experiment in a lab, and then announce to the rest of us what they, as “experts,” have discovered.


Or is truth constructed (see Constructivism and Constructivist epistemology) within the minds of individuals and between people in a culture? In this view, facts become "facts" and are a construct of theories and points of view. This paradigm holds that both the nature of truth and the inquiry into that truth are problematic because truth is built (or constructed) from the ongoing processes of negotiation, reevaluation and refinement of and between individuals.

Set of methods

Most sciences have their own specific methods, which are supported by methodologies (i.e., rationale that support the method's validity).

The social sciences are methodologically diverse using qualitative, quantitative, and mixed-method approaches. Qualitative methods include the case study, phenomenology, grounded theory, and ethnography, among others. Quantitative methods include hypothesis testing, power analysis, metanalysis, observational studies, resampling, randomized controlled trials, regression analysis, multilevel modeling, and high-dimensional data analysis, among others.

In software engineering and project management, 'methodology' is often used to refer to a codified set of recommended practices, sometimes accompanied by training materials, formal educational programs, worksheets, and diagramming tools.

See also

References

  • Creswell, J. (1998). Qualitative inquiry and research design: Choosing among five traditions. Thousand Oaks, California: Sage Publications.
  • Creswell, J. (2003). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches. Thousand Oaks, California: Sage Publications.
  • Guba, E. and Lincoln, Y. (1989). Fourth Generation Evaluation. Newbury Park, California: Sage Publications.
  • Patton, M.Q. (2002). Qualitative research & evaluation methods (3rd edition). Thousand Oaks, California: Sage Publications.
  • Webster's New International Dictionary of the English Language, Second Edition, Unabridged, W.A. Neilson, T.A. Knott, P.W. Carhart (eds.), G. & C. Merriam Company, Springfield, MA, 1950.

Further reading

Ontology is a study of conceptions of reality and the nature of being. In philosophy, ontology (from the Greek ὤν, genitive ὄντος: of being (part.
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Epistemology or theory of knowledge is the branch of philosophy that studies the nature, methods, limitations, and validity of knowledge and belief.

The term "epistemology" is based on the Greek words "
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Since the late 1960s, the word paradigm (IPA: /ˈpærədaɪm/) has referred to a thought pattern in any scientific discipline or other epistemological context.
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Positivism is a philosophy that states that the only authentic knowledge is scientific knowledge, and that such knowledge can only come from positive affirmation of theories through strict scientific method.
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Constructivism is a perspective in philosophy that views all of our knowledge as "constructed", under the assumption that it does not necessarily reflect any external "transcendent" realities; it is contingent on convention, human perception, and social experience.
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fact is something that is the case, something that actually exists, or something that can be verified according to an established standard of evaluation.[1][2] There is a range of other uses, depending on the context.
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Science (from the Latin scientia, 'knowledge'), in the broadest sense, refers to any systematic knowledge or practice.[1] Examples of the broader use included political science and computer science, which are not incorrectly named, but rather named according to
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Qualitative Research is an academic journal published three times a year discussing qualitative research methods for use in social sciences and cultural studies.

References

  • Publisher's Description

Qualitative research
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Quantitative research is the systematic scientific investigation of properties and phenomena and their relationships. Quantitative research is widely used in both the natural sciences and social sciences, from physics and biology to sociology and journalism.
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The case study is one of several ways of doing social science research. Other ways include experiments, surveys, multiple histories, and analysis of archival information (Yin 2003).
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Phenomenology has at least three main meanings in philosophical history: one in the writings of G.W.F. Hegel, another in the writings of Edmund Husserl in 1920, and a third, deriving from Husserl's work, in the writings of his former research assistant Martin Heidegger in 1927:

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    Grounded Theory (GT) is a research method most often associated with the social sciences, for example as psychology. Developed by the sociologists Barney Glaser (b. 1930) and Anselm Strauss (1916-1996).
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    Ethnography (ἔθνος ethnos = people and γράφειν graphein
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    statistical hypothesis test, or more briefly, hypothesis test, is an algorithm to state the alternative (for or against the hypothesis) which minimizes certain risks.

    This article describes the commonly used frequentist treatment of hypothesis testing.
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    In cryptography, power analysis is a form of side channel attack in which the attacker studies the power consumption of a cryptographic hardware device (such as a smart card, tamperproof "black box",
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    metanalysis is the act of breaking down a word or phrase into segments or meanings not original to it. The term was coined by the linguist Otto Jespersen, from Greek elements meaning "a change of breakdown".
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    In statistics, the goal of an observational study is to draw inferences about the possible effect of a treatment on subjects, where the assignment of subjects into a treated group versus a control group is outside the control of the investigator.
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    Resampling is the digital process of changing the sample rate or dimensions of digital imagery or audio by temporally or areally analysing and sampling the original data.
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    A randomized controlled trial (RCT) is a scientific procedure most commonly used in testing medicines or medical procedures. RCTs are considered the most reliable form of scientific evidence because it eliminates all forms of spurious causality.
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    This article or section may be confusing or unclear for some readers.
    Please [improve the article] or discuss this issue on the talk page. This article has been tagged since May 2007.
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    A software development process is a structure imposed on the development of a software product. Synonyms include software life cycle and software process. There are several models for such processes, each describing approaches to a variety of tasks or activities that
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    Project management is the discipline of organizing and managing resources (e.g. people) in such a way that the project is completed within defined scope, quality, time and cost constraints.
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    In methodology, the power of a method is inversely proportional to the generality of the method, i.e.: the more specific the method, the more powerful.

    Examples

    very specific (very powerful)
    • confirm presence of blood with luminol;

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    Thought or thinking is a mental process which allows beings to model the world, and so to deal with it effectively according to their goals, plans, ends and desires.
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    In software engineering and project management, a methodology is a codified set of practices (sometimes accompanied by training materials, formal educational programs, worksheets, and diagramming tools) that may be repeatably carried out to produce software.
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    Webster's Dictionary is the common title given to English language dictionaries in the United States, derived from American lexicographer Noah Webster. In the United States, the phrase Webster's has become a genericized trademark for dictionaries.
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