The methodology is the general research strategy that outlines the way in which research is to be undertaken and, among other things, identifies the methods to be used in it.
These methods , described in the methodology, define the means or modes of data collection or, sometimes, how a specific result is to be calculated. When proper to a study of methodology, such processes constitute a constructive generic framework , and may therefore be broken down into sub-processes, combined, or their sequence changed.
A paradigm is similar to a methodology in that it is also a constructive framework. In theoretical work, the development of paradigms satisfies most or all of the criteria for methodology. Any description of a means of calculation of a specific result is always a description of a method and never a description of a methodology.
It is thus important to avoid using methodology as a synonym for method or body of methods. Doing this shifts it away from its true epistemological meaning and reduces it to being the procedure itself, or the set of tools, or the instruments that should have been its outcome. A methodology is the design process for carrying out research or the development of a procedure and is not in itself an instrument, or method, or procedure for doing things.
Methodology and method are not interchangeable. In recent years, however, there has been a tendency to use methodology as a "pretentious substitute for the word method ". From Wikipedia, the free encyclopedia. This article is about research methods. For software engineering frameworks, see Software development methodology. Computer and Information Security Handbook. Frankfurter, Theory and Reality in Financial Economics: The purpose of the original research is to produce new knowledge , rather than to present the existing knowledge in a new form e.
Original research can take a number of forms, depending on the discipline it pertains to. In experimental work, it typically involves direct or indirect observation of the researched subject s , e. In analytical work, there are typically some new for example mathematical results produced, or a new way of approaching an existing problem.
In some subjects which do not typically carry out experimentation or analysis of this kind, the originality is in the particular way existing understanding is changed or re-interpreted based on the outcome of the work of the researcher. The degree of originality of the research is among major criteria for articles to be published in academic journals and usually established by means of peer review. Scientific research is a systematic way of gathering data and harnessing curiosity.
This research provides scientific information and theories for the explanation of the nature and the properties of the world. It makes practical applications possible. Scientific research is funded by public authorities, by charitable organizations and by private groups, including many companies. Scientific research can be subdivided into different classifications according to their academic and application disciplines.
Scientific research is a widely used criterion for judging the standing of an academic institution, but some argue that such is an inaccurate assessment of the institution, because the quality of research does not tell about the quality of teaching these do not necessarily correlate. Research in the humanities involves different methods such as for example hermeneutics and semiotics.
Humanities scholars usually do not search for the ultimate correct answer to a question, but instead, explore the issues and details that surround it. Context is always important, and context can be social, historical, political, cultural, or ethnic. An example of research in the humanities is historical research, which is embodied in historical method.
Historians use primary sources and other evidence to systematically investigate a topic, and then to write histories in the form of accounts of the past. Other studies aim to merely examine the occurrence of behaviours in societies and communities, without particularly looking for reasons or motivations to explain these.
These studies may be qualitative or quantitative, and can use a variety of approaches, such as queer theory or feminist theory.
Artistic research , also seen as 'practice-based research', can take form when creative works are considered both the research and the object of research itself. It is the debatable body of thought which offers an alternative to purely scientific methods in research in its search for knowledge and truth.
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:. A common misconception is that a hypothesis will be proven see, rather, null hypothesis. Generally, a hypothesis is used to make predictions that can be tested by observing the outcome of an experiment.
If the outcome is inconsistent with the hypothesis, then the hypothesis is rejected see falsifiability. However, if the outcome is consistent with the hypothesis, the experiment is said to support the hypothesis.
This careful language is used because researchers recognize that alternative hypotheses may also be consistent with the observations. In this sense, a hypothesis can never be proven, but rather only supported by surviving rounds of scientific testing and, eventually, becoming widely thought of as true. 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, the new will supplant it. Researchers can also use a null hypothesis, which states no relationship or difference between the independent or dependent variables.
The historical method comprises the techniques and guidelines by which historians use historical sources and other evidence to research and then to write history. There are various history guidelines that are commonly used by historians in their work, under the headings of external criticism, internal criticism, and synthesis.
This includes lower criticism and sensual criticism. Though items may vary depending on the subject matter and researcher, the following concepts are part of most formal historical research: The controversial trend of artistic teaching becoming more academics-oriented is leading to artistic research being accepted as the primary mode of enquiry in art as in the case of other disciplines. As such, it is similar to the social sciences in using qualitative research and intersubjectivity as tools to apply measurement and critical analysis.
It is based on artistic practices, methods, and criticality. Through presented documentation, the insights gained shall be placed in a context. According to artist Hakan Topal , in artistic research, "perhaps more so than other disciplines, intuition is utilized as a method to identify a wide range of new and unexpected productive modalities". This may be factual, historical, or background research. Background research could include, for example, geographical or procedural research.
The Society for Artistic Research SAR publishes the triannual Journal for Artistic Research JAR ,   an international, online, open access , and peer-reviewed journal for the identification, publication, and dissemination of artistic research and its methodologies, from all arts disciplines and it runs the Research Catalogue RC ,    a searchable, documentary database of artistic research, to which anyone can contribute. Patricia Leavy addresses eight arts-based research ABR genres: Research is often conducted using the hourglass model structure of research.
The major steps in conducting research are: The steps generally represent the overall process; however, they should be viewed as an ever-changing iterative process rather than a fixed set of steps.
Often, a literature review is conducted in a given subject area before a research question is identified. A gap in the current literature, as identified by a researcher, then engenders a research question. The research question may be parallel to the hypothesis. The hypothesis is the supposition to be tested.
The researcher s collects data to test the hypothesis. The researcher s then analyzes and interprets the data via a variety of statistical methods, engaging in what is known as empirical research. The results of the data analysis in rejecting or failing to reject the null hypothesis are then reported and evaluated. At the end, the researcher may discuss avenues for further research.
However, some researchers advocate for the reverse approach: The reverse approach is justified by the transactional nature of the research endeavor where research inquiry, research questions, research method, relevant research literature, and so on are not fully known until the findings have fully emerged and been interpreted.
Rudolph Rummel says, " It is only when a range of tests are consistent over many kinds of data, researchers, and methods can one have confidence in the results. Plato in Meno talks about an inherent difficulty, if not a paradox, of doing research that can be paraphrased in the following way, "If you know what you're searching for, why do you search for it?! The goal of the research process is to produce new knowledge or deepen understanding of a topic or issue.
This process takes three main forms although, as previously discussed, the boundaries between them may be obscure:. There are two major types of empirical research design: Researchers choose qualitative or quantitative methods according to the nature of the research topic they want to investigate and the research questions they aim to answer:.
Social media posts are used for qualitative research. The quantitative data collection methods rely on random sampling and structured data collection instruments that fit diverse experiences into predetermined response categories.
If the research question is about people, participants may be randomly assigned to different treatments this is the only way that a quantitative study can be considered a true experiment.
If the intent is to generalize from the research participants to a larger population, the researcher will employ probability sampling to select participants.
In either qualitative or quantitative research, the researcher s may collect primary or secondary data. Primary data is data collected specifically for the research, such as through interviews or questionnaires.
Secondary data is data that already exists, such as census data, which can be re-used for the research. It is good ethical research practice to use secondary data wherever possible. For example, a researcher may choose to conduct a qualitative study and follow it up with a quantitative study to gain additional insights. Big data has brought big impacts on research methods so that now many researchers do not put much effort into data collection; furthermore, methods to analyze easily available huge amounts of data have also been developed.
Non-empirical theoretical research is an approach that involves the development of theory as opposed to using observation and experimentation. As such, non-empirical research seeks solutions to problems using existing knowledge as its source. This, however, does not mean that new ideas and innovations cannot be found within the pool of existing and established knowledge. Non-empirical research is not an absolute alternative to empirical research because they may be used together to strengthen a research approach.
Neither one is less effective than the other since they have their particular purpose in science. Typically empirical research produces observations that need to be explained; then theoretical research tries to explain them, and in so doing generates empirically testable hypotheses; these hypotheses are then tested empirically, giving more observations that may need further explanation; and so on. A simple example of a non-empirical task is the prototyping of a new drug using a differentiated application of existing knowledge; another is the development of a business process in the form of a flow chart and texts where all the ingredients are from established knowledge.
Much of cosmological research is theoretical in nature. Mathematics research does not rely on externally available data; rather, it seeks to prove theorems about mathematical objects. Research ethics involves the application of fundamental ethical principles to a variety of topics involving research, including scientific research. These principles include deontology , consequentialism , virtue ethics and value ethics.
Ethical issues may arise in the design and implementation of research involving human experimentation or animal experimentation , such as: Research ethics is most developed as a concept in medical research. The key agreement here is the Declaration of Helsinki. The Nuremberg Code is a former agreement, but with many still important notes. Research in the social sciences presents a different set of issues than those in medical research  and can involve issues of researcher and participant safety, empowerment and access to justice.
When research involves human subjects, obtaining informed consent from them is essential. In many disciplines, Western methods of conducting research are predominant. The increasing participation of indigenous peoples as researchers has brought increased attention to the lacuna in culturally-sensitive methods of data collection.
Non-Western methods of data collection may not be the most accurate or relevant for research on non-Western societies. Periphery scholars face the challenges of exclusion and linguicism in research and academic publication.
As the great majority of mainstream academic journals are written in English, multilingual periphery scholars often must translate their work to be accepted to elite Western-dominated journals. Peer review is a form of self-regulation by qualified members of a profession within the relevant field.
Peer review methods are employed to maintain standards of quality, improve performance, and provide credibility. In academia, scholarly peer review is often used to determine an academic paper's suitability for publication. Usually, the peer review process involves experts in the same field who are consulted by editors to give a review of the scholarly works produced by a colleague of theirs from an unbiased and impartial point of view, and this is usually done free of charge.
The tradition of peer reviews being done for free has however brought many pitfalls which are also indicative of why most peer reviewers decline many invitations to review. The open access movement assumes that all information generally deemed useful should be free and belongs to a "public domain", that of "humanity". For instance, most indigenous communities consider that access to certain information proper to the group should be determined by relationships.
There is alleged to be a double standard in the Western knowledge system. On the one hand, "digital right management" used to restrict access to personal information on social networking platforms is celebrated as a protection of privacy, while simultaneously when similar functions are utilised by cultural groups i.
The methodology may include publication research, interviews, surveys and other research techniques, and could include both present and historical information.
In the workshop various aspects have been discussed related to research methodology, including critical thinking in research, research process, how to write a research paper, and research ethics, etc.
2 the section of a research proposal in which the methods to be used are described. The research design, the population to be studied, and the research instruments, or tools, to be used are discussed in the methodology. methodological, adj. Definition of Research In order to plan and carry out research, it is necessary for you to know what we mean by research-in general, as well as in the specialized fields of .
Video: Research Methodology: Approaches & Techniques A research method is a systematic plan for doing research. In this lesson, we'll look at the definition for a research method and examine the. The methodology is the general research strategy that outlines the way in which research is to be undertaken and, among other things, identifies the methods to be used in it. These methods, described in the methodology, define the means or modes of data collection or.