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v. t. e. In its most common sense, methodology is the study of research methods. However, the term can also refer to the methods themselves or to the philosophical discussion of associated background assumptions. A method is a structured procedure for bringing about a certain goal, like acquiring knowledge or verifying knowledge claims.
Quantitative research is a research strategy that focuses on quantifying the collection and analysis of data. [ 1] It is formed from a deductive approach where emphasis is placed on the testing of theory, shaped by empiricist and positivist philosophies. [ 1]
Operations research – Discipline concerning the application of advanced analytical methods; Organization development – Study and implementation of practices, systems, and techniques that affect organizational change; Organizational communication – Field of study in communication studies
Conceptual framework. A conceptual framework is an analytical tool with several variations and contexts. It can be applied in different categories of work where an overall picture is needed. It is used to make conceptual distinctions and organize ideas. Strong conceptual frameworks capture something real and do this in a way that is easy to ...
Root cause analysis. In the field of science and engineering, root cause analysis ( RCA) is a method of problem solving used for identifying the root causes of faults or problems. [ 1] It is widely used in IT operations, manufacturing, telecommunications, industrial process control, accident analysis (e.g., in aviation, [ 2] rail transport, or ...
Constructing skill trees. Constructing skill trees (CST) is a hierarchical reinforcement learning algorithm which can build skill trees from a set of sample solution trajectories obtained from demonstration. CST uses an incremental MAP ( maximum a posteriori) change point detection algorithm to segment each demonstration trajectory into skills ...
Thematic analysis is used in qualitative research and focuses on examining themes or patterns of meaning within data. [ 12] This method can emphasize both organization and rich description of the data set and theoretically informed interpretation of meaning. [ 1] Thematic analysis goes beyond simply counting phrases or words in a text (as in ...
Design science (methodology) Design science research (DSR) is a research paradigm focusing on the development and validation of prescriptive knowledge in information science. Herbert Simon distinguished the natural sciences, concerned with explaining how things are, from design sciences which are concerned with how things ought to be, [ 1] that ...