Objective of any study determines the methodology to be followed in the study, not the other way round. However, many-a-times it happens that based on the available data, researchers try to implement the methodologies and they end up with something other than the objective of the study. According to the process of research, any research starts with a broad question. When that question is boiled down to a specific set of measurable constructs, the variables are decided. On the finalization of the specific set of variables, the natures of the data are finalized. That decides the methodology to be followed in that specific study.
There are several methodologies available in the hands of researchers. They have to apply them aptly with respect to the objective and design of the study. There are two types of research methodologies, namely quantitative and qualitative. Under these two categories, there are several methodologies available. They can be addressed as per the following:
Quantitative methodology:
Regression analysis: This is one of the basic quantitative techniques available in the hands of researchers. The higher order empirical techniques are dependent on this very methodology.
Vector Auto-regression analysis: This is one of the higher order quantitative techniques available. This is mainly used for establishing any causal relationship between the variables under observation. Causality analysis model and vector error correction models are the second stage techniques based on this methodology.
Matrix Algebra analysis: This is a basic technique for data representation. This helps the researchers to analyze the entire set of panel or cross-section data in a more effective way.
Qualitative methodology:
Factor analysis: This is so far the best methodology for analyzing the validity and reliability of any questionnaire used for survey method. It analyzes all the items in any questionnaire based on the constructs of the study. It reduces the redundancy of the questionnaire.
Box plot analysis: This is a specific technique for representing the data in terms of its range, mean and variance. In short, it represents a descriptive statistics of any variable.
Interview coding: This is a specific methodology used for analyzing the interviews. Specific keywords and repetitive words are noted in the interview. After identification of those, they are associated to each other based on the ontology of the research.
Given the ontological basis of the study, it is a challenge for researcher to identify proper methodology to b followed. For a specific solution for any research methodology related issue, one can browse through the pages of phdbox.in.
Banking on the Methodology
Posted by admin in Research
Objective of any study determines the methodology to be followed in the study, not the other way round. However, many-a-times it happens that based on the available data, researchers try to implement the methodologies and they end up with something other than the objective of the study. According to the process of research, any research starts with a broad question. When that question is boiled down to a specific set of measurable constructs, the variables are decided. On the finalization of the specific set of variables, the natures of the data are finalized. That decides the methodology to be followed in that specific study.
There are several methodologies available in the hands of researchers. They have to apply them aptly with respect to the objective and design of the study. There are two types of research methodologies, namely quantitative and qualitative. Under these two categories, there are several methodologies available. They can be addressed as per the following:
Given the ontological basis of the study, it is a challenge for researcher to identify proper methodology to b followed. For a specific solution for any research methodology related issue, one can browse through the pages of phdbox.in.