Research methodology data analysis

About method and methodology According to the academic literature, it should be your research question that is guiding this decision. In theory this is and should be so. In practice, choices are often more pragmatic and not everyone is educated in the application of the whole range of methodologies that are out there. Furthermore, not everyone who has the need for analyzing qualitative data is conducting an academic research project that requires more thorough thinking regarding knowledge generation.

Research methodology data analysis

The methodology section of a research paper answers two main questions: How was the data collected or generated? And, how was it analyzed? The writing should be direct and precise and always written in the past tense.

Importance of a Good Methodology Section You must explain how you obtained and analyzed your results for the following reasons: Readers need to know how the data was obtained because the method you chose affects the results and, by extension, how you interpreted their significance.

Methodology is crucial for any branch of scholarship because an unreliable method produces unreliable results and, as a consequence, undermines the value of your interpretations of the findings.

In most cases, there are a variety of different methods you can choose to investigate a research problem.

Data analysis - Wikipedia

The methodology section of your paper should clearly articulate the reasons why you chose a particular procedure or technique. The reader wants to know that the data was collected or generated in a way that is consistent with accepted practice in the field of study. For example, if you are using a multiple choice questionnaire, readers need to know that it offered your respondents a reasonable range of answers to choose from.

The method must be appropriate to fulfilling the overall aims of the study. For example, you need to ensure that you have a large enough sample size to be able to generalize and make recommendations based upon the findings. The methodology should discuss the problems that were anticipated and the steps you took to prevent them from occurring.


For any problems that do arise, you must describe the ways in which they were minimized or why these problems do not impact in any meaningful way your interpretation of the findings. In the social and behavioral sciences, it is important to always provide sufficient information to allow other researchers to adopt or replicate your methodology.

This information is particularly important when a new method has been developed or an innovative use of an existing method is utilized.

Writing the Empirical Journal Article. University of Washington; Denscombe, Martyn. The Good Research Guide: Writing a Successful Thesis or Dissertation: Structure and Writing Style I. Groups of Research Methods There are two main groups of research methods in the social sciences: The empirical-analytical group approaches the study of social sciences in a similar manner that researchers study the natural sciences.15 Methods of Data Analysis in Qualitative Research Compiled by Donald Ratcliff 1.

Typology - a classification system, taken from patterns, themes, or other kinds of. Data Analysis is the process of systematically applying statistical and/or logical techniques to describe and illustrate, condense and recap, and evaluate data.

According to Shamoo and Resnik () various analytic procedures “provide a way of drawing inductive inferences from data and distinguishing the signal (the phenomenon of interest. In more details, in this part the author outlines the research strategy, the research method, the research approach, the methods of data collection, the selection of the sample, the research.

Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.

Data analysis has multiple facets and approaches, encompassing diverse techniques under a variety of names, while being used in different business, science, and social science domains.

(vi) Research involves gathering new data from primary or first-hand sources or using existing data for a new purpose. (vii) Research is characterized by carefully designed procedures that. In your research proposal, you will also discuss how you will conduct an analysis of your data.

By the time you get to the analysis of your data, most of the really difficult work has been done.

Research methodology data analysis
Qualitative Research Methods & Methodology