Quantitative Data Analysis In Research Methodology

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Quantitative data analysis in research methodology. After the data is prepared for analysis researchers are open to using different research and data analysis methods to derive meaningful insights. For sure statistical techniques are the most favored to analyze numerical data. T his article considers the analysis of data in quantitative research. A qualitative research strategy is particularly applicable for the purposes of this research where the connection between several different variables had to be established through interpretation.

In quantitative data analysis you are expected to turn raw numbers into meaningful data through the application of rational and critical thinking. Deriving absolute meaning from such data is nearly impossible. The method is again classified into two groups. Quantitative data analysis may include the calculation of frequencies of variables and differences between variables.

On the negative side findings of correlation does not indicate causations i e. Firstly the question what is data processing and data entry in quantitative research is discussed. A quantitative approach is usually. This research makes use of a qualitative research strategy in the sense that there will be no numeric data or quantitative data was produced bell 2005.

Quantitative research is widely used in the natural and social sciences. Quantitative research question examples. Hence it is mostly used for exploratory research. It is important to relate the results to the objective of research and establish the statistical relevance of results.

10 quantitative data analysis approaches 174 babak t aheri catherine porter christian könig and nikolaos valan tasis k anellos 11 managing ethics in research projects 196. Quantitative research is the opposite of qualitative research which involves collecting and analyzing non numerical data e g. The third aspect of primary quantitative research design is data analysis. Moreover correlation analysis can study a wide range of variables and their interrelations.

Methods used for data analysis in quantitative research. Quantitative research methods emphasize objective measurements and the statistical mathematical or numerical analysis of data collected through polls questionnaires and surveys or by manipulating pre existing statistical data using computational techniques quantitative research focuses on gathering numerical data and generalizing it across groups of people or to explain a particular. Correlation analysis as a research method offers a range of advantages. After the collection of raw data there has to be an analysis of this data to derive statistical inferences from this research.

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