the connection between level of measurement and determining

the connection between level of measurement and determining statistical analysis in quantitative research

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Level of Measurement

In statistics, we learn various statistical methods to deal with a numeric data. It studies about the numbers that are assigned with variables. In order to conduct a statistical analysis, we need to measure the dependent variable on the basis of the independent variable. The measurement of variables depends upon the type of the variables used in the analysis. The different types of variables are measured in the different manner.

The methods for measurements are different in many ways. Variables can be categorized in predetermined classes. For each class, a different method of measurement is required. These methods of measurement are known as scales of measure or levels of measurement. The \"levels of measurement\" are expressions that typically refer to the theory of scale. Levels of data measurement play a very important role in statistics since it helps in determining the arithmetic and the statistical operations that are carried out on the data. There are mainly four levels of measurement of data. They are: