what is Scaling and Types of Scaling

Scale
A scale is a tool or mechanism by which individuals are distinguished as to how they differ from one another on the variables of interest to our study.

The four scales that can be applied to the measurement of variables are the nominal, ordinal, interval, and ratio scales.

1.      A nominal scale is one that allows the researcher to assign subjects to certain categories or groups. The nominal scale highlights the differences by classifying objects or persons into groups, and provides the least amount of information on the variable.
Example: What is your department?
A.                 Production
B.                  Sales
C.                  Marketing
D.                 Admin
                                   
2.      An ordinal scale not only categorizes the variables in such a way as to denote differences among the various categories, it also rank-orders the categories in some meaningful way. The ordinal scale provides some additional information by rank-ordering the categories of the nominal scale.
            Apps                                 Ranking
            What’s up                                -
            Face book                                -
            Viber                                       -
            LinkedIn                                 -

3.      An interval scale allows us to perform certain arithmetical operations on the data collected from the respondents. The interval scale not only ranks, but also provides us with information on the magnitude of the differences in the variable.
Example:              Strongly disagree   Disagree     Nothing else     Agree     Strongly Agree
Pakistan will               -                              -                      -                   -                     -
win the match.                       

4.      The ratio scale not only measures the magnitude of the differences between points on the scale but also taps the proportions in the differences. The ratio scale indicates not only the magnitude of the differences but also their proportion.
Example:
            Boys – 20 and Girls – 30
Then the ratio will be 1: 1.5

Google Map is the common example of Ratio Scale.

Comments