How do you select an appropriate scaling technique for a research study? Explain the issues involved in it.

Selecting an appropriate scaling technique is a crucial aspect of designing a research study, especially in the field of business research. Scaling involves the process of assigning numerical values or categories to various entities under study, such as variables, objects, or events. The choice of a scaling technique depends on the nature of the research question, the characteristics of the variables, and the objectives of the study. In this context, it is essential to understand the issues involved in selecting a scaling technique for a research study.

1. Nature of Variables:
   - Continuous Variables: If the variables under study are continuous and can take any value within a range, researchers often use interval or ratio scales. These scales allow for precise measurement and statistical analysis.
   - Categorical Variables: For variables that represent categories or groups, nominal or ordinal scales ___ _____ ____ _________ _______ _____ _________.
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