Describe the scales of measurement in educational research. Explain how these scales of measurement decide the statistical measures to be applied for analysis of quantitative data.

In educational research, the scales of measurement play a crucial role in determining the statistical measures that can be applied for the analysis of quantitative data. There are four main scales of measurement: nominal, ordinal, interval, and ratio. Each scale provides different levels of information and dictates which statistical analyses are appropriate for the data collected.

1. Nominal Scale: The nominal scale is the most basic level of measurement and involves categorizing data into distinct categories without any inherent order or ranking. Examples in educational ________ _______ _____ _________ ______ ________ ______ _________ ____ __________.
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