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CHAPTER
8 MEASUREMENT OF
VARIABLES: OPERATIONAL
DEFINITION AND SCALES
TOPICS DISCUSSED
MEASUREMENT OF VARIABLES
OPERATIONAL DEFINITION
• Dimensions and Elements of Concepts
• What an Operational Definition Is Not
THE FOUR TYPES OF SCALES
• Nominal
• Ordinal
• Interval
• Ratio
INTERNATIONAL DIMENSIONS OF OPERATIONAL DEFINITION
AND SCALING
CHAPTER OBJECTIVES
1. After completing Chapter 8, you should be able to operationally define
(or operationalize) concepts.
2. You should know the characteristics and power of the four types of scales—
nominal, ordinal, interval, and ratio.
Measurement of the variables in the theoretical framework is an integral part of
research and an important aspect of research design (see shaded portion in fig-
ure on next page). Unless the variables are measured in some way, we will not
be able to test our hypotheses and find answers to complex research issues. In
this chapter, we will discuss how variables lend themselves to measurement.
HOW VARIABLES ARE MEASURED
Objects that can be physically measured by some calibrated instruments pose no
measurement problems. For example, the length and width of a rectangular
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