Chapter 6: The Concept of Measurement & Attitude Scales Flashcards
The measurement process
- identify the concept of interest
- Develop a construct
- A constitutive defintion
- An operation definition
- A measurement scale
- Evaluate the reliability & validity of the scale
- Utlizes the scale
- Research findings
Measurement
The process of assigning numbers of labels to persons, objects, or events in accordance with specific rules for representing quantities of qualities of attributes
Rule
A guide, method, or command that tells a researchers what to do
Step 1: Identify the concept of interest
The measurement process begins with the identification of the concept of interest, an abstract idea generalized from particular facts
Step 2: Develop a construct
A specific type of concept that exists at a higher level of abstraction
Step 3: Define the concept constitutively
A statement of the meaning of the central idea of concept under study, establishing its boundaries; also known as theoretical or conceptual definition
Step 4: Define the concept operationally
A statement of precisely which observable characteristics will be measured and the process for assigning a value to the concept
Step 5: Develop a measurement scale
A set of symbols or numbers so constructed that they symbols or numbers can be assigned by a rule to the individuals (or their behaviours or attitudes) to whom is scale is applied
4 levels of measurement
- Nominal level
- Ordinal level
- Interval level
- Ratio level
Nominal scales
Scales that partition data into mutually exclusive and collectively exhaustive categories
Ordinal scales
Scales that maintain the labeling characteristic of nominal scales and have the ability to order data
Interval scales
Scales that have the characteristics of ordinal scales, plus equal intervals between points to show relative amounts, they may include an arbitrary zero point
Ratio scales
Scales that have the characteristics of interval scales, plus a meaningful zero point so that magnitudes can be compared arithmetically
Step 6: Evaluate the reliability & validity of the measurement scale
An ideal marketing research study would provide information that is accurate, precise, and lucid. Errors can be random or systemic (caused by human error)
Reliability
The degree to which measures free from random error and, therefore, provide consistent data