Compare and contrast the various attitude measurement techniques. When will you use each of them? Discuss briefly. 

Attitude measurement is a crucial aspect of research methodology, especially in the context of management decisions where understanding and predicting individuals' attitudes can be vital for effective decision-making. There are several attitude measurement techniques, each with its strengths and weaknesses. Let's compare and contrast some of the prominent ones: Likert scales, Thurstone scales, Semantic Differential scales, and the Guttman scale.

1. Likert Scales:
   - Description: Likert scales measure attitudes by asking individuals to indicate their level of agreement or disagreement with a series of statements.
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