Scaled-response questions are best suited for unobservable constructs.

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Scaled-response questions, also known as Likert scale questions, are commonly used to measure unobservable constructs such as attitudes, perceptions, and beliefs. These questions provide respondents with a range of options, typically from strongly agree to strongly disagree or from very satisfied to very dissatisfied, allowing them to express their level of agreement or disagreement with a statement. Scaled-response questions are a popular choice in social science research because they provide a way to quantify subjective experiences and psychological states that cannot be directly observed.

Scaled-Response Questions Are Best Suited for Unobservable Constructs