A College Conducted a Survey of Students Satisfaction with Three

question 53

Multiple Choice

A college conducted a survey of students satisfaction with three academic courses: mathematics, English, and science. The results are tabulated in the data matrix below. How many students gave a fair rating for these courses?

• A) 16
• B) 18
• C) 14
• D) 6
• E) 22

Acknowledge the significance of including both positively and negatively worded items in scale construction for balanced measurement.

Realize the importance of validation techniques such as item analysis, content analysis, and expert consultation.

Understand the role of validity (convergent, discriminant, empirical) in the context of scale development and the methods for establishing it.

Recognize the necessity of cross-cultural validation processes for scales intended for use in different cultural contexts.

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Definitions:

Interest-Rate Cost of Funds

The Interest-Rate Cost of Funds is the interest rate that financial institutions pay for the funds they use in their business, influencing the rates they charge on loans.

Optimal R&D

Refers to the most efficient level of spending on research and development activities, where the marginal benefit of R&D equals its marginal cost.

Interest-Rate Cost of Borrowing

The expense incurred by an individual or entity when borrowing money, calculated as a percentage of the total amount loaned.

R&D Expenditure

Financial investments made towards research and development activities aimed at innovation, improving products, and discovering new knowledge.