Assuming That a Regression Has Been Conducted for a Group

question 123

Multiple Choice

Assuming that a regression has been conducted for a group of small companies where x = the number of employees at the company,y = annual revenue of the company (recorded in thousands of dollars) ,and the largest company included in the study had 82 employees.The resulting regression equation is = 59.2 + 83.4x.Which of the following is true?

• A)For each additional employee,revenue on average will increase by $83.4.
• B)A company with 2100 employees could be predicted to have average revenue of about $175 million.
• C)For each additional employee,revenue on average will increase by $59.2 thousand.
• D)This model should not be used to make predictions for companies with more than 82 employees.

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Definitions:

Theory of Planned Behavior

A psychological theory that predicts an individual's intention to engage in a behavior at a specific time and place, considering attitudes, norms, and perceived control.

Academic Self-concept

An individual's perception of their own academic abilities or skills.

Academic Self-efficacy

An individual's belief in their own ability to succeed in academic tasks.

Academic Disidentification

A psychological process where students detach their sense of self-worth from their academic performance.