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Consider the Following to Answer the Question(s) Below

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Consider the following to answer the question(s) below:
A sample of 30 companies was randomly selected for a study investigating what factors affect the size of company bonuses. Data were collected on the number of employees at the company and whether or not the employees were unionized (1 = yes, 0 = no) . The following multiple regression model was fit to the data. Consider the following to answer the question(s)  below: A sample of 30 companies was randomly selected for a study investigating what factors affect the size of company bonuses. Data were collected on the number of employees at the company and whether or not the employees were unionized (1 = yes, 0 = no) . The following multiple regression model was fit to the data.   -The correct interpretation of the regression coefficient of Union is A)  that the annual average bonus is $605.80 less for unionized companies compared to non-unionized companies of the same size (same number of employees) . B)  that the annual average bonus is $605.80 more for unionized companies compared to non-unionized companies of the same size (same number of employees) . C)  that the annual average bonus is $1259.50 less for unionized companies compared to non-unionized companies of the same size (same number of employees) . D)  that the annual average bonus is $1259.50 more for unionized companies compared to non-unionized companies of the same size (same number of employees) . E)  that the annual average bonus is $208 more for unionized companies compared to non-unionized companies of the same size (same number of employees) .
-The correct interpretation of the regression coefficient of Union is

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Definitions:

Managers

Individuals responsible for controlling or overseeing part or all of an organization, typically involved in planning, decision-making, organizing, leading, and managing resources.

Neuroticism

A personality trait characterized by emotional instability, anxiety, moodiness, worry, and jealousy.

Conscientiousness

A personality trait characterized by high levels of thoughtfulness, good impulse control, and goal-directed behaviors.

Big Five Personality

A model that describes personality based on five broad dimensions: openness, conscientiousness, extraversion, agreeableness, and neuroticism.

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