A Multiple Regression Analysis Showed the Following ANOVA Table Result

question 125

Multiple Choice

A multiple regression analysis showed the following ANOVA table result. Based on the information in the ANOVA, what is the decision regarding the global null hypothesis?

• A) The p-value 0.001742 is quite small, so we reject the null hypothesis and conclude that there is a relationship between the dependent variable and at least one of the independent variables.
• B) The p-value 0.001742 is quite large, so we fail to reject the null hypothesis and conclude that there is a relationship between the dependent variable and the independent variables.
• C) The p-value, 0.001742 is larger than the F value, so we reject the null hypothesis and conclude that there is no relationship between the dependent variable and the independent variables.

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Definitions:

Leadership Grid®

A model used in organizational leadership to help managers assess their leadership styles based on concern for people and concern for production.

People-Oriented

A leadership style or organizational policy that prioritizes the well-being, development, and engagement of employees as a way to achieve better business outcomes.

Task-Oriented

Refers to a focus on completing specific tasks or achieving defined goals, typically emphasizing efficiency and productivity.

Behavioral Leadership Perspective

This perspective focuses on the observable behaviors of leaders and how those behaviors influence the performance and satisfaction of followers.