The Contingency Table Below Represents Employees of a Communications Company

question 56

Essay

The contingency table below represents employees of a communications company classified by age and field of expertise. Fill in the missing entries.
​ $$\begin{array} { | l | c | c | c | c | } \hline & \text { Under } \mathbf { 3 5 } & \mathbf { 3 5 } - \mathbf { 4 4 } & \mathbf { 4 5 } + & \text { Total } \\\hline \text { Engineering } & 7,635 & 7,875 & 6,429 & \mathbf { 2 1 , 9 3 9 } \\\hline \text { Business } & 13,195 & & & \mathbf { 3 8 , 8 1 4 } \\\hline \text { Education } & 4,802 & 5,143 & & \\\hline \text { Liberal Arts } & 10,377 & 10,440 & 11,010 & 31,827 \\\hline { \text { Total } } & \mathbf { 3 6 , 0 0 9 } & & \mathbf { 3 7 , 3 1 3 } & \mathbf { 1 1 0 , 4 0 5 } \\\hline\end{array}$$ ​

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Definitions:

Assertiveness

The quality of being self-assured and confident without being aggressive, in order to honestly express one's opinions and needs.

Narcissists

Individuals with an excessive interest in or admiration of themselves, often characterized by a lack of empathy for others.

Leadership Positions

Roles within an organization or group that have authority and responsibility to guide, direct, and influence the work of others.

Project Failures

Instances where projects do not meet their intended objectives, often due to poor planning, execution, or management.