Question

Productivity is concern. For each employee, there is data on productivity as well as other factors. Find out how much these factors explain about the variation in productivity from one employee to another. Identify the Y variable, the X variables, and the appropriate statistic or test.

Answer 1

Dear student, please comment in the case of any doubt and I would love to clarify it.

Employee productivity depends upon many factors such as training, development, and satisfaction.

Here Y variable will be productivity.

X variables will be Training(Yes = 1, No = 0), Development(Yes = 1, No = 0) and Satisfaction(how satisfied the employee is).

The satisfaction can be measured using a satisfaction index out of 10(10 being the most satisfied and 0 being the least satisfied).

Productivity = Total output / Total input

This way, you can calculate the productivity of the company as well as of an individual.