What statistical tool to use in these questions? Specifically, it aims to answer

Question

What statistical tool to use in these questions?

Specifically, it aims to answer the following questions: 1. What is the organizational culture of the store? 2. What is the degree of employee performance? 3. Is there a significant relationship between the status of the respondents and their performance? 4. What is the status of the respondents in terms of 4.1 Personal Profile 4.2 Professional Profile 5. Is there a significant difference in the performance when analysed according to organizational culture? hesis

Explanation / Answer

The tools for following questions:

1.To determine the status of organizational store, there is an online tool known as Select check (Exempt Organizations Select Check) which may help.

Another tool is MOPAN.

2.The degree of employee performance can be determined base on how evaluation is done. Like if employees are evaluated based on all contexts in organization, then it is 360 degree.

On the other hand, if feedback is collected only by direct colleagues and managers, it is 180 degree performance evaluation.

3.To determine the significance relationship between the status of respondents and their performance, you can use regression analysis. This is available in Excel, R. Decide your response variable and co variate. Here, it seems status is co variate and performance is response variable. X= status, Y = performance. Do regression analysis. Comment on the basis of p value. If p-value is < 0.05, indicates that there is significant relationship.

4.To determine the status of

Personal profile: You can order them on the basis of profile completed between 1 to 4.

Similarly for professional profile, order them from 1 to 3 or 1 to 4.

And then use these logical variables for personal profile and professional profile which will contain logical 1, 2, 3, 4.

5.To test the significance difference in performance when analyzed, one can use hypothesis testing of paired t test. This test is available in Excel, R.

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