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Data Analysis: A. Is there a significant relationship between insomnia and job performance of the respondents? Show the solution or formula on how you solve

Data Analysis:

A. Is there a significant relationship between insomnia and job performance of the respondents? Show the solution or formula on how you solve the problem.

B. Is there a significant difference in the level of sleep quality when they grouped according to sex?Show the solution or formula on how you solve the problem.

C. Is there a significant difference in the level of job performance when they grouped according to sex?Show the solution or formula on how you solve the problem.

Clearly Interpret the result of statistical Analysis and show how you solve each question:

Provide a general interpretation for the computed statistical analysis:

Sex Sleep Quality Job performance Sex Sleep Quality Job performance
1 Female 24 60 16 Female 19 70
2 Female 24 80 17 Female 21 80
3 Female 7 61 18 Female 18 80
4 Female 9 61 19 Male 18 80
5 Female 24 61 20 Male 15 74
6 Female 27 61 21 Male 20 75
7 Female 22 60 22 Male 13 79
8 Female 16 60 23 Male 6 78
9 Female 23 72 24 Male 15 78
10 Female 19 71 25 Male 19 80
11 Female 22 80 26 Male 7 80
12 Female 28 70 27 Male 15 61
13 Female 28 60 28 Male 10 80
14 Female 21 79 29 Male 18 61
15 Female 19 78 30 Male 23 78

Sleep Quality Scoring Guide

0 - 7 - "no clinically significant insomnia,"

8 - 14 - "sub threshold insomnia,"

15 - 21 - "clinical insomnia (moderate severity),"

22 - 28 - "clinical insomnia (severe),"

Job Performance Scoring Guide

0 - 20 - Fail

21 - 40- Not Good

41 - 60- Meet the expectation

61 - 80- Exceed the expectation

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