Question
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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