3. Research Problem Job satisfaction as a function of work schedule was investigated in two different factories. In the first factory the employees are on a fxed shift system while in the second factory the workers have a rotating shift system. Under the fixed shift system, a worker ahways works the same shift, while under the rotating shift system, a worker rotates through the three shifts. Using the scores below determine if there is a significant difference in job satisfaction between the two groups of workers. Work Satisfaction Scores for Two Groups of Workers Rotating Shift 63 71 48 57 53 46 57 76 52 68 32 Fixed Shift 79 83 68 59 81 78 80 74 58 49 Carry out an appropriate statistical analysis using alpha-D0.001 a) What is the probability value for the null hypothesis being correct? b) What is the alternative hypothesis c) What is your conclusion with two reasons?
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
![3. . . | -
3. Research Problem: Job satisfaction as a function of work schedule was
investigated in two different factories. In the first factory the employees
are on a fixed shift system while in the second factory the workers have
a rotating shift system. Under the fixed shift system, a worker ahways
works the same shift, while under the rotating shift system, a worker
rotates through the three shifts. Using the scores beow determine if
there is a significant difference in job satisfaction between the two groups
of workers.
Work Satisfaction Scores for Two Groups of Workers
Rotating Shift
63
71
46
57
53
48
57
76
52
68
32
Fixed Shift
79
83
68
59
81
78
80
74
58
49
Carry out an appropriate statistical analysis using alpha=D0.001
a) What is the probability value for the null hypothesis being correct?
b) What is the alternative hypothesis
c) What is your conclusion with two ressons?
d) Which shift is better Rotating Shift
Fixed Shift and Why
e) On the two graphs below draw what you think the distribution of values
around the mean for Rotating Shift snd Fixed Shift would look like.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fb14fec86-63af-445e-bf47-e626a0a67825%2F39111893-c499-46e9-a7a6-ec7596e3122e%2Fz3kflql_processed.jpeg&w=3840&q=75)
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