Correlation

Part 1-PLEASE PICK ONLY ONE!!!!

Due Thursday 

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Respond to the following in a minimum of 175 words:

A ·      How is correlation different from causation? Why do you think many people assume that correlation means causation? Provide a practical example that demonstrates that correlation does not mean causation.

B ·      When and why would you use multiple regression to examine a relationship? How is it like correlation? How is it different from correlation?

PART2-SEE ATTACHMENT BELOW 

Perform one correlation between two independent variables, such as Age and Relationship with Coworkers.

Perform the second correlation on an independent variable (such as Relationship with Direct Supervisor) and the dependent variable (such as Workplace Happiness Rating).

Calculate the Pearson product-moment correlations between at least two sets of variables in your data set.

Write a 125- to 175-word summary of your interpretation of the correlation results. Remember that most people never see the actual output or data, and rely on the results statements by the researcher. Ensure that your summary is accurate. Copy and paste your Microsoft® Excel® output below the summary.

Format your summary according to APA format.

PART3- THIS IS A GROUP ASSIGNMENT THAT WILL BE POSTED TUESDAY. I ONLY HAVE A SMALL PORTION THAT I HAVE TO COMPLETE

D

ata

Gender

A

ge

Supervisor

Telecommute

C

oworkers

Happiness Engagement Overall Rating

1

2

9

1 1 2

7 8

1

5

2

3

2

4

1 3 9

10 19

1

39

1 1 1 4 5 8
1

25

2 1 2 5 8

13

1

27

1 1 1 5 4 9
2

33

3 1 2 7 8

15

2 3

6

3 1 2 8 7 15
1

28

3 1 3 9 8

17 1

34

3 2 3 8 8

16

2

32

2 1 2 6 8

14 2

31

1 1 1 7 5

12 2

38

1 1 1 6 8 14
2 27 3 1 2 7 9 16

2

29

4 1 2 8 9 17

1

26

4 1 2 8 8 16
1 39 4 1 3 9 8 17
1

40

1 1 1 6 8 14
2

37

2 1 1 7 9 16
2 37 3 1 2 9 7 16
1 29 3 2 2 7 8 15
1 29 3 1 2 9 7 16
1

30

2 1 1 6 7 13

2

36

3 1 3 9 9

18 1 30 3 1 2 7 7 14
2 30 2 1 2 8 7 15
2

35

4 1 2 8 8 16
1 27 3 2 3 9 9 18
2 31 2 1 3 8 8 16
2 38 1 1 2 6 8 14
2 38 3 1 2 8 8 16
1 34 2 1 1 5 6

11 2 28 3 1 2 9 9 18
1 29 2 2 2 7 8 15
1 32 4 2 2 8 8 16
1 35 2 2 3 9 9 18
1 35 3 1 2 7 7 14
2 37 2 1 2 8 9 17
2 29 3 1 2 8 8 16
1 40 4 1 2 9 8 17
2 27 4 1 1 8 7 15
1 27 2 1 1 4 6 10
1 34 1 1 2 8 7 15
2 34 1 2 1 7 5 12
2 25 2 2 2 9 8 17
2 25 1 1 1 5 6 11
2 29 2 1 2 8 8 16
1 30 3 1 2 9 9 18
1 30 3 1 2 7 8 15
2 35 2 2 1 6 6 12
2 34 4 1 3 9 9 18

Information

Variable Description of Values Gender

1= Male, 2=Female Age Chronological Age (in years) Relationship With Direct Supervisor 1 = negative relationship, 2 = neutral relationship, 3 = positive relationship, 4 = great relationship Telecommute Schedule 1= no ability to telecommute, 2 = able to telecommute at least 2 days per week Relationship With

Coworkers 1 = negative relationship, 2 = no relationship, 3 = positive relationship Workplace Happiness Rating Scale 0-10, 0 = no happiness, 10 = completely happy Workplace Engagement Rating Scale 0-10, 1 = no engagement, 10 = highly engaged Overall Combined Rating Scale 0-20, 0 = not happy and not engaged, 20 = completely happy and highly engaged

1
2
3
4
5
6
7
8
9
A

B

C
D
Gender
Age
Supervisor
Telecommute
1
29
1
1
2
32
4
1
1
39
1
1
1
25
2
1
1
27
1
1
2
33
3
1
2
36
3
1
1
28
3
1

Title

ABC/

1

23 Version X

1

Correlation Worksheet

PSYCH/625 Version 5

1

University of Phoenix Material

Correlation Worksheet

Complete the questions below in at least 90 words each. Be specific and provide examples when relevant.

Cite any sources according to APA guidelines.

Question

Answer

Draw a scatterplot of each of the following:

· A strong positive correlation

· A strong negative correlation

· A weak positive correlation

· A weak negative correlation

Give a realistic example of each.

Shonda

What is the meaning of the p value of a correlation coefficient?

Why is it important to know the amount of shared variance when interpreting both the significance and the meaningfulness of a correlation coefficient?

Bonita

If a researcher wanted to predict how well a student might do in college, what variables do you think he or she might examine? What statistical procedure would he or she use?

Donette

What does the saying “correlation does not imply causation” mean?

The phrase “correlation does not imply causation” means that there is no relationship between variables based on association or correlation. In other words, variables can have a correlation but they can also have nothing to do with each other. An example would be the homeless population and crime rate. Both might be high in an area, so they are correlated, but that doesn’t mean they affect each other.

How does determining a best-fitting line help us to predict from one variable to another?

Felicia

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