Question

In: Statistics and Probability

The following table describes the relationship between university faculty roles, coping ability and perceived control. Correlations...

The following table describes the relationship between university faculty roles, coping ability and perceived control.

Correlations

Perceived Control

Coping Ability

Stress from Teaching

Stress from Research

Stress from Student Advising

Perceived Control

Pearson Correlation

1

.217

.411

-.150

.063

Sig. (2-tailed)

.000

.000

.001

.176

N

467

467

467

467

467

Coping Ability

Pearson Correlation

.217

1

.643

-.254

.381

Sig. (2-tailed)

.000

.000

.000

.000

N

467

467

467

467

467

Stress from Teaching

Pearson Correlation

.411

.643

1

-.183

.488

Sig. (2-tailed)

.000

.000

.000

.000

N

467

467

467

467

467

Stress from Research

Pearson Correlation

-.150

-.254

-.183

1

-.115

Sig. (2-tailed)

.001

.000

.000

.013

N

467

467

467

467

467

Stress from Student Advising

Pearson Correlation

.063

.381

.488

-.115

1

Sig. (2-tailed)

.176

.000

.000

.013

N

467

467

467

467

467

  1. Which 2 variables have the lowest correlation? What is the p value? What do you conclude about the relationship?
  2. Which 2 variables have the highest correlation? What is the p value? What do you conclude about the relationship?
  3. Interpret the relationship between coping ability and stress from research.

Solutions

Expert Solution

Which 2 variables have the lowest correlation? What is the p value? What do you conclude about the relationship?

coping ability and stress from research

r=-.254

p=0.000

p<0.05

Relationship between coping ability and stress from research statistically significant

Which 2 variables have the highest correlation? What is the p value? What do you conclude about the relationship?

coping ability and stress from teaching

r=0.643

p=0.000

p<0.05

Relationship between coping ability and stress from teaching are statistically significant

Interpret the relationship between coping ability and stress from research.

coping ability and stress from research

r=-.254

There is a negative relationship between coping ability and stress from research.

means as stress from research increases,coping ability decreases.

and as stress from research decreases,coping ability increases.

Relationship is statistically significant at 5% level of significance

orchestra answered 3 years ago
Next > < Previous

Related Solutions

A university would like to examine the relationship between a faculty​ member's performance rating​ (measured on...
A university would like to examine the relationship between a faculty​ member's performance rating​ (measured on a scale of​ 1-20) and his or her annual salary increase. The table to the right shows these data for eight randomly selected faculty members. Construct a 90​% confidence interval for the regression slope. minus Rating minus Increase Rating minus Increase 17 ​$2300 15 ​$2100 18 ​$2500 15 ​$2600 12 ​$1700 16 ​$2100 12 ​$1700 15 ​$1900 Construct a 90​% confidence interval for the...
A university would like to examine the linear relationship between a faculty​ member's performance rating​ (measured...
A university would like to examine the linear relationship between a faculty​ member's performance rating​ (measured on a scale of​ 1-20) and his or her annual salary increase. The table to the right shows these data for eight randomly selected faculty members. Complete parts a and b Rating   Increase 17   2300 18   2600 12   1900 14   1700 15   1900 15   2700 17   1900 15   1900 find t statistic= find p-value= conclusion
A university would like to examine the linear relationship between a faculty​ member's performance rating​ (measured...
A university would like to examine the linear relationship between a faculty​ member's performance rating​ (measured on a scale of​ 1-20) and his or her annual salary increase. The table to the right shows these data for eight randomly selected faculty members. Complete parts a and b. Rating Increase Rating Increase 16 $2400 15 ​ $1900 18 ​ $2500 15 ​$2600 12 ​ $1800 17 ​ $2000 13 ​$1700 16 ​$1900 a. Construct a scatter plot for these data using...
A university would like to examine the linear relationship between a faculty​ member's performance rating​ (measured...
A university would like to examine the linear relationship between a faculty​ member's performance rating​ (measured on a scale of​ 1-20) and his or her annual salary increase. The table to the right shows these data for eight randomly selected faculty members. Complete parts a and b. Rating Increase 16 2300 18 2400 12 1800 12 1600 16 2000 14 2700 18 1900 17 1800
The following table is a summary of randomly chosen student evaluations of faculty at a university over a three-year period.
QUESTION 14 Questions 14 through 18 refer to the following: The following table is a summary of randomly chosen student evaluations of faculty at a university over a three-year period. The researcher is interested in whether the distribution of evaluations differs by faculty rank. Rank Evaluation Assistant Professor Associate Professor Professor Total Above Average 42 39 36 117 Below Average 38 31 54 123 Total 80 70 90 240 If faculty rank and evaluation are independent, how many assistant professors...
Each of the following describes the outcome of a hypothetical bivariate correlations study. With both the...
Each of the following describes the outcome of a hypothetical bivariate correlations study. With both the directionality problem and the third variable problem in mind, describe at least two ways of interpreting each. 1. There is a positive correlation between the level of dominance shown by mothers and the level of shyness sown by children. 2. There is a negative correlation between depression and aerobic fitness level. 3. There is a positive correlation between the number of books found in...
The following table describes a set of participants and their choice between a SUV and a...
The following table describes a set of participants and their choice between a SUV and a sports car. Use this data for the following questions. Assume one participant is randomly chosen for each one SUV sports car totals male 21 39 60 female 135 45 180 totals 156 84 240 a. What is the probability that the chosen participant is female? b. What is the probability that the chosen participant prefers a sports car? c. Whatistheprobabilitythatthechosenparticipantisamaleand prefers a SUV? d....
Which of the following best describes the relationship between imports and exports? Import spending is ___________...
Which of the following best describes the relationship between imports and exports? Import spending is ___________ GDP and export spending is __________ GDP. A) subtracted from; subtracted from B) added to; subtracted from C) subtracted from; added to D) added to; added to
Which of the following correctly describes the relationship between the stolon and hyphae in fungi? (2...
Which of the following correctly describes the relationship between the stolon and hyphae in fungi? (2 points) * Hyphae are provided structural support by the stolon. * Hyphae can grow to form a stolon above ground. * Hyphae produce spores, and the stolon distributes them. * Hyphae store the spores that are produced by the stolon.
Why cant correlations be used as a tool to prove a causal relationship between variables, rather...
Why cant correlations be used as a tool to prove a causal relationship between variables, rather than just an association?
ADVERTISEMENT
Subjects
ADVERTISEMENT
Latest Questions
ADVERTISEMENT