Question

In: Nursing

You conducted research on annual salary for randomly-selected college graduates five years after their graduation dates....

You conducted research on annual salary for randomly-selected college graduates five years after their graduation dates. There were three groups of graduates:

  • Nursing College Degree (1)
  • Math College Degree (2)
  • Biology College Degree (3)

   type   salary (in thousands per year)
1.00   22.00
1.00   15.00
1.00   28.00
1.00   64.00
1.00   35.00
1.00   31.00
1.00   20.00
1.00   46.00
1.00   21.00
1.00   13.00
1.00   11.00
1.00   12.00
1.00   30.00
1.00   27.00
1.00   29.00
1.00   23.00
1.00   21.00
1.00   20.00
1.00   25.00
1.00   23.00
2.00   29.00
2.00   60.00
2.00   50.00
2.00   75.00
2.00   84.00
2.00   31.00
2.00   32.00
2.00   40.00
2.00   45.00
2.00   23.00
2.00   61.00
2.00   55.00
2.00   26.00
2.00   28.00
2.00   39.00
2.00   44.00
2.00   42.00
2.00   51.00
2.00   41.00
2.00   58.00
3.00   50.00
3.00   52.00
3.00   31.00
3.00   90.00
3.00   99.00
3.00   82.00
3.00   71.00
3.00   40.00
3.00   31.00
3.00   28.00
3.00   46.00
3.00   49.00
3.00   52.00
3.00   19.00
3.00   45.00
3.00   54.00
3.00   38.00
3.00   38.00
3.00   59.00
3.00   27.00

  1. Provide the mean annual salary of each group and the standard deviations. Which group had the highest annual salary? What about the lowest?
  2. Provide the degrees of freedom between, within and total.
  3. Was the assumption for equal variances met? Explain why or why not
  4. ***********Be sure to include the appropriate SPSS outputs for this project for the questions.***********

Solutions

Expert Solution

1 st group standard Deviation, σ: 11.93147099062

Count, N: 20
Sum, Σx: 516
Mean, μ: 25.8
Variance, σ2: 142.36

Steps

σ2 =
Σ(xi - μ)2
N
=
(22 - 25.8)2 + ... + (23 - 25.8)2
20
=
2847.2
20
= 142.36
σ = √142.36
= 11.93147099062

2 Nd group

Standard Deviation, σ: 15.912573644763

Count, N: 20
Sum, Σx: 914
Mean, μ: 45.7
Variance, σ2: 253.21

Steps

σ2 =
Σ(xi - μ)2
N
=
(29 - 45.7)2 + ... + (58 - 45.7)2
20
=
5064.2
20
= 253.21
σ = √253.21
= 15.912573644763

3.

Group 3

Standard Deviation, σ: 20.852997386467

Count, N: 20
Sum, Σx: 1001
Mean, μ: 50.05
Variance, σ2: 434.8475

Steps

σ2 =
Σ(xi - μ)2
N
=
(50 - 50.05)2 + ... + (27 - 50.05)2
20
=
8696.95
20
= 434.8475
σ = √434.8475
= 20.852997386467

Group 3 Biology college salary is highest

Group 1 nursing college salary is lowest


Related Solutions

Scenario: You conducted research on annual salary for randomly-selected college graduates five years after their graduation...
Scenario: You conducted research on annual salary for randomly-selected college graduates five years after their graduation dates. There were three groups of graduates: Nursing College Degree Math College Degree Biology College Degree The following hypothesis guided your research: There is no statistically significant difference in the annual salaries of the three degree types Question: Explain why ANOVA is the appropriate statistical test to use for this research project.
Scenario: You conducted research on annual salary for randomly-selected college graduates five years after their graduation...
Scenario: You conducted research on annual salary for randomly-selected college graduates five years after their graduation dates. There were three groups of graduates: Nursing College Degree (1) Math College Degree (2) Biology College Degree (3) The following hypothesis guided your research: There is no statistically significant difference in the annual salaries of the three degree types type   salary (in thousands) 1.00   22.00 1.00   15.00 1.00   28.00 1.00   64.00 1.00   35.00 1.00   31.00 1.00   20.00 1.00   46.00 1.00   21.00 1.00   13.00...
The mean salary is $60,000. What are the chances of you asking 36 randomly selected graduates...
The mean salary is $60,000. What are the chances of you asking 36 randomly selected graduates what their starting wages were and getting a sample mean of $57,000 or less. Assume the standard deviation was $10, 942
The annual salary of fresh college graduates is thought to be normally distributed with a mean...
The annual salary of fresh college graduates is thought to be normally distributed with a mean of $45,000 and standard deviation of $8000. Do the following. (a) What is the z −score of the salary of $55,000? (10 points) (b) If you randomly select such a graduate, what is the probability that he/she will be earning a salary of $55,000 or less? (Use z −score and Excel function to calculate this) (10 points) (c) If you randomly select such a...
9) According to a census that was conducted five years ago, the mean annual household salary...
9) According to a census that was conducted five years ago, the mean annual household salary in the city of Townsburg was $40,084. The mayor of Townsburg believes that there has been an economic upturn in the city since then. He appoints a team to test for evidence that the mean annual household salary in Townsburg has increased. The teams surveys a sample of 41 households. The sample has a mean annual salary of $40,862 with a standard deviation of...
A survey reported that the mean starting salary for college graduates after a three-year program was...
A survey reported that the mean starting salary for college graduates after a three-year program was $35,710.Assume that the distribution of starting salaries follows the normal distribution with a standard deviation of $3320. What percentage of the graduates have starting salaries: (Round z-score computation to 2 decimal places and the final answers to 4 decimal places.) a. Between $31,800 and $39,200? Probability b. More than $43,600? Probability c. Between $39,200 and $43,600? Probability
A particular college has a 30% graduation rate. If 212 students are randomly selected, answer the...
A particular college has a 30% graduation rate. If 212 students are randomly selected, answer the following. a) Which is the correct wording for the random variable? Select an answer b) Pick the correct symbol: ? = 212 c) Pick the correct symbol: ? = 0.3 d) What is the probability that exactly 65 of them graduate with a degree? Round final answer to 4 decimal places. e) What is the probability that less than 65 of them graduate with...
Today, you earn a salary of $75,500. What was your annual salary be five years ago...
Today, you earn a salary of $75,500. What was your annual salary be five years ago if you receive annual raises of 3.6%? Select one: a. $62,230 b. $62,844 c. $58,213 d. $63,263 e. $63,441
A survey of 36 randomly selected students who dropped a course was conducted at a college....
A survey of 36 randomly selected students who dropped a course was conducted at a college. The following results were collected. Complete parts​ (a) through​ (c). a) Construct a contingency table for the two variables. CourseCourse PersonalPersonal WorkWork Male FemaleFemale ​(b) Test whether gender is independent of drop reason at the alphaαequals=0.1 level of significance. What are the​ hypotheses? A. Upper H 0H0​: pSubscript Upper CCequals=pSubscript Upper PPequals=pSubscript Upper WW Upper H 1H1​: At least one of the proportions is...
The average salary for American college graduates is $48,000. You suspect that the average is different...
The average salary for American college graduates is $48,000. You suspect that the average is different for graduates from your college. The 50 randomly selected graduates from your college had an average salary of $53,352 and a standard deviation of $14,890. What can be concluded at the αα = 0.05 level of significance? For this study, we should use Select an answer z-test for a population proportion t-test for a population mean The null and alternative hypotheses would be: H0:H0:  ?...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT