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In: Math

There are 3 SPSS outputs in this homework assignment. The questions for each output are listed...

There are 3 SPSS outputs in this homework assignment. The questions for each output are listed below. Please type your answers into this word document and submit it as an attachment in the assignment tab.

Q1. Researchers were interested in determining whether background music helped or hindered students’ performance on a math test. Students were randomly assigned to 1 of 3 groups: 1) no music; 2) music only; and 3) music with lyrics. Students were then given a math exam, scores which could range from 0 to 100.

  1. State the null and alternate hypotheses.
  2. What is the total sample size
  3. Identify the independent and dependent variables
  4. What is the test statistic value
  5. What is the p value
  6. What is your conclusion (assume α = .05). Phrase your conclusion based on your hypotheses.
  7. Do we need a post hoc analysis Why or why not

N

Mean

Std. Deviation

Std. Error

95% Confidence Interval for Mean

Lower Bound

Upper Bound

No music

250

77.59

13.055

.826

75.96

79.21

Music only

250

78.10

13.357

.845

76.44

79.77

Music and lyrics

250

78.97

13.263

.839

77.32

80.62

Total

750

78.22

13.221

.483

77.27

79.17

ANOVA

minutes

Sum of Squares

df

Mean Square

F

Sig.

Between Groups

244.595

2

122.297

.699

.497

Within Groups

130668.664

747

174.925

Total

130913.259

749

Solutions

Expert Solution

(a)

H0: Null Hypothesis: (Background music has no effect on students’ performance on a math test)

HA: Alternative Hypothesis: (At least one mean is different from the other 2 means) ( Background music helped or hindered students’ performance on a math test)

(b)

the total sample size = 750

(c)

Independent variable: Background music

Dependent variable: students’ performance on a math test

(d)

test statistic value = F = 0.699

(e)

F statistic = 0.699

Degrees of Freedom = 2, 747

By Technology, p - value = 0.4974

(f)

Since p - value = 0.4974 is greater than = 0.05, the difference is not significant. Fail to reject null hypothesis.

Conclusion:
The data do not support the claim that background music helped or hindered students’ performance on a math test.

(g)

We do not need a post hoc analysis because the conclusion of ANOVA is that there is no significant difference between the 3 means.


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