Question

In: Statistics and Probability

Two-Way Within-Subjects ANOVA A hypothetical study investigated whether the tempo and scale of music can differentially...

  1. Two-Way Within-Subjects ANOVA

A hypothetical study investigated whether the tempo and scale of music can differentially enhance mood. Participants wore sound-canceling headphones through which four different types of music were played to each participant: music with a slow tempo-minor scale, fast tempo-minor scale, slow tempo-major scale, and fat tempo-major scale. After listening to each type of music, participants rated their change in mood on a scale from -3 (more negative mood) to +3 (more positive mood), with 0 representing no change in mood. The order in which music types were played was counterbalanced. The table below lists the data for this hypothetical within-subjects study. Test whether music tempo and scale influenced mood change at a .05 level of significance.

Tempo

Slow

Fast

Scale

Minor

1

2

2

1

-3

1

0

0

2

-2

0

0

-1

2

0

1

Major

0

2

1

3

1

3

2

2

-3

3

0

3

2

1

-1

3

Based on the output given in SPSS, Complete the following F table:

Sources of Variation

SS

df

MS

F statistic

Sig. (p value)

Scale

Error (Scale)

Tempo

Error (Tempo)

Scale * Tempo

Error (Scale * Tempo)

Based on the value of the test statistics, what is the decision for the for each factor in the two-way within-subjects ANOVA (highlight one)

Scale: Not Significant Significant

Tempo: Not Significant Significant

Scale * Tempo Not Significant Significant

Write the statistics in APA format

Scale: ________________________

Tempo: ________________________

Scale * Tempo: ________________________

Solutions

Expert Solution

The SPSS output is:

Sources of Variation SS df MS F statistic Sig. (p value)
Scale 8 1 8 4.129 0.052
Tempo 15.125 1 15.125 7.806 0.009
Scale * Tempo 6.125 1 6.125 3.161 0.086
Error 54.25 28 1.938

Scale: Not Significant

Tempo: Significant

Scale * Tempo Not Significant

There is no significant main effect of Scale. (F (1, 28) = 4.129, p = 0.052 > 0.05)

There is a significant main effect of Tempo. (F (1, 28) = 7.806, p = 0.009 > 0.05)

There is no significant interaction effect. (F (1, 28) = 3.161, p = 0.086 > 0.05)


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