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1. Using the rotated component matrix, answer the following questions. a. How many factors (dimensions) did this analysis indicate for the concept of self-esteem? b.

1. Using the rotated component matrix, answer the following questions.

a. How many factors (dimensions) did this analysis indicate for the concept of self-esteem?

b. What items should be in each one of the two dimensions of self-esteem?

2. What is the most important thing you learned in this class this semester? Why?

Factor Analysis

Communalities

Initial

Extraction

Esteem1

1.000

.602

Esteem2

1.000

.692

Esteem3

1.000

.718

Esteem4

1.000

.644

Esteem5

1.000

.505

Esteem6

1.000

.710

Esteem7

1.000

.574

Esteem8

1.000

.687

Esteem9

1.000

.594

Esteem10

1.000

.587

Extraction Method: Principal Component Analysis.

Total Variance Explained

Component

Initial Eigenvalues

Extraction Sums of Squared Loadings

Total

% of Variance

Cumulative %

Total

% of Variance

Cumulative %

1

4.807

48.066

48.066

4.807

48.066

48.066

2

1.507

15.067

63.133

1.507

15.067

63.133

3

.760

7.605

70.737

4

.642

6.423

77.160

5

.514

5.136

82.296

6

.443

4.430

86.726

7

.380

3.798

90.524

8

.360

3.599

94.123

9

.318

3.178

97.301

10

.270

2.699

100.000

Extraction Method: Principal Component Analysis.

Component Matrixa

Component

1

2

Esteem1

.698

.338

Esteem2

.684

-.474

Esteem3

.589

.609

Esteem4

.601

.532

Esteem5

.704

-.098

Esteem6

.751

-.383

Esteem7

.726

.218

Esteem8

.718

-.414

Esteem9

.698

-.327

Esteem10

.745

.179

Extraction Method: Principal Component Analysis.

a. 2 components extracted.

Rotated Component Matrixa

Component

1

2

Esteem1

.298

.716

Esteem2

.826

.099

Esteem3

.037

.846

Esteem4

.097

.797

Esteem5

.591

.394

Esteem6

.816

.212

Esteem7

.399

.644

Esteem8

.812

.166

Esteem9

.739

.218

Esteem10

.439

.628

Extraction Method: Principal Component Analysis.

Rotation Method: Varimax with Kaiser Normalization.

a. Rotation converged in 3 iterations.

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