Question

In: Statistics and Probability

In a study of mother-infant interaction, mothers are rated by trained observers on the quality of...

In a study of mother-infant interaction, mothers are rated by trained observers on the quality of their interactions with their infants. Mothers were classified on the basis of whether this was their first child or not and whether the infant was low-birth weight (LBW) or full-term (FT). The data represent a score on a 12-point scale, on which a higher score represents better mother-infant interaction. Use alpha = .05.

           

First Born (X)

(X)2

Not First Born (X)

(X)2

Low Birth weight

6

7

5

8

5

8

4

9

9

8

Sums

Full Term

8

9

7

8

7

9

6

9

7

3

Sums

a. What are your df (you should identify 5 df’s)? What are your critical F’s (there should be 3)?

b. What are the values of your observed F’s (there should be 3)?

c. Based on the above information, would you reject H0, or fail to reject it? Why? What would your conclusions be?

Solutions

Expert Solution

Result:

First Born (X)

(X)2

Not First Born (X)

(X)2

Total

Low Birth weight

6

36

7

49

13

5

25

8

64

13

5

25

8

64

13

4

16

9

81

13

9

81

8

64

17

Sums

29

183

40

322

Full Term

8

64

9

81

17

7

49

8

64

15

7

49

9

81

16

6

36

9

81

15

7

49

3

9

10

Sums

35

247

38

316

Total

64

430

78

638

a. What are your df (you should identify 5 df’s)? What are your critical F’s (there should be 3)?

Total Df = 19

Df for Birth weight = 1

Df for first born = 1

Df for interaction   = 1

Df for error = 1

F critical for Birth weight = 4.494

F critical for first born = 4.494

F critical for interaction = 4.494

b. What are the values of your observed F’s (there should be 3)?

F observed for Birth weight = 0.2783

F observed for first born = 3.4087

F observed for interaction = 1.1130

c. Based on the above information, would you reject H0, or fail to reject it? Why? What would your conclusions be?

To test for Birth weight, calculated F=0.2783 < critical F =4.494, Ho is not rejected. We conclude that birth weight is not significantly related.

To test for first born, calculated F=3.4087 < critical F =4.494, Ho is not rejected. We conclude that first born is not significantly related.

To test for interaction, calculated F=1.113 < critical F =4.494, Ho is not rejected. We conclude that interaction is not significant.

ANOVA

Source of Variation

SS

df

MS

F

P-value

F crit

Sample

0.8000

1

0.8000

0.2783

0.6051

4.4940

Columns

9.8000

1

9.8000

3.4087

0.0834

4.4940

Interaction

3.2000

1

3.2000

1.1130

0.3071

4.4940

Within

46.0000

16

2.8750

Total

59.8000

19


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