I was just wondering if  I was interpreting my findings correctly.


I am evaluating a treatment on a group of children. the class teachers completed the strengths and difficulties questionnaire on the same group of children at time 1(T1) and time 2 (T2)

When I initially interpreted the paired sample T-test, I was able to compare the means, and make assumptions as to whether the treatment produced an improvement or not.

 

For the Wilcoxon test, I have the medians. My difficulty is that for example, the hyperactivity scale

Scores from 0-5 are in the normal band, scores of 6 are borderline and scores that ranged from 7-10 are abnormal.

 

I’m finding it difficult to determine whether the conclusions I was able to make from the paired T-test will be the same for the Wilcox test. ( I did not check for normality, thus, now having to use the Wilcoxon test)


So for example,

For the hyperactivity scale for the paired t-test I found: (T1= time1 and T2 =time 2)

  1. There was a significant difference in the hyperactivity scores for T1 (M=3.56, SD=2.473) and T2 (M=1.84, SD=2.156); t (74) =7.670, p<0.05.

I then stated that: These results suggest that the treatment produced a significant improvement in the hyperactivity scale scores at T2. (I looked at the means for this, even though there was a decline, using the information above about the band scoring it suggested that there was an improvement) is this correct?

However, how do I make similar conclusions using medians?

For example the prosocial behaviour score band is as follows: 6-10 for normal, 5 =borderline  and 0-4 is considered abnormal. 




below is the beginning of my draft for the write up section.

A test of normality reveals (see Appendix a) that the data was not normally distributed, except for the hyperactivity scale at T1 for the Kolmogorov-Smirnov test but not for the Shapiro-Wilk test. For this reason a non- parametric test was used.

A Wilcoxon T- test was carried out to compare the T1 scores to the T2 scores on the five SDQ scales and the total difficulties scores.

 

Table1 : Wilcoxon Signed Ranks for the five SDQ scales and the total difficulties scores at T1 and T2.

 

 

N

Mean Rank

Sum of Ranks

Pro Social Scale at Time 1 - Pro Social Scale at Time 2

Negative Ranks

37a

30.38

1124.00

Positive Ranks

19b

24.84

472.00

Ties

19c

 

 

Total

75

 

 

Hyperactivity Scale at Time 1 - Hyperactivity Scale at Time 2

Negative Ranks

5d

21.50

107.50

Positive Ranks

52e

29.72

1545.50

Ties

18f

 

 

Total

75

 

 

Conduct Problems Scale at Time 1 - Conduct Problems Scale at Time 2

Negative Ranks

12g

19.83

238.00

Positive Ranks

25h

18.60

465.00

Ties

38i

 

 

Total

75

 

 

Emotional Symptoms Scale at Time 1 - Emotional Symptoms Scale at Time 2

Negative Ranks

10j

18.85

188.50

Positive Ranks

34k

23.57

801.50

Ties

31l

 

 

Total

75

 

 

Peer Problems Scale at Time 1 - Peer Problems Scale at Time 2

Negative Ranks

12m

26.58

319.00

Positive Ranks

40n

26.48

1059.00

Ties

23o

 

 

Total

75

 

 

Total SDQ score at Time 1 - Total SDQ score at Time 2

Negative Ranks

8p

34.12

273.00

Positive Ranks

62q

35.68

2212.00

Ties

5r

 

 

Total

75

 

 

 

 

 

Table 2: Wilcoxon Signed Ranks Test

 

Pro Social Scale at Time 1 - Pro Social Scale at Time 2

Hyperactivity Scale at Time 1 - Hyperactivity Scale at Time 2

Conduct Problems Scale at Time 1 - Conduct Problems Scale at Time 2

Emotional Symptoms Scale at Time 1 - Emotional Symptoms Scale at Time 2

Peer Problems Scale at Time 1 - Peer Problems Scale at Time 2

Total SDQ score at Time 1 - Total SDQ score at Time 2

Z

-2.685a

-5.755b

-1.735b

-3.615b

-3.467b

-5.687b

Asymp. Sig. (2-tailed)

.007

.000

.083

.000

.001

.000

 

a.       Based on negative ranks

b.      Based on positive ranks

 

A Wilcox Signed Rank Test revealed that:

Am I correct in my interpretation here???

There was a significant difference in the pro-social behaviour scale scores for T1 and T2, Z=-2.685, p=0.07. The median score on the pro-social behaviour scale has decreased from T1 (Md=30.38) to T2 (Md=24.84). The results suggest that the treatment produced a significant difference in the pro-social behaviour scale scores. However, they were better at T1 than at T2.

 

There was a significant difference in the hyperactivity scale for T1 and T2, Z=-5.755, p<0.05. The median score on the hyperactivity scale has increased from T1 (Md=21.50) to T2 (Md=29.72).  These results suggest that NA produced a significant improvement in the hyperactivity scale scores and that at T2.




Hope my questions make sense and that you are able to help!