Creativity Studies, 2020, 13(2): 270–291
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13 to 47 (262%) in the treatment group as compared to an increase from 5 to 7 (40%) from
the comparison group. Using the marks as scored from the creativity
index and satisfying
the condition of significant correlation between the pre- and post-, paired sample t-test was
executed (Table 4). The result in Table 3 shows a significant difference between the post- and
pre-creativity index for the treatment group. This suggests that
the intervention has led to
significant increase in students’ creativity.
Analysis of covariance (ANCOVA) was also executed for the creativity index data (it satis-
fies the condition for fairly similar values for the pre TTCT between treatment and compari-
son group and the homogeneity of regression). The result shown in Table 5 is not statistically
significant. Hence, we cannot assume that the difference between the marks from the pre and
post-test is due to the intervention. However,
as a note of caution; this test was performed
with very small sample in the comparison group. Hence, although the result seems to suggest
that the intervention did not affect students’ performance in creativity,
we need to be careful
when conclusion is being made. The R-Squared seems to suggest that the treatment affect
only 9.1% on the performance.
Table 4. Paired sample t-test comparing post- and pre-test scores in creativity (treatment and compari-
son group) (source: created by authors)
Paired differences
t-test
de-
gree
of
free-
dom
Sig.
(2 tail-
ed)
Mean
Stan-
dard
devia-
tion
Stan-
dard
error
95%
confidence
interval of the
difference
Lower Upper
Pair com-
parison
Pre-creativity index –
Post-creativity index
–10.69 29.79
7.45 –26.56 5.19
–1.44
15
.17
Pair
treatment
Pre-creativity index –
Post-creativity index
–27.76 23.22
2.45 –32.62 –22.89 –11.34
89
.00
Table 5. Analysis of covariance testing the significance of the intervention (treatment and comparison
group) (source: created by authors)
Dependent variable: Creativity Index B
Source
Type
III sum
of squares
Degree of
freedom
Mean
square
F-test
Significant
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