CHRPTER V
ANALYSIS OF THE DATA
5.1 Rationale Behind the Use of the IPM
and CM in terms of Objectives
5.2 Pupil - Performance of a Glance
5.3 Interpretation Using Analysis of Covariance
5.4 Comparison of IPM and CM -Test as a Whole
5.5 Analysis of the Entries of the Observation Schedule
ANALYSIS OF THE DATA
This chapter gives the analysis and interpretation of the data collected
through the adm~nistration of Achievement Tests, Intelligence Test, Attitude Scale and
Observation Schedules of lnformation Processing Models (IPM). The present study was
intended to test the effectiveness of lnformation Processing Models(lPM) when used
according to situations or used in an integrated manner in the teaching of Chemistry in
classes VIII.IX.X. XI and XI1 of the secondary and the higher secondary classes.
5.1 Rationale Behind the Use of the IPM and CM (Conventional Method) in terms of Objectives
Models of Teaching which are chosen to pattern teaching activities have
much to say about the realities which will be admitted to the classroom and the kinds of
life view which are likely to be generated as teacher and leamerwork together. "Information
processing means the way in which people handle stimuli from environment, organise
data, sense problems, generate concepts and solutions to problems and to employ verbal
and non-verbal symbols". (Weil and Joyce. 1978 : 3)
Generally Models of Teaching were classified into two major categories
like lnductive and Deductive Models based on the type of reasoning in which students are
involved. According to Marsha Weil and Bruce Joyce, Information Processing Models
include 1. lnductive Thinking Model (Taba, 1966) 2. lnquiry Training Model (Suchman,
1966) 3. Biological Science lnquiry Model (Schwab, 1964) 4. Concept Attainment Model
(Bruner, 1966) 5. Developmental Model (Piaget, 1960) 6. Advance Organiser Model
(Ausubel, 1963) 7. Memory Model (Lucas).
Out of the different lnductive and Deductive Models, three representative
modeis were selected for the purpose of the present study namely 1. Concept Attainment
Modei (CAM), 2. Advance Organizer Model (AOM) and 3. Inquiry Training Model (ITM).
The following units were selected for the preparation of the lesson plansitranscripts based
on IPM and CM.
'Different Types of Chemical Reactions' Class Vlll
Oxidation, Reduction and Redox Reactions' Class IX
'Chemical Kinetics' Class X
'Surface Chemistry' Class XI
'Nuclear Chemistry' Class XI1
The models that come under IPM namely CAM. AOM and ITM were used
according to situations in the lesson transcripts. Unit tests were prepared and administered
to assess the achievement of pupils belonging to the different groups selected for the
study. '
Each objective of the different models was taken separately so as to locate
it under Blooms', taxonomy of educational objectives. This has enabled the investigator
to evaluate the achievement of the pupils precisely and make each of them amenable to
measurement. This practice is suggested by Eggen et.al (1 979 : 74)
5.1.1 Objectives of CAM and Bloom's Taxonomy
Concept learning has different aspects. So the objectives of CAM contain
different aspects of concept learning; they are 'recognising additional examples',
'generating examples of the concept', ' locating further examples'. 'describing the essential
attributes' and 'defining the concept'. To measure these different facts on concept learning,
the items should be constructed as to tap these different dimensions. (Eggen, 1979 : 79)
These objectives can be tested at different levels of cognitive domain. Bloom
(1 956) has classified both recall and recognition objectives as knowledge level in taxonomy
and it is the lowest level category referring to memory operations.
Recognition items ask a question and provide the student with several
alternatives to choose from. So one of the objectives of CAM - identifying additional
examples -can be written at the recogn~tion level, if the examples are seen before (Eggen,
1979 : 77). Mere repetition of a definition can also be written at the recall level of knowledge
level measurement.
Comprehension level objectives are aimed at a deeper level of understanding
of the generalisation. It can be measured by having students explain the generalisation in
their own words or by having the students identify situation in which the generalisation is
applicable. (Eggen, 1979 : 79) So some of the objectives of CAM - generating examples
locating examples, describing attributes of the concepts and forming the rule of the concept
- can be written at comprehension level of Bloom's taxonomy.
Application level involves a more complex task in which the student actually
uses or applies the generalisation to solve a problem or predict consequences can be
considered as included at this level.
The investigator followed these coversion schemes very strictly while
constructing the test items for the achievement test. The objectives of AOM were similarly
made amenable to measurement through the use of taxonomy of educational objectives
at the cognitive domain.
5.1.2 Objectives of AOM and Bloom's Taxonomy
The developer of AOM, David Ausubel, was a firm believer in the importance
of concept goals. Because of this, process goals are largely discarded. If taught
interactively, process skills also can be taught with the model. The objectives of this
model are, reminding the students of the whole cognitive organisation asking for a summary
of the major attributes of the learning material, repeating definitions, asking for difference
between parallel subsumers, describing the learning material in their own terminology,
relating the new material to existing knowledge and asking for additional examples of the
concept in the learning material.
Since AOM can be used to teach concepts, the objectives of concept
learning can be realised here also. Moreover the relationships between abstractions can
also be measured. Measuring at the knowledge level would tap students' ability to
remember or recall the relationships between abstractions. (Eggen. 1979 : 300)
At comprehension level, the understanding of students can be evaluated
by asking them to apply the information learned in class to a new situation. (Eggen. 1979
: 301) So the investigator classified some objectives of AOM - giving the summary of
major atiibutes, asking for differences between subsumers, describing the essence of
learning material in their own terminology as comprehension level objectives in Bloom's
taxonomy of cognitive domain.
When the students relate the learning material to actual situations,
application level objectives are realised. So one of the objectives of the AOM - relating the
new material to existing knowledge and apply~ng it in unique situations - was taken in
correspondence with application level in taxonomy of cognitive domain.
5.1.3 Objectives of ITM and Bloom's Taxonomy
The lnquiry training Model contrasts with other models of teaching within
the Information Processing family. The Concept Attainment Model and the Advance
Organiser Model are both concerned with concepts. The lnquiry Training Model helps the
students establish facts, build concepts and then generate theories or explantions that
explain the phenomenon under consideration. This model takes students through the
kind of procedures that scholars use in order to organise knowledge and generate principles
that explain causation. Thus the goals of lnquiry Training are to help students develop the
intellectual discipline necessary to search out data, process it and apply logic to it. The
ITM requires students to question why events happen as they do. and to develop intellectual
strategies that they can use to determine causal relationships among phenomena. Thus
the primary content out come of ITM activities is, the development of 'explanations.'.
Though the model is more process oriented the content out come is also
stressed. As in the cases of CAM and AOM. here too knowledge level questions to
ascertain the recall and recognition abilities of the students are written as the lowest level
of cognitive achievement.
At the comprehension level, the content outcome can be evaluated by
asking questions such as to explain phenomena, to relate facts, to find similarities and
differences, to identify the similar situation where the formulated rule is applicable and to
state the theory of property in their own words etc.
As the ultimate goal of lnquiry Model is to amve at simple linear theory, the theory
of property and finally to amve at a cause and effect relationship, more abstract test items can be
asked so as to check whether those objectives were realised or not. So test items
belonging to the application level of the cognitve domain of the taxonomy can be included
to find out causal relationships. to predict simple linear theory, theory of properties and
also applications of the theory to familiar as well as unfamiliar situations.
5.1.4 Objectives of Conventional Method of Teaching and Bloom's Taxonomy.
The Conventional Method also follows the objectives of Bloom's taxonomy
and they were mesured using the procedure commonly used.
As has been pointed out in Chapter IV experimental method was adopted
for the study and needed data were collected for the purpose. The selected students of
classes VIII,IX.X,XI and XI1 were grouped in to two. Lesson transcripts were prepared
based on units selected for the different classes following IPM (CAM,AOM. and ITM followed
according to situations and relevance ) and CM and the validity of each is established.
The first and second groups of each class were taught through IPM and CM respectively.
An achievement test was administered for the two groups prior to (pre-
test) and after (post-test) teaching the units through these methods. The data pertaining
to the experimental and the control group were subjected to the following statistical
treatments
1. Simple statistics relating to the performance of pupils in the two groups.
2. Analysis of covariance.
3. Tests of significance of the difference between means of the pre-test and
post-test scores in scientific attitude.
4. Simple statistics relating to data on observation schedules.
The data obtained using the observation schedules were processed. This
was done by converting the ratings into scores and comparing these with the maximum
score possible for each schedule. Details regarding scoring and other procedures adopted
are given in Chapter IV - Methodology. Analysis is done under the following heacs.
1. Statistics relating to the performance of pupils' in IPM and CM groups.
a. before experiment
b. after experiment
2. Comparison of performance of pupils in IPM and CM groups.
3. Comparison of effectiveness of the IPM over the CM with respect to.
a. 'Knowledge' level of cognitive achievement
b. 'Comprehension' level of cognitive achievement
c. 'Application' level of cogntive achievement.
4. Comparison of effectiveness of the IPM over the CM with respect to.
a. Intelligence of the pupils
b. Scientific Attitude of the pupils.
5 Comparison of the performance of pupils in Scientific Attitude when t a u n t
through IPM and CM
a. before experiment
b. after experiment
6. Comparison of the scores on Scientific Attitude scale in the pre-test and in h e
post-test when IPM is used.
7. Comparison of the scores on Scientific Attitude scale in the pre-test and in 3 e
post-test when CM is used.
5.2 Pupil -Performance at a Glance
. To compare the effectiveness of IPM over the conventional method of
teaching a pre-test and a post-test were administered for the selected groups under study.
The scores obtained in the pre-test and post-test for the two groups were condensed into
frequency tables to obtain mean, median and standard deviation. This was done to have
a general picture of the performance of students in the two groups in the pre-test and
post-test.
5.2.1 Pupil-Performance of the Two Groups Before Experiment -class Vlll
Table 1, and Table -2 give class, frequency and various statistics cbtained
from the pre-test scores of the two groups of class VIII.
TABLE - 5.1 FREQUENCY AND VARIOUS STATISTICS OF PRE-TEST
SCORES OF THE GROUP TAUGHT THROUGH I P M
1 Total 40 1
Scores
(Class)
0 - 2
3 - 5
6 - 8
The arithmetic mean of the scores is found to be 2.9 where as the
maximum score possible is 25. Using the conventional procedure of considering
the average performance indicated by the range, A.M - 1 *S.d andA.M + 1 " S.d. it may
be presumed that the average performance of this group lies between 1.29 and 4.51.
It is quite evident that for a maximum of 25 this is very low. The median obtained
also substantiates the above conclusion.
Frequency
(9
15
23
2
Statistics
Calculated
Mean
Median
S.D
Values
Obtained
2.9
3.15
1.61
TABLE - 5.2 FREQUENCY AND VARIOUS STATISTICS OF PRE-TEST SCORES
OF THE GROUP TAUGHT THROUGH C M
Using the same procedure as explained under Table 1, the mean score of
Scores
(Class)
0 - 2
3 - 5
6 - 8
9 - 1 1
the group lies between 1.29 and 6.35 which shows that the performance is very low
5.2.2 Pupil Performance of the Two Groups - After Experiment -Class Vlll
Total 40
Frequency
(9 15
15
8
2
Table - 3 and Table- 4 give class, frequency and various statistics obtained from
the post-test scores of the two groups of class Vlll
TABLE - 5.3 FREQUENCY AND VARIOUS STATISTICS OF POST TEST
SCORES OF THE GROUP TAUGHT THROUGH I P M
statistics
Calculated
Mean
Median
S.d
Values
Obtained
3.82
3.50
2.53
Scores
(Class)
0 - 5
6 - 1 0
11-15
16 - 20
21 - 25
Total (N) 40
Frequency
(0 1
18
9
7
5
Statistics
Calculated
Mean
Median
S.d
Values
Obta~ned
12.73
11.05
4.94
The mean score of the group lies between 7.79 and 17.67. This roughly
indicates a performance that could be rated as above average. The mean score of the
post-test is definitely higher than that of the pre-test. However, precise statistical conclusion
in this regard will be attempted later after applying analysis of covariance.
TABLE - 5.4 FREQUENCY AND VARIOUS STATlSCTlCS OF POST-TEST
SCORES OF THE GROUP TAUGHT THROUGH C M
I (class) I I Calculated
1 0 - 5 I Mean
Statistics Score
1 6-10 I 19 I Median
f Values
Obtained
11 - 15
The mean score of the group lies between 4.23 and 10.27. This roughly
indicates a performance that could be rated as below average. Howeverthe mean score
of the post-test is higher than that of the pre-test.
5.2.3 Pupil -Performance of the Two Groups Before Experiment - Class ix
Total (N) 40
7
Table - 5 and Table - 6 give Class, frequency and various statistics obtained from
the pre-test scores of the two groups of class IX.
S.d
TABLE - 5.5 FREQUENCY AND VARIOUS STATISTICS OF PRE-TEST
SCORES OF THE GROUP TAUGHT THROUGH I P M
Values
Obtained
2.57
2.77
0.47
Total (N) 40
Statistics
Calculated
Mean
Median
S.d
Scores
(Class)
0 - 2
3 - 5
6 - 8
f
18
22
0
The mean score of the group lies between 2.10 and 3.04 This ~nd~cates a
performance that could be rated as below average.
TABLE - 5.6 FREQUENCY AND VARIOUS STATISTICS OF PRE-TEST
SCORES OF THE GROUP TAUGHT THROUGH C M
The mean score of the group lies between 1.85 and 3.29 whicr shows that
the performance is very low.
Scores
(Class)
0 - 2
3 -5
6 - 8
5.2.4 Pupil - Performance of the Two Groups After Experiment - Class IX
Table - 7 and Table - 8 give class, frequency and various statisncs obtained
from the post-test scores of the two groups of class IX
Total (N) 40
f
18
22
0
TABLE - 5.7 FREQUENCY AND VARIOUS STATISTICS OF POST-TEST
- SCORES OF THE GROUP TAUGHT THROUGH I P M
Statistics
Calculated
Mean
Median
S.d
Values
Obtained
2.57
2.77
0.72
Values
Obtained
16.1
16.67
3.33
Scores
(Class)
0 - 5
6 - 10
11-15
16 - 20
21 -25
Total (N) 40
f
0
1
16
17
6
Statistics
Calculated
Mean
Median
S.d
The mean score of the group lies between 12.77 and 19.43. This indicates
a performance that could be rated as fairly above average.
TABLE - 5.8 FREQUENCY AND VARIOUS STATISTICS OF POST-TEST
SCORES OF THE GROUP TAUGHT THROUGH C M
The mean score of the group lies between 8.96 and 15.00 which shows a
performance that could be rated as above average. However precise statistical conclusion
will be attempted later after applying analysis of covariance.
Scores
(Class)
0 - 5
6 -10
11 - 15
16 - 20
5.2.5 Pupil - Performance of the Two groups-Before Experiment - Class X
Table - 9 and Table -10 give class frequency and various statistics obtained from
the pre-test scores of the two groups of class X
Total (N) 40
f
0
17
15
8
TABLE - 5.9 FREQUENCY AND VARIOUS STATISTICS OF PRE-TEST
SCORES OF THE GROUP TAUGHT THROUGH I P M
Statistics
Calculated
Mean
Median
S.d
( Total (N) 40 1
Values
Obtained
11.98
11.5
3.02
Scores
(Class)
0 -2
3 - 5
6 - 8
9 -1 1
f
7
24
7
2
Statistical Calculated
Mean
Median
S.d
Values Obtained
4.38
4.12
2.07
The mean score of the group lies between 2.31 and 6.45. This indicates a
performance that could be rated as below average.
TABLE - 5.10 FREQUENCY AND VARIOUS STATISTICS OF PRE-TEST
SCORES OF THE GROUP TAUGHT THROUGH THROUGH C M
The mean score of the group lies between 2.33 and 3.97 which show that the
performance is very low.
Scores
(Class)
0 - 2
3 - 5
6 - 8
5.2.6 Pupil-Performance of the Two Groups-After Experiment - Class X
Table - 11 and Table - 12 give class, frequency and various statistics obtained
from the post-test scores of the two groups of class X.
Total (N) 40
f
10
30
0
TABLE - 5.11 FREQUENCY AND VARIOUS STATISTICS OF POST-TEST
SCORES OF THE GROUP TAUGHT THROUGH I P M
Statistics
Calculated
Mean
Median
S.d
Values
Obtained
3.15
3.50
0.82
Scores
(Class)
0 - 5
6 - 1 0
11 -15
16 -20
21 - 25
Total (N) 40
Statistics
Calculated
Mean
Median
S.d
f
0
8
17
12
3
Values
Obtained
14.3
12.61
4.05
The mean score of the group lies between 10.25 and 18.35. This r oughly
indicates a performance that could be rated as fairly above average. The mean score of
the post-test is definitely higher than that of the pre-test.
TABLE - 5.12 FREQUENCY AND VARIOUS STATISTICS OF POST-TEST
SCORES OF THE GROUP TAUGHT THROUGH C M
/ Total (N) 40 1
Scores
(Class)
0 - 5
6 - 10
11 -15
16 - 20
The mean score of the group lies between 7.76 and 12.20 which indicates a
performance that can be rated as high. However precise statistical conclusion
will be obtained after applying analysis of covariance.
5.2.7 Pupil-Performance of the Two Groups - Before Experiment - Class XI
f
1
29
9
1
Table -1 3 and Table -14 gives the class frequency and various statistics obtained
from the pre-test scores of the two groups of class XI.
TABLE - 5.13 FREQUENCY AND VARIOUS STATISTICS OF PRE-TEST
SCORES OF THE GROUP TAUGHT THROUGH I P M
Statistics
Calculated
Mean
Median
S.d
Values
Obtained
9.98
8.78
2.22
Scores (Class)
0 - 2
3 - 5
6 - 8
Total (N) 60
Statistics Calculated
Mean
Median
S.d
f
12
48
0
Values Obtained
3.08
3.63
0.83
The,mean score of the group lies between 2.25 and 3.91 which shows a very
low performance of the group
TABLE - 5.14 FREQUENCY AND VARIOUS STATISTICS OF PRE-TEST
SCORES OF THE GROUP TAUGHT THROUGH C M
The mean score of the group lies between 1.79 and 4.07 which also shows a
very low performance of the group.
Scores
(Class)
0 - 2
3 - 5
6 - 8
5.2.8 Pupil-Performance of the Two Groups -After Experiment Class XI
table - 15 and Table - 16 gives the class frequency and various statistics
obtained from the post-test scores of the two groups of class XI.
Total (N) 60
f
23
35
2
TABLE 5.15 FREQUENCY AND VARIOUS STATISTICS OF POST-TEST
SCORES OF THE GROUP TAUGHT THROUGH I P M
Statistics
Calculated
Mean
Median
S.d
Values
Obtained
2.93
3.10
1.14
Values Obtained
16
17.53
3.59
Total (N) 60 -
Statistics Calculated
Mean
Median
S.d
Scores (Class)
0 - 5
6 - 1 0
11 - 15
16-20
21 - 25
f
0
5
17
32
6
The mean score of the group lies between 12.41 and 19.59. This roughly indicates
a performance that could be rated as fairly above average.
TABLE - 5.16 FREQUENCY AND VARIOUS STATISTICS OF POST-TEST
SCORES OF THE GROUP TAUGHT THROUGH C M
The mean score of the group lies between 8.57 and 12.35 which also shows a
high value for the performance of the group.
Scores
(Class )
0 - 5
6 - 1 0
12-15
16 - 20
5.2.9 Pupil- Performance of the Two Groups - Before Experiment - Class XI1
Table - 17 and Table - 18 give the class frequen cy and various statistics obtained
from the pre-test scores of the two groups of class XI1
Total (N) 60
f
0
34
25
1
TABLE - 5.17 FREQUENCY AND VARIOUS STATISTICS OF PRE-TEST
SCORES OF THE GROUP TAUGHT THROUGH I P M
Statistics
Calculated
Mean
Median
S.d
Values
Obtained
10.46
9.94
1.89
Scores (Class)
0 - 2
3 - 5
6 - 8
Total (N) 60
Statistics Calculated
Mean
Median
S.d
f
31
29
0
Values Obtained
2.57
2.93
0.98
The mean score of the group lies between 1.59 and 3.55 which shows that the
performance is very low.
TABLE - 5.18 FREQUENCY AND VARIOUS STATISTICS OF PRE-TEST
SCORES OF THE GROUP TAUGHT THROUGH C M
The mean score of the group lies between 1.49 and 7.71 which shows that the
performance is very low.
5.2.10 Pupil-Performance of the Two Groups -A f te r Exper iment - Class - X I
Values
Obtained
4.60
4.00
3.1 1
~abl 'e -1 9 and Table - 20 give the class, frequency and various statistics obtained
from the post-test scores of the two groups of class XI1
Total (N) 60
Statistics
Calculated
Mean
Median
S.d
Scores
(Class)
1 - 3
4 - 6
7 - 9
10 - 12
TABLE - 5.19 FREQUENCY AND VARIOUS STATISTICS OF POST-TEST
SCORES OF THE GROUP TAUGHT THROUGH I P M
f
28
19
4
9
Scores
(Class)
0 - 5
6- 10
11 -15
16 - 20
21 - 25
Total (N) 60
f
0
25
15
16
4
Statistics
Calculated
Mean
Median
S.d
Values
Obtained
13.15
12.16
4.25
The mean score of the group lies between 8.90 and 17.40 which shows
that the performance of the group is above average. The mean score of the post-test is
definitely higher than that of the pre-test. However precise statistical conclusion in this
regard will be attempted later after applying analysis of covariance.
TABLE - 5.20 FREQUENCY AND VARIOUS STATISTICS OF POST-TEST
SCORES OF THE GROUP TAUGHT THROUGH C M
The mean score of the group lies ;n between 5.33 and 16.93. This roughly
indicates that the performance could be rated as high.
5.3 Interpretation Using Analysis of Covariance
Values Obtained
11.13
10.00
5.80
It was already stated that Analysis of Covariance was the statistical
technique adopted by the investigator for arriving at valid and reliable conclusions. This
analysis was made to compare the effectiveness of IPM over CM for the groups studying
in the classes of VIII.IX,X and XI and XI!. This was attempted with respect to the scores
obtained for the test as a whole, for each of the three cognitive components namely.
Knowledge Comprehension and Application, for the groups belonging to high and low
level of Intelligence and Scientific Attitude under each major group. An attempt was made
Total (N) 60 -
Statistics Calculated
Mean
Median
S.d
Scores (Class)
0 - 4
5 - 9
10-14
1 5 - 19
20 - 24
f
8
16
22
6
8
to compare the changes in Scientific Attitude occured when IPM and CM techniques of
teaching were used.
The details of these analysis are presented below
5.3.1.1. Comparison of IPM and CM -Test as a Whole -Class Vlll
The total sum of squares, mean square variances and F ratios for the pre-
test and post-test scores of the experimental group and control group were computed.
The data are presented in Table - 21
TABLE - 5.21 ANALYSIS OF VARIANCE OF THE SCORES
FOR THE EXPERIMENTAL AND CONTROL GROUPS
From Table df 1/78
Fat 0.05 level = 3.96
Fat 0.01 level = 6.96
The obtained Fy value (33.66) is higher than the table value (6.96) for df
1/78 and hence it is significant at 0.01 level. The total sum of squares and adjusted mean
square variances for post-test scores were computed. The data are presented
in Table - 22.
MSx(Vx)
19.01
4.85
S S ~
599.51
1389.48
1988.99
Source of Variation
Among Means
Within Groups
Total
599.51
17.81
df
1
78
79
SSx
19.01
377.98
396.99
TABLE - 5.22 ANALYSIS OF COVARIANCE OF THE SCORES OF THE
PRE-TEST AND POST - TEST OF THE EXPERIMENTAL
AND CONTROL GROUPS
937.84 Fy.x = - 5.75 = 163.1 From Table, df 1/77
source of
Variation
Among Means
Within Groups
Total
Fat 0.05 level = 3.96
Fat 0.01 level = 6.96
Since the obtained (Fy.x) value (163.1) is greater than the table value i6.961,
the difference between the scores of the two groups is significant at 0.01 level
df
1
77
78
5.3.1.1 .I. Comparison of Adjusted Mean Scores :
The adjusted means for the post test scores of students in the experimental
group and control group were computed. The data are given as Table - 23
SSx
19.01
377.98
396.99
TABLE - 5.23 ADJUSTED MEANS OF SCORES FOR THE POST-TEST OF
STUDENTS IN THE EXPERIMENTAL AND
CONTROL GROUPS
SSY
599.51
1389.48
1988.99
Sxy
-106.76
598.1 5
491.39
Groups
Experim'ental
Control
General Means
Mx
2.9
3.88
N
40
40
SSy.x
937.84
442.91
1380.75
MY
12.73
7.25
3.39
MSy.x
937.84
5.75
Myx(Adjusted)
13.50
6.48
9.99
SDy.x
2.40
SED = 0.54 From Table D df 77
t at 0.05 level = 1.99
ta t 0.01 level = 2.64
Minimum difference of adjusted means required for
significance at 0.01 level = 0.54 * 2.64
= 1.42
Difference obtained = 7.02
Since the difference between adjusted means (7.02) is greater :han the
minimum difference required (1.42) for df. 77, this is sifnificant at 0.01 level. It means that
the experimental group differ significantly in their achievement. Since the adjusted mean
score for the experimental group is greater than that of the control group, the experimental
group is superior to the control group in their performance in the post-test. It may therefore
be concluded that the students taught through the Information Processing models have
better achievement than those taught through the conventional method.
5.3.1.2 Comparison of IPM and CM - withrespect to the 'Knowledge' Level - Class Vlll
The total sum of squares, mean square variance and F - ratios of the pre-
test and post-test scores with respect to knowledge level questions, of the two groups
were computed. The data are presented in Table - 24.
TABLE - 5.24 ANALYSIS OF VARIANCE OF THE SCORES
FOR THE EXPERIMENTAL AND CONTROL GROUPS
MSYPJY)
1.01
1.92
Source Variation
Among Means
Within Groups
Total
SSY
1.01
149.97
150.98
MSx(Vx)
8.45
1.63
df
1
78
79
SSx
8.45
126.75
135.2
8.45 Fx = -= 5.18 From Table, df 1/78
1.63 Fat 0.05 level = 3.96
F at 0.01 level = 6.96
The obtained Fxvalue (5.18) is higher than the table value (3.96) fordf 1/78
and hence is significant at 0.05 level.
The total sum of squares and adjusted mean square varinaces for post-
test scores were computed. The data are presented in Table - 25.
TABLE - 5.25 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL
GROUPS WITH RESPECT TO KNOWLEDGE LEVEL
2.59 Fyx = - = 4.63 From Table F, df 1177
0.56 Fat 0.05 level = 3.96
Fat 0.01 level = 6.96
Since the Fy.x value (4.63 ) is greater than the table value (3.96) the
difference between the scores of the two groups is significant at 0.05 level.
5.3.1.2.1 Comparison of Adjusted Mean Scores
MSy.x
2.59
0.56
Source of Variation
Among Means
Within Groups
Total
The adjusted means forthe post-test scores of students in the experimental
and control groups were computed. The data are given as Table - 26.
SDy.x
0.75
SSx
8.45
126.75
135.2
df
1
77
78
SSY
1.01
149.97
150.98
Sxy
2.93
116.18
119.01
SSy.x
2.59
43.48
46.07
TABLE - 5.26 ADJUSTED MEANS OF SCORES WITH RESPECT TO
KNOWLEDGE LEVEL OF STUDENTS IN THE TWO GROUPS
SED = 0.17 From Table df 1177
t at 0.05 level = 1.99
tat 0.01 level = 2.64
Minimum difference required
for significance at 0.01 level = 0.17 x 2.64
= 0.45
Difference obtained = 0.83
Groups
Experimental
Control
General Means
Since the difference between adjusted means (0.83) is greater than the
minimum required (0.45) for df-77, this is significant at 0.01 level. It means that the
N
40
40
experimental and control groups differ significantly in their achievement with respect to
'knowledge' level questions. Since the adjusted mean score for the experimental group is
greater than that of the control group, the experimental group is superior to the control
Mx
2.43
1.78
2.11
group in their performance in the post-test with respect to 'knowledge'level. It may therefore
be concluded that students of class Vlll who were taught through IPM are better than
those taught through the convent~onal method with respect to 'knowledge' level of cognitive
My
3.73
3.5
3.62
achievement
My.x (Adjusted)
4.03
3.20
5.3.1.3 Comparison o f IPM and CM - w i t h respect t o the 'Comprehension' level -class Vll l
The total sum of squares mean square variance and F - ratio for the pre-
test and post-test scores with respect to comprehension level questions. of the two groups
were computed. The data are presented in Table - 27
TABLE - 5.27 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
5.52 Fx = - = 14.15 0.39
From Table, df 1/78
Source of Variation
Among Means
Within Groups
Total
F at 0.05 level = 3.96
Fa t 0.01 level = 6.96
The obtained Fx value (14.15) and Fy value (43.71) are greater than the
table value (6.96) for df 1/78 and hence it is significant at 0.01 level.
df
1
78
79
The total sum of squares and adjusted mean square variances for post-
test were computed. The data are given in Table - 28.
TABLE - 5.28 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST AND
POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS WITH
RESPECT TO COMPREHENSION LEVEL
SSx
5.52
30.37
35.89
258.3 Fy.x = - = 30.21
8.55 From Table df 1/77
Fa t 0.05 level = 3.96
F at 0.01 level = 6.96
MSY(VY)
369.8
8.46
SSY
369.8
660.15
1029.95
SDy.x
2.92
MSY(VX)
5.52
0.39
SSyx
258.3
658.13
916.43
MSyx
258.3
8.55
SSY
369.8
660.15
1029.95
Ssx
5.52
30.37
35.89
Source of Variation
Among means
Within Groups
Total
SXY
-71.66
7.83
-63.83
df
1
77
78
Since the obta~ned Fy.x value (30.21) is greater than the table value (6.96)
the difference between the scores of the two groups is significant at 0.01 level
5.3.1.3.1 Comparison of Adjusted Means:
The adusted means for the post-test scores of students in the experimental
and control groups were computed. The data are given as Table -29.
TABLE - 5.29 ADJUSTED MEANS OF SCORES WITH RESPECT
TO COMPREHENSION LEVEL OF STUDENTS
IN THE TWO GROUPS
SED = 0.65 From Table df 1177
t at 0.05 level = 1.99
ta t 0.01 level = 2.64
Minimum difference required for
significance at 0.01 level = 0.65 x 2.64
= 1.90
Difference obtained = 4.44
Groups
Experimental
Control
General Means
Since the difference between adjusted means (4.44) is greater than the
minimum required (1.9) for df 77. this is significant at 0.01 level. It means that the
experimental and control groups differ significantly in their achievement with respect to
'comprehension' level questions. Since the adjusted mean score for the experimental
group is greater than that of the control group, the experimental group is superior to the
N
40
40
Mx
0.4
0.93
0.67
MY
7.18
2.88
5.03
My.x (adjusted)
7.25
2.81
control group in their performance. It may therefore be concluded that the students taught
through IPM are betterthan those taught through the CM with respect to 'Comprehension'
level of cognitiive achievement.
5.3.1.4 Comparison of IPM and CM -with respect to
'the 'Application' level -Class Vlll
The total sum of squares, mean square variances and Fratios for the pre-
test and post-test scores with respect to application level questions, of the two croups
were computed. The data are presented in Table - 30.
TABLE - 5.30 ANALYSIS OF VARIANCE OF THE SCORES FOR
THE EXPERIMENTAL AND CONTROL GROUPS
0.2 Fx = - = 1.48 From Table df 1/78
0.14 F 0.05 level = 3.96
18.08 Fy = - = 26.08 Fat 0.01 level =6.96
0.69
Source of
Variation
Among Means
Within Groups
Total
The obtained Fy value (26.08) is greater than the table value (6.96) for
df 1/78 and hence it is significant at 0.01 level.
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are presented in Table - 31.
df
1
78
79
SSx
0.2
10.55
10.70
SSY
18.08
54.13
72.21
MSx(Vx)
0.2
0.14
MSy(Vy)
18.08
0.69
TABLE - 5.31 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST AND
POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS WlTH
RESPECT TO APPLICATION LEVEL.
F at 0.05 level = 3.96
Source of
variation
Among means
Within Groups
Total
Fat 0.01 level = 6.96
df
1
Since the obta~ned Fy.x value (29.54) is greater than the table value 6.96),
SSx
0.2
19'7 = 29.54 Fy.x = - From table df 1/77 0.67
77
78
the difference between the scores of the two groups is significant at 0.01 level
SSY
18.08
Sxy
-1.9
5.3.1.4.1 Comparison of Adjusted Means
10.55
10.70
The adjusted means for the post-test scores of students in the expermental
SSy.x
19.7
and control groups were computed. The data are given as Table - 32
54.13
72.21
TABLE - 5.32 ADJUSTED MEANS OF SCORES WlTH RESPECT TO
.i: APPLICATION LEVEL OF STUDENTS IN THE TWO GROUPS
MSy.x I Vyx
19.7
SDy.x
9.82
5.4
3.5
From Table df, 77
SED = 0.18 ta t 0.05 level = 1.99
tat 0.01 level = 2.64
51.37
71.07
Groups
Experimental
Control
General Means
0.67
MY
1.83
0.88
1.36
My.x (adj-sted)
2.05
1.0-
N
40
40
Mx
0.01
0.18
0.09
Minimum difference required for significance at 0.01 level
= 0.18 ' 2.64
= 0.48
Difference obtained = 1.04
Since the difference between adjusted means (1.04) is greater than the
minimum required (0.48) for df, 77, this is significant at 0.01 level. Since the adjusted
mean score for the experimental group is greater than the control group, the experimental
group is superior to control group in their performance in the post-test. It may therefore be
concluded that the students taught through IPM are better than those taught through the
conventional method with respect to 'Application' level of cognitive achievement.
5.3.1.5 Comparison of IPM and CM with respect to the Scores of
High Intelligence Categories Class Vlll
The total sum of squares mean square variance and F ratios for the pre-
test and post-test scores of the high intelligence categories of the expenmental and control
groups were computed. The data are presented in Table - 33
TABLE - 5.33 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
From Table.df 1/20 704.18
Fx = - = 127.34 Fat 0.05 level = 4.35 5.53
Source of
Variation
Among Means
Within Groups
Total
F at 0.01 level = 8.10
SSY
249.75
1368.57
1618.32
df
1
20
2 1
MSx(Vx)
704.18
5.53
SSx
704.18
110.50
814.68
MSy(Vy)
249.75
68.43
The obtained Fx value (127.34) is greater than the table value (8.10) for df
1/20 and hence it is significant at 0.01 level.
The total sum of squares and adjusted mean square variance for post-test
scores were computed. The data are presented in Table - 34.
TABLE - 5.34 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST AND
POST-TEST OF THE EXPERTIMENTAL AND CONTROL GROUPS
UNDER THE HlGH INTELLIGENCE CATEGORIES
From Table, df 1119
Fy.x = 1394.34 = 159.35 Fat 0.05 level = 4.38 8.75
F at 0.01 level = 8.18
Since the obtained Fy.x value (159.35) is greater than the table value
(8.18) the difference between the scores of the two groups is significant at 0.01 level.
Source of variation
Among Means
Within Groups
Total
5.3.1.5.1 Comparison of Adjusted Means
SSY
249.75
1368.57
1618.32
The adjusted means for post-test scores of students in the expermental
and control groups were computed. The data are given as Table - 35
df
1
19
20
TABLE - 5.35 ADJUSTED MEANS OF SCORES IN THE HlGH INTELLIGENCE
CATEGORIES OF STUDENTS IN THE TWO GROUPS - -
SSx
704.18
110.50
814.68
Sxy
-147.64
364.50
216.86
SSy.x
1394.34
166.26
1560.6
Msy.x
1394.34
8.75
MY
16.66
9.9
13.28
Mx
3.5
7.5
5.5
Groups
Exper~mental
Control
General Means
SDy.x
2.96
Myx (adjusted)
23.26
3.30
N
12
10
From table, df 19
SED = 1.27 t at 0.05 level = 2.09
ta t 0.01 level = 2.86
Minimum difference required for significance at 0.01 level
= 1.27 ' 2.86
= 3.63
Difference obtained = 19.96
Since the difference between adjusted means (19.96) is greater than the
minimum required (3.63) for df - 19, this is significant at 0.01 level. It means that the
experimental and control groups differ significantly in their achievements in the high
intelligence level. Since the adjusted mean score for the experimental group is greater
than that of the control group, the experimental group is superior in their performance in
the post-test. It may therefore be concluded that the students taught through the IPM are
betterthan those taught through the conventional method in the high intelligence categories.
5.3.1.6 Comparison of IPM and CM with respect to the Scores of
the Low Intelligence Categories Class Vlll
The total sum of squares, mean square variances and F - ratios for the
pre-test and post-test scores of the low intelligence categories of the experimental and
control groups were computed. The data are presented in Table - 36
TABLE - 5.36 ANALYSIS OF VARIANCE OF THE SCORES FOR
THE EXPERIMENTAL AND CONTROL GROUPS
Within Groups
Total
SSY
1 15.44
MSx(Vx)
2.17
23
24
MSY(VY)
115.44
SSx
2.17
Source of Variation
Among Means
df
1
17.60
19.77
86
201.44
0.77 3.74
From Table df 1/23 2.17
Fx = - = 2.88 0.77
F at 0.05 level = 4.28
Fa t 0.01 level = 7.88
The obtained Fy value (30.87) is greater than the table value (7.88) for df 1/23
and hence it is significant at 0.01 level.
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are presented in table - 37
TABLE - 5.37 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST AND
POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS UNDER THE
LOW INTELLIGENCE CATEGORIES
From Table df 1/22 62.7
Fy.x = - = 33.35 F at 0.05 level = 4.30 1.88
F at 0.01 level = 7.94
Since the obtained Fy.x value (33.35) is greater than the table value (7.94)
for df 1122, the difference between the scores of the two groups is significant at 0.01 level
5.3.1.6.1 Comparison of Adjusted Means
Source of Variation
Among Means
Within Groups
Total
The adjusted means forthe post-test scores of students in the experimental
and control groups were computed. The data are given as Table - 38.
SDy.x I
1
1 1
SSY
115.44
86
201.44
SSy.x
62.7
41.3
104.0
Sxy
15.83
28.05
43.88
MSy.x
62.7
1.88
df
1
22
23
SSx
2.17
17.60
19.77
TABLE - 5.38 ADJUSTED MEANS OF SCORES UNDER THE LOW
INTELLIGENCE CATEGORIES OF STUDENTS IN THE
EXPERIMENTAL AND CONTROL GROUPS
SED = 0.55 From Table df, 22
tat 0.05 level = 2.07
tat 0.01 level = 2.82
Minimum difference required for significance at
0.01 level = 0.55 x 2.82
= 1.55
Difference obtained = 3.37
Group
Experimental
Control
General Means
Since the difference between adjusted means (3.37) is greater than the
minimum required (1.55) for df. 22, this is significant at 0.01 level. It means ;hat the
experimental and control groups differ significantly in their achievement. Since the acjusted
mean score of the experimental group is greater than the control group, it may be concluded
that the students taught through IPM are superior than those taught through CM in the low
intellgence categories.
. - 5.3.1.7 Comparison of IPM and CM with respect to the Scores - Higher : i
Categories on Scientific Attitude Scale - Class Vlll
N
13
12
The total sum of squares, mean square variances and F. ratios forthe pre-
test and post-test scores of the pupils possessing high scientific attitude of the
experimental and control groups were computed. The data are presented in Table - 39.
Mx
1.92
1.33
1.63
MY
8.38
4.08
6.23
Myx (Adjusted)
7.92
4.55
TABLE - 5.39 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND THE CONTROL GROUPS
26.13 Fx = -
3.06 = 8.54 From Table df 1/27
Source of Variation
Among Means
Within Groups
Total
F at 0.05 level = 4.21 363.13
Fy = - 9.97
= 36.42 Fa t 0.01 level = 7.68
The obtained Fx value (8.54) and Fy value (36.42) are greater than the
table value (7.68) for df 1/27 and hence are significant at 0.01 level.
df
1
27
28
The total sum of squares and adjusted mean square variance for post-test
scores were computed. The data are presented in Table-40.
TABLE - 5.40 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS - HIGHER CATEGORIES ON SCIENTIFIC ATTITUDE SCALE
SSx
26.13
82.63
108.76
Fy.x = 420.53 = 53.1 From Table df 1126 - 7.92 F value at 0.05 level = 4.22
F a t 0.01 level = 7.22
SSY
363.13
269.08
632.21
SDy.x
2.81
MSx
26.13
3.06
MSY
363.13
9.97
SSy.x
420.53
205.87
626.40
Source of Variation
Among Means
Within Groups
Total
MS.x
420.53
7.92
SSY
363.13
269.08
632.21
SxY
-97.41
72.27
-25.14
df
1
26
27
SSx
26.13
82.63
108.76
Since the obtained Fy.x value (53.1) is greater than the table value (7.22) the
difference between the scores of the two groups is significant at 0.01 level.
5.3.1.7.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of students in the two groups
were computed. The data are given in Table -41.
TABLE - 5.41 ADJUSTED MEANS OF SCORES FOR POST-TEST OF
STUDENTS IN THE TWO GROUPS-HIGHER CATEGORIES ON
SCIENTIFIC ATTITUDE SCALE
SED = 1.05 From table for df 1/26
tat 0.05 level = 2.06
tat 0.01 level = 2.78
Minimum difference required for significance at 0.01
level = 1.05 x 2.78
= 2.92
Difference obtained = 8.78.
Groups
Experimental
Control
General Means
Since the difference between adjusted means (8.78) is greater than the
minimum required (2.92) this is significant at 0.01 level. It means that the two groups
differ significantly in their achievement. Since the adjusted mean score for the IPM group
is greater than that of CM group, the IPM group is superior to the CM group in their
performance in the post-test. It may therefore be concluded that the students taught
through IPM are better than those taught through CM on the Scientific Attitude Scale for
the higher categories.
N
16
13
Mx
3.94
5.85
4 89
MY
17.5
10.38
13.94
My.x (adjusted)
18.33
9.55
5.3.1.8. Comparison of IPM and CM with respect to the Scores - Lower Categories on Scientific Attitude Scale -Class Vlll
The total sum of squares mean square variances and F-ratios for the low
scientific attitude groups of experimental and control groups were computed. The data
are presented in Table - 42.
TABLE - 5.42 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
F X = - - - 0.13 From Table - df 1/30 0.93
Source of
Variat~on
Among Means
Within Groups
Total
108.78 Fat 0.05 level = 4.17 Fy = - = 41.68
2.61 Fat 0.01 level =756
The obtained Fy value (41.68) is greater than the table value(7.55) and
hence it is significant at 0.01 level.
The total sum of squares and adjusted mean square varlance for post-test
scores were computed. Thr data are presented in Table - 43.
df
1
30
31
TABLE - 5.43 ANALYSIS OF COVARIANCE OF THE SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS- LOWER
CATEGORIES ON THE SCIENTIFIC ATTITUDE SCALE
SSY
108.78
78.44
187.22
SSx
0.12
27.88
28.00
MSx
0.12
0.93
MSY
10a.78
2.61
Source of Variat~on
Among Means
Within Groups
Total -
SSy.x
117.01
40.69
df
1
29
30
MSy.x
117.01
1.40
SDy
1.18
SXY
-3.69
32.44
SSx
0.12
27.88
28.00
SSY
108.78
78.44
187.22
From Table df 1/29
Fat 0.05 level = 4.18
Fat 0.01 level = 7.60
The obtained Fy.x value (83.57) is greaterthan the table value (7.60) and hence
the difference between the scores of the two groups is significant at 0.01 level.
5.3.1.8.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of students in the experimental
and control groups were computed. The data are given as Table -44.
TABLE - 5.44 ADJUSTED MEANS OF SCORES FOR POST-TEST OF
STUDENTS IN THE TWO GROUPS - LOWER CATEGORIES ON
SCIENTIFIC ATTITUDE SCALE.
SED = 0.42 From Table df 1129
t a t 0.05 level = 2.04
ta t 0.01 level =2.76
Minimum difference required for significance at
0.01 level = 2.76 x 0.42
= 1.16
~ i f f e r e n ~ e obtained = 3.85
Since the difference between adjusted means (3.85) is greater than the minimum
Groups
Experimental
Control
General Means
required (1.16) this is significant at 0.01 level. It means that the two groups
differ significantly. The adjusted mean score for the IPM group is greater than
Mx
1.68
1.81
1.75
N
16
16
MY
8.19
4.5
6.35
My.x (adjusted)
8.27
4.42
that of CM group. So it may be concluded that the students taught through IPM
are superior in performance in the post-test compared to the other group
belonging to the low scientific attitude categories.
5.3.1.9 Comparison of IPM and CM with respect tothe Scores of
Scientific Attitude -Class Vlll
The total sum of squares, mean square variances and F-ratios for the pre-
test and post-test scores with respect to scientific attitude of the two groups were computed.
The data are presented in Table -45.
TABLE - 5.45 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND THE CONTROL GROUPS
644.12 Fx= - = 4.20 From Table df 1/78
153.24
Source of
Variance
Among Means
Within Groups
Total
Fa t 0.05 level = 3.96 21 1.25 Fy= - - 206.54
- 1.02 Fa t 0.01 level = 6.96
df
1
78
79
The obtained Fx value (4.20) is greater than the table value (3.96) and
hence it is significant at 0.05 level.
The total sum of squares and adjusted mean square variance for post-test
scores were computed. The data are presented in Table-46
SSx
644.1 2
11 952.77
12596.89
SSY
211.25
16110.3
16321.55
MSx
644.12
153.24
MSY
211.25
206.54
TABLE - 5.46 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS
WlTH RESPECT TO SCIENTIFIC ATTITUDE
1724.36 Fy.x = - = 92.60
18.62 From Table - df 1/77
Source of
Variation
Among Means
Within Groups
Total
Fat 0.05 level = 3.96
Fat 0.01 level = 6.96
The obtained Fyx value (92.6) is greater than the table value (6.96) and
hence the difference between the scores of the two groups is significant at 0.01 level.
df
1
77
78
5.3.1.9.1 Comparison of Adjusted Mean Scores
The adjusted means for the post-test scores of students in the two groups
were computed. The data are given in Table - 5.47.
SSx
644.12
11952.77
12596.89
TABLE - 5.47 ADJUSTED MEANS OF SCORES WlTH RESPECT TO
SCIENTIFIC ATTITUDE IN THE TWO GROUPS
SSY
21 1.25
161 10.3
16321.55
From table, df - 77
SED = 0.97 tat 0.05 level = 1.99
tat 0.01 level = 2.64
Sxy
-368.87
13245.85
12876.98
MY
45.55
42.3
43.93
Mx
27.33
33
30.17
Groups
Experimental
Control
General means
SSyx
1724.36
1433.9
3158.26
My.x (adjusted)
48.7
39.16
N
40
40
MSyx
1724.36
18.62
SDy.x
4.32
Minimum difference required for significance at
0.01 level = 0.97 x 2.64
= 2.56
Difference obtained = 9.54
Since the difference between the adjusted means (9.54) is greater than
the minimum required (2.56) this is significant at 0.01 levlel. It means that the two groups
differ significantly in their achievement with respect to scientific attitude. Since the adjusted
mean score for IPM group is greater than that of CM group, the IPM group is superior to
CM group in scientific attitude. It may therefore be concluded that the students taught
through IPM are betterthan those taught through CM, with respect to scientific attitude.
5.4.1 Comparison of the Pre-Test and Post-Test Scores
of Scientific Attitude when IPM is used -Class Vlll
The performance of pupils taught by IPM in the pre-test and post-test in
scientific attitude were compared and the difference in their performance was tested for
significance by finding the critical ratio (CR) using the formula,
The data and results of test of significance are given in Table - 48.
TABLE - 5.48 RESULTS OF TEST OF SIGNIFICANCE OF THE
DIFFERENCE BETWEEN THE MEANS OF THE PRE-TEST
AND POST-TEST SCORES OF IPM GROUP
Result of test of Significance
Significant
?
Scores
Pre-Test
Post-Test L
CR
6.17
Level of Significance
0.01
No. of Students
40
40
Mean
27.32
45.55
SD
11.65
14.57
It can be seen from the table that the cr~tical ratio is greater than 2.58.
Hence it is significant at 0.01 level. It means that there is significant difference in scientific
attitude scores of the pre-test and post-test. Since the mean score of the post-test is
greater than that of the pre-test it can be concluded that IPM is effective in producing
significant scientific attitudinal changes in the pupils.
5.4.2 Comparison of the Pre-Test and Post-Test Scores of Scientific
Attitude when CM is used -Class Vlll
The performance of pupils taught by CM in the pre-test and post-test in
scientific attitude were compared and the difference in their performance was tested for
significance by finding the critical ratio. The data and results of test of significance are
given in Table - 49.
TABLE - 5.49 RESULTS OF TEST OF SIGNIFICANCE OF THE DIFFERENCE
BETWEEN THE MEANS OF THE PRE-TEST AND
POST-TEST SCORES OF CM GROUP
It can be seen from the table that the critical ratio is greater than 2.58.
Hence it is significant at 0.01 level. It means that there is significant difference in scientific
attitude scores of the pre-test and post-test. Since the mean score of the post-test is
greater than that of the pre-test it can be concluded that the conventional method of teaching
is also effective in producing significant positive change in scientific attitude in the pupils.
Result of Test of Significance
sign~ficant
CR
3.12
SD
12.78
13.81
Scores
Pre-Test
Post-Test
Level of Sign~ficance
0.01
No.of Students
40
40
Mean,
33
42.3
5.5.1 Analysis of the Entries of the Observation Schedule Class Vlll
The ratings obtained from the observation schedules were converted into
scores and then analysed. The results are summarised in Tables - 50,51, and 52.
TABLE 5- 50 THE SCORES OBTAINED FOR THE
OBSERVATION SCHEDULE OF CAM
The range of scores possible is 18 - 72. The mean score obtained is 46.6.
This is much more than the midpoint of the range, that is 45. This in dicates that the
procedure followed by the teacher has been rated to be satisfactory with reference to the
expected procedure.
Teacher No.
1
2
3
TABLE - 5.51 THE SCORES OBTAINED FOR THE
OBSERVATION SCHEDULE OF ITM
Marks Assigned
44
50
46
The range of scores possible is 20-80. The mean score obtained is 61.33.
This is more than the midpoint of the range, that is 50. This indicates that the procedure
followed by the teacher has been rated to be satisfactory with reference to the expected
~rocedure.
Mean
46.6
Mean
61.33
Teacher No.
1
2
3
Marks Ass~gned
61
60
63
TABLE - 5.52 THE SCORES OBTAINED FOR THE
OBSERVATION SCHEDULE OF AOM
The range of scores possible is 0 - 56. The mean score obtained is 42.
This is much more than the midpoint of the range that is 28. This indicates that the
procedure followed by the teacher has been rated to be satisfactory with respect to the
expected procedure.
Teacher No.
1
2
3
5.3.2.1 Comparison of IPM and CM -Test as a Whole -Class IX
The total sum of squares. Mean square variances and 'F - ratios for the
pre-test and post-test scores of the experimental and control groups were computed.
The data are given as Table - 53.
Marks Assigned
44
40
42
TABLE - 5.53 ANALYSIS OF VARIANCE OF THE SCORES FOR
THE EXPERIMENTAL AND CONTROL GROUPS
Mean
42
Fx = 0 From Table df 1/78
Fat 0.05 level = 3.96
340.32 = 32.66 Fy= - Fat 0.01 level = 6.96 10.42
MSx
0
0.35
Source of Variation
Among Means
Within Groups
Total
MSY
340.32
10.42
SSx
0
27.55
27.55
df
1
78
79
SSY
340.32
812.57
1 152.89
The obtained Fy value (32.66) is greater than the table value (6.96). It is
significant at 0.01 level. The total sum of squares and adjusted mean square variances
for post-test scores were computed. The data are given as Table-54.
TABLE - 5.54 ANALYSIS OF COV ARIANCE OF THE SCORES OF THE
PRE-TEST AND POST-TEST OF THE EXPERIMENTAL
AND CONTROL GROUPS
- -
Fy.x = - 340'32 - - 724.08 0.47
From Table df - 77
From 0.05 level = 3.96
From 0.01 level = 6.96
Source of Variation
Among Means
Within Groups
Total
The obtained Fyx value (724.08) is greaterthan the table value (6.96) and
so the difference between the scores of the two groups is significant at 0.01 level.
5.3.2.1.1 Comparison of Adjusted Mean Scores
df
1
77
78
The adjusted means for the post-test scores of students in the experimental
and control groups were computed. The data are given as Table - 55.
SSx
0
27.55
27.55
TABLE - 5.55 ADJUSTED MEANS OF SCORES FOR THE POST -TEST OF
STUDENTS IN THE EXPERIMENTAL AND CONTROL GROUPS
SSY
340.32
812.57
1152.89
Sxy
0
146.27
146.27
My.x(adjusted)
13.50
6.48
MY
12.73
7.25
9.99
SSy.x
340.32
35.99
Mx
2.9
3.88
3.39
Groups
Experimental
Control
General Means
N
40
40
MSyx
340.32
0.47
SDy.x
0.68
From Table df - 77
SED = 0.15 t at 0.05 level = 1.99
ta t 0.01 level = 2.64
Minimum difference of adjusted means required for significance at
0.01 level = 0.15 x 2.64
= 0.40
Difference obtained = 4.12
Since the difference between adjusted means (4.12) is greater than the
minimum required (0.40) for df, 77 this is significant at 0.01 level. It means that the
experimental and control groups differ significantly in their achievement. Since the adjusted
mean score of the experimental group is greater than that of the control gorup, the
experimental group is superior in their performance in the post-test. It may therefore be
concluded that the students taught through IPM are better than those taught through CM.
5.3.2.2 Comparison of IPM and CM with respect to the
'Knowledge' Level - Class lX
The total sum of squares, mean square variance and F-ratios for the pre-
test and post-test scores with respect to knowledge level questions of the two groups
were computed. The data are grven as Table-56.
TABLE - 5.56 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Source of Variation
Among Means
Within Groups
Total
df
1
78
79
SSx
0.02
16.97
16.99
SSY
6.62
62.87
69.49
MSx
0.02
0.22
MSY
6.62
0.81
0.02 F x = -
0.22 = 0.09 From Table - df 1/78
Fat 0.05 level = 3.96
Fat 0.01 level = 6.96
The obtained Fy value (8.17) is greater than the value (6.96) it is significant
at 0.01 level.
The total sum of squares and adjusted mean square variance for post-test
scores were computed. The data are presented as Table - 57.
TABLE - 5.57 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST AND
POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS WITH
RESPECT TO KNOWLEDGE LEVEL
6.98 Fy.x = - = 9.56 From Table - df 77
0.73 Fat 0.05 level =3.96
Fat 0.01 level = 6.96
Source
of Variation
Among Means
Within Groups
Total
The obtained Fy.x value (9.56) is greater than the table value (6.96) and
hence the difference between the scores of the two groups is significant at 0.01 level.
5.3.2.2.1 Comparison of Adjusted Means
df
1
77
78
The adjusted means forthe post-test scores of students in the experimental
and control groups were computed. The data are given as Table - 58.
SSx
0.02
16.97
16.99
SSY
6.62
62.87
69.49
Sxy
-0.29
10.55
10.26
SSy.x
6.98
56.31
63.29
MS.x
6.98
0.73
SDy.x
0.86
TABLE - 5.58 ADJUSTED MEANS OF SCORES WITH RESPECT TO
KNOWLEDGE LEVEL OF STUDENTS IN THE TWO GROUPS
SED = 0.15 From table - df 77
ta t 0.05 leveI=1.99
ta t 0.01 level = 2.64
Minimum difference required for significance at
0.01 level = 0.15 x 2.64
= 0.39
Difference obtained = 0.59
Groups
Experimental
Control
General Means
Since the difference between adjusted means (0.59) is greater :%an the
minimum required (0.39) this is significant at 0.01 level. It means that the two groups
differ significantly in their achievements. Since the adjusted mean score of the lP?A group
is greater than that of CM group, the students taught through IPM are superior n their
performance in the post test compared to those taught through CM with resaect to
knowledge levelof cognitive achievement.
5.3.2.3 Comparison o f IPM a n d CM with respect t o the
Comprehension Level -C lass IX
N
40
40
The total sum of squares mean squares variance and F- ratios for*e pre-
test and post-test scores with respect to comprehension questions of the two groups
were computed. The data are presented in Table - 59.
Mx
1.98
2
1.99
MY
3.55
2.98
3.27
Myx(aqusted
3.55
2.57
TABLE - 5.59 ANALYSIS OF VARIANCE OF THE SCORES FOR
THE EXPERIMENTAL AND CONTROL GROUPS
0'02 = 0.06 Fx= - From Table, df 1/78 0.34
Fat 0.05 level = 3.96 54.45
Fy= - = 28.25 F at 0.01 level = 6.96 1.93
The obtained Fy value (28.25) is greater than the table value 6.96) and
hence it is significant at 0.01 level.
Source of
Variation
Among Means
Within Groups
Total
The total sum of squares and adjusted mean square variances for post-
df
1
78
79
SSx
0.02
26.97
26.99
test were computed. The data are given as table - 60
TABLE - 5.60 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST AND
POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS WITH
RESPECT TO COMPREHENSION LEVEL
SSY
54.45
150.35
204.80
54'12 = 27.90 Fy.x = - From table df 1/77 1.94
F at 0.05 level = 3.96
F at 0.01 level = 6.96
MSx
0.02
0.34
Source of Variation
Among Means
Within Groups
Total
54.45
1.93
df
1
77
78
SSY
54.45
150.35
204.80
SSy.x
54.12
149.43
203.55
SSx
0.02
26.97
26.99
SXY
-0.82
-4.98
-5.8
MSy.x
54.:2
1 . 9
SDy.x
1.39
The Fy.x value (27.90) is greater than the table value (6.96) and hence the
difference between the scores of the two groups is significant.
5.3.2.3.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of students in the experimental
and control groups were computed.The data are given in Table -61
TABLE - 5.61 ADJUSTED MEANS OF SCORES WITH RESPECT TO
COMPREHENSION LEVEL OF STUDENTS IN THE TWO GROUPS
SED =0.31 From table .df -77
t at 0.05 level =I .99
tat 0.01 level =2.64
Groups
Experimental
Control
General Means
Minimum difference required for significance at 0.01 level
= 2.64 x0.31 =0.82
Difference obtained =I .65
Since the difference between adjusted means (1.65) is greater than the
minimum required (0.82) for df-77,this is significant at 0.01 level. It means that the
experimental and control groups differ significantly in their achievementsince the adjusted
mean score for the experimental group is greater than that of the control grouplit can be
concluded that the group taught through IPM are better than those taught through the
conventional method with respect to 'comprehension'level of cognitive achievement.
N
40
40
Mx
0.6
0.63
0.62
MY
7.03
5.38
6.21
My.x (adjusted)
7.03
1.65
5.3.2.4 Comparison of IPM with CM with respect to the Application Level -Class IX
The total sum of squares.mean square variances and F-ratios for the pre-
test and post-test scores with respect to application level questions of the two groups
were computed. The data are presented in Table -62
TABLE 5.62 ANALYSIS OF VARIANCE OF THE SCORES
FOR THE EXPERIMENTAL AND CONTROL GROUPS.
From Table -df-78
Fat 0.05 level =3.96
source of Variation
Among Means
Within Groups
Total
=36.15 F at 0.01 level =6.96
The Fy value obtained (36.15) is greaterthan the table value (6.96) it is significant
at 0.01 level
df
1
78
79
The total sum of squares and adjusted mean square variances for post-
test scores were computed.The data are given in Table -63
TABLE 5.63 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST AND
POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS WITH
RESPECT TO APPLICATION LEVEL.
SSx
0
0
0
SSY
88.21
190.54
278.75
MSx
0
0
SSy.x
88.21
190.54
278.75
Source of Variation
Among Means
Within Groups
Total
MSY
88.21
2.44
SSY
88.21
190.54
278.75
MSy.x
88.21
2.47
SXY
0
0
0
df
1
77
78
S0y.x
1.57
SSx
0
0
0
88.21 Fy.x = - =35.71 From table - df -77
2.47 Fat 0.05 level =3.96
Fat 0.01 level =6.96
The Fy.x value (35.71) is greaterthan the table value (6.96pso the difference
between the scores of the two groups is significant at 0.01 level.
5.3.2.4.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of students in the experimental
and control groups were computed.The data are presented in Table -64
TABLE 5.64 ADJUSTED MEANS OF SCORES FOR THE POST TEST OF
STUDENTS IN THE EXPERIMENTAL AND CONTROL GROUPS
SED = 0.35 From table -df 77,
ta t 0.05 level = 1.99
tat 0.01 level = 2.64
Minimum difference required for significance at 0.01 level
=2.64 x 0.35 = 0.92
Difference obtained = 2.1
Since the difference between the adjusted means (2.1) is greater than the
minimum required(0.92)this is significant at 0.01 level.lt means with the two groups differ
significantly in their achievement with respect to application level questions.Since the
adjusted mean score for the experimental group is greater than that of the control group,it
Groups
Expermental
Control
General Means
My / My.x(adjusted) N
40
40
5.68
3.58
Mx
0
0
5.68
3.58
4.63 1
can be concluded that the group of students taught through IPM are superior to CM group
with respect to application level of cognitive achievement.
5.3.2.5 Comparison of IPM and C M with respect t o the Scores o f
High intel l igence Categories -Class IX
The total sum of squares, mean square variances and F-ratios for the
pre-test and post -test scores of the high intelligence categories of the experimental
and control groups were computed. The data are presented in table -65
TABLE 5.65 ANALYSIS OF VARIANCE OF SCORES FOR THE EXPERIMENTAL
AND CONTROL GROUPS
0.29 Fx = - = I .36
0.21 From table - df -1 2
F at 0.05 level =4.75
Fa t 0.01 level =9.33
The obtained Fy value (28.33 is greater than the table value (9.33)for df-12
and hence it is significant at 0.01 level.
Source of Variation
Among Means
Within Groups
Total
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are given as Table - 66
df
1
12
13
SSx
0.29
2.57
2.86
SSY
120.07
50.86
170.93
MSx
0.29
0.21
MSY
120.07
4.24
TABLE 5.66 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST AND
POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS UNDER THE
HlGH INTELLGENCE CATEGORIES
134.71 Fy.x = - =22.97 From table -df -1 I
5.87
Source of Variation
Among Means
Within Groups
Total
Fat 0.05 level =4.84
Fat 0.01 level =9.65
The obtained Fy.x value (22.97) is greater than the table value (9.65) for
df-11 ,and hence the difference between the scores of the two groups is significant
at 0.01 level.
df
1
11
12
5.3.2.5.1 Comparison of Adjusted Means
The adjusted means forthe post-test scores of students in the experimental
and control groups were computed.The data are presented in Table -67
SSx
0.29
2.57
2.86
TABLE 5.67 ADJUSTED MEANS OF SCORES IN THE HlGH INTELLIGENCE
CATEGORIES OF STUDENTS IN THE TWO GROUPS
SSY
120.07
50.86
170.93
SED = 0.96 From table -df 11
t at 0.05 level = 2.20
SXY
-5.85
6.14
0.29
My.x(adjusted)
22.22
15.67
MY
21.86
16
18.93
Groups
Experimental
Control
General Means
SSy.x
134.71
36.19
170.90
N
7
7
IrlSy.x
134.71
5.87
Mx
3.14
3.43
3.28
Si3y.x
1.81
tat 0.01 level = 3.1 1
Minimum difference required for significance at 0.01 level
=0.96x3.11
=3.01
Difference obtained = 6.55
Since the difference between adjusted means (6.55) is greater than the
minimum required (3.0l),this is significant at 0.01 level.lt means that the experimental
and control groups dlffer sign~ficantly in their achievement. Since the adjusted mean score
for the experimental group is greater tahan that of the control group.the student taught
under IPM are superior in their performance in the post test compared to that of CM group
in the high intelligence categones.
5.3.2.6 Comparison of IPM and CM with respect to the Scores
of Low intelligence Categories -Class IX
The total sum of squaresmean square variances and F-ratios for the pre-
test and post -test scores of the !ow intelligence categories of the experimental and control
groups were computed. The data are presented in table -68
TABLE 5.68 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
From table - df -12
Fat 0.05 level =4.75
MSx
0.49
0.32
SSY
84.3
53.2
137.5
MSY
84.3
4.43
SSx
0.49
3.88
4.37
Source of Variation
Among Means
Within Groups
Total
df
1
12
13
Fy = - 84.3 =19.03 4.43
Fat 0.01 level =9.33
The obtained fy value (19.03) is greater than the table value (9.33) for df-12
and hence it is significant at 0.01 level.
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are given as Table -69
TABLE 5.69 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST AND
POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS UNDER THE
LOW INTELLGENCE CATEGORIES
55'58 =15.23 From table -df -1 1 Fy.x = - 3.65
Source of Variataion
Among Means
Within Groups
Total
Fat 0.05 level =4.84
F at 0.01 level =9.65
The obtained F y x value (15.23) is greater than the table value (9.65) for
df-11 ,and hence the difference between the scores of the two groups is significant
at 0.01 level.
d f
1
11
12
5.3.2.6.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of students in the experimental
and control groups were computed.The data are given as Table-70
SSx
0.49
3.88
4.37
SSY
84.3
53.2
137.5
Sxy
6.38
7.12
13.5
SDy.x
1.91
SSy.x
55.58
40.12
95.7
MSy.x
55.58
3.65
TABLE 5.70 ADJUSTED MEANS OF SCORES UNDER THE LOW INTELLIGENCE
CATEGORIES OF STUDENTS IN THE TWO GROUPS
SED = 1.03 From table -df 11
ta t 0.05 level = 2.20
tat 0.01 level = 3.1 1
Mintmum difference required for significance at 0.01 level
= 1.03x3.11 =3.20
Difference obtained = 4.26
Since the difference between adjusted means (4.26) is greater than the
minimum required (3.20),this is significant at 0.01 level.lt means that the experimental
and control groups differ significantly in their achievement. Since the adjusted mean score
for the experimental group is greater than that of the control group.the experimental group
is superior in their performance.lt may threfore be concluded that the students taught
through IPM are betterthan the those taught through CM in the low intelligence categories.
Groups
Experimental
Control
General means
5.3.2.7 Comparison o f IPM and CM w i th respect t o Scores-Higher
Categories o n Scient i f ic At t i tude Scale - Class IX
Mx
2.38
2
2.19
N
8
6
The total sum of squares.mean square variances and F ratios for the pre-
test and post -test scores of the pupils possessing high scientific attitude ofthe experimental
and control groups were computed. The data are given as table -71
MY
13.63
8.67
11.15
My.x(adjusted)
13.28
9.02
TABLE 5.71 ANALYSIS OF VARIANCE OF THE SCORES FOR
THE EXPERIMENTAL AND CONTROL GROUPS
-1 2.66 FX = - = -35.17 From table - df -16
0.36 F at 0.05 level =4.49
204.96 Fy = - =26.45 Fat 0.01 level =8.53
7.75
MSY
204.96
7.75
The Fy value (26.45)is greater than the table value (8.53) and hence it is
significant at 0.01 level.
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are given as Table -72
SSY
204.96
123.98
328.94
SSx
-1 2.66
5.77
-6.89
Source of Variation
Among Means
Within Groups
Total
TABLE 5.72 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST AND
POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS - HIGHER
CATEGORIES ON SCIENTIFIC ATTITUDE SCALE
MSx
-1 2.66
0.36
df
1
16
17
320.74 Fy.x = - =73.4 From table -df -1 5
4.37
Source of
Variation
Among Means
Within Groups
Total
F at 0.05 level =4.54
Fa t 0.01 level =8.68
df
1
15
16
SSx
-12.66
5.77
-6.89
SSY
204.96
123.98
328.94
Sxy
1.54
18.35
19.89
SSy.x
320.74
65.62
386.36
MSy.x
320.74
4.37
SDy.x
2,09
The Fy.x value (73.4) is greater than the table value (8.68) for df-15 ,and
hence the difference between the scores of the two groups is significant at 0.01 level.
5.3.2.7.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of students in the experimental
and control groups were computed.The data are given as Table-73
TABLE 5.73 ADJUSTED MEANS OF SCORES FOR POST-TEST OF STUDENTS
IN THE TWO GROUPS-HIGHER CATEGORIES ON SCIENTIFIC
ATTITUDE SCALE
SED = 1.01 From table -df 15
t at 0.05 level = 2.13
ta t 0.01 level = 2.95
Min~mum difference required for significance at 0.01 level
= 1.01x2.95
= 2.98
Difference obatained = 6.67
Groups
Experimental
Control
General Means
Since the difference between adjusted means (6.67) is greater than the
minimum required (2.98),this is significant at 0.01 level.lt means that the experimental
and control groups differ significantly in their achievements.The adjusted mean score for
the experimental group is greater than that of the control group.lt shows that the students
taught through IPM are superior in their performance compared to those taught through
CM on the Scientific Attitude Scale for the higher categories.
N
7
11
Mx
3.14
3.09
3.12
MY
21.29
14.36
17.82
My.x(adjusted)
21.23
14.46
5.3.2.8 Compar ison of IPM and CM with respect t o the Scores-Lower
Categories on Scientif ic Attittude Scale -Class IX
The total sum of squares,mean square variances and F ratios for :he pre-
test and post -test scores of the pupils possessing low scientific attitude of the expenmental
and control groups were computed.The data are given as table -74
TABLE 5.74 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fat 0.05 level =4.41
Fy = - 92'45 =I760 Fa t 0.01 level =8.28 5.25
Source of
Variation
Among Means
Within Groups
Total
The Fy value (17.60)is greater than the table value (8.28) and hence it is
significant at 0.01 level.
The total sum of squares and adjusted mean square variance for cost-test
scores were computed. The data are given as Table -75
1.25 Fx = - = 4.31
0.29 From table - df -18
df
1
18
19
TABLE 5.75 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE -TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS - LOWER
CATEGORIES ON SCIENTIFIC ATTITUDE SCALE
SSx
1.25
5.30
6.55
Source of Variation
Among Means
Within Groups
Total
SSY
92.45
94.5
186.95
df
1
17
18
MSx
1.25
0.29
MSy
22.45
5.25
SSx
1.25
5.30
6.55
SSY
92.45
94.5
186.95
Sxy
10.75
12.60
23.35
SSy.x
39.16
64.55
103.71
MSy.x
39.16
3.79
SDy.x
1.95
From table -df -17
Fat 0.05 level =4.45
Fat 0.01 level =8.40
The Fy.x value (10.33)is greater than the table value (8.40) for df - :7, and
hence the difference between the scores of the two groups is significant at 0.01 level.
5.3.2.8.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of students in the two youps
were computed.The data are given as Table-76
TABLE 5.76 ADJUSTED MEANS OF SCORES FOR POST -TEST
OF STUDENTS IN THE TWO GROUPS - LOWER CATEGORIES
ON SCIENTIFIC ATTITUDE SCALE
SED = 0.87 From table -df-17
ta t 0.05 level = 2.1 1
ta t 0.01 level = 2.90
Minimum difference required for significance at 0.01
level = 0.87x2.90
= 2.52
Difference obtained = 3.12
Since the difference between adjusted means (3.12) is greater than the
minimum required (2.52)for df-17,this is significant at 0.01 level.lt means that the
Groups
Experimental
Control
General Means
Mx
2.4
1.9
2.15
N
10
10
MY
13.7
9.4
11.55
My.x(adj~sted)
13.1:
9.95
experimental and control groups differ significantly in their achievements.The adjusteg
mean score for the experimental group is greater than that of the control group.So it ma:,
be concluded that the students taught through IPM are betterthan the those taught throucn
CM with respect to the lower categories on Scientific Attitude Scale.
5.3.2.9 Comparison of IPM and CM with respect to Scores of
Scientific Attitude Class IX
The total sum of squares,mean square variances and F ratios for the pre-
test and post -test scores wjth respect to scientific attitude of the two groups were
computed.The data are presented in Table 77.
TABLE 5.77 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS -
36.45 Fx = - = 0.35 From table , df -78
103.03 Fat 0.05 level =3.96
Source of Variation
Among Means
Within Groups
Total
1 767.2 Fy = -
133.53 =13.23 Fat 0.01 level =6.96
MSx
36.25
103.03
The Fy value (13.23)is greater than the table value (6.96) and hence it is
significant at 0.01 level.
MSY
1767.2
133.53
df
1
78
79
The total sum of squares and adjusted mean square variance for post-test
scores were computed. The data are given as Table -78
SSx
36.45
8036.3
8072.75
SSY
1767.2
1041 5
12182.2
TABLE 5.78 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE - TEST
AND POST - TEST OF THE EXPERIMENTAL AND CONTROL GROUPS WlTH
RESPECT TO SCIENTIFIC ATTITUDE
1247.67 Fyx = - =135.91 From table -df -77
9.18
Source of Variation
Among Means
Within Groups
Total
Fa t 0.05 level =3.96
Fa t 0.01 level =6.96
The Fyx value (135.91)is greaterthan the table value (6.96) for df -77, and
hence the difference between the scores of the two groups is significant at 0.01 level.
5.3.2.9.1 Comparison of Adjusted Means
df
1
77
78
The adjusted means for the post-test scores of students in the two groups
were computed.The data are grven as Table-79
TABLE 5.79 ADJUSTED MEANS OF SCORES WlTH RESPECT TO SCIENTIFIC
ATTITUDE IN THE TWO GROUPS
SSx
36.45
8036.3
8072.75
SED = 0.68
SSY
1767.2
10415
12182.2
From table -df-77
ta t 0.05 level = 1.99
ta t 0.01 level = 2.64
Groups
Experimental
Control
General Means
Sxy
253.8
8832.7
9086.5
Mx
32.05
30.7
31.37
N
40
40
SSy.x
1247.67
706.98
1954.65
MY
47.55
38.15
42.85
My.x(adjusted)
46.81
38.68
MSy.x
1247.67
9.18
5Dy.x
3.03
Minimum difference required for s~gnificance at 0.01
level = 0.68 x 2.64
= 1.80
Difference obtained = 8.13
Since the difference between adjusted means of scores (8.13) is greater
than the minimum required (1.80),this is significant at 0.01 level.lt means that the
experimental and control groups differ significantly in their achievements. The adjusted
mean score for the experimental group is greater than that of the control group. Hence
it may be concluded that the group taught through IPM is superior in its performance
with respect to scientific attitude compared to the group taught through the conventional
method.
5.4.3. Comparison of the Pre-Test and Post-Test Scores of Scientific
Attitude when IPM is used -Class IX
The performance of pupils taught by IPM in the pre-test and post test in
scientific attitude were compared and the difference in their performance was tested for
significance by finding the critical ratio (CR).The data and results of test of significance
are given in table -80
- TABLE - 5.80 RESULTS OF TEST OFSIGNIFICANCE OF THE DIFFERENCE
BETWEEN THE MEANS OF PRE-TEST AND POST-TEST
SCORES OF IPM GROUP
Scores
Pre-Test
Post-Test
No.of students
40
40
Mean
32.05
47.55
SD
11.27
13.25
CR
5.64
Level of Significance
0.01
Result of Test of
Significance.
Significant
It can be seen from the table that the critical ratio is greaterthan 2.58.Hence
it is significant at 0.01 level.lt means that there is significant difference between the scores
of the pre-test and post-test.Since the mean score of the post-test is greater than that of
the pre-test.it can be concluded that IPM is effective in producing significant scientific
attitudinal changes in the pupils.
5.4.4. Comparison of the Pre-Test and Post-Test Scores of Scientific
Attitude-when CM is used-Class IX
The performance of pupils taught by CM in the pre-test and post test in
scientific attitude were compared and the difference in their performance was tested for
significance by finding the critical ratio (CR).The data and results of test of significance
are given in table -81
TABLE - 5.81 RESULTS OF TEST OF SIGNIFICANCE OF THE DIFFERENCE
BETWEEN THE MEANS OF THE PRE-TEST AND POST-TEST
SCORES OF CM GROUP
It can be seen from the table that the CR is greater than 2.58.Hence it is
significant at 0.01 level.lt means that there is significant difference between the scores of
the pre-test and post-test.Since the mean score of the post-test is greater than that of the
pre-test.it can be concluded that CM is also effective in producing significant scientific
attitudinal changes in the pupils.
Scores
Pre-Test
Post-Test
Mean
30.7
38.15
N
40
40
SD
8.6
9.21
CR
3.74
Level of
significance
0.01
Result of
the Test of Signifcance.
Significant
5.5.2. Analysis of the Entries of the Observation Schedule - Class IX
The ratings obtained from the observation schedule were converted into
scores and then analysed.The results are summarised in Tables -82,83 and 84
TABLE 5.82 THE SCORES OBTAINED FOR THE OBSERVATION
SCHEDULE OF CAM
The range of scores possible is 18-72. The mean score obtained is
46.6.This is much more than the midpoint of the range (45). This indicates that the
procedure followed by the teacher has been rated to be satisfactory with reference to the
expected procedure.
TABLE 5.83 THE SCORES OBTAINED FOR THE OBSERVATION
SCHEDULE OF ITM
Mean
46.6
Teacher No.
1
2
3
Marks Assigned
42
48
50
The range of scores possible is 20-80. The mean score obtained is 62
This is much more than the midpoint of the range (50). This indicates that the procedure
followed by the teacher has been rated to be satisfactory with reference to the expected
procedure.
Mean
62
Teacher No.
1
2
3
Marks Assigned
62
64
60
TABLE 5.84 THE SCORES OBTAINED FOR THE OBSERVATION
SCHEDULE OF AOM
The range of scores possible is 0-56. The mean score obtained is 46
.This is much more than the midpoint of the range(28). This indicates that the procedure
followed by the teacher has been rated to be satisfactory with reference to the expected
procedure.
Teacher No.
1
2
3
5.3.3.1 Comparison of IPM and CM -Test as a Whole -Class X
The total sum of squares.mean square variances and F ratios for the pre-
test and post -test scores of the experimental and control groups were computed.The
data are given as Table-85
Marks Assigned
46
44
48
TABLE 5.85 ANALYSIS OF VARIANCE OF THE SCORES FOR
THEEXPERIMENTAL AND CONTROL GROUPS
Mean
46
375.02 Fx = - =145.92 From table , df -78
2.57 F at 0.05 level =3.96
374'12 ~ 3 4 . 0 4 Fy = - Fat 0.01 level =6.96 10.99
SSx
375.02
200.47
575.49
SSY
374.12
857.37
1231.49
. Source of Variation
Among Means
Within Groups
Total
df
1
78
79
MSx
375.02
2.57
MSY
374.12
10.99
The Fx value (145.92) and Fy value (34.04) are greater than the table
value (6.96) and hence are significant at 0.01 level.
The total sum of squares and adjusted mean square variance 'or post-test
scores were computed. The data are given as Table - 86
TABLE - 5.86 ANALYSIS OF COVARIANCE OF SCORES OF THE
PRE-TEST AND POST-TEST OF THE EXPERIMENTAL
437.03 Fy.x = - = 55.74 From table -df -77
7.84 F at 0.05 level =3.96
Fat 0.01 level =6.96
AND CONTROL GROUPS
The Fy.x value ( 55.74)is greater than the table value (6.96 and hence
the difference between the scores of the two groups is significant at 0.01 levtl.
5.3.3.1.1 Comparison of Adjusted Means
Souice of Variation
Among Means
Within Groups
Total
The adjusted means for the post-test scores of students in the two groups
were computed.The data are presented in Table-87
SSx
375.02
200.47
575.49
df
1
77
78
TABLE - 5.87 ADJUSTED MEANS OF SCORES FOR THE POST-TEST OF
STUDENTS IN THE EXPERIMENTAL AND CONTROL GROUPS
SSY
374.12
857.37
1231.49
1 control 1 40 1 3.15 1 9.98 1 70.68 1
Groups
Experimental
Sxy
105.96
225.65
331.61
N
40
SSyx
437.03
603.38
1040.41
Mx
4.38
MSy.x
437.13
7.74
SDy.x
2.8
MY
14.3
My.x(adjusted)
13.61
SED = 0.63 From table -df-77
tat 0.05 level = 1.99
tat 0.01 level = 2.64
Minimum difference required for significance at 0.01
level = 0.63x2.64
= 1.66
Difference obtained = 2.93
Since the difference betweeen adjusted means (2.93) is greater than the
minimum required (1.66)fordf-77,this is significant at 0.01 level.lt means that the
experimental and control groups differ significantly in their achievements.Since the adjusted
mean score for the experimental group is greater than that of the control group,it can be
concluded that the group taught through IPM is superior in its performance compared to
CM group.
5.3.3.2 Comparison of IPM and CM with respect to the
'Knowledge' Level -Class X
The total sum of squares.mean square variances and F ratios for the pre-
test and post -test with respect to knowledge level questions of the two groups were
computed.The data are presented in Table 88.
TABLE 5.88 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
SSx
1.8
35.75
37.55
SSY
8.45
72.10
80.55
- Source of Variation
Among Means
Within Groups
Total -
df
1
78
79
MSx
1.8
0.46
MSY
8.45
0.92
1.8 Fx = - ~ 3 . 9 1 From table , df -78
0.46
Fat 0.05 level =3.96 8.45
Fy =- =9.18 0.92
Fat 0.01 level =6.96
The fy value ( 9.18) is greater than the table value (6.96) and hence it is
significant at 0.01 level. The total sum of squres and adjusted mean square variance for
post-test scores were computed. The data are given as Table -89
TABLE - 5.89 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS WITH
RESPECT TO KNOWLEDGE LEVEL
3.82 Fyx = - = 5.23
0.73 From table -df -77
Fat 0.05 level =3.96
F at 0.01 level ~ 6 . 9 6
Source of
Variation
Among Means
Within Groups
Total
The Fy.x value ( 5.23)is greaterthan the table value (3.96) and hence the
difference between the scores of the two groups is significant at 0.05 level.
5.3.3.2.1 Comparison of Adjusted Means
df
1
77
78
SSY
8.45
72.10
80.55
The adjusted means for the post-test scores of students in the experimental
and control groups were computed.The data are given as Table-90
SSx
1.8
35.75
37.55
Sxy
3.9
24.05
27.05
SSy.x
3.82
55.93
59.75
MSy.x
3.82
0.73
SDyx
0.85
TABLE - 5.90 ADJUSTED MEANS OF SCORES WITH RESPECT TO
KNOWLEDGE LEVEL OF STUDENTS IN THE TWO GROUPS
SED = 0.19 From table -df-77
tat 0.05 level = 1.99
t at 0.01 level = 2.64
Minimum difference required for significance at 0.05
level =0.19x 1.99
= 0.37
Difference obtained = 0.45
Groups
Experimental
Control
General Means
Since the difference between adjusted means (0.45) is greater than the
minimum required (0.37),this is significant at 0.05 level.lt means that the experimental
and control groups differ significantly in their achievements.Since the adjusted mean score
of the IPM group is greaterthan that of the CM group,the students taught through IPM are
superior in their performance compared to the CM group with respect to knowledge level
of cognitive achievement.
5.3.8.3 Comparison of IPM and CM -with respect to the
'Comprehension' level - class X
N
40
40
The total sum of squares,mean square variances and F ratios for the pre-
test and post -test scores with respect to comprehension questions of the two groups
were computed.The data are given as Table-91
Mx
2.23
1.93
2.08
MY
3.5
2.85
3.22
My.x(adjusted)
3.40
2.95
TABLE - 5.91 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
7.2 FX = - = 6.26
1.15 From table , df -78
Source of
Var~ation
Among Means
Within Groups
Total
fat 0.05 level =3.96
96'8 =22.94 Fy = - Fat 0.01 level =6.96 4.22
df
1
78
79
The Fx value ( 6.26) greaterthan the table value (3.96) and hence significant
at 0.05 level and Fy value is greater than 6.96 and hence significant at 0.01 level
The total sum of squares and adjusted mean square variance for post-test
scores were computed. The data are given as Table -92
SSx
7.2
90
97.2
TABLE - 5.92 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS WITH
RESPECT TO COMPREHENSION LEVEL
SSY
96.8
329.4
426.2
54.12 Fy.x = - = 17.16 From table -df -77
1.94 Fa t 0.01 level = 6.96
MSx
7.2
1.15
SDy.x
2.01
.
MSY
96.8
4.22
SSy.x
69.51
312.15
381.66
Source of Variation
Among Means
Within Groups
Total
MSy.x
69.51
4.05
SSY
96.8
329.4
426.2
Sxy
26.4
39.4
65.8
df
1
77
78
SSx
7.2
90
97.2
Fat 0.01 level =6.96
The Fy.x value ( 17.16)is greaterthan the table value (6.96) and hence the
difference between the scores of the two groups is significant at 0.01 level.
5.3.3.3.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of students in the two groups
were computed.The data are presented in Table-93
TABLE - 5.93 ADJUSTED MEANS OF SCORES WITH RESPECT TO
COMPREHENSION LEVEL OF STUDENTS IN THE TWO GROUPS
SED = 0.45 From table -df-77
t a t 0.07 level = 2.64
Minimum difference required for significance at
0.01 level =0.45x2.64
=1.18
Difference obtained = 1.94
Groups
Experimental
Control
General Means
Since the difference between adjusted means (1.94) is greater than the
minimum required (1.18) this is significant at 0.01 level. It means that the experimental
and control groups differ significantly in their achievements. The adjusted mean score of
the experimental group is greater than that of the control group. Hence it can be concluded
that the students taught through IPM are better than those taught through CM with respect
to comprehension level of cognitive achievement.
N
40
40
Mx
1.7
1.1
1.4
MY
6.95
4.75
5.85
My.x(adjusted)
6.82
4.88
5.3.3.4 Comparison of IPM and CM with respect to the
'Application' Level - Class X
The total sum of squares,mean square variances and F ratios for the pre-
test and post -test with respect to application level questions of the two groups were
computed.The data are presented in Table- 94.
TABLE - 5.94 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
2.45 Fx. =- 0.39
= 6.28 From table , df -78
Fat 0.05 level =3.96 42.05
Fy = - =10.26 4.10 F at 0.01 level =6.96
The Fkvalue ( 6.28)is greater than 3.96 and hence it is significant at
0.05level. The Fy value (10.26) is greater than 6.96 and hence significant at 0.01 level.
The total sum of squares and adjusted mean square variance for post-test scores were
computed. The data are given as Table -95
Source of Variation
Among Means
Within Groups
Total
TABLE - 5.95 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL
GROUPS WITH RESPECT TO APPLICATION LEVEL
df
1
78
79
SSx
2.45
30.35
32.80
SSY
42.05
320.15
362.20
Source of Variation
Among Means
Within Groups
Total
MSx
2.45
0.39
SSY
42.05
320.15
360.20
MSY
42.05
4.10
df
1
77
78
Sxy
10.15
30.45
40.60
SSx
2.45
30.35
32.80
SSy.x
22.35
289.6
311.95
MSy.x
22.35
3.76
SDy.x
1.94
From table -df -77
Fat 0.05 level =3.96
Fa t 0.01 level =6.96
The Fy.x value ( 5.94)is greaterthan the table value (3.96) and hence the
difference between the scores of the two groups is significant at 0.05 level.
5.3.3.4.1 Compar ison of Adjusted Means
The adjusted means forthe post-test scores of students in the experimental
and control groups were computed.The data are given as Table-96
TABLE 5.96 ADJUSTED MEANS OF SCORES FOR THE POST-TEST OF
STUDENTS IN THE EXPERIMENTAL AND CONTROL GROUPS.
SED = 0.43 From table -df-77
t at 0.05 level = 1.98
ta t 0.01 level = 2.63
The minimum difference required for significance at
0.05 level = 1.98 x 0.43
=0.84
Difference obtained = 1.1
Since the difference between adjusted means (1.1) is greater than the
minimum required (0.84), this is significant at 0.05 level.lt means that the experimental
and control groups differ significantly in their achievements. The adjusted mean score of
Groups
Experimental
Control
General Means L
Mx
0.48
0.13
0.31
N
40
40
MY
3.83
2.38
3.1 1
My.x(adjusted)
3.66
2.56
the experimental group is greater than that of the control group. Hence it can be concluded
that the students taught through IPM are superior to the CM group with respect to the
application level of cognitive achievement.
5.3.3.5 Comparison of IPM and CM with respect to the Scores of
High Intelligence Categories-Class X
The total sum of squares,mean square variances and F ratios for the pre-
test and post -test scores of the high intelligence categories of the experimental and control
groups were computed.The data are given in Table - 97.
TABLE 5.97 ANALYSIS OF VARIANCE OF THE SCORES FOR
THE EXPERIMENTAL AND CONTROL GROUPS
24.38 Fx = - = 7.84 From table , df -1 2
3.1 1 Fat 0.05 level =4.75
199.34 Fy = - = 49.46 Fat 0.01 level =9.33
4.03
The Fx value ( 7.84)is greater than 4.75 and hence significant at 0.05
level.The Fy value (49.46) is greaterthan 9.33 and hence it is significant at 0.01 level.The
total sum of squares and adjusted mean square variance for post-test scores were
computed. The data are given as Table -98
MSx
24.38
3.1 1
Source of Variation
Among Means
Within Groups
Total
MSY
159.34
4.03
SSx
24.38
37.33
61.71
df
1
12
13
SSY
199.34
48.37
247.71
TABLE - 5.98 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST AND
POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS UNDER THE
HlGH INTELLIGENCE CATEGORIES.
111.73 Fy.x = - = 25.63 From table -df -1 1
4.34
Source of Variation
Among Means
Within Groups
Total
Fat 0.05 level =484
Fat 0.01 level =9.65
The Fy.x value ( 25.63)is greaterthan the table value (9.65) and hence the
difference between the scores of the two groups is significant at 0.01 level.
df
1
11
12
5.3.3.5.1 Comparison of Adjusted Means
The adjusted means forthe post-test scores of students in the experimental
and control groups were computed.The data are given as Table-99
SSx
24.38
37.33
61.71
TABLE 5.99 ADJUSTED MEANS OF SCORES IN THE HlGH
INTELLIGENCE CATEGORIES OF STUDENTS
IN THE TWO GROUPS
SED = 1.13 From table -df-1 1
tat 0.05 level =2.20
SSY
199.34
48.37
247.71
Sxy
6971
4.
73.71
SSy.x
111.73
47.94
159.67
Mx
6.67
4
5.33
MY
20.5
12.88
16.69
Groups
Experimental
Control
General Means
MSy.x
111.73
4.36
My.x(adjusted)
20.36
13.02
N
6
8
SDy.x
2.09
tat 0.01 level =3.11
Minimum difference required for significance at
0.01level = 1.13x3.11
= 3.51
difference obtained = 7.34
Since the difference between the adjusted means (7.34)is greater than the
minimum required (3.51) it is significant at 0.01 level.lt means that the two groups differ
significantly in their achievements. The adjusted mean score for the experimental group
is greater than that of the control group. Hence it can be concluded that those students
taught by IPM are better than those taught by CM in the high intelligence categories.
5.3.3.6 Comparison of IPM and CM with respectto the Scores of
Low Intelligence Categories-Class X
The total sum of squares,rnean square variances and F ratios for the pre-
test and post -test scores of the low intelligence categories of the experimental and control
groups were computed.The data are given in Table -100
TABLE - 5.100 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
From table - df -14
fat 0.05 level =4.60
FY = - - 62 - 9.67 Fat 0.01 level =8.86 6.41
MSY
62
6.41
MSx
3.46
1.5
Source of Variation
Among Means
Within Groups
Total
df
1
14
15
SSx
3.46
20.98
24.44
SSY
62
89.75
151.75
The Fy value ( 9.67)s greater than the table value (8.86) for df-14 and
hence it is significant at 0.01 level
The total sum of squares and mean square variances for post-test scores
were computed. The data are given as Table -101
TABLE - 5.101 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS
UNDER THE LOW INTELLIGENCE CATEGORIES.
46.03 Fy.x = - = 6.8
6.76 From table -df -1 3
F at 0.05 level = 4.67
Fa t 0.01 level =9.07
The Fy.x value ( 6.8 )is greater than the table value (4.67) and heme the
difference between the scores of the two groups is significant at 0.01 level.
Source of Variation
Among Means
Within Groups
Total
5.3.3.6.1 Comparison of Adjusted Means
Sxy
14.63
6.25
20.88
The adjusted means for the post-test scores of students in the experimental
and control groups were computed.The data are given as Table-102
df
1
13
14
TABLE - 5.102 ADJUSTED MEANS OF SCORES UNDER THE
LOWINTELLIGENCE CATEGORIES OF STUDENTS IN THE TWO GROUPS.
SSy.x
46.03
87.89
133.91
SSx
3.46
20.98
24.44
MSy.x
46.03
6.76
SSY
62
89.75
151.75
SDy.x
2.6
My.x(adjusted)
11.71
8.03
MY
11.85
7.89
9.87
Mx
3.71
2.78
3.25
Groups
Experimental
Control
General Means
N
7
9
SED = 1.31 From table -df-13
t at 0.05 level =2.16
ta t 0.01 level =3.01
Minimum difference required for significance at
0.05 level = 1.31 x 2.16
= 2.83
Difference obtained = 3.68
Since the difference between the adjusted means (3.68)s greater than the
minimum required (2.83) it is significant at 0.05 level.lt means that the two groups differ
significantly in their achievements.The adjusted mean score for the experimental group is
greater than that of the control group.Hence it can be concluded that the group of students
taught by IPM are superior to CM group in the low intelligence categories.
5.3.3.7 Comparison of IPM and CM with respect to the Scores of Higher
Categories on Scientific Attitude Scale-Class X
The total sum of squares.mean square variances and F-ratios for the pre-
test and post -test scores of the pupils possessing high scientific attitude of the experimental
and control groups were computed. The data are given in Table -103
TABLE - 5.103 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Source of Variation
Among Means
Within Groups
Total
df
1
15
16
SSx
28.52
66.54
95.06
MSx
28.52
4.44
SSY
198.48
1 18.46
316.94
MSY
198.48
7.9
Fx = 6.42 From table - df -15
F at 0.05 level =454
Fy = 25.12 Fat 0.01 level =8.68
The Fx value ( 6.42)is greater than the table value (4.54) and hence it is
significant at 0.05 level.TheFy value (25.12) is greater than the table value (8.68)and hen=
it is significant at 0.01 level.
The total sum of squares and means square variances for post-test scores
were computed. The data are given as Table -104
TABLE - 5.104 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS HIGHER
CATEGORIES ON SCIENTIFIC ATTITUDE SCALE.
97.98 Fy.x = - -
7.48 - 13.1 From table -df -14
Fat 0.01 level =8.86
The Fy.x value (13.1) is greater than the table value (8.86) and hence the
difference between the scores of the two groups is significant at 0.01 level.
MSy.x
97.98
7.48
Source of Variation
Among Means
Within Groups
Total
5.3.3.7.1 Comparison of Adjusted Means
SSx
28.52
66.54
95.06
I SDy.x :
2.73
df
1
14
15
The adjusted means for the post-test scores of students in the two groups
were computed.The data are given as Table-I 05
SSY
198.48
118.46
316.94
Sxy
73.93
30.31
104.24
SSy.x
97.98
104.65
202.63
TABLE - 5.105 ADJUSTED MEANS OF SCORES FOR POST-TEST
OF STUDENTS IN THE TWO GROUPS -HIGHER CATEGORIES
ON SCIENTIFIC ATTITUDE SCALE
SED = 1.35 From table -df-14.
tat 0.05 level =2.14
tat 0.01 level =2.98
Minimum difference required for significance at
0.01 level = 1.35 x 2.98
= 4.02
Difference obtained = 6.95
Groups
Experimental
Control
General means
Since the difference between the adjusted means (6.95)is greater than the
minimum required (4.02) this is significant at 0.01 level.lt means that the two groups differ
significantly in their achievements.The adjusted mean score forthe experimental group is
greater than that of the control group.Hence it can be concluded that the group of students
taught by IPM is superiorto CM group on the scientific attitude scale forthe higher categories.
5.3.3.8 Comparison of IPM and CM with respect to the Scores of Lower
.Categories on Scientific Attitude Scale -Class X
N
10
7
The total sum of squares,mean square variances and F-ratios for the pre-
test and post -test of low scientific attitude groups of the experimental and control groups
were computed. The data are given in Table -106
Mx
6.3
3.71
5.01
MY
18.8
11.85
15.33
My.x(adjusted)
18.21
11.26
TABLE - 5.106 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = - I 7 From table - df -12
Fat 0.05 level =4.75
Fy = 4 1 3 Fat 0.01 level =9.33
Source of Variation
Among Means
Within Groups
Total
Both Fx and Fy value are not significant even at 0.05 level
The total sum of squares and mean square variances for post-test
scores were computed. The data are given as Table -107
df
1
12
13
TABLE - 5.107 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS
LOWER CATEGORIES ON SCIENTIFIC ATTITUDE SCALE.
SSx
1.53
-1.17
0.36
Fy.x = 36.99 = From table -df -1 I
Fat 0.01 level =9.65
The Fy.x value ( 36.99)is greaterthan the table value (9.65) and hence the
difference between the scores of the two groups is significant at 0.01 level.
SSY
24.38
70.83
95.21
SSx
1.53
-1.17
0.36
Source of Variation
Among Means
Within Groups
Total
MSx
1.53
-0.09
SSY
24.38
70.83
95.21
df
1
11
12
MSY
24.38
5.9
SSy.x
1257.31
373.88
1631.19
SXY
6.1
18.83
24.93
MSy.x
1257.31
33.99
SI3y.x
5.8
5.3.3.8.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of the two groups were
computed. The data are given as Table -108
TABLE - 5.108 ADJUSTED MEANS OF SCORES FOR POST-TEST OF
STUDENTS IN THE TWO GROUPS - LOWER CATEGORIES ON
SCIENTIFIC ATTITUDE SCALE
SED = 3.13 From table -df-1 I,
tat 0.01 level =3.11
Minimum difference required for significance at
0.01level =3.13x3.11
=9.73
Difference obtained = 13.34
Groups
Experimental
Control
General Means
Since the difference between the adjusted means (13.34)is greater than
the minimum required (9.73) this is significant at 0.01 level.lt means that the two groups
N
8
6
differ significantly in their achievements.The adjusted mean score for the experimental
group is greater than that of the control group.Hence it can be concluded that the group of
students taught by IPM is superior to CM group on the scientific attitude scale for the lower
Mx
3.5
2.83
3.17
categories.
5.3.3.9 Comparison of IPM and CM with respect to the Scores of
Scientific Attitude - Class X
The total sum of squares.mean square variances and F-ratios for the pre-
MY
11.5
8.83
10.17
test and post -test scores with respect to scientific attitude of the two groups were computed.
The data are given in Table -1 09
My.x(adjusted)
16.8
3.35
TABLE - 5.109 ANALYSIS OF VARIANCE OF SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 0.58 From table - df 78
Fy = 2.68 Fat 0.05 level = 3.96
Source of Variation
Among Means
Within Groups
Total
Both Fx and Fy values are lower than the table value(3.96) and hence are
not significant even at 0.05 level
The total sum of squares and mean square variances for post-test scores
were computed. The data are given in Table -1 10
d f
1
78
79
TABLE - 5.110 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS WITH
RESPECT TO SCIENTIFIC ATTITUDE.
SSx
59.52
7937.17
7996.69
Fy.x = 30.31 From table -df -77
Fat 0.01 level =6.96
. , The Fy.x value ( 30.31) is greater than the table value (6.96 ) and hence
the difference between the scores of the two groups is significant at 0.01 level.
SSY
475.31
13821:18
14296.49
MSy.x
930.31
30.69
MSx
59.52
101.76
SDy.x
5.54
Sxy
-168.18
9548.37
9380.19
SSY
475.31
13821.18
14296.49
Source of Variation
Among Means
Within Groups
Total
MSY
475.31
177.19
SSy.x
930.31
2363.14
3293.45
df
1
77
78
SSx
59.52
7937.17
7996.69
5.3.3.9.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of the two groups were
computed. The data are given as Table -1 11
TABLE - 5.111 ADJUSTED MEANS OF SCORES WITH RESPECT
TO SCIENTIFIC ATTITUDE IN THE TWO GROUPS
SED = 1.24 From table -df-77,
t at 0.05 level =I .98
tat 0.01 level =2.63
Minimum difference required for significance at 0.01 level
= 1.24 x 2.63
= 3.26
Difference obtained = 6.94
Groups
Experimental
Control
General Means
Since the difference between the adjusted means (6.94)is greater than the
minimum required (3.26) this is significant at 0.01 level.lt means that the two groups differ
significantly in their achievements.The adjusted mean score for the experimental group is
greater than that of the control group.Hence it can be concluded that the group of students
taught by IPM is better in their performance with respect to scientific attitude compared to
the CM group..
N
40
40
Mx
28.2
29.93
29.07
MY
42.2
37 33
39.77
My.x(adjusted)
43.24
36.3
5.4.5 Comparison of the Pre-Test and Post Test Scores of Scentific
Attitude When IPM is used -Class X
The performance of pupils taught by IPM in the pre-test and post test in
scientific attitude was compared and the difference in their performance was teste 3 for
significance by finding the critical ratio. The data and results of the test of significance are
given in Table -1 12
TABLE - 5.112 RESULTS OF TEST OF SIGNIFICANCE OF THE DIFFERENCE
BETWEEN THE MEANS OF THE PRE-TEST AND POST TEST
SCORES OF THE IPM GROUP.
It can be seen from the table that the critical ratio is greater than 2.58.Hence
it is significant at 0.01 level.lt means that there is significant difference between the scores
of the pre-test and post-testsince the mean score of post test is greater than that of the
pre-test,it can be concluded that IPM is effective in producing significant scientific attitudinal
changes in the pupils.
5.4.6 Comparison of the Pre-Test and Post Test Scores of Scientific
Attitude- When CM is used -Class X
Scores
Pre-Test
Post-Test
The performance of pupils taught by CM in the pre-test and post test in
scientific attitude was compared and the difference in their performance was tested for
significance by finding the critical ratio. The data are given in Table -1 13
S D
8.53
14.04
N
40
40
Mean
28.2
42.2
CR
5.41
Level of
significance
0.01
Result of Test
of Significance
Significant
TABLE - 5.113 RESULTS OF TEST OF SIGNIFICANCE OF THE DIFFERENCE
BETWEEN THE MEANS OF THE PRE-TEST AND POST TEST
The critical ratio (2.83)is greater than 2.58.and hence the difference between
SCORES OF THE CM GROUP.
the scor'?s of the pre- test and post-testis significant at 0.01 level.Since the mean score of
Scorr!s
Post-Test
post test is greater than that of the pre-test.it can be concluded that CM group too is
effective in producing significant scientific attitudinal changes in the pupils.
5.5.3 .4nalysis of the Entries of the Observation Schedule Class X
N
40
40
The ratings obtarned from the observation schedules were converted into
scores and then analysed. The results are summarised in Tables 114, 115 and 116.
TABLE - 5.114 THE SCORES OBTAINED FOR THE OBSERVATION
SCHEDULE OF CAM
Mean
29.93
37.33
The range of scores possible is 18 - 72. The mean score obtained is 50.
This is niuch more than the midpoint of the range, that is 45. This indicates that the
pr0cedul.e followed by the teacher has been rated to be satisfactory with respect to the
expectecl procedure.
SD
11.19
12.16
Mean
50
Teacher No
1
2
3
CR
2.83
Marks Assigned
44
46
50
Level of
significance
0.01
Result of Test
of Significance
Significant
TABLE - 5.115 THE SCORES OBTAINED FOR THE OBSERVATION OF ITM
The range of scores possible is 20 - 80. The mean score obtained (61.33)
is more ihan the midpoint of the range (50). This indicates ihat the procedure followed by
the teacher has been rated to be satisfactory with respect to the expected procedure.
Teacher No
1
2
3
TABLE - 5.116 THE SCORES OBTAINED FOR THE OBSERVATION
SCHEDULE OF AOM
Marks Assigned
62
60
62
The range of scores possible is 00 - 56. The mean score obtained is 44.
This is more than the mid point (28). This indicates that the procedure Followed by the
teacher ias been rated to be satisfactory with reference to the expected procedure.
Mean
61.33
Teacher No
1
2
3
5.3.4.1 comparison of IPM and CM -Test as a Whole -Class XI
The total sum of squares, mean square variances and F-ratios for the pre-
test and post-test scores of the experimental and control groups were computed. The
data are given as Table - 117.
Marks Assigned
46
44
42
Mean
44
TABLE - 5.117 ANALYSIS OF VARIANCE OF THE SCORES OF THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 0.67 From Table df 118
Fy = 110.53 F at 0.05 level = 3.93
Fat 0.01 level = 6.86
Source of
Variation
AmongMeans
Within Groups
Total
The Fy value (1 1053)) is greater than the table value (6.96) and hence it is
significant at 0.01 level.
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are given as Table - 118.
df
1
118
119
TABLE - 5.118 ANALYSIS OF COVARIANCE OF THE SCORES OF
PRE-TEST AND POST-TEST OF THE EXPERIMENTAL
AND CONTROL GROUPS
SSx
0.67
118.32
1 18.99
Fy.x = 141.62 From Table df 11 7
Fat 0.01 level= 6.86
SSY
918.54
980.93
1899.47
SDy.x
2.44
MSx
0.67
1.002
SSy.x
838.39
698.29
1536.68
SXY
24.90
182.87
207.77
Source of
Variation
Among Means
Within Groups
Total
MSY
918.54
8.31
Msy.x
838.39
5.92
df
1
117
118
SSx
0.67
118.32
118.99
SSY
918.54
980.93
1899.47
The Fy.x value (141.62) is greaterthan the table value (6.86) and hence the
difference between the scores of the two groups is significant at 0.01 level.
5.3.4.1.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of students in the expenmental
and control groups were computed. The data are presented in Table - 119.
TABLE - 5.119 ADJUSTED MEANS OF SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
SED = 0.45 From table df 1 17
tat 0.05 level = 1.98
t at 0.01 level = 2.63
mrnimum difference required for significance at
0.01 level = 0.45 x 2.63
= 1.18
Difference obtained = 5.31
Since the difference between the adjusted means (5.31) is greater than
the minimum required (1.18) the difference between the scores of the two groups is
significant at 0.01 level. The adjusted mean of the experimental group is greater than that
of the control group. Hence it can be concluded that the group of students taught by IPM
is superior to the CM group in their performance.
Groups
Experimental
Control
General Means
N
60
60
Mx
3.08
2.93
3.01
My
16
10.47
13.24
My.x(adjusted) / 15.89
10.58
5.3.4.2 Comparison of IPM and CM with respect to the 'Knowledge
Level - Class XI
The total sum of squares, mean square variances and F-ratios for the pre-
test and post-test of the two groups were computed. The data are presented in Table - 120.
TABLE - 5.120 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 0.44 From table - df - 1 18
Fy = 12.91 Fat 0.05 level = 3.93
Fat 0.01 level = 6.86
Source of Variation
Among Means
Within Groups
Total
The Fy value (12.91) is greater than the table value (6.86) and hence it is
significant at 0.01 level.
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are given as Table 121
df
1
118
119
TABLE - 5.121 ANALYSIS OF COVARIANCE OF THE SCORES OF PRE-TEST
AND POST TEST OF THE EXPERIMENTAL AND CONTROL
GROUPS WITH RESPECT TO KNOWLEDGE LEVEL.
SSx
0.21
56.78
56.99
SSY
6.07
54.92
60.99
- Source of Variation
Among Means
Within Groups
Total
SSx
0.21
56.78
56.99
df
1
117
118
MSx
0.21
0.48
MSY
6.07
0.47
SSY
6.07
54.92
60.99
Sxy
-1.12
26.03
24.91
SSy.x
7.16
42.95
50.11
MSy.x
7.16
0.37
SD.x
0.61
Fy.x = 19.35 From table for df - 11 7
F at 0.01 level = 6.86
The Fy.x value (19.35) is greaterthan the table value (6.86) and hence the
difference between the scores of the two groups is significant at 0.01 level.
5.3.4.2.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of students in the experimental
and control groups were computed. The data are given in Table - 122.
TABLE - 5.122 ADJUSTED MEANS OF SCORES WITH RESPECT TO
KNOWLEDGE LEVEL OF STUDENTS IN THE TWO GROUPS
SED = 0.1 1 From table df 117
ta t 0.01 level = 2.63
M~n~mum difference required for significance at
0.01 level = 0.1 1 x 2.63
= 0.29
Difference obtained = 0.49
Groups
Experimental
Control
General Means
Since the difference between adjusted means (0.49) is greater than the
minimum required (0.29) that is significant at 0.01 level. It means that the difference in
achievements between the experimental and control groups is significant. The adjusted
mean of the experimental group is greater than that of the control group. Hence it can be
concluded that those students taught by IPM are superior to CM group with respect to
knowledge level of cognitive achievement
N
60
60
Mx
2.3
2.38
2.34
MY
3.98
3.53
3.76
My.x (adjusted)
4.00
3.51
5.3.4.3 Comparison of IPM and C M wi th respect to 'Comprehension'
Level - Class XI
The total sum of squares, mean square variances and F-ratios for the
pre-test and post-test scores with respect to comprehension questions of the two groups
were computed. The data are presented in Table - 123
TABLE - 5.123 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 4.53 From Table F df 11 8
Fat 0.05 level = 3.93
Fy = 84.4 F at 0.01 level = 6.86
The Fx value (4.53) is greater than the table value (3.93) and it is significant
at 0.05 level. The Fy value (84.4) is significant at 0.01 level.
MSY
238.01
2.82
>
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are given in Table - 124. .,,
TABLE - 5.124 ANALYSIS OF COVARIANCE OF THE SCORES OF
PRE-TEST AND POST-TEST OF THE EXPERIMENTAL
AND CONTROL GROUPS
SSY
238.01
332.58
570.59
SSx
2.13
55.17
57.30
Source of Variation
Among Means
Within Groups
Total
MSx
2.13
0.47
df
1
118
119
SXY
22.53
39.42
61.95
Source of Variation
Among Means
Within Groups
Total
SSx
2.13
55.17
57.30
df
1
117
118
SSY
238.01
332.58
570.59
SSy.x
199.79
304.42
503.61
Msy.x
199.19
2.60
- SDy.x
1.61
Fy.x = 76.61 From Table F for df - 11 7
Fat 0.01 level = 6.86
The Fy.x value (76.61) is greaterthan the table value (6.86) an0 nence the
difference between the scores of the two groups is significant at 0.01 level.
5.3.4.3.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of students in the excenmental
and control groups were computed. The data are given in Table - 125.
TABLE - 5.125 ADJUSTED MEANS OF SCORES WITH RESPECT TO
COMPREHENSION LEVEL OF STUDENTS IN THE TWO GROUPS
SED = 0.29 From table- df- 1 17
t at 0.05 level = 1.98
tat 0.01 level = 2.63
Minimum difference required for significance at
0.01 level = 0.29 x 2.63
= 0.76
Difference obtained = 2.64
Groups
Experimental
Control
General Means
Since the difference between adjusted means (2.64) is greater than the
minimum required (0.76) it is significant at 0.01 level. It means that the two groups differ
significantly in their achievements.. The adjusted mean forthe experimental grouo is greater
than that of the control group. Hence it can be concluded that those students taught
N
60
60
Mx
0.78
0.52
0.65
MY
7.22
4.40
5.81
My.x , aajusted) - , . , ? j
449
through IPM are better in their performance compared the CM group with respect to
comprehension level of cognitive achievement.
5.3.4.4 Comparison of IPM and CM with respect to 'Application'
Level -Class XI
The total sum of squares. mean square variances and F-ratros for the pre-
test and post-test scores with respect to application questions of the two groups were
computed. The data are presented in Table - 126
TABLE - 5.126 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 0 From Table F df- 118
Fx = 56.67 F at 0.01 level = 6.86
The Fy value (56.67) is greater than the table value (6.86) and hence it is
significant at 0.01 level.
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are given in Table - 127.
MSx
0
0
SSY
151.87
316.25
468.12
MSY
151.87
2.68
SSx
0
0
0
Source of
Variation
Among Means
Within Groups
Total
df
1
118
119
TABLE - 5.127 ANALYSIS OF COVARIANCE OF THE SCORES OF
PRE-TEST AND POST-TEST OF THE EXPERIMENTAL
AND CONTROLGROUPS
Fy.x = 56.67 From Table F for df - 11 7
F at 0.01 level = 6.86
Source of
Variation
Among Means
Within Groups
Total
The Fy.x value (56.67) is greater than the table value (6.86) and hence the
difference between the scores of the two groups is significant at 0.01 level.
5.3.4.4.1 Comparison of Adjusted Means
df
1
117
118
The adjusted means for the post-test scores of students in the experimental and
control groups were computed. The data are given in Table - 128.
TABLE - 5.129 ADJUSTED MEANS OF SCORES WITH RESPECT TO -
APPLICATION LEVEL OF STUDENTS IN THE TWO GROUPS
SSx
0
0
0
SED = 0.3 From table- df- 11 7
ta t 0.01 level = 2.63
SSY
151.87
316.25
468.12
SXY
0
0
0
My.x (adjusted)
4.75
2.5
SSy.x
151.87
316.25
468.12
MY
4.75
2.5
3.63
Groups
Experimental
Control
General Means
Msy.x
151.87
2.68
N
60
60
SDy.x
1.64
Mx
0
0
0
Minimum difference required for significance at
0.01 level = 0.3 x 2.63
= 0.79
Difference obtained = 2.25
Since the difference between adjusted means (2.25) is greater than the
minimum value required (0.79) this is significant at 0.01 level.That means that the scores
ofthe two groups differ significantly in their achievements.. The adjusted mean of the
experimental group is greater that of the control group. Hence it can be concluded that
those students taught by IPM are better than the CM group with respect to application
level of cognitive achievements.
5.3.4.5 Comparison of IPM and CM with respect to the Scores of the
High Intelligence Categories -Class XI
The total sum of squares, mean square variances and F-ratios for the
pre-test and post-test scores of the high intelligence categories of the experimental and
control groups were computed.The data are given in Table - 129
TABLE - 5.130 ANALYSIS OF VARIANCE OF THE SCORES
FOR THE EXPERIMENTAL AND CONTROL GROUPS
Fx = 0.99 From Table F df 18
Fy = 63.02 F at 0.05 level = 4.41
Fa t 0.01 level = 8.28
MSx
1.41
1.43
Source of Variation
Among Means
Within Groups
Total
SSx
1.41
25.79
27.2
MSY
276.03
4.38
df
1
18
19
SSY
276.03
78.92
354.95
The Fx value (63.02) is greater than the table value (8.28) and hence it is
significant at 0.01 level.
The total sum of squares and adjusted mean square variances for posr-
test scores were computed. The data are given in Table - 130.
TABLE - 5.130 ANALYSIS OF COVARIANCE OF THE SCORES OF PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS UNDER
THE HlGH INTELLIGENCE CATEGORIES
Fy.x = 106.22 From Table F for df - 17
F at 0.01 level = 4.45
Fat 0.05 level = 8.4
The Fy.x value (106.22)is greater than the table value (8.4 ) Hence t h t
difference between the scores of the two groups is significant at 0.01 level.
Source of Variation
Among Means
Within Groups
Total
5.3.4.5.1 Comparison of Adjusted Means
SSx
1.41
25.79
27.20
df
1
17
18
The adjusted means forthe post-test scores of students in the experimental
and control groups were computed. The data are given in Table - 131
TABLE - 5.131 ADJUSTED MEANS OF SCORES IN THE HlGH INTELLIGENCE
CATEGORIES OF STUDENTS IN THE TWO GROUPS
SSY
276.03
78.92
354.95
1 Experimental 1 l2 1 3.58 1 4 13 1 20.58
!
SXY
-19.72
27.92
8.2
Groups
SSy.x
303.79
48.69
352.48
N
Control
General Means
Msy.x
303.79
2.86
Mx
8
SDy.x
1.69
MY
20.08
11.83
My.x (adjusted) i
12.5
8.32
12.21 1
I
SED = 0.77 From table - df - 17
tat 0.01 level = 2.9
Minimum difference required for significance at
0.01 level = 0.77 x 2.9
= 2.23
Difference obtained = 8.37
Since the difference between adjusted mean (8.37) is greater than the
minimum. value required (2.23) this is significant at 0.01 level. It means that the scores of
the two groups differ significantly in their achievements. The adjusted mean of the
experimental group is greater that of the control group. Hence it can be concluded that
those students taught by IPM are better than the CM group with respect to application
level of cognitive achievements.
5.3.4.6 Comparison of IPM and CM with respect to the Scores of the Low
Intelligence Categories - Class XI
The total sum of squares mean square variances and F-ratios for the
pre-test and post-test scores of the h~gh intelligence categones of the experimental and
control groups were computed The data are given in Table - 132
TABLE - 5.132 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Source of Variation
Among Means
Within Groups
Total
SSY
57.66
158.9
216.56
df
1
23
24
MSx
2.16
0.52
SSx
2.16
12
14.16
MSY
57.66
6.91
From Table - df - 23
F at 0.05 level = 4.28
Fa t 0.01 level = 7.88
. The Fx value (8.34) is greater than the table value (7.88) and hence it is
significant at 0.01 level.
The total sum of squares and adjusted mean square variances for post-test scores
were computed. The data are given in Table - 133.
TABLE - 5.133 ANALYSIS OF COVARIANCE OF THE SCORES OF PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS
UNDERTHE LOW INTELLIGENCE CATEGORIES
Fy.x = 19.53 From Table F for df - 22
Fa t 0.01 level = 7.94
Source of
Variation
Among Means
Within Groups
Total .
The Fy.x value (19.53 )is greater than the table value (7.94) Hence the
difference between the scores of the two groups is significant at 0.01 level.
5.3.4.6.1 Comparison of Adjusted Means
df
1
22
23
The adjusted means for the post-test scores of students in the experimental
and control groups were computed. The data are given in Table - 134.
SSx
2.16
12
14.16
SSY
57.66
158.9
216.56
Sxy
-11.16
24.80
13.64
-
SDy.x
2.21
SSy.x
95.68
107.74
203.42
Msy.x
95.68
4.9
TABLE - 5.134 ADJUSTED MEANS OF SCORES IN THE HIGH INTELLIGENCE
CATEGORIES OF STUDENTS IN THE TWO GROUPS
SED = 0.90 From table - df - 22
Groups
Experimental
Control
General Means
tat 0.01 level = 2.82
Minimum difference required for significance at
0.01 level = 0.90 x 2.82
= 2.54
Difference obtained = 4.34
Since the difference between adjusted mean (4.34) is greater than the
minimum value (2.54) it is significant at 0.01 level.lt means that two groups differ
significantly in their achievements.. The adjusted mean of the experimental group is
greater that of the control group. Hence it can be concluded that those students taught by
IPM are better than that of the CM group in the low intelligence categories.
N
15
10
5.3.4.7 Comparison of IPM and CM with respect to the Scores- Higher
Categories on Scientific Attitude Scale-Class XI
The total sum of squares, mean square variances and F-ratios for the
pre-test and post-test scores of the pupils possessing high scientific attitude of the
experimental and control groups were computed. The data are given in Table - 135.
Mx
2.2
2.8
2.5
MY
12
8.9
10.45
My.x (adjusted)
12.62
8.28
TABLE - 5.135 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 1.62 From Table F - df - 21
Fy = 133.53 Fa t 0.05 level = 4.32
Fa t 0.01 level = 8.02
Source of
Variation
Among Means
Within Groups
Total
The Fy value (1 33.53)is greater than the table value (8.02) and hence it is
significant at 0.01 level.
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are given in Table - 136.
df
1
21
22
TABLE - 5.136 ANALYSIS OF COVARIANCE OF THE SCORES OF PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS -
HIGHER CATEGORIES ON THE SCIENTIFIC ATTITUDE SCALE
SSx
1.57
20.43
22
Fy.x = 183.32 From Table F for df - 20
Fat 0.05 level = 4.32
Fa t 0.01 level = 8.10
SSY
379.23
59.64
438.87
SSy.x
394.14
43.09
437.23
Source of Var~ation
Among Means
Within Groups
Total
MSx
1.57
0.97
SSx
1.57
20.43
22
df
1
20
21
MSY
379.23
2.84
Msy.x
394.14
2.15
SSY
379.23
59.64
438.87
SDy.x
1.47
Sxy
-24.39
18.39
-6
The Fy.x value (183.32)is greaterthan the table value (8.10) and hence the
difference between the scores of the two groups is significant at 0.01 level.
5.3.4.7.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of students in the experimental
and control groups were computed. The data are given in Table - 137.
TABLE - 5.137 ADJUSTED MEANS OF SCORES FOR POST OF STUDENTS IN
THE TWO GROUPS -HIGHER CATEGORIES ON SCIENTIFIC ATTITUDE SCALE
SED = 0.61 From table- df- 20
tat 0.01 level = 2.84
Minimum difference required for significance at
0.01 level = 0.61 x 2.84
= 1.73
Difference obtained = 8.59
Groups
Experimental
Control
General Means
Since the difference between adjusted mean (8.59) is greater than the
minimum value (1.73) it is significant at 0.01 level.lt means that two groups differ
significantly in their achievements.. The adjusted mean of the experimental group is
greater than that of the control group. Hence it can be concluded that the students taught
by IPM are superior compared to the CM group on the scientific altitude scale for the
higher categories.
N
11
12
Mx
3.73
4.25
3.99
MY
20.55
12.42
16.48
My.x (adjusted)
20.78
12.19
5.3.4.8 Comparison o f IPM and CM with respect t o the Scores -Lower
Categories o n Scientific Attitude Scale -ClassXI
The total sum of squares, mean square variances and F-ratios for the
pre-test and post-test scores of the low scientific attitude group of the experimental and
control groups were cornputed.The data are given in Table - 138.
TABLE - 5.138 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 0.21 From Table- F- df- 18
Fy = 7.87 Fat 0.05 level = 4.41
Fa t 0.01 level = 8.28
The Fx value ( 7.87) is greater than the table value (4.41) and hence it is
significant at 0.05 level.
- MSY
61.63
7.83
Source of Variation
Among Means
Within Groups
Total
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are given in Table - 139.
TABLE - 5.139 ANALYSIS OF COVARIANCE OF THE SCORES OF PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS
LOWER CATEGORIES ON THE SCIENTIFIC ATTITUDE SCALE
d f
1
18
19
SSx
0.21
17.54
17.75
Source of Variation
Among Means
Within Groups
Total
SSY
61.63
140.92
202.55
df
1
17
18
MSx
0.21
0.97
SSx
0.21
17.54
17.75
SSY
61.63
140.92
202.55
Sxy
-3.58
29.33
25.75
SSy.x
73.31
91.88
165.19
Msy.x
73.31
5.40
SDy.x
2.32
Fy.x = 13.58 From Table df - 17
Fa t 0.01 level = 8.40
The Fy.x value (13.58 )is greater than the table value (8.40) and hence the
difference between the scores of the two groups is significant at 0.01 level.
5.3.4.8.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of students in the experimental
and control groups were computed. The data are given in Table - 140.
TABLE - 5.140 ADJUSTED MEANS OF SCORES FOR POST TEST OF
STUDENTS IN THE TWO GROUPS - LOWER CATEGORIES
ON SCIENTIFIC ATTITUDE SCALE
SED = 1.06 From table- dt- 17
ta t 0.01 level = 2.9
Minimum difference required for significance at
0.01 level = 2.9 x 1.06
= 3.07
Difference obtained = 3.93
Since the difference between adjusted mean (3.93) is greater than the
minimum required (3.07) this is significant at 0.01 level. It means that two groups differ
significantly in their achievements. The adjusted mean score of the experimental group is
greater than that of the control group. Hence it can be concluded that the students taught
by IPM are betterthan the CM group on the scientific attitude scale for the lower categories.
Groups
Experimental
Control
General Means
MY
12.08
8.5
10.29
N
12
8
My.x (adjusted)
12.26
8.33
Mx
2.17
2.38
2.28
5.3.4.9 Comparison of IPM and CM with respect to the Scores of
Scientific Attitude - ClassXl
The total sum of squares, mean square variances and F-ratios for the
pre-test and post-test scores with respect toscientific attitude of the two groups were
computed. The data are given in Table - 141
TABLE - 5.141 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 0.96 From Table df- 1 18
Fy = 0.37 Fat 0.05 level = 3.93
Fat 0.01 level = 6.86
Both Fx and Fy values are not significant even at 0.05 level since their
values are below 3.93
Source of Variation
Among means
Within Groups
Total
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are given in Table - 142;
SSx
110.21
13525.39
13635.60
df
1
118
119
TABLE - 5.142 ANALYSIS OF COVARIANCE OF THE SCORES OF PRE-TEST AND
POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS WITH
RESPECT TOSCIENTIFIC ATTITUDE
SSY
61.63
19564.74
19626.37
Source of Variation
Among Means
Within Groups
Total
MSx
110.21
114.62
MSY
61.63
165.8 -
df
1
117
118
SSx
110.21
13525.39
13635.6
SSY
61.63
19564.74
19626.37
SXY
-82.42
13098.24
13015.82
SSy.x
401.91
6859.45
7261.36
Msy.x
401.91
58.63
SDy.x
7.66
Fy.x = 6.87 From Table df - 117
Fat 0.01 level = 6.856
The Fy.x value ( 6.87)is greaterthan the table value (6.856)and hence the
difference between the scores of the two groups is significant at 0.01 level.
5.3.4.9.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of students in the experimental
and control groups were computed. The data are given in Table - 143.
TABLE - 5.143 ADJUSTED MEANS OF SCORES OF EXPERIMENTAL AND
CONTROL GROUPS FOR THE POST TEST OF STUDENTS WITH
RESPECT TO SCIENTIFIC ATTITUDE
SED = 1.38 From table- df. 11 7
tat 0.05 level = 1.98
tat 0.01 level = 2.63
Minimum difference required for significance at
0.05 level = 1.38 x 1.98
= 2.73
Difference obtained = 3.29
Since the difference between the adjusted mean (3.29) is greater than the
minimum value (2.73) this is significant at 0.05 level.lt means that two groups differ
significantly in their achievements. The adjusted mean scoreof the experimental group
Groups
Experimental
Control
General Means
Mx
32.4
34.32
33.36
N
60
60
MY
47
45.57
46.28
My.x (adjusted)
47.93
44.64
1s greateT -nan that of the control group Hence it can be concluded that the students
taught t i =M IS superlor to the CM group wlth respect to sc~entlfic attltude
5.4.7 C~mparison of the Pre-test and Post test Scores of Scientific
Artitude when IPM is used -Class XI
The performance of the pupils taught by IPM in the pre-test and post-test in
scientific~zltude were compared and the difference in their performance was tested for
significan:e by finding thecritical ratio.The data and results are given in Table -144
TABLE - 5.144 RESULTS OF TEST OF SIGNIFICANCE OF THE DIFFERENCE
3ETWEEN THE MEANS OF THE PRE-TEST AND POST TEST
SCORES OF IPM GROUP
It can be seen from the table that the critical ratio is greater than 2.58
Hence !t :I significant at 0.01 level.lt means that there is significant difference between the
scores ci:ne pre-test and post-test.Since the mean score of the post.-test is greater than
that of the -re-test,it can be concluded that IPM is effective in producing significant scientific
attitudina changes in pupils
5.4.8 Comparison of the Pre-test and Post test Scores of Scientific
Attitude l ~ h e n CM is used
The performance of the pupils taught by CM in the pre-test and post-test in
scientific zditude were compared and the difference in their performance was tested for
significanx by finding the critical ratio.The data and results are given in Table -145.
SD
10.68
13.64
Mean
32.4
47
Scores
Pre-Tes
Post-T?~i
N
60
60
CR
6.54
Level of
Significance
0.01
Result of Test
of Significance
significant
TABLE - 5.145 RESULTS OF TEST OF SIGNIFICANCE OF THE DIFFERENCE
BETWEEN THE MEANS OF THE PRE-TEST AND POST TEST
SCORES OF CM GROUP
It can be seen from the table that the critical ratio is greater than 2.58
Hence it is significant at 0.01 level. It means that there is significant difference between
the scores of the pre-test and post-test. Since the mean score of the post -test is greater
than that of the pre-test, it can be concluded that CM is also effective in producing sign~ficant
scientificattitudinal changes in pupils
5.5.4 Analys is of t he Entries of the Observat ion Schedule
The ratings obtained from the observation schedule were converted into
scores and then analysed.The results are summarised in Tables 146,147,148.
Level of
Significance
0.01
Table - 5.146 THE SCORES OBTAINED FOR THE OBSERVATION
SCHEDULE OF CAM ' C
Result of Test
Significance
significant
SD
10.81
11.81
Mean
34.32
45.57
Scores
Pre-Test
Post-Test
CR
5.46
N
60
60
The range ofscorespossible is 18-72 The mean score obtained is 54. This
is much more than the mid point of the range(45). This indicates thatthe procedure followed
by the teacher has been rated to be satisfactory with respect to the expected procedure.
Mean
54
Teacher No.
1
2
3
Marks Assigned
56
54
52
TABLE - 5.147 THE SCORES OBTAINED FOR THE OBSERVATION
SCHEDULE OF ITM
The range ofscorespossible is 20-80 The mean score obtained is (64)This
is much more than the mid point of the range(50). This indicates that the procedure followed
by the teacher has been rated to be satisfactory with respect to the expected procedure
TABLE - 5.148 THE SCORES OBTAINED FOR THE OBSERVATION
SCHEDULE OF AOM
Mean
64
Teacher No.
1
2
3
Marks Assigned
64
66
62
The range ofscorespossible is 0-56 The mean score obtained is (43.33)is
is much more than the mid point ofthe range(28). This indicates that the procedure followed
by the teacher has been rated to be satisfactory with respect to the expected procedure
5.3.5.1 Comparison of IPM and CM -Test as a Whole-Class XI1
Mean
43.33
Teacher No.
1
2
3
The total sum of squares, mean square variances and F-ratios for the
pretest and post-test scores of the experimental and control groups were computed. The
data are given in Table - 149
Marks Assigned
46
44
40
TABLE - 5.149 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 23.27 From Table F df -1 18
Fy = 4.63 Fat 0.05 level = 3.93
Fat 0.01 level = 6.86
Source of
Variation
Among Means
With~n Groups
Total
The Fx value (23.47) is greater than the table value (6.86)and hence it is
significant at 0.01 level. The Fy value (4.63) is greater than the table value (3.93) and i t is
significant at 0.05 level.
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are given in Table - 150.
df
1
118
119
TABLE - 5.150 ANALYSIS OF COVARIANCE OF THE SCORES OF THE PRE-
TEST AND POST-TEST OF THE EXPERIMENTAL
AND CONTROL GROUPS
SSx
124.04
629.13
753.17
Fy.x = 125.77 From Table - df -1 17
F at 0.01 level = 6.86
SSY
122.01
3108.58
3230.59
SSy.x
872.88
81 1.69
1684.57
Source of Variation
Among Means
Within Groups
Total
MSx
124.04
5.33
SSx
124.04
629.13
753.17
df
1
117
118
MSY
122.01
26.34
Msy.x
872.88
6.94
SDy.x
2.63
SSY
122.01
3108.58
3230.59
SXY
-123.02
1202.1
1079.08
Since the obtained Fy.x value(125.77) is greater than the table value (6.86)
the difference between the scores of the two groups is significant at 0.01 level
5.3.5.1.1 Comparison of Adjusted Means
The adjusted meansforthe post-test scores of students in the two groups
were computed. The data are given in Table - 151.
TABLE - 5.151 ADJUSTED MEANS OF SCORES FOR THE POST TEST OF
STUDENTS IN THE EXPERIMENTAL AND CONTROL GROUPS
SED = 0.48 From table-df.117
Fat 0.01 level = 2.63
Minimum difference required for significance at
0.01 level = 0.48 x 2.63
= 1.26
Difference obtained = 5.92
Groups
Experimental
Control
General Means
Since the difference the between adjusted means (5.92) is greater than
the minimum value (1.26) it is significant at 0.01 level. It means that two groups differ
significantly in their achievements.. The adjusted mean scoreof the experimental group
is greater than that of the control group. Hence it can be concluded that the students
taught by IPM are superior to the CM group in their performance in the post test
N
60
60
Mx
2.57
4.6
3.59
MY
13.15
11.13
12.14
My.x (adjusted)
15.1
9. la
5.3.5.2 Comparison of IPM and CM -with respect to the
Knowledge level Class - XI1
The total sum of squares, mean square variances and F-ratios for the
pre-test and post-test scores with respect to theknowledge level questions of the two
groups were computed. The data are given in Table - 152
TABLE - 5.152 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 11.75 From Table F, dfl118
Fy = 2.57 Fat 0.05 level = 3.93
F at 0.01 level = 6.86
The Fx value (1 1.75) is greater than the table value (6.86)and hence it is
significant at 0.01 level.
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are given in Table - 153.
MSx
9.64
0.82
Source of
Variation
Among Means
Within Groups
Total
MSY -
2.14
0.83
SSx
9.64
97.03
106.67
df
1
118
119
SSY
2.14
98.23
100.37
TABLE - 5.153 ANALYSIS OF COVARIANCE OF THE SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS WITH
RESPECT TO KNOWLEDGE LEVEL
From Table for df / 11 7
Fat 0.01 level = 6.86
Source of Variation
Among Means
Within Groups
Total
Fy.x is significant at 0.01 IevelLThis means that the difference between the
scores of the two groups is significant
5.3.5.2.1 Comparison of Adjusted Means
df
1
117
118
The adjusted means for the post-test scores with respect to knowledge
level of students in the two groups were computed. The data are given in Table - 154.
TABLE - 5.154 ADJUSTED MEANS OF SCORES WITH RESPECT TO
KNOWLEDGE LEVEL OF STUDENTS IN THE TWO GROUPS
SSx
9.64
97.03
106.67
SED =0.13 From table- df 1 17
Fa t 0.01 level = 2.63
Minimum difference required for significance at
0.01 level = 0.13 x 2.63
SSY
2.14
98.23
100.37
My.x (adjusted)
4.2
3.57
SXY
-4.54
60.87
56.33
MY
4.02
3.75
3.88
Mx
1 .88
2.45
2.17
Groups
Experimental
Control
General Means
SSy.x
10.58
60.04
70.62
N
60
60
Msy.x
10.58
0.51
Si3y.x
0.72
= 0.34
Difference obtained = 0.63
Since the difference between the adjusted meanS(0.63) is greater thar:
the minimum required (0.34) this is significant at 0.01 level.lt means that two groups
differ significantly in their achievements.. The adjusted mean scoreof the experimental
group is greater than that of the control group. It may therefore be concluded that the
students taught through IPM are better than the CM group with respect to the knowledge
level of cognitive achievement
5.3.5.3 Comparison o f IPM and CM -with respect to
Comprehension level- Class XI1
The total sum of squares, mean square variances and F-ratios for the
pre-test and post-test scores with respect to comprehension level questions of the twc
groups were computed. The data are given in Table - 155
TABLE - 5.155 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 23 From Table for df/ 118
Fy = 1.48 Fat 0.05 level = 3.93
Fat 0.01 level = 6.86
The Fx value (23 ) is greater than the table value (6.86)for df1118 and
hence it is s~gnificant at 0.01 level. .
Source of
Variation
Among Means
Within Groups
Total
df
1
118
119
SSx
44.4
227.52
271.92
SSY
8.54
678.93
687.47
MSx
44.4
1.93
MSY
8.54
5.75
The total sum of squares and adjusted mean square variances for post-
test scores were computed. The data are given in Table - 156.
TABLE - 5.156 ANALYSIS OF COVARIANCE OF THE SCORES OF THE PRE-
TEST AND POST-TEST OF THE EXPERIMENTAL AND CONTROL
GROUPS WlTH RESPECT TO COMPREHENSION LEVEL
Fy.x = 39.36 From Table for df 1 11 7
Fat 0.01 level = 6.86
Fy.x value(39.36) isgreater than the table value (6.86)and hence the
difference between the scores of the two groups is significantat 0.01 level
Source of Variation
Among Means
Within Groups
5.3.5.3.1 Comparison of Adjusted Means
df
1
118
SSx
44.4
227.52
The adjusted means for the post-test scores with respect to comprehension
level of students in the two groups were computed. The data are given in Table - 157.
TABLE - 5.157 ADJUSTED MEANS OF SCORES WlTH RESPECT TO
COMPREHENSION LEVEL OF STUDENTS IN THE TWO GROUPS
SSy
8.54
678.93
SED = 0.30 From table- df 11 7
tat 0.01 level = 2.63
SXY
-19.47
285.77
Groups
Experimental
Control
General Means
SSy.x
106.67
320
MY
5.5
4.97
5.24
N
60
60
My.x (adjusted)
6.27
4.21
Msy.x
106.67
2.71
Mx
0.67
1.88
1.28
SDy.x
1.65
Minimum difference required for significance at
0.01 level = 0.30 x 2.63
= 0.79
Difference obtained = 2.06
Since the difference between the adjusted means(2.06) is greater than
the minimum required(0.79)this is significant at 0.01 level.lt means that two groups differ
s~gnificantly in their achievements.. The adjusted mean scoreof the experimental group
is greater than that of the control group. Hence it can be concluded that the students
taught by IPM are superior to CM group with respect to comprehension level of cognitive
achievement.
5.3.5.4 Comparison o f IPM and CM -with respect t o
Application level- Class XI1
The total sum of squares, mean square variances and F-ratios for the
pre-test and post-test scores with respect to application level questions of the two groups
were computed. The data are given in Table - 158
TABLE - 5.158 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 7.88 From Table - dfl118
Fy = 7.91 Fa t 0.01 level = 6.86
MSx
2.13
0.27
SSY
43.20
644.67
687.87
Source of
Variation
Among Means
Within Groups
Total
MSY
43.20
5.46
df
1
118
119
SSx
2.13
31.74
33.87
Both Fx and Fy values are significant at 0.01 level. The total sum of
squares and adjusted mean square variances for post-test scores were cornput- 4. The
data are given in Table - 159.
TABLE - 5.159 ANALYSIS OF COVARIANCE OF THE SCORES OF THE PRE-
TEST AND POST-TEST OF THE EXPERIMENTAL AND CONTROL
GROUPS WlTH RESPECT TO APPLICATION LEVEL
Fy.x = 21.87 From Table - df 1117
F at 0.01 level = 6.86
Since the obtained Fy.x value (21.87) is greaterthan the table value (6.86)
the difference between the scores of the two groups is significant at 0.01 level.
Source of Var~ation
Among Means
Within Groups
Total
5.3.5.4.1 Comparison o f Adjusted Means
SSx
2.13
31.74
33.87
df
I
117
118
The adjusted means for the post-test scores of theexperimental ana control
groups with respect to the application level questions were computed. The data are
given in Table - 160.
TABLE - 5.160 ADJUSTED MEANS OF SCORES WlTH RESPECT TO
APPLICATION LEVEL OF STUDENTS IN THE TWO GROUPS
SSY
43.20
644.67
687.87
Sxy
-9.6
71.07
61.47
SSy.x
90.77
485.54
576.31
Mx
0
0.27
0.13
MY
3.63
2.43
3.03
Groups
Experimental
Control
General Means
My.x (acjusted)
3.92
2.14
N
60
60
Msy.x
90.77
4.15
SDy.x
2.04
SED = 0.37 From table- df 11 7
Fat 0.01 level = 2.63
Minimum difference required for significance at
0.01 level = 0.37 x 2.63
= 0.97
Difference obtained = 1.78
Since the difference between the adjusted means (1.78) is greaterthan the
minimum required(0.97)this is significant at 0.01 level.lt means that two groups differ
significantly in their achievements.. The adjusted mean score of the experimental group is
greater than that of the control group. Hence it can be concluded that the students taught
by IPM is superior than the CM group with respect to application level of cognitive achievement
5.3.5.5 Comparison of IPM and CM -with respect to the Scores of the
High Intelligence Categories- Class XI1
The total sum of squares, mean square variances and F-ratios for the
pre-test and post-test scores of the high intelligence categories of the experimental and
control groups were computed. The data are given in Table - 161
TABLE - 5.161 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 85.77 From Table - df 11 28
Fy = 0 Fa t 0.01 level = 7.64
Source of
Variation
Among Means
Within Groups
Total
df
1
28
29
SSx
282.80
92.37
375.17
SSY
0
354.97
354.97
MSx
282.80
3.29
MSY
0
12.68
The Fx value (85.77) is greater than the table value(7.64)and hence it is
significant at 0.01 IevelThe total sum of squares and adjusted mean square varrances for
post-test scores were computed. The data are given in Table - 162.
TABLE - 5.162 ANALYSIS OF COVARIANCE OF THE SCORES OF THE PRE.
TEST AND POST-TEST OF THE EXPERIMENTAL AND CONTROL
GROUPS UNDER THE HlGH INTELLIGENCE CATEGORIES
Fy.x = 22.95 From Table - df1127
Fat 0.05 level =4.21
Fat 0.01 level = 7.68
Source of Variation
Among Means
Within Groups
Total
Since the Fy.xvalue (22.95) is greater than the table value (7.68)for df 1127
the difference between the scores of the two groups is significant at 0.01 level.
5.3.5.5.1 Comparison of Adjusted Means
df
1
27
28
The adjusted means forthe post-test scores of the expermental and control
groups were computed. The data are given in Table - 163.
TABLE - 5.163 ADJUSTED MEANS OF SCORES IN THE HlGH
INTELLIGENCE CATEGORIES OF STUDENTS IN THE TWO GROUPS
SSx
282.20
92.37
375.17
SSY
0
354.97
354.97
SXY
-0.63
131.76
131.13
MY
18.64
18.63
18.63
Mx
3.93
8.69
6.31
Groups
Experimental
Control
General Means
My.x (adjusted)
22.04
15.23
N
14
16
SSy.x
142.12
167.02
309.14
Msy.x
142.12
6.19
SDy.x
2.49
SED = 0.91 From table- df-27
Fat 0.05 level = 2.05
Fat 0.01 level = 2.77
Minimum difference required for significance at
0.01 level = 2.77 x 0.91
= 2.52
Difference obtained = 6.81
Since the difference between the adjusted means (6.81) is greater than
the minimum required(2.52)this is significant at 0.01 level.lt means that two groups differ
significantly in their achievements.. The adjusted mean score of the experimental group
is greater than that of the control group. Hence it can be concluded that the students
taught by IPM is superior to the CM group in the high intelligence categories
5.3.5.6 Comparison of IPM and CM -with respect to the Scores of
the Low Intelligence Categories- Class XI1
The total sum of squares, mean square variances and F-ratios for the
pre-test and post-test scores of the high intelligence categories of the experimental and
control groups belonging to the low intelligence categories were computed. The data are
given in Table - 164.
TABLE - 5.164 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
MSY
158.49
4.79
SSY
158.49
220.49
378.98
SSx
0.80
33.12
33.92
Source of Variation
Among Means
Within Groups
Total
MSx
0.80
0.72
df
1
46
47
From Table - df 11 46
Fat 0.05 level = 4.06
F at 0.01 level =7.23
Since the Fy value (33.08) is greater than the table value(723)this is
significant at 0.01 IevelThe total sum of squares and adjusted mean square variances for
post-test scores were computed. The data are given in Table - 165.
TABLE - 5.165 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS
UNDER THE LOW INTELLIGENCE CATEGORIES
Fy.x = 79.85 From Table -f, dfl-45
F at 0.05 level = 4.06
Fat 0.01 level = 7.23
Source of Variation
Among Means
Within Groups
Total
Since the Fy.x value (79.85) is greater than the table value (7.23) the
difference between the scores of the two groups is significant at 0.01 level.
5.3.5.6.1 Comparison of Adjusted Means
df
1
45
46
The adjusted means for the post-test scores of the experimental and control
groups were computed. The data are given in Table - 166.
SSx
0.80
33.12
33.92
Sxy
-1 1.24
60.2
48.96
SSY
158.49
220.49
378.98
SSy.x
197.24
111.07
308.31
Msy.x 1 I SDy x
197.24
2.47 1.57
TABLE - 5.166 ADJUSTED MEANS OF SCORES IN THE LOW INTELLIGENCE
CATEGORIES OF STUDENTS IN THE TWO GROUPS
SED = 0.45 From table, df-45
F at 0.05 level = 2.02
Fat 0.01 level = 2.69
Minimum difference required for significance at
0.01 level = 0.45 x 2.69
= 1.21
Difference obtained = 4.12
Groups
Experimental
Control
General Means
Since the difference between the adjusted means (4.12) is greater than
the minimum required(l2l)this is significant at 0.01 level.lt means that two groups differ
significantly in their achievements.. The adjusted mean score of the experimental group
is greater than that of the control group. Hence it can be concluded that the group of
students taught by IPM is superiorto the CM group in the low intelligence categories
5.3.5.7 Comparison of IPM and CM -with respect to the Scores of the
Higher Categories on Scientific Attitude Scale- Class XI1
N
26
22
The total sum of squares, mean square variances and F-ratios for the
pre-test and post-test scores of the pupils possessing high Scientific attitude of the
experimental and control groups were computed. The data are given in Table - 167.
My.x (adjusted)
9.93
5.81
Mx
1.92
2.18
2.05
MY
9.69
6.05
7.87
TABLE - 5.167 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
- -x = 29.71 From Table - df 11 23
-y = 0.36 F at 0.05 level = 4.28
Fat 0.01 level = 7.88
i ~ u r c e of ariation
-Tong Means
'(thin Groups - -
-L1/
The Fx value (29.71) is greater than the table value(7.88)and hence it is
sis--:ant at 0.01 IevelThe total sum of squares and adjusted mean square variances for
pcs-:st scores were computed. The data are given.in Table - 168.
T Z L E - 5.168 ANALYSIS OF COVARIANCE OF THE SCORES OF PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS - HIGHER CATEGORIES ON SCIENTIFIC ATTITUDE SCALE .
df
1
23
24
- -y.x = 214.35 From Table - F df1122
F at 0.01 level = 7.94
SSx
112.03
86.61
198.64
The Fy.xvalue (214.35)is greater than the table value (7.94)for df 1122.Hence
the -3erence between the scores of the two groups is significant at 0.01 level.
SSY
5.69
368.15
373.84
SSy.x
240.08
24.62
264.7
SXY
-25.25
172.49
147.24
b r c e of ination
,471g Means
\.W-n Groups -
I G
MSx
112.03
3.77
Msy.x
240.08
1.12
SSx
112.03
86.61
198.64
df
1
22
23
MSY
5.69
16.01
SDy.x
1.06
SSY
5.69
368.15
373.84
5.3.5.7.1 Comparison of Adjusted Means
The adjusted means for the post-test scores of the experimental and control
grcups were computed. The data are given in Table - 169.
TABLE - 5.169 ADJUSTED MEANS OF SCORES FOR THE POST TEST
OF STUDENTS IN THE TWO GROUPSHIGHER CATEGORIES
ON THE SCIENTIFIC AmTUDE SCALE
SED = 0.42 From table- df-22
F at 0.01 level = 2.82
M~n~mum difference required for significance at
0.01 level = 0.42 x 2.82
= 1.18
Diference obtained = 9.38
Groups
Experimental
C ,ontrol
Seneral Means
Since the difference between the adjusted means (9.38) is greater than the
m!nlmum required(l.18)this is significant at 0.01 level.lt means that two groups differ
sipficantly in their achievements.. The adjusted mean score of the experimental group is
gEater than that of the control group. Hence it can be concluded that the students taught by
IF'J are Superior to the CM group in the higher categories on the scientific attitude scale.
5.3.5.8 Comparison of IPM and CM with respect to the Scores - Lower
Categories on Scientific Attitude Scale- Class XI1
N
12
13
The total sum of squares, mean square variances and F-ratios for the
pre-test and post-test scores of the experimental and control groups belonging to the
Mx
3.92
8.15
6.04
MY
18.42
17.46
17.94
My.x (adjusted)
22.62
13.24
lower categories on scientific attitude scale were computed. The data are given in Table
- 170
TABLE - 5.170 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 1.22 From Table - df 11 29
Fy = 11.63 F at 0.05 level = 4.18
F at 0.01 levael = 7.60
Source of Variation
Among Means
Within Groups
Total
The Fy value (1 1.63) is greater than the table value(7.6 )and hence it is
significant at 0.01 IevelThe total sum of squares and adjusted mean square variances for
post-test scores in the two groups were computed. The data are given in Table - 171
TABLE - 5.171 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS - LOWER CATEGORIES ON SCIENTIFIC ATTITUDE SCALE
df
1
29
30
Fy.x = 22.96 From Table - df 1128
SSx
1.32
31.39
32.71
F at 0.01 level = 7.64
SDy.x
2.42
SSY
98.83
246.59
345.42
SSy.x
133.91
163.37
297.28
M Sx
1.32
1.08
Msy.x
133.91
5.83
SSY
98.83
246.59
345.42
SSx
1.32
31.39
32.71
Source of Variation
Among Means
Within Groups
Total
MSY
98.83
8.50
Sxy
-11.43
51.11
39.68
df
1
28
28
Since the Fy.x value (22.96) is greater than the table value (7.64) the
difference between the scores of the two groups is significant at 0.01 level.
5.3.5.8.1 Comparison of Adjusted Means
The adjusted means forthe post-test scores of the experimental and control
groups were computed. The data are given in Table - 172.
TABLE - 5.172 ADJUSTED MEANS OF SCORES FOR POST-TEST OF
STUDENTS IN THE TWO GROUPS - LOWER CATEGORIES ON
THE SCIENTIFIC ATTITUDE SCALE
SED = 0.91 From table- df- 28
ta t 0.01 level = 2.76
Minimum difference required for significance at
0.01 level = 0.91 x 2.76
= 2.51
Difference obtained = 4.45
I Groups
Experimental
Control
General Means
Since the difference between the adjusted means (4.45) is greater than the
minimum required(2.5l)this is significant at 0.01 level.lt means that two groups differ
significantly in their achievements.. The adjusted mean score of the experimental group is
greater than that of thecontrol group. Hence it can be concluded that the students taught by
IPM are superior to the CM group for the lower categories on the scientific attitude scale.
N
11
20
Mx
1.82
2.25
2.04
MY
10.18
6.45
8.32
My.x (adjusted)
10.54
6.09
5.3.5.9 Comparison of IPM and C M with respect to the Scores - of
Scientific Attitude -Class XI1
The total sum of squares, mean square variances and F-ratios for the
pre-test and post-test scores with respect to scientific attitude of the two groups were
computed. The data are given in Table - 173.
TABLE - 5.173 ANALYSIS OF VARIANCE OF THE SCORES FOR THE
EXPERIMENTAL AND CONTROL GROUPS
Fx = 9.65 From Table - df 11 118
Fy = 28.78 Fat 0.05 level = 3.93
Fat 0.01 levael = 6.86
Source of Variation
Among Means
Within Groups
Total L
Both Fx and Fy values are greater than 6.86 and hence aresignificant at
0.01 level.
The total sum of squares and adjusted mean square variances for post-
.. test scores were computed. The data are given in Table - 174:
df
1
118
119
TABLE - 5.174 ANALYSIS OF COVARIANCE OF SCORES OF THE PRE-TEST
AND POST-TEST OF THE EXPERIMENTAL AND CONTROL GROUPS
WITH RESPECT TO SCIENTIFIC ATTITUDE
SSx
1569.63
19188.74
20758.37
SSY
5200.83
21317.14
26517.97
SDy.x
3.93
MSx
1569.63
162.61
SXY
2857.17
19348.07
22205.24
Source of Variation
Among Means
Within Groups
Total
MSY
5200.83
180.65
SSx
1569.63
19188.74
20758.37
df
1
117
118
SSy.x
956.59
1808.42
2765.01
SSY
5200.83
21317.14
26517.97
Msy.x
956.59
15.46
Fy.x = 61.87 From Table - df11117
F at 0.01 level = 6.86
Since the Fy.x value (61.87) is greater than the table value (6.86) the
difference between the scores of the two groups is significant at 0.01 level.
5.3.5.9.1 Comparison of Adjusted Means
The adjusted means for the post-test of students inthe experimental and
control groups were computed. The data are given in Table - 175.
TABLE - 5.175 ADJUSTED MEANS OF SCORES OF EXPERIMENTAL AND
CONTROL GROUPS FOR THE POST TEST OF STUDENTS WITH RESPECT
TO SCIENTIFIC ATTITUDE
SED = 0.72 From table- df- 11 7
ta t 0.01 level = 2.63
Minimum difference required for significance at
0.01 level = 0.72 x 2.63
= 1.89
Difference obtained = 5.86
Groups
Experimental
Control
General Means
Since the difference between the adjusted means (5.86) is greater than
the minimum required(l.89),this is significant at 0.01 level.lt means that two groups differ
significantly in their achievements.. The adjusted mean score of the experimental group
is greater than that of the control group. Hence it can be concluded that the students
taught by IPM are superior to the CM group with respect to scientific attitude scores .
N
60
60
Mx
33.9
26.67
30.28
MY
45.9
32.73
39.32
My.x (adjusted)
42.24
36.38
5.4.9 Comparison of the Pre-Test and Post Test Scores of Scientific
Attitude When IPM is used -Class XI1
The performance of pupils taught by IPM in the pre-test and post test in
scientific attitude were compared and the difference in their performance was tested for
significance by finding the critical ratio. The data and results of the test of significance are
given in Table -1 76.
TABLE - 5.176 RESULTS OF TEST OF SIGNIFICANCE OF THE DIFFERENCE
BETWEEN THE MEANS OF THE PRE-TEST AND POST TEST SCORES
ON THE SCIENTIFIC ATTITUDE SCALE OF THE IPM GROUP
It can be seen from the table that the critical ratio is greaterthan 2.58.Hence
it is significant at 0.01 level.lt means that there is significant difference between the scores
of the pre-test and post-test.Since the mean score of post test is greater than that of the
pre-test,it can be concluded that IPM is effective in producing significant changes in the
scientific attitude of the pupils
5.4.10 Comparison of the Pre-Test and Post Test Scores of Scientific
Attitude- When CM is used -Class XI1
Scores
Pre-Test
Post-Test
The performance of pupils taught by CM in the pre-test and post test in
scientific attitude were compared and the difference in their performance was tested for
significance by finding the critical ratio. The data are given in Table -177.
Mean
33.9
45.9
N
60
60
SD
12.92
13.48
CR
4.97
Level of significance
0.01
Result of Test of Significance
Significant
TABLE 5.177 RESULTS OF TEST OF SIGNIFICANCE OF THE DIFFERENCE
BETWEEN THE MEANS OF THE PRE-TEST AND POST TEST SCORES
ON THE SCIENTIFIC ATTITUDE SCALE OF THE CM GROUP.
It can be seen from table that the critical ratio is greater than 2.58. Hence
it is significnt at 0.01 level. It means that there is significant difference in scientific attitude
scores of the pre-test and post-test. Since the mean score of the post-test is greater than
the pre-test it can be concluded that CM is also effective in producing significant changes
in the scientific attitude of the pupils.
Scores
Pre-Test
Post-Test
5.5.5 Analysis of the Entries of the Observation Schedule
The ratings obtained from the obse~ation schedules were converied into
scores and then analysed. The results are summarised in Tables 178, 179 and 180.
N
60
60
TABLE - 5.178 THE SCORES OBTAINED FOR THE OBSERVATION
SCHEDULE OF CAM
Mean
26.67
32.73
The range of scores possible is 18 - 72. The mean score obtained is 46.
This is much more than the midpoint of the range, that is 45. This indicates that the
SD
12.36
13.17
Mean
46
7
Teacher No
1
2
3
Marks Assigned
48
46
44
CR
2.60
Level of
significance
0.01
Result of Test
of Significance
Significant
procedure followed by the teacher has been rated to be satisfactory with respect to the
expected procedure.
TABLE - 5.179 THE SCORES OBTAINED FOR THE OBSERVATION
SCHEDULE OF ITM
The range of scores possible is 20 - 80. The mean score obtained is 64
This is much more than the midpoint of the range (50). This indicates that the procedure
followed by the teacher has been rated to be satisfactory with respect to the expected
~rocedure.
Teacher No
1
2
3
TABLE - 5.180 THE SCORES OBTAINED FOR THE OBSERVATION
SCHEDULE OF AOM
Marks Assigned
64
66
62
The range of scores possible is 0 - 56. The mean score obtained is 44.66
This is much more than the mid point (28). This indicates that the procedure followed by
the teacher has been rated to be satisfactory with reference to the expected procedure.
Mean
64
.
Mean
44.66
Teacher No
1
2
3
Marks Assigned
44
46
44
In conclusion, it may be stated that when tested on the basis of objectives
of knowledge, understanding and application the lnformation Processing Models have
great potentiality in achieving the goal of education. Irrespective of the different intelligence
groups, these models have great influence in the development of higher order objectives
of instruction like Scientific attitude. On the basis of the collected data an attempt was
made to reveal the extent of influenze of lnformation Processing Models of Teaching on
the development of those objectives when compared to the Conventional Method and
analysed in this chapter. The anlysis justifies the hypothesis that the lnformation
Processing Models tried out are far superior to the Conventional Method of Teaching in
bringing about attainment in Chemistry.