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IOSR Journal of Research & Method in Education (IOSR-JRME)
e-ISSN: 2320–7388,p-ISSN: 2320–737X Volume 5, Issue 2 Ver. II (Mar - Apr. 2015), PP 52-59
www.iosrjournals.org
DOI: 10.9790/7388-05225259 www.iosrjournals.org 52 | Page
The Electrochemical Series Love Cards (PC) As Memorising
Agent
M. A. Yahaya1*
, S. Saleh2
1
SMK Kamunting, 34600, Kamunting, Perak
2
School of Educational Studies, Universiti Sains Malaysia, 11800, Minden, Pulau Pinang
Abstract: This paper will describe the use of Electrochemical Series Love Cards in practicing memory
cognition regarding oxidation numbers for certain ions. The class design as groups’ game. The Electrochemical
Series – Cation & Anion very importance in answering questions related to Electrochemistry. Lastly, the
groups’ game results are compared to the Electrochemistry Final Exam (EFE) related to Electrochemistry
concepts.
Keywords: Electrochemical Series; Game cards; Memory; Ions Discharged
I. Introduction
Cooperative is the main factor in groups’ study. Togetherness and communication skills are also the
factors enhanced the groups to achieve learning goals [1]. Game-based learning makes studying more fun and
motivates the learners. Through this ES Love Cards (PC), the participants will try to make abstract concepts into
concrete objects. This will make them easier to learn [2].
Contextual learning make senses of learning. Chemistry is a study about non-living things. To make it
clearer, involving its concepts with living things become more interesting. Human is a complicated creatures.
Thus, we have not only physical body, but emotional and intelligences. So, in this study, we combine the
concepts of Chemistry – discharging ions by accepting or donating electrons into concrete object (PC). The
Electrochemical Series is the most important to be memorized. Without it, the students cannot answer the
questions about the ions selected to be discharged at the cathode/ anode.
L. V. Jones suggested that Science is Mathematics and Mathematics is Science. So, to improve Science
education, Steen (1987) agenda to improve Mathematics education should be followed [3]. For this study, the
students were let to study until they were ready to sit for the examinations. The Principles and teachers
commitment were gained before this programme started. The Learning Model (LM) for this study is a
combination of games structured and traditional. But, the LM we do not adhere here.
II. Methods And Procedures
Respondents
60 respondents selected from two schools – SMK Bukit Jana and SMK Kamunting, Perak. They were
16 years old, in Form 4, Pure Science students.
Research Hypotheses
H1: The students’ performances in Post-PC scores influence their results in Post-ML, -LT, -SRS, and –EFE.
H2: The students’ performances in Post-SRS scores influence their results in Post-ML, -PC, -LT, and -EFE.
H3: The students’ performances in Post-EFE scores influence their results in Post-ML, -PC, -LT, and -SRS.
Tests
The test for PC consists of 8 questions, filling in the blank type. The test is constructed followed the
Electrochemical Series and the charges of cations and anions. The EFE is objectives and subjective questions
containing in 15 questions about Electrochemistry concepts. They must answered the questions in 3 minutes for
pre- and post-PC Test, while for EFE is 1 hour and 15 minutes. The Scientific Reasoning Skills Test (SRS)
consists of 5 questions related to Electrochemistry concepts that must be answered in 20 minutes with evidence
using simple statistics. The 25 minutes Motivational Level Test (ML) contains 40 questions about self-goal,
values, epistemological beliefs, self-potential beliefs, and test anxiety. 7 simple questions of the Logical
Thinking Test (LT) must be answered in 20 minutes.
The Electrochemical Series Love Cards (Pc) As Memorising Agent
DOI: 10.9790/7388-05225259 www.iosrjournals.org 53 | Page
Rules for the PC
Figure 1. The Electrochemical Series Love Cards (PC) for Cations.
The first rules about the arrangement of these cards is a semicircle inside the card give value +1, while
a semicircle out from it gives value -1. The 2nd. rules is, the semicircles that appear at each edge of that card
also give value to determine the charges of the card.
Figure 2. The piece of card 6 and its neighbor.
Let say, the card 6 neighbor are card 2, 5, 7 and 10. The semicircles inside Card 6 are 6. While those
semicircles from the neighbor cards that touch each lines of Card 6 are 4. Using the formula,
The Charge of Card 6 = [(The Semicircles inside Card 6) X (+1)] + [(The Semicircles from Card 6
neighbors that touch each lines of Card 6) X (-1)]
In this case, the charges of Card 6 = [6 X (+1)] + [4 X (-1)] = +6 + (-4) = +2.
So, the charge for Card 6 is +2.
The same laws must be used to determine the charges for the ES for Anions (see Figure 3).
Figure 3. The Electrochemical Series Love Cards (PC) for Anions.
The Electrochemical Series Love Cards (Pc) As Memorising Agent
DOI: 10.9790/7388-05225259 www.iosrjournals.org 54 | Page
T&L Sessions: Before the T & L sessions, all types of pre-Tests were given. The session for PC started with
Pre-Test about 3 minutes. Part 1 of this session was memorizing the Electrochemical Series in groups. A group
consists of at least 4 to 6 person. After that, they will whisper the ES in lines to their friend. The last person
from each group wrote the Electrochemical Series (Cation & Anion) on the whiteboard. Part 2 was they must
arrange the cards until a love shape built, and then they must determine the charges for cation and anion. The T
& L sessions occurred about at least 3 to 8 weeks including the pre- and post-tests given. The students were let
to study and determine the date for class until they were ready to sit for examination.
Data Analyzing: The data analysing is using IBM SPSS Statistics Software 21.0. The One Way ANOVA,
Independent Samples or Repeated Tests were used to analyze the data. The homogeneity of regression slopes
was first determined before the One Way ANOVA and ANOVA Repeated Measurements is conducted. While
the significant value (p) for the Levene or Brown-Forsythe Tests also must be > 0.05 [4]. So, the homogeneity
of variances for the data has been met.
III. Results And Discussion
Post-PC Scores as Independent Variable (IV)
Table 1. The results for Levene and Brown-Forsythe Tests using PC as IV.
DV Levene Test Brown-Forsythe Test
Levene Statistic df1 df2 Sig. Brown-Forsythe Statistic df1 df2 Sig.
Post-ML 0.837 7 51 0.562 . . . .
Post-LT 3.787 7 51 0.002 . . . .
Post-SRS 2.481 7 51 0.028 . . . .
Post-EFE 1.573 7 51 0.165 . . . .
The results of Levene Test showed that the Post-ML and Post-EFE had met the homogeneity of the
variances due to p > 0.05 [4]. The majority of respondents had highest scores of PC, but their ML was moderate
(see Table 2).
Table 2. The descriptive statistics on Post-ML and Post-EFE using PC as IV.
Post-PC Post-ML Post-EFE
Mean Std. Deviation N Mean Std. Deviation N
0 178.80 17.484 5 9.00 3.000 5
0-3 176.00 . 1 19.00 . 1
4-7 165.00 1.414 2 17.50 4.950 2
8-11 169.00 15.706 4 16.25 6.185 4
12-15 155.00 9.899 2 16.50 10.607 2
5 153.40 10.761 5 20.00 8.246 5
6 150.71 7.697 7 15.57 4.315 7
7 161.08 14.477 13 14.46 6.132 13
8 161.90 13.917 21 18.29 8.415 21
Table 3. The results for One-Way ANOVA Independent Samples (Tests of Between-Subjects Effects and
Univariate Test) using PC as IV.
DV Tests of Between-Subjects Effects Univariate Test
F value df1 df2 Sig. F value df1 df2 Sig.
Post-ML 2.191 8 51 0.044 2.191 8 51 0.044
Post-LT 2.234 8 51 0.040 2.234 8 51 0.040
Post-SRS 2.483 8 51 0.023 2.483 8 51 0.023
Post-EFE 1.194 8 51 0.321 1.194 8 51 0.321
From Table 3, there are significant differences of ML among the Post-PC scores groups. While for EFE, no
significant differences showed due to p > 0.05.
Table 4. The results for One-Way ANOVA Independent Samples (Pairwise Comparisons Test) using PC
as IV and Post-ML as DV.
(I)
Post-PC
(J) Post-PC Mean Difference
(I – J)
Std. Error Sig. 95 % Confidence Interval for
Difference
Lower Bound Upper Bound
0-3 6 28.086*
7.894 .029 1.387 54.784
6 0 -28.086*
7.894 .029 -54.784 -1.387
The Electrochemical Series Love Cards (Pc) As Memorising Agent
DOI: 10.9790/7388-05225259 www.iosrjournals.org 55 | Page
The scores mean differences for ML among (I) Post-PC 0 with (J) Post-PC 6 and (I) Post-PC 6 with (J)
Post-PC 0 are significant after controlling error Type 1 using Bonferroni (as can be seen in Table 4) due to p <
0.05 and the mean differences value are 28.086 and -28.086. While for Post-EFE, the scores mean differences is
no significant due to all the p > 0.05. So, I think no need to present here.
The figure plots for EMM of Post-ML and –EFE based on their scores in Post-PC as can be seen in Figure 1 and
2.
Figure 1. The EMM of Post-ML based on their scores in Post-PC.
Figure 2. The EMM of Post-EFE based on their scores in Post-PC.
Post-SRS Scores as IV
Table 5. The results for Levene and Brown-Forsythe Tests using SRS as IV.
DV Levene Test Brown-Forsythe Test
Levene
Statistic
df1 df2 Sig. Brown-Forsythe
Statistic
df1 df2 Sig.
Post-ML 1.147 8 79 0.342 . . . .
Post-PC 1.927 8 49 0.077 . . . .
Post-LT 3.450 8 79 0.002 . . . .
Post-EFE 1.207 8 79 0.306 . . . .
Using the SRS as IV, Post-ML, -PC, and –EFE had met the homogeneity of the variances (in Table 5).
The descriptive statistics for SRS as IV showed in Table 6.
The Electrochemical Series Love Cards (Pc) As Memorising Agent
DOI: 10.9790/7388-05225259 www.iosrjournals.org 56 | Page
Table 6. Descriptive statistics for Post-ML, -PC, and –EFE while using SRS as IV.
Post-
SRS
Post-ML Post-PC Post-EFE
Mean Std.
Deviation
N Mean Std.
Deviation
N Mean Std.
Deviation
N
0-3 194.00 . 1 .00 . 1 10.00 . 1
12-15 188.00 . 1 .00 . 1 12.00 . 1
5 168.40 15.274 5 2.50 1.732 4 12.20 5.891 5
6 152.33 15.535 3 7.00 .000 2 12.67 4.509 3
7 155.09 15.611 11 6.14 2.795 7 13.82 3.573 11
8 159.18 14.428 22 5.69 2.626 13 15.45 5.352 22
9 159.00 12.505 12 7.80 .447 5 16.83 6.834 12
10 157.84 8.610 19 7.27 .905 11 20.05 5.126 19
11 168.00 5.701 5 6.00 2.550 5 22.20 3.701 5
12 154.80 14.237 5 4.80 2.280 5 20.20 7.328 5
13 167.83 15.536 6 6.17 2.137 6 24.17 9.704 6
Table 7. The results for One-Way ANOVA Independent Samples (Tests of Between-Subjects Effects and
Univariate Test) using SRS as IV.
DV Tests of Between-Subjects Effects Univariate Test
F value df1 df2 Sig. F value df1 df2 Sig.
Post-ML 2.159 10 79 0.029 2.159 10 79 0.029
Post-PC 3.708 10 49 0.001 3.708 10 49 0.001
Post-LT 7.549 10 79 0.000 7.549 10 79 0.000
Post-EFE 3.224 10 79 0.002 3.224 10 79 0.002
Table 8 shows the results for One-Way ANOVA Independent Samples (Pairwise Comparisons Test)
using SRS as IV. All the p value for Pairwise Comparisons Tests for Post-ML and Post-EFE as DV are more
than 0.05. So, I do not present here. While using Post-PC, all the p values are > 0.05, except for some groups as
in Table 8. These give impact that the SRS influenced Post-PC scores especially for (I) Post-SRS 5 (J) Post-SRS
9, (I) Post-SRS 5 (J) Post-SRS 10, (I) Post-SRS 8 (J) Post-SRS 5, and (I) Post-SRS 9 (J) Post-SRS 5, with the
differences in mean values -5.300, -4.773, 5.300, and 4.773 respectively.
Table 8. The results of Pairwise Comparisons Test for SRS as IV and Post-PC the DV.
(I) Post-
SRS
(J) Post-
SRS
Mean Difference
(I – J)
Std. Error Sig.b
95 % Confidence Interval for
Differenceb
Lower Bound Upper Bound
5 9 -5.300*
1.412 .026 -10.289 -.311
10 -4.773*
1.229 .017 -9.115 -.430
8 5 5.300*
1.412 .026 .311 10.289
9 5 4.773*
1.229 .017 .430 9.115
Based on estimated marginal means
*. The mean difference is significant at the .05 level.
b. Adjustment for multiple comparisons: Bonferroni.
The profile plots for EMM of Post-ML, - PC, and –EFE are shown in Figure 3, 4, and 5 respectively.
Figure 3. The motivational level based on their scores in Post-SRS.
The Electrochemical Series Love Cards (Pc) As Memorising Agent
DOI: 10.9790/7388-05225259 www.iosrjournals.org 57 | Page
Figure 4. The Post-PC scores based on their Post-SRS scores.
Figure 5. The Post-EFE scores based on their Post-SRS scores.
Post-EFE scores as IV
Table 9. The results for Levene and Brown-Forsythe Tests using EFE Test as IV.
DV Levene Test Brown-Forsythe Test
Levene
Statistic
df1 df2 Sig. Brown-
Forsythe
Statistic
df1 df2 Sig.
Post-ML 1.721 20 65 0.052 . . . .
Post-PC 3.628 17 35 0.001 . . . .
Post-SRS 1.671 20 65 0.062 . . . .
Post-LT 3.082 20 65 0.000 . . . .
The Electrochemical Series Love Cards (Pc) As Memorising Agent
DOI: 10.9790/7388-05225259 www.iosrjournals.org 58 | Page
Table 10. Descriptive Statistics for students’ scores on Post-ML and -SRS using EFE Test as IV.
Post-EFE Post-ML Post-SRS
Mean Std. Deviation N Mean Std. Deviation N
30-39 149.00 . 1 5.00 . 1
40-49 188.00 . 1 8.00 . 1
50-59 154.00 16.971 2 9.00 .000 2
8 149.00 11.314 2 9.00 4.243 2
9 170.33 11.150 3 6.33 1.155 3
10 174.60 16.891 5 6.60 3.209 5
11 156.00 16.197 7 9.00 1.915 7
12 164.00 33.941 2 6.00 2.828 2
13 152.00 9.522 7 7.29 1.704 7
14 152.00 11.165 4 9.00 1.155 4
15 146.00 9.274 4 8.50 1.291 4
16 168.33 22.008 3 6.67 1.528 3
17 156.33 16.537 6 8.00 1.789 6
18 166.50 9.192 2 11.50 2.121 2
19 170.33 8.963 3 9.00 3.606 3
20 163.33 9.730 6 8.33 1.033 6
21 159.38 5.370 8 9.50 1.069 8
22 160.83 7.026 6 9.67 1.033 6
23 148.00 8.042 4 9.50 1.732 4
24 158.50 12.396 4 11.00 1.414 4
25 158.67 9.018 3 11.00 2.646 3
26 164.50 3.536 2 10.50 2.121 2
27 172.33 7.767 3 11.33 1.528 3
32 173.00 . 1 10.00 . 1
40 186.00 . 1 13.00 . 1
Table 11. The results for One-Way ANOVA Independent Samples (Tests of Between-Subjects Effects and
Univariate Test) using EFE as IV.
DV Tests of Between-Subjects Effects Univariate Test
F value df1 df2 Sig. F value df1 df2 Sig.
Post-ML 1.848 24 65 0.027 1.848 24 65 0.027
Post-PC 1.490 24 35 0.138 1.490 24 35 0.138
Post-SRS 2.538 24 65 0.002 2.538 24 65 0.002
Post-LT 1.466 24 65 0.113 1.466 24 65 0.113
The scores mean differences of ML and SRS in Post-EFE groups are significant due to p < 0.05 (as can
be seen in Table 11). But, the Pairwise Comparisons Test do not show which groups are differ due to all the p
value is > 0.05. So I do not present the Pairwise Comparisons Test here. The figure plots EMM of Post-ML and
–SRS when using EFE as IV can be seen in Figure 6 and 7 respectively.
Figure 6. The motivational level based on their Post-EFE scores.
The Electrochemical Series Love Cards (Pc) As Memorising Agent
DOI: 10.9790/7388-05225259 www.iosrjournals.org 59 | Page
Figure 7. The SRS based on their Post-EFE scores.
IV. Conclusion
The Post-PC scores as IV influenced students’ performances in Post-ML. The Post-SRS scores as IV
influenced students’ performance in Post-PC. The EFE as IV influenced the students’ scores in Post-ML and –
SRS.
Acknowledgements
My deepest gratitude for those involved in this programme especially to my supervisor, Dr. Salmiza
Salleh, my parents Mr. Yahaya B. Ibrahim and Mrs. Anisah Bt Abdul Mutalib, my husband Mr. Muhammad
Shukri Alhafiz B. Mohamad Yusof, School of Educational Studies, USM, the Malaysian Ministry of Education,
Mr. Amir Sayuti B. Abd. Hanip representative from PPDLMS, JPN Perak, Chemistry teachers in LMS area,
Perak, Pure Science students of SMKBJ, SMKKP, and SMKK, Larut Matang & Selama, Perak, Malaysia.
References
[1]. Munawaroh, The Effect of Type Stad Cooperative Learning Model, the Way of Learning, And Learning Motivation toward
Entrepreneurial Attitudes (A case Study in SMK N I Jombang), IOSR Journal of Research & Method in Education (IOSR-JRME),
3, 2013, 38-44.
[2]. Samuel B. Day & Robert L. Goldstone, The Import of Knowledge Export: Connecting Findings and Theories of Transfer of
Learning, Educational Psychologist, 47(3), 2012, 153-176.
[3]. L. V. Jones, Chapter 8: School Achievement Trends in Mathematics and Science, and What Can Be Done to Improve Them,
Review of Research in Education, 15, 1988, 307 – 341.
[4]. Piaw, C. Y., Statistik Penyelidikan Lanjutan (KL, McGraw-Hill M’sia Sdn. Bhd.: 2009), 46.

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The Electrochemical Series Love Cards (PC) As Memorising Agent

  • 1. IOSR Journal of Research & Method in Education (IOSR-JRME) e-ISSN: 2320–7388,p-ISSN: 2320–737X Volume 5, Issue 2 Ver. II (Mar - Apr. 2015), PP 52-59 www.iosrjournals.org DOI: 10.9790/7388-05225259 www.iosrjournals.org 52 | Page The Electrochemical Series Love Cards (PC) As Memorising Agent M. A. Yahaya1* , S. Saleh2 1 SMK Kamunting, 34600, Kamunting, Perak 2 School of Educational Studies, Universiti Sains Malaysia, 11800, Minden, Pulau Pinang Abstract: This paper will describe the use of Electrochemical Series Love Cards in practicing memory cognition regarding oxidation numbers for certain ions. The class design as groups’ game. The Electrochemical Series – Cation & Anion very importance in answering questions related to Electrochemistry. Lastly, the groups’ game results are compared to the Electrochemistry Final Exam (EFE) related to Electrochemistry concepts. Keywords: Electrochemical Series; Game cards; Memory; Ions Discharged I. Introduction Cooperative is the main factor in groups’ study. Togetherness and communication skills are also the factors enhanced the groups to achieve learning goals [1]. Game-based learning makes studying more fun and motivates the learners. Through this ES Love Cards (PC), the participants will try to make abstract concepts into concrete objects. This will make them easier to learn [2]. Contextual learning make senses of learning. Chemistry is a study about non-living things. To make it clearer, involving its concepts with living things become more interesting. Human is a complicated creatures. Thus, we have not only physical body, but emotional and intelligences. So, in this study, we combine the concepts of Chemistry – discharging ions by accepting or donating electrons into concrete object (PC). The Electrochemical Series is the most important to be memorized. Without it, the students cannot answer the questions about the ions selected to be discharged at the cathode/ anode. L. V. Jones suggested that Science is Mathematics and Mathematics is Science. So, to improve Science education, Steen (1987) agenda to improve Mathematics education should be followed [3]. For this study, the students were let to study until they were ready to sit for the examinations. The Principles and teachers commitment were gained before this programme started. The Learning Model (LM) for this study is a combination of games structured and traditional. But, the LM we do not adhere here. II. Methods And Procedures Respondents 60 respondents selected from two schools – SMK Bukit Jana and SMK Kamunting, Perak. They were 16 years old, in Form 4, Pure Science students. Research Hypotheses H1: The students’ performances in Post-PC scores influence their results in Post-ML, -LT, -SRS, and –EFE. H2: The students’ performances in Post-SRS scores influence their results in Post-ML, -PC, -LT, and -EFE. H3: The students’ performances in Post-EFE scores influence their results in Post-ML, -PC, -LT, and -SRS. Tests The test for PC consists of 8 questions, filling in the blank type. The test is constructed followed the Electrochemical Series and the charges of cations and anions. The EFE is objectives and subjective questions containing in 15 questions about Electrochemistry concepts. They must answered the questions in 3 minutes for pre- and post-PC Test, while for EFE is 1 hour and 15 minutes. The Scientific Reasoning Skills Test (SRS) consists of 5 questions related to Electrochemistry concepts that must be answered in 20 minutes with evidence using simple statistics. The 25 minutes Motivational Level Test (ML) contains 40 questions about self-goal, values, epistemological beliefs, self-potential beliefs, and test anxiety. 7 simple questions of the Logical Thinking Test (LT) must be answered in 20 minutes.
  • 2. The Electrochemical Series Love Cards (Pc) As Memorising Agent DOI: 10.9790/7388-05225259 www.iosrjournals.org 53 | Page Rules for the PC Figure 1. The Electrochemical Series Love Cards (PC) for Cations. The first rules about the arrangement of these cards is a semicircle inside the card give value +1, while a semicircle out from it gives value -1. The 2nd. rules is, the semicircles that appear at each edge of that card also give value to determine the charges of the card. Figure 2. The piece of card 6 and its neighbor. Let say, the card 6 neighbor are card 2, 5, 7 and 10. The semicircles inside Card 6 are 6. While those semicircles from the neighbor cards that touch each lines of Card 6 are 4. Using the formula, The Charge of Card 6 = [(The Semicircles inside Card 6) X (+1)] + [(The Semicircles from Card 6 neighbors that touch each lines of Card 6) X (-1)] In this case, the charges of Card 6 = [6 X (+1)] + [4 X (-1)] = +6 + (-4) = +2. So, the charge for Card 6 is +2. The same laws must be used to determine the charges for the ES for Anions (see Figure 3). Figure 3. The Electrochemical Series Love Cards (PC) for Anions.
  • 3. The Electrochemical Series Love Cards (Pc) As Memorising Agent DOI: 10.9790/7388-05225259 www.iosrjournals.org 54 | Page T&L Sessions: Before the T & L sessions, all types of pre-Tests were given. The session for PC started with Pre-Test about 3 minutes. Part 1 of this session was memorizing the Electrochemical Series in groups. A group consists of at least 4 to 6 person. After that, they will whisper the ES in lines to their friend. The last person from each group wrote the Electrochemical Series (Cation & Anion) on the whiteboard. Part 2 was they must arrange the cards until a love shape built, and then they must determine the charges for cation and anion. The T & L sessions occurred about at least 3 to 8 weeks including the pre- and post-tests given. The students were let to study and determine the date for class until they were ready to sit for examination. Data Analyzing: The data analysing is using IBM SPSS Statistics Software 21.0. The One Way ANOVA, Independent Samples or Repeated Tests were used to analyze the data. The homogeneity of regression slopes was first determined before the One Way ANOVA and ANOVA Repeated Measurements is conducted. While the significant value (p) for the Levene or Brown-Forsythe Tests also must be > 0.05 [4]. So, the homogeneity of variances for the data has been met. III. Results And Discussion Post-PC Scores as Independent Variable (IV) Table 1. The results for Levene and Brown-Forsythe Tests using PC as IV. DV Levene Test Brown-Forsythe Test Levene Statistic df1 df2 Sig. Brown-Forsythe Statistic df1 df2 Sig. Post-ML 0.837 7 51 0.562 . . . . Post-LT 3.787 7 51 0.002 . . . . Post-SRS 2.481 7 51 0.028 . . . . Post-EFE 1.573 7 51 0.165 . . . . The results of Levene Test showed that the Post-ML and Post-EFE had met the homogeneity of the variances due to p > 0.05 [4]. The majority of respondents had highest scores of PC, but their ML was moderate (see Table 2). Table 2. The descriptive statistics on Post-ML and Post-EFE using PC as IV. Post-PC Post-ML Post-EFE Mean Std. Deviation N Mean Std. Deviation N 0 178.80 17.484 5 9.00 3.000 5 0-3 176.00 . 1 19.00 . 1 4-7 165.00 1.414 2 17.50 4.950 2 8-11 169.00 15.706 4 16.25 6.185 4 12-15 155.00 9.899 2 16.50 10.607 2 5 153.40 10.761 5 20.00 8.246 5 6 150.71 7.697 7 15.57 4.315 7 7 161.08 14.477 13 14.46 6.132 13 8 161.90 13.917 21 18.29 8.415 21 Table 3. The results for One-Way ANOVA Independent Samples (Tests of Between-Subjects Effects and Univariate Test) using PC as IV. DV Tests of Between-Subjects Effects Univariate Test F value df1 df2 Sig. F value df1 df2 Sig. Post-ML 2.191 8 51 0.044 2.191 8 51 0.044 Post-LT 2.234 8 51 0.040 2.234 8 51 0.040 Post-SRS 2.483 8 51 0.023 2.483 8 51 0.023 Post-EFE 1.194 8 51 0.321 1.194 8 51 0.321 From Table 3, there are significant differences of ML among the Post-PC scores groups. While for EFE, no significant differences showed due to p > 0.05. Table 4. The results for One-Way ANOVA Independent Samples (Pairwise Comparisons Test) using PC as IV and Post-ML as DV. (I) Post-PC (J) Post-PC Mean Difference (I – J) Std. Error Sig. 95 % Confidence Interval for Difference Lower Bound Upper Bound 0-3 6 28.086* 7.894 .029 1.387 54.784 6 0 -28.086* 7.894 .029 -54.784 -1.387
  • 4. The Electrochemical Series Love Cards (Pc) As Memorising Agent DOI: 10.9790/7388-05225259 www.iosrjournals.org 55 | Page The scores mean differences for ML among (I) Post-PC 0 with (J) Post-PC 6 and (I) Post-PC 6 with (J) Post-PC 0 are significant after controlling error Type 1 using Bonferroni (as can be seen in Table 4) due to p < 0.05 and the mean differences value are 28.086 and -28.086. While for Post-EFE, the scores mean differences is no significant due to all the p > 0.05. So, I think no need to present here. The figure plots for EMM of Post-ML and –EFE based on their scores in Post-PC as can be seen in Figure 1 and 2. Figure 1. The EMM of Post-ML based on their scores in Post-PC. Figure 2. The EMM of Post-EFE based on their scores in Post-PC. Post-SRS Scores as IV Table 5. The results for Levene and Brown-Forsythe Tests using SRS as IV. DV Levene Test Brown-Forsythe Test Levene Statistic df1 df2 Sig. Brown-Forsythe Statistic df1 df2 Sig. Post-ML 1.147 8 79 0.342 . . . . Post-PC 1.927 8 49 0.077 . . . . Post-LT 3.450 8 79 0.002 . . . . Post-EFE 1.207 8 79 0.306 . . . . Using the SRS as IV, Post-ML, -PC, and –EFE had met the homogeneity of the variances (in Table 5). The descriptive statistics for SRS as IV showed in Table 6.
  • 5. The Electrochemical Series Love Cards (Pc) As Memorising Agent DOI: 10.9790/7388-05225259 www.iosrjournals.org 56 | Page Table 6. Descriptive statistics for Post-ML, -PC, and –EFE while using SRS as IV. Post- SRS Post-ML Post-PC Post-EFE Mean Std. Deviation N Mean Std. Deviation N Mean Std. Deviation N 0-3 194.00 . 1 .00 . 1 10.00 . 1 12-15 188.00 . 1 .00 . 1 12.00 . 1 5 168.40 15.274 5 2.50 1.732 4 12.20 5.891 5 6 152.33 15.535 3 7.00 .000 2 12.67 4.509 3 7 155.09 15.611 11 6.14 2.795 7 13.82 3.573 11 8 159.18 14.428 22 5.69 2.626 13 15.45 5.352 22 9 159.00 12.505 12 7.80 .447 5 16.83 6.834 12 10 157.84 8.610 19 7.27 .905 11 20.05 5.126 19 11 168.00 5.701 5 6.00 2.550 5 22.20 3.701 5 12 154.80 14.237 5 4.80 2.280 5 20.20 7.328 5 13 167.83 15.536 6 6.17 2.137 6 24.17 9.704 6 Table 7. The results for One-Way ANOVA Independent Samples (Tests of Between-Subjects Effects and Univariate Test) using SRS as IV. DV Tests of Between-Subjects Effects Univariate Test F value df1 df2 Sig. F value df1 df2 Sig. Post-ML 2.159 10 79 0.029 2.159 10 79 0.029 Post-PC 3.708 10 49 0.001 3.708 10 49 0.001 Post-LT 7.549 10 79 0.000 7.549 10 79 0.000 Post-EFE 3.224 10 79 0.002 3.224 10 79 0.002 Table 8 shows the results for One-Way ANOVA Independent Samples (Pairwise Comparisons Test) using SRS as IV. All the p value for Pairwise Comparisons Tests for Post-ML and Post-EFE as DV are more than 0.05. So, I do not present here. While using Post-PC, all the p values are > 0.05, except for some groups as in Table 8. These give impact that the SRS influenced Post-PC scores especially for (I) Post-SRS 5 (J) Post-SRS 9, (I) Post-SRS 5 (J) Post-SRS 10, (I) Post-SRS 8 (J) Post-SRS 5, and (I) Post-SRS 9 (J) Post-SRS 5, with the differences in mean values -5.300, -4.773, 5.300, and 4.773 respectively. Table 8. The results of Pairwise Comparisons Test for SRS as IV and Post-PC the DV. (I) Post- SRS (J) Post- SRS Mean Difference (I – J) Std. Error Sig.b 95 % Confidence Interval for Differenceb Lower Bound Upper Bound 5 9 -5.300* 1.412 .026 -10.289 -.311 10 -4.773* 1.229 .017 -9.115 -.430 8 5 5.300* 1.412 .026 .311 10.289 9 5 4.773* 1.229 .017 .430 9.115 Based on estimated marginal means *. The mean difference is significant at the .05 level. b. Adjustment for multiple comparisons: Bonferroni. The profile plots for EMM of Post-ML, - PC, and –EFE are shown in Figure 3, 4, and 5 respectively. Figure 3. The motivational level based on their scores in Post-SRS.
  • 6. The Electrochemical Series Love Cards (Pc) As Memorising Agent DOI: 10.9790/7388-05225259 www.iosrjournals.org 57 | Page Figure 4. The Post-PC scores based on their Post-SRS scores. Figure 5. The Post-EFE scores based on their Post-SRS scores. Post-EFE scores as IV Table 9. The results for Levene and Brown-Forsythe Tests using EFE Test as IV. DV Levene Test Brown-Forsythe Test Levene Statistic df1 df2 Sig. Brown- Forsythe Statistic df1 df2 Sig. Post-ML 1.721 20 65 0.052 . . . . Post-PC 3.628 17 35 0.001 . . . . Post-SRS 1.671 20 65 0.062 . . . . Post-LT 3.082 20 65 0.000 . . . .
  • 7. The Electrochemical Series Love Cards (Pc) As Memorising Agent DOI: 10.9790/7388-05225259 www.iosrjournals.org 58 | Page Table 10. Descriptive Statistics for students’ scores on Post-ML and -SRS using EFE Test as IV. Post-EFE Post-ML Post-SRS Mean Std. Deviation N Mean Std. Deviation N 30-39 149.00 . 1 5.00 . 1 40-49 188.00 . 1 8.00 . 1 50-59 154.00 16.971 2 9.00 .000 2 8 149.00 11.314 2 9.00 4.243 2 9 170.33 11.150 3 6.33 1.155 3 10 174.60 16.891 5 6.60 3.209 5 11 156.00 16.197 7 9.00 1.915 7 12 164.00 33.941 2 6.00 2.828 2 13 152.00 9.522 7 7.29 1.704 7 14 152.00 11.165 4 9.00 1.155 4 15 146.00 9.274 4 8.50 1.291 4 16 168.33 22.008 3 6.67 1.528 3 17 156.33 16.537 6 8.00 1.789 6 18 166.50 9.192 2 11.50 2.121 2 19 170.33 8.963 3 9.00 3.606 3 20 163.33 9.730 6 8.33 1.033 6 21 159.38 5.370 8 9.50 1.069 8 22 160.83 7.026 6 9.67 1.033 6 23 148.00 8.042 4 9.50 1.732 4 24 158.50 12.396 4 11.00 1.414 4 25 158.67 9.018 3 11.00 2.646 3 26 164.50 3.536 2 10.50 2.121 2 27 172.33 7.767 3 11.33 1.528 3 32 173.00 . 1 10.00 . 1 40 186.00 . 1 13.00 . 1 Table 11. The results for One-Way ANOVA Independent Samples (Tests of Between-Subjects Effects and Univariate Test) using EFE as IV. DV Tests of Between-Subjects Effects Univariate Test F value df1 df2 Sig. F value df1 df2 Sig. Post-ML 1.848 24 65 0.027 1.848 24 65 0.027 Post-PC 1.490 24 35 0.138 1.490 24 35 0.138 Post-SRS 2.538 24 65 0.002 2.538 24 65 0.002 Post-LT 1.466 24 65 0.113 1.466 24 65 0.113 The scores mean differences of ML and SRS in Post-EFE groups are significant due to p < 0.05 (as can be seen in Table 11). But, the Pairwise Comparisons Test do not show which groups are differ due to all the p value is > 0.05. So I do not present the Pairwise Comparisons Test here. The figure plots EMM of Post-ML and –SRS when using EFE as IV can be seen in Figure 6 and 7 respectively. Figure 6. The motivational level based on their Post-EFE scores.
  • 8. The Electrochemical Series Love Cards (Pc) As Memorising Agent DOI: 10.9790/7388-05225259 www.iosrjournals.org 59 | Page Figure 7. The SRS based on their Post-EFE scores. IV. Conclusion The Post-PC scores as IV influenced students’ performances in Post-ML. The Post-SRS scores as IV influenced students’ performance in Post-PC. The EFE as IV influenced the students’ scores in Post-ML and – SRS. Acknowledgements My deepest gratitude for those involved in this programme especially to my supervisor, Dr. Salmiza Salleh, my parents Mr. Yahaya B. Ibrahim and Mrs. Anisah Bt Abdul Mutalib, my husband Mr. Muhammad Shukri Alhafiz B. Mohamad Yusof, School of Educational Studies, USM, the Malaysian Ministry of Education, Mr. Amir Sayuti B. Abd. Hanip representative from PPDLMS, JPN Perak, Chemistry teachers in LMS area, Perak, Pure Science students of SMKBJ, SMKKP, and SMKK, Larut Matang & Selama, Perak, Malaysia. References [1]. Munawaroh, The Effect of Type Stad Cooperative Learning Model, the Way of Learning, And Learning Motivation toward Entrepreneurial Attitudes (A case Study in SMK N I Jombang), IOSR Journal of Research & Method in Education (IOSR-JRME), 3, 2013, 38-44. [2]. Samuel B. Day & Robert L. Goldstone, The Import of Knowledge Export: Connecting Findings and Theories of Transfer of Learning, Educational Psychologist, 47(3), 2012, 153-176. [3]. L. V. Jones, Chapter 8: School Achievement Trends in Mathematics and Science, and What Can Be Done to Improve Them, Review of Research in Education, 15, 1988, 307 – 341. [4]. Piaw, C. Y., Statistik Penyelidikan Lanjutan (KL, McGraw-Hill M’sia Sdn. Bhd.: 2009), 46.