Vocabulary Learning using Bilingual Knowledge Maps in Malaysian primary context - A pilot study

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    BILINGUAL KNOWLEDGE MAPS VERSUS WORD-PAIR LIST FOR

    VOCABULARY ACQUISITION

    MOHD FHAIZAL HARITH MOHD SAKRI

    A Project Paper submitted in Partial Completion of the Requirement for the Award

    of the Degree of Bachelor of Education (TESOL)

    ..

    TEMENGGONG IBRAHIM TEACHER EDUCATION INSTITUTION

    APRIL 2013

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    The undersigned, have examined the research report presented by Mohammad

    Fhaizal Harith bin Mohammad Sakri, a candidate for the degree of Bachelor of

    Education (TESOL) and hereby certify that, in their opinion, it is worthy of

    acceptance.

    Signature : .

    Name of Supervisor : .

    Date : .

    Signature : .

    Name of Supervisor : .

    Date : .

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    DECLARATION

    I declare that this research project is the result of my own research

    except as cited in reference.

    Signature : .

    Name of Candidate : .

    Date : .

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    DEDICATION

    To my loving parents

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    ACKNOWLEDGEMENT

    The author would like to express his sincere appreciation to the thesis

    supervisor, Miss Nuraishah Goh for guidance and encouragement given the period of

    the research.

    Cooperation given by the Faculty of Education, University of Auckland, the

    Language Department, Temenggong Ibrahim Teacher Education Institute, SK Mohd

    Khir Joharis staff and pupils, lecturers, and friends are greatly appreciated.

    Appreciation is also extended to all those involved either directly or indirectly

    towards this research project.

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    ABSTRACT

    The purpose of this research study was to find out the influence of meaningful

    semantic mapping for vocabulary learning in Malaysian primary school. The learning

    approach was focused on a semantic mapping strategy called Bilingual Knowledge

    map armed with an array of semantic linkers, going against a common word-list

    strategy. The participants consisted of 36 pupils from Year 5A who possessed

    considerable proficiency in English language skills. The collected data revealed a

    notable but insignificant influence of semantic mapping in vocabulary learning. The

    participants did well in both strategies, considering their performances and feedback.

    The results of the study suggested that the use of semantic mapping strategy such as

    BiK-Maps in vocabulary learning is useful to those who is capable of making the

    connections using the semantic links to make sense of the vocabularies. Beyond that,

    the BiK-Maps are neither superior nor inferior to the common word-pair lists.

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    TABLE OF CONTENTS

    CHAPTER CONTENTS PAGE

    Declaration 3

    Dedication 4

    Acknowledgement 5

    Abstract 6

    Table of Contents 7-9

    CHAPTER I INTRODUCTION

    1.0 Introduction 91.1 Background of the study 9

    1.2 Statement of the Problem 10

    1.3 Objectives of the study 10

    1.4 Research Questions 10

    1.5 Significance of the study 11

    1.6 Limitation of the study 11

    1.7 Definition of Terms 11

    CHAPTER II REVIEW OF LITERATURE

    2.0 Introduction 12

    2.1 Theoretical Framework 12

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    2.2 Related literature 12-15

    CHAPTER III RESEARCH METHODOLOGY

    3.0 Introduction 16

    3.1 Design of the study 16

    3.2 Population and Samples of the study 16

    3.3 The Research Instruments 17

    3.4 Research Procedure 19

    CHAPTER IV DATA ANALYSIS

    4.0 Introduction 20

    4.1 Quantitative Analysis 20

    4.2 Qualitative Analysis 23

    CHAPTER V SUMMARY, CONCLUSIONS &

    RECOMMENDATION 26

    BIBLIOGRAPHY 27

    APPENDICES 30

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    CHAPTER I

    INTRODUCTION

    1.0 Introduction

    Over the past few decades, various learning techniques and strategies have

    been developed to improve the vocabulary learning among young learners in English

    as second language (ESL) context. One such strategy is semantic mapping. Semantic

    mapping make use of meaningful links that give the learners comprehensible and

    relatable connections to guide their vocabulary learning. This strategy provides the

    learners the opportunity to learn using their cognitive space to make sense of new

    information rather than intense memorisation.

    1.1 Background of the study

    The research study is based on the use of semantic mapping such as the Bik-

    Maps in facilitating vocabulary learning among second language learners. Such

    strategy has been piloted in several research studies and all of the results show

    favourable advantage of the BiK-Maps strategy in facilitating second language

    learners vocabulary acquisition over many other mapping strategies. However, the

    studythat has been used in various version and contexts has not yet been done in

    Malaysian primary ESL setting. This gives the idea of where this study can be

    conducted and what kind of participant is required.

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    1.2 Statement of the problem

    The normal and common word-pair lists strategy lacks semantic organisation

    between nodes and this is the problem in the current bilingual mapping strategy.

    Without elaborate and meaningful semantic organisation, ESL learners (not

    specifically Malaysian learners) may not be able to acquire vocabularies well enough

    because of poor spatial organisation alternated (not simultaneous) exposure between

    languages, and the limited amount of semantic linkers as on earlier word maps and

    lists (Bahr & Dansereau, 2001). Therefore BiK-Maps, equipped with clear semantic

    organisation, may have a certain advantage against the current strategy in the

    vocabulary learning. This paper is designed to address this particular gap and to find

    out what kind of influence the semantic mapping and organisation of the BiK-Maps

    hold.

    1.3 Objectives of the study

    The objective of the research study is mainly focusing on the use of semantic

    mapping strategy such as BiK-Maps in facilitating, or even enhancing the

    participants vocabulary learning. The semantic and meaning-making approach may

    have a certain influence or advantage over the common look-and-memorise

    approach. The research study intents to find out to what extent the semantic mapping

    facilitates young learners vocabulary learning, and how well it fares against the

    current common non-linked word-pair strategy.

    1.4 Research Question

    The research question for this research study is therefore:

    o Does the use of BiK-maps significantly facilitate vocabularyacquisition among Malaysian primary ESL learners in comparison to

    normal non-linked bilingual mapping strategy (word-pair lists)?

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    1.5 Significance of the study

    The significance of this study lies in the current ESL situation in Malaysia.

    Malaysian primary ESL syllabus is moving towards communicative approach in this

    few recent years. The teaching and learning instruction is slowly changing with more

    and more interactive teaching aids introduced and used in the classroom. The

    emergence of the new primary school syllabus (KSSR) in Malaysian education

    system promotes fun, interactive and meaningful learning experience for the pupils.

    The pupils are encouraged to sustain and make sense of their in learning in a

    meaningful and constructive way. Vocabularies cannot be learned just by

    memorising; one must make connection and comprehend the meaning of each word

    in order to fully make use of the words and widen their knowledge. If proven, it is

    certainly interesting to see the addition of Bilingual Knowledge Maps strategy will

    harmonize the teaching aid variety and provides the teachers and learners with a

    useful vocabulary learning strategy in the Malaysian ESL primary context.

    1.6 Limitation of the study

    Any limitation has been reduced and addressed elaborately to no longer affect

    the full research study.

    1.7 Definition of Terms

    ESLEnglish as second language

    KSSRKurikulum Standard Sekolah Rendah

    SLASecond language acquisition

    BiK-MapBilingual Knowledge Map

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    CHAPTER II

    REVIEW OF RELEVANT LITERATURE

    2.0 Introduction

    As mentioned before, there are lot of theories and strategies that have been

    developed by educators and scholars as well as researchers in order to improve

    learners second language acquisition (SLA), particularly English. Famous scholars

    for instance Stephen Krashen formulated his famous Monitor Theory to explain

    individual differences in ESL (Willis & Willis, 2007). Theories, such as the Working

    Memory theory that elucidates the notion of memory structure and how a learner

    stores and retrieves informationoften developed in order to gain more insight into

    SLA. Among all the theories and strategies in SLA, few will be referred and form the

    ground for this research study.

    2.1 Theoretical Framework

    There are basically three conceptual grounds that pillaring this research

    study: Bilingualism in SLA, Working Memory, and Knowledge Mapping.

    2.2 Related Literature

    Bilingualism in SLA

    There is a common misconception about children learning capability at early

    age; it is too difficult for the young children (aged 12 and below) to learn and acquire

    two languages at a time (Lightbown & Spada, 2006). However, Genesee, Crago, &

    Paradis (2004) claimed that there was little proven research to support the claim.

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    Lightbown & Spada (2006) remedied the claim saying that there is no concrete

    empirical evidence to support the claim that bilingual learning will interfere with

    children linguistic performance or cognitive and academic development. Thus,

    learning with two language mediums does not effectively impede the children

    learning capability but improves the learning instead. The negative effect of

    bilingualism is more to the imbalanced usage of the two languages, not the children

    language learning capacity. If the children extensively use one language more than

    the other one, then they will potentially either improve only in the more frequently

    used language, or subsequently lose the lesser-used one (Wong Fillmore, 1991).

    Despite all that, it is still a truth that many simultaneous bilinguals achieve high

    levels of proficiency in both languages (Lightbown & Spada, 2006).

    Working Memory Notion

    The Working Memory theory (WM) is termed as the cognitive space in

    which we actively process new information or information that is currently in focus

    (Lightbown & Spada, 2006). WM is also called short-term memory. WMprovides

    the insight of how learners store, process, and retrieve information within their

    knowledge repertoire. The nature of the theory is vast and still being moderated by

    educators and scholars alike. In this paper, the use of knowledge mapping to increase

    the English vocabulary acquisition is more or less related to this theory. One can

    create node-link networks by transforming text into unitary ideas that are connected

    to one another via links that express relationships (Bahr & Dansereau, 2001).

    Learners will use their working memory to link and understand the semantic

    knowledge maps used in the BiK-Maps strategy, and store encoded information

    (vocabulary).

    Knowledge Maps in Learning

    There has been an ongoing competition between inferential context learning

    and semantic mapping since 1994. Both tools showed their strengths but inferential

    context learning soon lost its ground to semantic mapping, due to the semantic

    ambiguity, lexical and syntactic overstimulation (Bahr & Dansereau, 2001).

    Semantic mapping is defined as a process of using words for constructing visual

    displays of categories and their relationships (Svenconis, 1994). However, Svenconis

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    study was plagued with poor spatial organization, alternated exposure between

    languages, and the limited amount of semantic linkers. With wide range of link styles

    and better spatial organization, the TCU k-maps therefore seemed superior compared

    to Svenconiss semantic mapping. Further research and analysis followed to ascertain

    k-maps strength in language learning, especially vocabulary acquisition. Winn

    (1991) and Robinson et al (1999) in their studies valued the knowledge mapping as a

    facilitator in encoding and decoding of information on a monolingual echelon.

    Instead of common rote-memorization of vocabulary words, knowledge mapping

    makes use of graphical construct that organizes information in two-dimensional

    spatial domain (Bahr & Dansereau, 2001). The information is organized in terms of

    nodes and arrows/links, and one such example is knowledge map (see Figure 1

    below).

    (Taken from Bahr & Dansereau (2001))

    (Taken from Bahr & Dansereau (2001))

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    The knowledge map (or k-map) in Figure 1 is developed by the Texas

    Christian University (TCU) by transforming from text to a visuospatial

    representation. Additionally, semantic connections are based on nine link types that

    signify the relationships between the nodes (Table 1). One clear advantage of this

    representation is that it reduces the amount of verbiage and eliminates word clutter

    (Bahr & Dansereau, 2001). Bahr and Dansereau adapted this representation for their

    own research on language acquisition.

    Dansereau himself has conducted various research pivoted on the k-maps

    construct in psychology files and has found many benefits of such strategy in his

    research. He found that k-maps increases the recall of macrostructure information

    (Rewey, Dansereau, & Peel, 1991), enhances the processing of nominal information

    (Rewey, Dansereau, Skaggs, Hall, & Pitre, 1989), promotes embedded learning of

    efficient information processing schemes (Chmielewski & Dansereau, 1998), and

    surprisingly benefits individual with poor verbal skills (Dees & Dansereau, 1993).

    The k-maps strategy has even been done in the area of drug abuse counselling (Bahr

    & Dansereau, 2001). Further research done by Dansereau, Joe, Dees, and Simpson

    (1996) and Dees, Dansereau, and Simpson (1997) resulted in a conclusion that k-

    maps allow people to interact in an accessible language regardless of ethnographic

    background; k-maps can act as the communication medium that transcends cultural

    differences (Dansereau, Joe, Dees, & Simpson, 1996; Dees, Dansereau, & Simpson,

    1997; Pitre, Dees, Dansereau, & Simpson, 1997).

    Based on those research studies, Dansereau saw the influence k-maps have in

    language learning context. The k-maps ability to support multiple languages was

    seen as a versatile communication bridge between different language users, and

    potential device to aid vocabulary learning (Bahr & Dansereau, 2001). Beginning

    from this point, Dansereau further adapted the k-maps as a vocabulary learning aid

    known as Bilingual Knowledge Maps (BiK-Maps). The features such as lack of

    verbiage and word clutter, ideas clustering, focus on semantic, hierarchical and

    contextual cues, and feedback loops equipped BiK-Maps with superior advantages

    over textual constructs.

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    CHAPTER III

    RESEARCH METHODOLOGY

    3.0 Introduction

    The research study aimed to find out how well BiK-Maps facilitate

    vocabulary learning among the Malaysian primary learners. The BiK-Maps version

    used for this paper was adapted from the original works of Bahr and Dansereau. In

    this paper, the BiK-map learning strategy was conducted against a common word-

    pair list (to represent normal non-linked bilingual mapping strategy). The procedures

    and the instruments were adapted to suit this research study intention.

    3.1 Design of the study

    The research study was designed with both qualitative and quantitative

    aspects; following mixed-method approach. Quantitatively, the research intended to

    find the empirical evidence and statistical significance of the BiK-Maps strategy

    against the word-pair lists strategy. The research was also designed to gather

    qualitative feedback through written responses and analysis.

    3.2 Population and Samples of the study

    The participants were selected based on the Malaysian primary ESL

    classroom setting. The original scope of this study was large and may involve the

    whole setting, but it was lowered down as to fit the population and time restriction.

    The participants were sampled purposively. The participating school, SK Mohd Khir

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    Johari, had a population of 400 to 500 learners. The sample size for this study was

    one classroom of 36 learners, roughly 10 percent of total population.

    Each participant was sampled based on the following attributes:

    1. The participant is currently enrolled in Year 5 Malaysian primaryclassroom,

    2. The participant has passed at least stage 3.5 in KBSR Reading SkillProficiency (Malaysia, 2001).

    The justification for the sampling technique was that it was possible for the

    school to appear as a third-tier primary school. Third tier schools generally had low

    to average English proficiency mean score based on the schools general examination

    performance (Yuddin, 2008). This condition therefore could exhibit the perspective

    of this pilot study in some way although not necessarily so. The headmistress and the

    teachers of the SK Mohd Khir Johari mentioned the school as low-performer in

    academic fields but very excellent in co-curricular fields. Still, at Year 5, the learners

    in the 5A class were the top of their cohort and old enough to have possessed all

    necessary language skills to make use of the research instruments.

    As for the reading skill proficiency level, it was a good preparation to have a

    group of participants who were capable of handling the tests without any ambiguous

    performance penalty due to lack of the required skill. At stage 3.5 of Reading Skill

    proficiency level, an ESL learner was capable of reading and understanding the

    meanings of words by guessing their meaning via the use of contextual clues

    (Malaysia, 2001). The participants had achieved this level and it was an optimum

    level to fully make use of the research instruments.

    3.3 The Research Instruments

    Four instrument sets were used for this pilot study. The instrument sets for

    this study were a set of three adapted Bilingual Knowledge Maps (BiK-Maps), a set

    of three word-pair lists, a set of three mix-match exercise papers, and a set of open-

    ended short-essay for written feedback.

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    First of all were the BiK-Maps instrument set and the word-pair lists set. The

    BiK-Maps set was composed of three BiK-Maps with different vocabulary words

    and topics. The word-pair set was also composed of three lists with similar topics and

    words to the BiK-Maps, but different in configuration. The languages were English

    and Malay. The BiK-Maps and the word-pair lists were included in the appendices.

    The topics and the vocabulary words that were used in the measuring instruments

    were based on the Malaysian Year 4 English Language textbook as this was the most

    recommended for the participants (Division, 2003). A BiK-Map contained 9 to 10

    nodes of words and the same went to the word-pair list. The number of words was

    limited to ten per map/list because beginner learners learned better with small cluster

    of words (Crothers & Suppes, 1967). These maps and lists were used in a study time

    of 5 minutes per instrument prior to the evaluation exercise.

    The evaluation exercises were composed of a set of three mix and match

    exercises. There were nine to ten questions per exercise. All questions were based on

    the vocabulary words used in the map/list instruments. The participants were

    required to answer by matching the correct answer (meaning) to each of the

    vocabulary word in question. The answer part of the evaluation exercises contained

    one distractor to prevent the test-wise situation (where participants simply mix-and-

    match the options without thinking). The test had time duration of 2 minutes each.

    Each participant underwent the exercise set right after the study time to assess how

    many English vocabularies and their meanings that they had remembered correctly.

    The exercises were evaluated and provided a quantitative data pattern for the

    research.

    Finally, the open-ended short-essay feedback was purposed to collect general

    and anonymous qualitative data regarding the BiK-Maps learning strategy. The

    feedback essay was important in order to find out the participants opinion about the

    learning strategy used in this research. The feedback paper consisted of one open-

    ended question with approximately 50 words of answer limit. The feedback paper

    was not compulsory to all participants but at least three voluntary participants were

    required. The feedback essays were analysed qualitatively.

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    3.4 Research Procedure

    The duration of this pilot study was approximately 3 weeks (1 day

    intervention per week). During the first week of the project, the researcher

    introduced and briefed the nature of the research study to the participants and the

    teacher. The participants were assembled in a classroom and the research instructions

    were explained orally by the researcher. The participants were then divided into two

    equal groups (18 participants per group); one group representing BiK-Maps and

    another will be representing word-pair lists. The participants were assigned with

    numbers from 1 to 36 for identification purpose. They were then given a piece of

    either BiK-Maps or word-pair lists (according to the group they are in) and they

    studied the item for 5 minutes. Then, the all maps/lists were collected and a first set

    of evaluation exercises was handed out and the participants took 2 minutes to

    complete the exercise. After 2 minutes, the test was ended and the exercises were

    collected.

    After that, all instruments were collected and the participants and the

    involved teacher were thanked for the effort. The resulting data for the first

    intervention were recorded. The number of correct and wrong answers was also

    noted accordingly. This provided the first data of the English vocabulary learning by

    the participants, with respect to word-pair lists and BiK-maps strategies. Next week,

    the same procedure was repeated for the second time. The participants studied the

    next set of word-pair list and BiK-Map and then did the following exercise. They

    answered the following exercise, again. For the third intervention week, the similar

    procedure was repeated again for a final time and additionally, at the end of the last

    exercise, at least three volunteers were asked to fill in the feedback forms. The

    feedback givers were asked for their consent. All the data were collected and

    tabulated for analysis. The trends and patterns were analysed based on the

    participants performance and understanding of the vocabulary words. Microsoft

    Excel program will be used to analyse the data compilation of the three-week

    intervention.

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    CHAPTER IV

    DATA ANALYSIS

    4.0 Introduction

    As mentioned in the Procedure section, each week, all participants were

    divided into two groups equally and took either BiK-maps or word-pair lists to

    memorise and then test their understanding on the exercise papers. After all

    interventions had been done, the data were tabulated and analysed using Microsoft

    Excel software. For statistical analysis, the Data Analysis in the Excel software is

    used.

    4.1 Quantitative Analysis

    Table 1: Number of participants with full marks score.

    Week (Topic) BiK-map (n = 18) Word-pair (n = 18)

    Week 1 (Food) 15 participants 14 participants

    Week 2 (Sports) 15 participants 17 participants

    Week 3 (Communicative) 15 participants 14 participants

    From the Table 1, early data showed the BiK-map group marked roughly

    consistent performance on the exercise papers. Every week, out of 18 participants in

    the group, only 3 participants did not get the full marks. A little contrary on word-

    pair list camp, the word-pair list group showed different performance with 4

    participants did not get the full marks on each week 1 and 3 respectively, as well as

    only 1 participant did her exercise paper with errors on week 2. Next, the data were

    examined in depth.

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    Table 2: Word-pair Lists data (positive)

    Week = Week 1 Week 2 Week 3

    Number (n) = 18 18 18

    Mean = 9.611 8.944 8.667

    Standard deviation = 0.778 0.236 0.686

    Correct answers (%) = 96 99 96

    From Table 2, it can be seen that the participants (or the pupils) who worked

    on the word-pair lists achieved good scores across three weeks in answering

    vocabulary exercises. Week 2 showed best result with only one participant got 8/9

    marks. The scores deviation of Week 2 at a value of 0.236 was showing smaller

    difference compared to Week 1 and 3. Surprisingly, the data from BiK-Maps was

    also excellent across all weeks. Refer Table 3 below.

    Table 3: BiK-Maps data (positive)

    Week = Week 1 Week 2 Week 3

    Number (n) = 18 18 18

    Mean = 9.722 8.833 8.778

    Standard deviation = 0.669 0.383 0.548

    Correct answers (%) = 97 98 98

    Comparing Table 2 and 3, the most distinct result was reflected on Week 2.

    BiK-Maps demonstrated better mean, standard deviation, and percentage scores

    against word-pair lists on Week 1 and 3 but word-pair lists traded place with BiK-

    Maps on Week 2. With better scores on the mean, percentage and standard deviation,

    word-pair lists slightly superior to BiK-Maps on Week 2. This was an unexpected

    result and thus was quite interesting to discover. Looking at the percentage

    differences from both tables, BiK-Maps and word-pair lists traded blows on Week 1

    and 2 with 1% difference. On Week 3 however, a slightly clear lead of 2% showed

    up by the BiK-Maps in comparison to the word-pair lists.

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    Table 4: t-Test for Week 1

    t-Test: Two-Sample Assuming Equal Variances (Week 1Word-pair

    Lists vs. BiK-Maps)

    Word-pair

    Lists

    BiK-Maps

    Mean 9.611111 9.722222

    Variance 0.604575 0.447712

    P(T

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    finding also suggested closer relation to the null hypothesis stating there is no clear

    difference.

    4.2 Qualitative Analysis

    Aside from the statistical analysis to find the significance of the BiK-Maps

    against the word-pair lists, a qualitative error analysis was done to find out the

    vocabulary word errors done by the participants when using BiK-Maps or word-pair

    lists. The errors were coded into 5 themes based on the three topics (food, sports and

    communication) which were; (1) frequency of errors, (2) word class errors, (3)

    distractor errors, (4) mismatch errors, and (5) blank errors (see Table 7).

    Frequency

    Table 7: Frequency of errors according to topic

    From the exercise papers, there were several similar errors happened more

    than once. The frequency of the vocabulary word errors ranged from fourfold to

    twice, and this suggested that these words may pose certain difficulties for some

    participants to comprehend or make connection. The possible explanations for this

    theme were perhaps unfamiliarity with the words and confusion in meaning. The

    wrongly-answered words were listed in the table below.

    Frequency Food Sports Communication

    Fourfold nutritious (adj) - -

    Thrice balanced (adj) movement (n) blind (adj), mute (adj)

    Twice important (adj) - deaf (adj)

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    Word class

    Table 8: Errors according to word class

    Word Class

    Noun grains exercise, movement,

    discipline

    letter, symbol

    Verb - - -

    Adjective nutritious, balanced,

    important

    - blind, deaf, mute

    The chosen vocabulary words sported in the research study were taken from

    the Year 4 textbook and could be classified into three word class; nouns, verbs, and

    adjectives. Result from Table 7 showed equal error counts on noun and adjective

    classes while none on the verb class. However, cross-referencing with the frequency

    of errors showed significantly heavier error counts on the adjectives compared to the

    nouns (19 vs. 3). This showed that some participants found the adjectives were more

    difficult to comprehend or make connection than the nouns and verbs.

    Distractor, Mismatch and Blank Errors

    Table 9: Distractor, mismatch and blank errors according to group

    Types /

    Group

    BiK-Maps Word-pair BiK -Maps Word-pair BiK -

    Maps

    Word-

    pair

    Distractor

    Error

    - nutritious

    - minuman

    - movement

    -

    badminton

    - blind -

    gambar

    Mismatch

    Error

    balanced

    important,

    food -

    fruits

    nutritious

    grains,

    balanced

    nutritious

    - - blind

    mute

    blind

    deaf,

    mute -

    deaf

    Blank

    Error

    important nutritious,

    balanced

    exercise,

    movement,

    discipline

    - deaf,

    letter

    symbol

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    Those three themes could be combined together as the types of error made by

    the participants in answering the exercise papers, in regards to the topics and the

    groups (BiK-Maps and word-pair lists). Distractor error happened when a participant

    chose a distractor answer instead of the real answer. Distractor answer acted as a

    diversion in the exercise instrument to prevent test-wise condition and thus

    improving the reliability and validity of the instrument. In the Table 7s case, all

    distractor errors came from the word-pair lists group only. Those who used BiK-

    Maps did not exhibit such error.

    Mismatch errors were errors made by mismatching two or more answers. The

    explanation was either confusion or misunderstanding. The tendency of this error

    type relied heavily on the participants understanding of the words considered; if the

    participant failed to grasp the correct meaning of a word, then he/she would likely

    choose the next plausible word available in the answer paper (i.e. food - fruits).

    Blank errors were simply questions that were left unanswered. Again,

    confusion and misunderstanding may play a role in this type of error but another

    plausible reason could be the time factor. Given that the proficiency level of the

    sample participants in English were the top of their class, the findings were quite

    unexpected in some cases.

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    CHAPTER V

    DISCUSSION, CONCLUSION & RECOMMENDATION

    With reference to the data analysis, the research question can now be

    answered. In general, BiK-Maps do show positive and consistent results with lesser

    errors on the vocabulary learning (97.6% against 97% of the word-pair lists.

    However, in statistical reference, the values are not significant (all p-values > 0.05)

    and thus there is no clear difference or advantage of the BiK-Maps over the common

    word-pair lists. The possible reasons are plenty. However, the most feasible reasons

    are the intrinsic proficiency level of the participants and the participants preference.

    The participants are originally reported to belong to the below-intermediate

    level in English proficiency, according to the class teacher. However, the results

    showed that most participants face negligible issue in learning simple 9 to 10

    vocabulary words a day, suggesting a far better actual proficiency level than what is

    expected (better reading skill than other language skills). However, from the errors

    made, it can be deduced that the some participants do find certain difficulty in

    comprehending adjectives and nouns, suggesting the word level of some

    vocabularies used does pose a challenge.

    From the general feedback essays gathered, most participants like the BiK-

    Maps strategy but there are also those who prefer word-pair lists. As unique

    individual, each participant has their own internal preference and learning aptitude

    that work best for him/her (Bahr & Dansereau, 2001). Due to this finding, the

    participants who create meaningful links between memorised information in

    establishing meaning will work better with the BiK-Maps than the word-pair lists.

    Option-wise, BiK-Maps prove strong results and are preferred by many

    Malaysian primary ESL learners because of the useful spatial and semantic

    organisation. However, in Malaysian context, the common word-pair lists may also

    find its old strength among the primary ESL learners. The slight superiority is

    negligible but may be changed with longer period of time (i.e. longitudinal study).

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    APPENDICES