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    Statistics for Linguistics

    Dedi Irwansyah, M.Hum.

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    Issues in Second Language

    Acquisition (SLA1. Linguistic Factors(non-linguistic factors)

    2. Learners Characteristics

    3. Instructional Variables

    4.Learning Process

    5. Age and Acquisition

    6. Environment or Milieu

    7. Goals or Orientation

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    1. Linguistics Factors

    a. What is it that the learners mustlearn?

    b. What are the linguistic

    differences between the first andthe second language?

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    2. Learners Characteristics

    a.

    Who are the learners?b. What are their native languages?

    c. What are their level of education

    d. What are their socioeconomic levels?

    e. Who are their parents?

    f. What are their intelectual capacities?

    g. What short of personalities do they have?

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    3. Instructional Variables

    a. Methodological approachb. Text-book, course material

    c. Teaching methods used by the

    teacherd. Institutional factors

    e. Amount of time spent inlearning

    f. Frequency

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    4. Learning Process

    a. How does learning takeplace?

    b. How can we ensure

    sucess in learning?

    c. What kinds of strategy do

    the learner use?

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    5. Age and Acquisition

    a. When does the secondlanguage learning take place?(children Vs Adult)

    b. Why does the age of learningmake a difference?

    c. What is the amount of time

    spent in the activity of thesecond language?

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    6. Environment or Milieu

    a. Does the learning takeplace within the culturaland linguistic milieu of

    the second language?b. Does the learning take

    place within an artificialenvironment?

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    7. Goals or Orientation

    a.

    Whats the purpose?b. Are the learners motivated by the

    achievement of a successfulcareer or by passing a foreignlanguage requirement?

    c. Or wishing to identify closely withthe culture and people of the

    second language?

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    Approach, Method,Technique

    Edward Anthony (1963)1. Approach

    Assumptions of the nature of lg,learning, and teaching.

    2. Method

    An overall plan for systematicpresentation of lg based upon a

    selected approach.3. Techniques

    Specific activities manifested in theclassroom.

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    Approach, Method,Technique

    Richards and Rodgers (1986)

    Method covers: approach, design, andprocess

    1. Approach

    Assumptions, beliefs, and theories.

    2. Design

    Specify the relationship of the theories toclassroom materials and activities.

    3. ProcedureTechniques and practices that are derivedfrom ones approach and design.

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    Approach, Method,Technique

    Refinement

    1. Approach

    2. Method

    3. Curriculum/Syllabus4. Techniques

    A wide variety of exercises,

    activities, or tasks used inthe language classroom forrealizing the lessonobjectives.

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    Researches on Vocabulary1

    Many students in our campus wrote about

    Vocabulary. Below are some related factson vocabulary. (Brown, 375-380)

    1. History

    There was a period of time when theteaching and learning of vocabularywere undervalued.

    Since the end of twentieth century there

    has been a revival of systemic attentionto vocabulary learning

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    Researches on Vocabulary2

    1. Approach

    Lexical approach: words arebasic building blocks oflanguage.

    2. Challenge

    Current practices in teaching

    vocabulary is quite differentfrom what it was in the pasttime.

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    Researches on Vocabulary3Some Guidelines of Vocabulary Teaching

    1. Allocate specific class time tovocabulary learning.

    2. Help the students learn vocabulary incontext by: (a) internalizing thevocabularies within the context, and

    (b) teaching vocabulary within acommunicative approach.

    3. Play down the role of bilingualdictionaries. It is unfortunate that

    electronic dictionary uses rarely helpthe students to internalize the wordsfor later recall and use.

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    Researches on Vocabulary4

    Several things to be considered in

    researching Vocabulary:

    1. Amount ()

    2. Domain (food, sport, etc.)

    3. Parts of Speech

    4. Uses

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    Kinds of Hypothesis

    1. Descriptive

    2. Comparative

    3. Associative

    4. Predictive

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    1. Descriptive

    Alternative Hypothesis (Ha)

    The amount of time spent inlearning English is 4 hours.

    Null Hypothesis (Ho)

    Ho: The amount of time spent inlearning English is not 4 hours.

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    2. Comparative (a)

    Alternative Hypothesis (Ha)

    Female learners spend more time inlearning language per day than malelearners.

    Null Hypothesis (Ho)

    Female learners spend the same time inlearning language per day than malelearners.

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    2. Comparative (b)

    Alternative Hypothesis (Ha)

    Female learners differ from male learnersby learning English per day.

    Null Hypothesis (Ho)Female learners do not differ from malelearners by learning English per day.

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    3. AssociativeAlternative Hypothesis (Ha)

    There is a positive relationshipbetween similarity of relative clausestructures in learners first languageand English and their performance on

    English relative clauses.

    Null Hypothesis (Ho)

    There is a negative relationshipbetween similarity .

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    4. PredictiveAlternative Hypothesis (Ha)

    The similarity of relative clausestructures in learners firstlanguage and English influencestheir performance on English

    relative clauses significantly.

    Null Hypothesis (Ho)

    The similarity . Does notinfluence their performance ...

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    Lecturing contract

    The students are to write a journal

    (in Indonesian lg) that embraces thefollowing:

    1. What they have learnt.

    2. What they want to explore more.3. Commentary on the classroom

    management.

    4. Commentary on the peerteaching.

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    If you fail toplan you

    are actuallyplanning to

    fail

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    Descriptive Hypothesis (One Sample)Sugiyonos Statistik untuk Penelitian

    p.67-73

    A. Statistik Parametris

    Level of measurement: intrval

    Confirmatory statistics: t-test

    1. Case

    Survey Lampu Philips

    2. Hypotheses

    Ha : 4 bulan

    Ho : tidak sama dengan 4 bln

    3. Data4. Data insertion

    5. Output

    6. Interpretation

    if tobserved > ttabel, Ha is accepted, and vice versa

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    Structure Basic Word Order

    Mari Kita coba menguji Hipotesis Berikut ini:

    Ha : The Students of English Education Program of STAIN Metro finish theirstudies within 8 semesters.

    Ho: The Students of English Education Program of STAIN Metro do not finishtheir studies within 8 semesters.

    Here is the research data:

    7 semesters = 8 students

    8 semesters = 20 students

    9 semesters = 17 students

    10 semesters = 10 students

    11 semesters = 6 students

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    Komparasi 2 Sampel 1

    Paired-Sample Correlation

    Commonly used for an experimental design

    A research is conducted to know if there is asignificant difference in the students TOEFL

    scores before and after they attend theStructure IV class. The research data is shownin chart 3.2. (p.98)

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    Ho:

    There is not any significant difference in

    the students TOEFL scores before andafter they attend the structure 4 class.

    Ha:

    There is a significant difference in the

    students TOEFL scores before and afterthey attend the structure 4 class.

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    Komparasi 2 sampel 2

    Independent-sample

    Commonly used for a survey designCase: adapted from p.115 (volume air1500 ml only which is changed into

    English national examination)

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    1. Case

    A research is conducted toknow if there is a significantdifference in the Englishnational examination scores

    between the MA students andthe SMAN students. (Theresearch data is shown in

    chart 3.5. (p.116)

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    6. Interpretation

    tobserved is 0.933

    ttable (df. 18) is ..

    When tobserved > ttable, Ha is accepted and vice versa.

    Sig. Value is 0.363

    When Sig. Value is = or < 0.05, Ha is accepted and viceversa.

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    2. Hypothses

    Ho:

    There is not any significant difference in theEnglish national examination scores between theMA students and the SMAN students.

    Ha:

    There is a significant difference in the English

    national examination scores between the MAstudents and the SMAN students.

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    3. Data Collection

    4. Data Insertion

    5. Output

    6. Interpretation

    F and Sig. Values (when theFobserved is lower than Ftable or when Sig. Value is higherthan 0.05, the data is suppossed to be homogeneous).

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    Nenek Moyangku...Seorang Pelaut

    Berjalanlah walau habis terang

    Ambil cahaya cintaku terangi

    jalanmu

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    In your journal, write down the following:

    1. Kind of music that you like most

    Pop ; Slow rock; Nasyid; Dangdut2. Movie genre that you like most

    Romantic; Horror; Action; Detective; Comedy

    3.Month of your birthday

    4.One the four basic skills that you like mostListening; Speaking; Reading; Writing

    5. Spare time activity that you like most

    listening to the music, reading novel, doing

    sport, browsing internet (fb)

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    Associative HypothesisTesting

    P.163 172

    Hubungan PositifX tinggi Y tinggi, atau X turun Y turun

    Hubungan Negatif

    X tinggi Y turun, X turun Y naik

    Scatter plot: arah hubungan

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    1. Case

    A research is conducted to knowif there is a positive andsignificant relationship betweenlistening performance and

    speaking performance in..

    Research Variable

    X : listening performance

    Y : speaking performance

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    2. Hypothses

    Ha:

    There is a positive and significantrelationship between listening performanceand speaking performance in.

    Ho:

    There is a negative and insignificantrelationship between listening performanceand speaking performance in.

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    3. Data Collection

    4. Data Insertion

    5. Output

    6. Interpretation

    If Sig. Value is or lower than 0.05, Hais accepted.

    Correlation coefficient (p.172)

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    Nurgiyantoros Book:

    1. Work in pairs (small group)

    2. English-typed paper.

    3. Choose any case in the book,including:

    Case

    Hypotheses

    Data (output)

    Interpretation

    4. Deadline: next week

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    A: 50,50,50,50,50. 250/5=50

    B: 70,30,20,80,50. 250/5=50C: 100,100,20,30,0. 250/5=50

    D: 90,0,30,80,50. 250/5= 50

    Pretest: 50, 70, 80, 100 = 75

    Post test 30, 70, 90,100 =72,5