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Assessing the Educational Consequences of Teacher Deficits in Content Matter and Language of Instruction (L2) Steve Walter - GIAL

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Page 1: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Assessing the Educational Consequences of Teacher Deficits in Content Matter and

Language of Instruction (L2)

Steve Walter - GIAL

Page 2: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Some conventional wisdom: Schools are only as good as their teachers.

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Research Context

Location (Cameroon, Philippines) Experimental program testing L1 instruction Early exit program 12 experimental schools; 12 comparison schools Testing began in 2008 Testing in Reading, Math, English All teachers speak L1

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Key observation about Kom schools

Standard Schools Mean Mean Experimental Schools

GS Mentang 10.3 31.7 CBC Fujua CS Kindoh 14.1 31.8 GS Ngwah GS Yuwi 14.5 33.9 GS Laikom GS Meli 15 42.1 GS Kitchu CBC Fundeng 20.4 46.9 GS Bolem GS Baichu 23.2 47.9 GS Muteff GS Atondum 24.6 50.5 GS Ameng GS Fundong Village 24.8 50.5 GS Mboh CBC Abuh/Wainchia 26.6 54.6 CBC Kikfuini GS Njinikijem 28.3 64.7 GS Wombong PS Ngwah 36.3 65.6 GS Ilung CS Wombong 37.6 72.6 CBC Belo

Page 5: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Sources of Variation – some obvious and some less so

Some “obvious” hypotheses Motivation (avocation) Commitment to teaching Training and Education Ability and creativity Teacher-centered instruction Low compensation

Some “less obvious” hypotheses Low content mastery on the part of teachers Low mastery of the language of instruction by teachers Low time on task Crowded curriculum requirements Poorly constructed curricula Erratic attendance; automatic promotion Clumsy screening and placement practices

Page 6: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

The Investigation Venue:

Government Teacher Training Center in Fundong

Participants: 185 students tested (139 female, 44 male) 150 in Form 3 (the last year of training) 29 in Form 2 6 in Form 1

Content of Tests: English (including reading comprehension) Basic math

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Distribution of Participants by Age

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Histogram of age

Page 8: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

The Test Instruments

Page 9: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

The English/reading Assessment

Two texts for reading comprehension “Tenali and the Thieves” Grade 3 level 668 words 13.36 words per sentence 10 comprehension questions “Living an Adventurous Life” Grade 9 level 468 words 19.5 words per sentence 10 comprehension questions

English knowledge and vocabulary Word meanings and associations – 10 items ex. 6. crush a. sweet b. cheap c. change d. smash

Synonyms and antonyms – 10 items ex. 4. Which of the following words is closest in meaning to the word resolve? a. faint b. require c. weird d. determination

Words in context (naturalness) – 10 items ex. 5. The teacher praised the girl because her ideas were so __________. a. unique b. odd c. purple d. foolish

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Nature of the Comprehension Questions

General comprehension (vocabulary, textual content, etc.) – 7 items 4 items from Tenali 3 items from Adventure Understanding the plot structure – 2 items 2 items from Tenali Simple factual comprehension – 4 items 1 items from Tenali 3 items from Adventure Drawing inferences and conclusions – 7 items 3 items from Tenali 4 items from Adventure

Page 11: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Nature of the Vocabulary Section

30 vocabulary items (taken from the Cameroon textbook series for teaching English) Level 4 – 10 items ex. oil, respect, good, open Level 6 – 9 items ex. ambition, estimate, acquire, pursuit Level 8 – 6 items ex. cunning, resolve, prior, endorse Levels 10 and 12 – 5 items ex. mutual, crush, unique, append Categories of vocabulary items General use vocabulary – 23 items ex. shelf, trick, chance, dead Academic vocabulary – 7 items ex. structure, resolve, mutual, append

Page 12: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

The Math Test

Classification by response method Free response (supply a math fact or do an actual computation) 12 items Multiple choice 30 items Classification by manner of presentation Direct (simple computation or directed solution) 22 items

Story problems (an abstract scenario is created from which information must be gleaned in order to solve a problem)

20 items

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The Math Test – Classification by Content

Basic operations – 4 items Math facts (basic and advanced) – 4 items Operations with Fractions – 3 items Basic algebra – 6 items Conversions and equivalences – 2 items Probability and statistics – 2 items Logical and applied analysis – 7 items Symbolic representation – 6 items Problem solving with percentages – 2 items Area and perimeter – 3 items (two of which were discarded) Graphical representation – 1 item Ratios – 2 items

Page 14: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

A Look at the Results

Page 15: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Distribution of Overall Performance

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Histogram of OVERALL_PER

Page 16: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Distribution of Performance on the English Assessment

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Histogram of eng_PER

Page 17: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Distribution of Performance in Math

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Histogram of Math_PER

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Summary Statistics of Performance

Mean Stan. Deviation

Math 37.77 10.51

English/reading 65.18 13.79

Overall 52.41 9.42

Page 19: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

The Results for English and Reading

Page 20: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Suggested Standards for Reading Comprehension

Barr, Blachowitz, Katz, and Kaufman (2002) Proficiency Level Level of Reading Comprehension

Independent 90 – 100 percent Instructional 75 – 79 percent Borderline 50 – 74 percent Frustration below 50 percent

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Reading Comprehension – a closer look

Page 22: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Comprehension vs. Textual Difficulty

Page 23: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Vocabulary Knowledge vs. Textual Difficulty

Predictive probabilities .92 for Tenali .37 for Adventure

Page 24: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Vocabulary – a closer look

Page 25: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Relationship between Academic and General Vocabulary among GTTC trainees

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S 18.2455R-Sq 29.3%R-Sq(adj) 28.8%

Fitted Line PlotVocab_ac_PER = 9.333 + 0.5839 Vocab_no_ac_PER

Mean AWL = 48.0 Mean GWL = 66.2

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Best Predictors of Reading Comprehension

For the Level 3 Text Level 4 vocabulary (F = 18.68; p = 0.000; r-sq. = 10.61%) For the Level 9 Text Academic vocabulary (F = 23.33; p = 0.000) Form (years in GTTC) (F = 8.05; p = 0.000; r-sq. = 17.35%)

Page 27: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Vocabulary and Text Comprehension

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Comparison to Grade 5 Readers Level 3 Text

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Distribution of Reading Comprehension among GTTC trainees relative to the Barr et al. Standards

Barr, Blachowitz, Katz, and Kaufman (2002) When reading a… Proficiency Level Percent Comprehension Level 3 Text Level 9 Text

Independent 90 – 100 percent 77.6% 2.4% Instructional 75 – 79 percent 9.1% 2.4% Borderline 50 – 74 percent 11.5% 61.2% Frustration below 50 percent 1.8% 33.9%

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Implications and Questions raised by the Data

Levels of general proficiency in English are obviously low. The level of reading comprehension is quite limited. How effectively can such teachers teach via English? Is there a self-perpetuating negative spiral in place in terms of

learning and teaching English? What is the probability of educational success for non English-

speaking children when their teachers have low proficiency in the language of instruction?

How much improvement in teachers’ proficiency is needed to raise students’ performance?

What steps could be taken to improve teachers’ proficiency in English?

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The Math Results

Page 32: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Distribution of Performance in Math

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Histogram of Math_PER

Mean = 37.77 SD = 10.51

Page 33: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Performance by Content Area

No. of items

Mean Score

Standard Dev.

Number who answered zero items correctly in

this category

Basic operations 4 49.4 22.2 3

Math facts 4 46.8 24.6 11

Fractions 3 33.8 26.9 44

Basic algebra 6 25.3 23.1 47

Percentages 2 23.4 28.6 90

Conversions 2 60.4 34.4 24

Probability and statistics 2 32.9 32.3 69

Logical analysis 7 42.0 16.5 3

Symbolic representation 6 30.9 20.2 17

Geometry (area and perimeter) 3* 24.7 43.3 119

Graphical representation 1 9.5 29.4 143

Ratios 2 62.7 35.2 24

Page 34: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

GTTC trainees vs. Class 5 students

Class 5 Students GTTC

Skill or knowledge domain Mean SD Mean SD

Basic operations 10.9 17.7 49.4 22.2 The number system 19.9 14.7 52.1 21.6 Fractions 12.6 13.3 22.8 34.1 Algebra -- -- 24.3 20.7 Word Problems Basic operations 19.5 19.8 31.7 28.4 Analysis -- -- 44.8 14.9 Geometric figures 23.8 23.1 22.2 30.1 Graphs and tables 23.3 21.7 22.2 27.4 Percent, interest, commissions -- -- 30.1 34.3

Basic statistics -- -- 32.9 32.3 Math Overall 16.6 7.7 37.8 10.5

Page 35: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Some Inferences for Math Learning and Instruction

Mastery of basic operations is not strong. It is reported that many have taken no math courses

beyond primary (Grade 6) and the data appear to support this claim.

Complex numbers including decimals are troublesome. Mathematical abstractions (models, variables,

symbols) are especially difficult. If teachers lack knowledge and skill, we must assume

that students will as well.

Page 36: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

Data from the Maguindanaon MLE Experience in the Philippines:

Comparing L1 vs. L2 speakers of the

Language of Instruction

Page 37: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

At the Kindergarten Level

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At the Grade 1 Level

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At the Grade 2 Level

Page 40: Assessing the Educational Consequences of Teacher Deficits ... · Basic math . Distribution of Participants by Age . 18 20 22 24 26 28 30. 32 20 15 10 5 0. age. P e r c e n t. Histogram

(Negative) Impact on Instructional Efficiency

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A Simple Probabilistic Model of Learning

S = student T = teacher Prob. X Prob. X Prob. = Prob. T knows T can explain S will understand S learns

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A Simple Probabilistic Model of Learning

Suggested probabilities Teachers’ performance on primary-level math items = 42.24% Teachers’ performance on English assessment (Grade 3 text plus

vocabulary) = 75.9% Class 5 students’ performance on English assessment (easiest story plus

vocabulary) = 38.6% * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * Prob. X Prob. X Prob. = Prob. T knows T can explain S will understand S learns .4224 X .759 X .386 = .124 (actual mean math score = 17.0%)

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Conclusions and Challenges

Teacher mastery of curricular content, while frequently considered suspect, has not been widely measured.

Limitations in linguistic competence are widely recognized in fact, but little understood in terms of instructional impact.

The weakness of educational systems in linguistically diverse developing countries involves teachers as well as students.

How much competence in a language is required to enable quality instruction?

What kinds of language learning/teaching interventions are needed to developed the needed competence?

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Thank you.