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BILINGUISTICS
Acknowledgements
This research has been supported in part by:
• The Spencer Foundation and the National Academy
of Education, post-doctoral fellowhsip awarded to the
author.
• HD39521 “Oracy/Literacy Development of Spanish-
speaking Children” awarded to David Francis, Jon F.
Miller, and Aquiles Iglesias, jointly funded by the
National Institute of Child Health and Human
Development and the U.S. Department of Education's
Institute of Education Sciences.
BILINGUISTICS
Current Circumstances
• Over-referral and under-referral of bilingual
children/ELLs for special education services
• Individual implications
• Institutional implications
• Societal implications
• In order to reduce over-referrals, current testing
procedures include:
• Background information
• Formal testing
• Narrative language samples
• Problem
– Limited normative data about narratives in ELLs
BILINGUISTICS
A start
• Miller & Iglesias (2006) have started to address this
with the Bilingual SALT program
– Database of 800 Spanish-English bilinguals grades K-3
– Database provides information about
• Total number of utterances
• Mean Length of Utterance (MLU) in words and morphemes
• Number of Different Words
• Total Number of Words
• Number of word and utterance errors
BILINGUISTICS
Practical questions of
this study
• How does proficiency affect performance?
– No differences in this data set
• What kinds of cross-linguistic influence do we see
– Code-switching/Borrowing
• Word
• Phrase
• Sentence
• Borrowing
– Errors
• Semantic
• Morphological
• Syntactic
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BILINGUISTICS
Theoretical questions
of this study
• Do the data support a functionalist
model of language acquisition?
• Does it appear that children are
transferring L1 knowledge to L2?
• Is there evidence that they gradually
“retune” their L2 definitions/settings?
BILINGUISTICS
Participants
• Typically developing native Spanish-speaking
bilinguals from Texas enrolled in bilingual classes
• Able to perform task in both languages with at least
80% of words in target language
Grade Students Samples
PK 25 50
K 75 150
1st 75 150
2nd 75 150
3rd 75 150
BILINGUISTICS
Methodology
• Task
– Children heard model of Frog Where are You?
– Children told the story using the book as visual support
– Task completed in each language on different days
• Process
– Samples recorded, transcribed and checked
– 650 transcripts coded and checked
BILINGUISTICS
Coding System
SEMANTICS SYNTAX
MORPHOLOGY OTHER
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BILINGUISTICS
Results
BILINGUISTICS
Productivity &
Complexity Measures
• Often used as measures of proficiency
• Look very similar in English and
Spanish
BILINGUISTICS
Mean Length of Utterances Spanish
0
1
2
3
4
5
6
7
8
9
PK K 1st 2nd 3rd
MLU
MLU Words
MLU Morphemes
Mean Lenth of Utterances English
0
1
2
3
4
5
6
7
8
9
PK K 1st 2nd 3rd
MLU
MLU Words
MLU Morphemes
BILINGUISTICS
Productivity Measures Spanish
0
50
100
150
200
250
300
350
400
PK K 1st 2nd 3rd
NDW
TNW
Productivity Measures English
0
50
100
150
200
250
300
350
400
PK K 1st 2nd 3rd
NDW
TNW
BILINGUISTICS
Spanish CodeSwitching/Borrowing
0
0.5
1
1.5
2
2.5
PK K 1 2 3
Averageoccurrencesper
sample
CS Word
CS Phrase
CS Sentence
CS Total
CS Borrow
English CodeSwitching/Borrowing
0
0.5
1
1.5
2
2.5
PK K 1st 2nd 3rd
AverageOccurrencesPer
Sample
CS Word
CS Phrase
CS Sentence
CS Total
CS Borrow
BILINGUISTICS
Mean Errors Per Grade Spanish
0
5
10
15
20
25
30
35
PK K 1st 2nd 3rd
NumberofErrors
SpnMorph
SpnSemantic
SpnSyntactic
SpnTotal
Mean Errors Per Grade English
0
5
10
15
20
25
30
35
PK K 1st 2nd 3rd
NumberofErrors
EngMorph
EngSemantic
EngSyntactic
EngTotal
BILINGUISTICS
Cross-linguistic
Transfer
• Based on the Competition Model as
applied to bilingual development
(MacWhinney & Bates, 1989)
– A lot of Forward Transfer (L1 to L2)
expected for second language learners
– Positive transfer
– Negative transfer
BILINGUISTICS
Semantic Errors English
0
1
2
3
4
5
6
7
8
M
eaningXStory
Articles
Prepositions
Pronouns
PronounN
oReferent
G
eneralW
ord
Use
W
ord
Use
PK
K
1st
2nd
3rd
Semantic Errors Spanish
0
1
2
3
4
5
6
7
8
M
eaningXStory
Articles
Prepositions
Pronouns
Pronoun
No
Referent
G
eneralW
ord
Use
W
ord
Use
PK
K
1st
2nd
3rd
BILINGUISTICS
Morphological Errors Spanish
0
1
2
3
4
5
6
7
8
Plurals
Adj/AdvN
egation
O
ther
Verb:Past/Present
Verb:Present/Past
Verb:R
eg/Irreg
Verb:U
nm
arkedPres/Past
Verb:PersonVerb:O
ther
G
ender
PK
K
1
2
3
Morphological Errors English
0
1
2
3
4
5
6
7
8
Plurals
Adj/Adv
N
egation
O
ther
Verb:Past/Present
Verb:Present/Past
Verb:R
eg/Irreg
Verb:U
nm
arkedPres/Past
Verb:PersonVerb:O
ther
PK
K
1st
2nd
3rd
BILINGUISTICS
Syntax Errors Spanish
0
1
2
3
4
5
6
7
8
ArtO
m
ission
C
onjO
m
ission
ExtraPreposition
PrepositionO
m
ission
D
O
O
m
ission
SubjectO
m
ission
AuxVerbO
m
ission
C
opulaO
m
ission
M
ainVerbO
m
ission
W
ord
O
rder
PronounO
m
issionExtraC
litic
PK
K
1st
2nd
3rd
Syntax Errors English
0
1
2
3
4
5
6
7
8
ArtO
m
ission
C
onjO
m
ission
ExtraPreposition
PrepositionO
m
ission
D
O
O
m
ission
SubjectO
m
ission
AuxVerbO
m
ission
C
opulaO
m
ission
M
ainVerbO
m
issionW
ord
O
rder
PronounO
m
ission
PK
K
1st
2nd
3rd
BILINGUISTICS
Theoretical
Conclusions
• For features of Spanish and English that are similar,
similar performance at each grade suggests positive
transfer.
• For features of Spanish and English that are different,
different performance suggests negative transfer.
• Changes in code-switching between first and third
grade indicate “retuning” L2.
• Pattern of errors across the grades suggests that
children are refining their settings over time.
BILINGUISTICS
Practical conclusions
• The patterns of errors that occur in 1st grade
suggest it is a pivotal year.
• Language samples for this population should
be measured against normative data with the
expectation for a high number of errors,
especially in first grade.
• These comparisons should reduce over-
referrals of ELLs to special education
BILINGUISTICS
SEMANTIC ERRORS
Meaning does not match story
Article errors
Preposition Errors
Pronoun Errors
Use of Pronoun without referent
General Word Use
Word use Errors
BILINGUISTICS
SYNTAX ERRORS
Article Omission
Conjunction Omission
Extra Preposition
Preposition Omission
Direct Object Omission
Subject Omission
Auxiliary Verb Omission
Copula Omission
Other Main Verb Omission
Word Order
Pronoun Omission
Extra Clitic (Spanish only)
BILINGUISTICS
MORPHOLOGICAL ERRORS
Plurals
Adjective for Adverb
Past for Infinitive
Past for Present
Present for Past
Regular for Irregular
Unmarked Present for Past
Verb Person
Other Verb Tense Error
Gender (Spanish)
BILINGUISTICS
CODE-SWITCHING/BORROWING
Codeswitching at the Word Level
Codeswitching at the Phrase Level
Codeswitching at the Sentence Level
Borrowing
BILINGUISTICS
Narrative Transcript
Then he whistle and whistle because it don’t work because the frog it was here.
Then the the the man he go end up in the frog and then the frog is gonna go in the
uhm face.
Then he was so mad because the frog jump over here and then the frog come
And then there uhm the the boy he go to the drums and bro—um lo hicieron en
pedazos?
And then he’s gonna go and go um to um--
He’s gonna jump over here
He’s gonna go into the person
And then the frog is gonna go here
He was there um
He was there and my hiding and he (she) is gonna eat the frog
And then he’s gonna jump o—in the juice.
Then he jump in the juice and then he’s gonna give it to the person
BILINGUISTICS
Narrative continued
Then the frog was gonna kiss her in the mouth
And then he was kissing in the nose And the the la lider la lider, uhm this, he was
uhm he was at>
He was not happy
Then he get this, and the he go like this because the frog, the frog, it was uhm.
The frog it was kissing it was uhm the, the, he.
And he get the frog
And then the little boy say, “No, that is my frog.”
Then he was so mad and the little man he give it to her.
Then they was so mad because why the boy he bring the frog?
Then the sister the mom, the papa, and this, they’re so mad that X.
And he was sad in the night.
Then he the little girl, the sister throw her tongue out
And he was all mad bec> uhm he told the boy go into your room
BILINGUISTICS
Narrative continued
The mom was so happy
And they’re playing the bug and the turtle.
They were not having fun.
And they were playing with the frog and the boy.
Because they’re in their room.
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