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Self-Determination, Motivation
and the Learning of Chinese as
a Heritage Language
Group Members: Psyche KEUNG Shuet
Illie TANG Weizhi
Joy ZHENG Yuan
Classroom Group Presentation
Med: Methods of Research and Enquiry-TCSL (Part-time Group)
Instructor: Dr. LAI Chun & Dr. Bennan Zhang
Research Evaluation and Discussion
Self-Determination, Motivation, and the
Learning of Chinese as a Heritage Language
Authors
Ruxandra Comanaru, Kimberly A. Noels
Abstract
 Aim & method: the motivation of 145 learners of Chinese
was examined in light of self-determination theory
through a questionnaire survey.
 Results: the more learners felt personally meaningful
and fun (self-concept), the more they engaged. There
were few differences between heritage learners who
Chinese L1 & English L1 social psychology standpoint,
regardless of Chinese proficiency, subgroups of heritage
language learners may be more alike than different.
Abstract
Abstract: Check
 The sample and methods briefly described.
 Results of the study summarized.
 The relevance and importance of the study not
mentioned.
 Representative overview of the topic,
background details.
Keywords
 Heritage Language Learning
 Self-Determination Theory (SDT)
 Second Language Acquisition (SLA)
 Social Identity
 Ethnic Identity
 Chinese
 Motivation
The Literature Review
Background of
Heritage Language Learning (HL)
 A significant social, political, and economic issue in North
America.
 Linguistically and social-psychologically different from
FL (knowledge of the language, motivation, attitude, goals)
 Recent overviews: more work on linguistic profile of HL
learners vs. non-HL learners, but less on motivational &
affective profiles
(see Brintion, Kagan, & Bauckus, 2008; He & Xiao, 2008)
Background of
Heritage Language Learning (HL): Check
 Key relevant studies surveyed.
Defining the HL learners
 Differ from FL learners: background knowledge, language
skills, familiarity with the culture, motivation, and other factors
make them a special class of language learners (Kondo-Brown,2005;
Duff,2008; Campbell & Rosenthal, 2000; Lee, 2005)
 Within the HL category:
 “student who is raised in a home where a non-English language is
spoken…” (Valdes, 2001)
 “the ancestral language of an individual or group, regardless of
whether that language is still used in the home” (Fishman, 2001;
Noels, 2005)
 “a heritage motivation” (Van Desusen-School, 2003)
 LOOK INTO affective factors that differentiates groups of learners.
 “goal directed, expends effort, persistent, attentive, has desires,
exhibits positive effect, aroused, expectancies, self-confidence,
reasons” (Gardner,2006)
 Most important Prediction of proficiency: Motivational intensity the
sustained effort
Motivation for HL learners
 …to gain linguistic skills, to enhance career opportunities, to fulfill
academic requirements
Theoretically (Gardner, 1985):
1. Integrative orientation: interest, positive attitudes and desire for social
interactions with the language community
2. Instrumental orientation: goal of learning a language to achieve certain
pragmatic benefits (e.g. job requirement)
 1&2 to predict motivation and language proficiency
Defining Motivation
 Self- Determination theory (SDT)
(self-concept, internalization)
 “self determination is the quality of human functioning that involves the
experience of choice…and internal perceived locus of control”
(Deci&Ryan, 2000)
1.Intrinsic motivation:Based solely on interest and pleasure, “in the absence of a
reward contingency or control”, voluntarily, approach it with imagination and
creativity, curiosity and enthusiasm.
2. Extrinsic motivation
 a. External regulation, in order to achieve a reward or avoid a punishment.
 b. Introjected regulation: in order to temper internal pressures, for ego
enhancement
 c. Identified regulation: for personal relevant reasons
 d. Integrated regulation: already intergrated the process of learning into one’s
being, consistent with other life goals (Deci & Ryan. 1985)
Defining Motivation
Defining Motivation: Check
 An coherent and objective summary of the current
state of the theoretical framework of the study.
 Learners of Chinese in Canada: large-scale
Chinese Migration since 90s
 Conditions for achieving bilingual proficiency:
home, school and societal factors, feelings of
pride and belonging to the culture (Li,2006)
 Positive Chinese learning experience: ethnic pride,
exposure to Chinese media, practice of Chinese
customs, and self-assessed proficiency
 A supportive community for HL maintenance
Chinese HL Learning
Chinese HL Learning: Check
 Background to understand how the study fits in with
other research.
 For optimal psychological functioning
(Deci & Ryan, 1985)
 Autonomy: feeling of pursuing this activity for one’s
own will, for personal desires, without external factors
key to more internalized regulation and stronger SD
 Competence: perception of ability in performing the
activity
 Relatedness: a sense of warmth, security, and
connection between the learners and other people in
that social context
Relevant Study Background
Investigates the social-psychological
differences and similarities between :
 HL and non-HL learners in university-level
Chinese classes,
 Subgroups of HL learners
Relevant Study Background
 SDT
intrinsic motivation: feelings of pride and
belonging to the culture
 extrinsic motivation:
- Autonomy (Key)
- Relatedness
- competency
Relevant Study Background
Relevant Study Background:
Check
 More relevant research background.
 Background to understand how the study fits in with
other research.
Research Objectives
 To explore the similarities and differences in the
motivational profiles of subgroups of language learners
(Comparison).
 To extend previous research to a group of HL learners who
have relatively ready access to their language community.
 To discover whether intrinsic and self-determined extrinsic
orientations predict motivated engagement in the learning
process and language community (Correlation).
 To consider the relations between orientations and
autonomy, competence and relatedness (Correlation).
Research Objective
 3 Groups
 Orientation related internal similarities and differences.
 Orientation × Engagement in Learning Process/Community.
 Orientation × Psychological Needs (Autonomy,
Competence and Relatedness)
Research Objectives: Check
 Clear objectives of the study
within the theoretical framework
Methods
Methods
 Survey Research with questionnaire that consisted of
assessment instruments adapted from existing
measures to fit the Chinese language context.
 Survey location: outside of class
 Survey duration: one week
Research Design: Check
 Ethic issues informed
 All items and variables are clearly defined.
 “One week outside the class” may cause problems,
which includes external influential factors, Changing
minds .etc. How could we know that they students
complete the survey individually?
Sampling
 Size: 145 university level students in total
 Convenience sampling
Sampling: Check
 Total sampling size and group sampling size are all
larger than 30 (minimum requirement).
 Why these 145? The sample background and course
information is not mentioned. What is “University
Level”, What is the background information of this
“credit-bearing Chinese courses”?
Sampling: Groups
Parental Linguistic
Background and
L1
Total 145
Chinese-
Chinese Group
71
English-
Chinese Group
36
Non-Chinese
Group
33
Response Rate: 96.5%
Factual Information
 Gender
 L1
 Parental Linguistic Background
 Ethnic Background
 Status of Residency (including length of residence)
 Origin
 Chinese Language Proficiency Level
Subgroup: Chinese-Chinese
Gender
men
women
Parental Linguistic
Background
Both parents
were Chinese
native
speakers
Level
Beginner
Intermediate
Advanced
•All Chinese or hyphenated
background
•Age Range: 18~33
(M=20.49, SD=2.77)
•Almost 90% were
Canadian citizens or PR
Subgroup: English-Chinese
Gender
Men
Women
Parental Linguistic Background
Both parents
were Chinese
native
speakers
Level
Beginner
Intermediat
e
•Age Range: 18~24 (M=19.97,
SD=1.57)
Ethnical Background
Chinese
Mixed
Subgroup: Non-Chinese
Gender
Men
Women
•Age Range: 18~54 (M=22.26,
SD=6.06)
•Age that Started Learning Chinese:
15~47 (M=20.59, SD=5.89)
•Year of Taking Chinese Courses: 1~4
(M=1.55, SD=0.92)
•All Canadian Citizens and Canadian
or European Descents.
Level
Beginner
Intermediate
Grouping: Check
 Grouping criteria were stated and the factual
information of each subgroup was given.
 Why three groups? Why distinct EC and CC?
 The components of students in each group vary a lot.
 Sample size are different-Notes 3.
 L1 and parental linguistic background as grouping
criteria are relatively ambiguous.
Instruments: Question Type
 Closed-ended questions with rating scale 1 (‘does not
correspond at all’) to 7 (‘correspond exactly’).
 Single-item indices.
 Open-ended questions
Instruments: Check
 All adapted from existing measures.
 Cronbach’s alpha index of internal consistency is
taken into account.
 Whether these instruments fit the Chinese language
context is not justified.
 The validity and reliability of the instruments need to
be further checked.
Motivational Orientations-Instruments
Randomly adopted from
Noels et al (2000)
33 items in
total
SDT 29
Intrinsic
Motivation
11
Extrinsic
Motivation
18
Integrated
Regulation
4
Identified
Regulation
6
Introjected
Regulation
5
External
Regulation
7
Amotivation
4
Motivational Orientations-Questionnaire Statements
• I love doing it.
• It is fun.
Intrinsic Motivation
• It is an important part of how I define
myself.
Integrated Regulation
• Knowing Chinese helps me achieve goals
that are important to me.
Identified Regulation
• Would feel guilty if I didn’t know Chinese.Introjected Regulation
• To gain the benefits which taking Chinese
will provide.
External Regulation
• I don’t know.
• I cannot come to understand why I’m Studying Chinese.
Amotivation
Motivational Orientations-Results
 Means analyses: a 3 × 6 mixed-model ANOVA.
Psychological Needs: Self-perceptions of autonomy,
competence and relatedness-Instruments
adapted from
Noels, Clement,
& Pelletier (1999)
19 items in
total
Autonomy 4
Competence
4
Relatedness
11
Psychological Needs: Self-perceptions of autonomy,
competence and relatedness-Questionnaire Statements
• I study Chinese out of personal choice.Autonomy
• I have developed very good abilities as a Chinese
student.Competence
• I feel a certain connection with Chinese and the
Chinese-speaking world.
• In my relationships with other people in my Chinese
class, I feel supported.
Relatedness
Psychological Needs: Self-perceptions of autonomy,
competence and relatedness-Results
 Autonomy: NC>EC>CC
 Relatedness: EC=CC>NC
 Competence: No significant differences.
Engagement in learning-Instruments
15 items in total
Motivational
Intensity
10 items adapted from
Gardner, Tremblay, and
Masgoret’s (1997)
Intention to
Continue
5 items adapted from
Noels et al. (1999)
Engagement in learning-Questionnaire
Statements
• I make a point [of] trying
to understand all of the
Chinese I see and hear.
Motivational
Intensity
• I intend to study
Chinese again in the
future.
Intention to
Continue
Engagement in learning-Results
 One-way ANOVA.
 No significant differences.
Community Engagement-Instruments
7 items in total
Frequency
1
Quality 1
Language
Use 1
Chinese
Identity 4
Adapted from the
identity sub-scale
of Luhtanen and
Crocker’s (1992)
Community Engagement-Results
 Frequency: EC=CC>NC
 Language Use: CC>EC>NC
 Quality: Same
 Chinese Identity: Independent t-test comparing the
two HL groups’ levels of Chinese identity did not yield
a significant difference.
Community Engagement:
Check
 Reverse-coded.
 Mixed question types are used without being justified.
Reasons for learning Chinese-Instruments
 Open-ended question: “In your own words, why are
you learning Chinese?”
 Coded in coding scheme including ‘intrinsic,’
‘extrinsic,’ and ‘amotivation’ categories.
 Sample Size: 87 out of 145
Sample Origin
English-Chinese
Chinese-
Chinese
Non-Chinese
SDT Reflected Answers
0
10
20
30
40
50
60
70
80
90
100
SDT not Reflected
SDT Reflected
 Open-ended questions was used without being
justified.
 Coding category changed without being justified.
 Coding guidelines and examples are not provided.
 Interrater (or intrarater) reliability not reported·
 Information about the coders not provided.
Reasons for learning Chinese: Check
Statistical Methods:
Check
 All statistical methods used are clearly stated.
 Data are well summarized an presented with
description and graphical methods.
 Why Post Hoc Turkey?
Correlation Analyses
 Orientations × Learning Engagement-TABLE 2
 Orientations × Community Engagement-TABLE 3
Regression Analyses
 Relative contribution of each of the psychological
needs to feelings of Self-Determination.
 SDI: Self-Determination Index
Discussion and Conclusion
Chinese Chinese vs English
Chinese
 Degree of linguistic proficiency X  motivation.
Chinese Group vs. Non Chinese
Group
 Chinese Groups:
Self-Determined Orientation of
Engagement
All groups of learners :
Self-determined orientations not consistently predict一致預計language use
Supporting a Self-Determined,
Intrinsic Orientation
The Implication of the Results for Pedagogy Discussed
Pedagog
y
Theory
multiple orientations inappropriateness of framing orientations as categorical and
exclusive.
Suggestions As to the Direction of
Future Research Provided
 Consider HL learners with more varied degrees of
ancestral relatedness.
 Qualitative study: Individual study  greater depth of
analysis.
 Longitudinal research : shifts in orientations, causal
directions, long-term consequences.
Thank You!

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Self determination, motivation and the learning of chinese as a heritage language

  • 1. Self-Determination, Motivation and the Learning of Chinese as a Heritage Language Group Members: Psyche KEUNG Shuet Illie TANG Weizhi Joy ZHENG Yuan Classroom Group Presentation Med: Methods of Research and Enquiry-TCSL (Part-time Group) Instructor: Dr. LAI Chun & Dr. Bennan Zhang Research Evaluation and Discussion
  • 2. Self-Determination, Motivation, and the Learning of Chinese as a Heritage Language Authors Ruxandra Comanaru, Kimberly A. Noels
  • 4.  Aim & method: the motivation of 145 learners of Chinese was examined in light of self-determination theory through a questionnaire survey.  Results: the more learners felt personally meaningful and fun (self-concept), the more they engaged. There were few differences between heritage learners who Chinese L1 & English L1 social psychology standpoint, regardless of Chinese proficiency, subgroups of heritage language learners may be more alike than different. Abstract
  • 5. Abstract: Check  The sample and methods briefly described.  Results of the study summarized.  The relevance and importance of the study not mentioned.  Representative overview of the topic, background details.
  • 6. Keywords  Heritage Language Learning  Self-Determination Theory (SDT)  Second Language Acquisition (SLA)  Social Identity  Ethnic Identity  Chinese  Motivation
  • 8. Background of Heritage Language Learning (HL)  A significant social, political, and economic issue in North America.  Linguistically and social-psychologically different from FL (knowledge of the language, motivation, attitude, goals)  Recent overviews: more work on linguistic profile of HL learners vs. non-HL learners, but less on motivational & affective profiles (see Brintion, Kagan, & Bauckus, 2008; He & Xiao, 2008)
  • 9. Background of Heritage Language Learning (HL): Check  Key relevant studies surveyed.
  • 10. Defining the HL learners  Differ from FL learners: background knowledge, language skills, familiarity with the culture, motivation, and other factors make them a special class of language learners (Kondo-Brown,2005; Duff,2008; Campbell & Rosenthal, 2000; Lee, 2005)  Within the HL category:  “student who is raised in a home where a non-English language is spoken…” (Valdes, 2001)  “the ancestral language of an individual or group, regardless of whether that language is still used in the home” (Fishman, 2001; Noels, 2005)  “a heritage motivation” (Van Desusen-School, 2003)  LOOK INTO affective factors that differentiates groups of learners.
  • 11.  “goal directed, expends effort, persistent, attentive, has desires, exhibits positive effect, aroused, expectancies, self-confidence, reasons” (Gardner,2006)  Most important Prediction of proficiency: Motivational intensity the sustained effort Motivation for HL learners  …to gain linguistic skills, to enhance career opportunities, to fulfill academic requirements Theoretically (Gardner, 1985): 1. Integrative orientation: interest, positive attitudes and desire for social interactions with the language community 2. Instrumental orientation: goal of learning a language to achieve certain pragmatic benefits (e.g. job requirement)  1&2 to predict motivation and language proficiency Defining Motivation
  • 12.  Self- Determination theory (SDT) (self-concept, internalization)  “self determination is the quality of human functioning that involves the experience of choice…and internal perceived locus of control” (Deci&Ryan, 2000) 1.Intrinsic motivation:Based solely on interest and pleasure, “in the absence of a reward contingency or control”, voluntarily, approach it with imagination and creativity, curiosity and enthusiasm. 2. Extrinsic motivation  a. External regulation, in order to achieve a reward or avoid a punishment.  b. Introjected regulation: in order to temper internal pressures, for ego enhancement  c. Identified regulation: for personal relevant reasons  d. Integrated regulation: already intergrated the process of learning into one’s being, consistent with other life goals (Deci & Ryan. 1985) Defining Motivation
  • 13. Defining Motivation: Check  An coherent and objective summary of the current state of the theoretical framework of the study.
  • 14.  Learners of Chinese in Canada: large-scale Chinese Migration since 90s  Conditions for achieving bilingual proficiency: home, school and societal factors, feelings of pride and belonging to the culture (Li,2006)  Positive Chinese learning experience: ethnic pride, exposure to Chinese media, practice of Chinese customs, and self-assessed proficiency  A supportive community for HL maintenance Chinese HL Learning
  • 15. Chinese HL Learning: Check  Background to understand how the study fits in with other research.
  • 16.  For optimal psychological functioning (Deci & Ryan, 1985)  Autonomy: feeling of pursuing this activity for one’s own will, for personal desires, without external factors key to more internalized regulation and stronger SD  Competence: perception of ability in performing the activity  Relatedness: a sense of warmth, security, and connection between the learners and other people in that social context Relevant Study Background
  • 17. Investigates the social-psychological differences and similarities between :  HL and non-HL learners in university-level Chinese classes,  Subgroups of HL learners Relevant Study Background
  • 18.  SDT intrinsic motivation: feelings of pride and belonging to the culture  extrinsic motivation: - Autonomy (Key) - Relatedness - competency Relevant Study Background
  • 19. Relevant Study Background: Check  More relevant research background.  Background to understand how the study fits in with other research.
  • 20. Research Objectives  To explore the similarities and differences in the motivational profiles of subgroups of language learners (Comparison).  To extend previous research to a group of HL learners who have relatively ready access to their language community.  To discover whether intrinsic and self-determined extrinsic orientations predict motivated engagement in the learning process and language community (Correlation).  To consider the relations between orientations and autonomy, competence and relatedness (Correlation).
  • 21. Research Objective  3 Groups  Orientation related internal similarities and differences.  Orientation × Engagement in Learning Process/Community.  Orientation × Psychological Needs (Autonomy, Competence and Relatedness)
  • 22. Research Objectives: Check  Clear objectives of the study within the theoretical framework
  • 24. Methods  Survey Research with questionnaire that consisted of assessment instruments adapted from existing measures to fit the Chinese language context.  Survey location: outside of class  Survey duration: one week
  • 25. Research Design: Check  Ethic issues informed  All items and variables are clearly defined.  “One week outside the class” may cause problems, which includes external influential factors, Changing minds .etc. How could we know that they students complete the survey individually?
  • 26. Sampling  Size: 145 university level students in total  Convenience sampling
  • 27. Sampling: Check  Total sampling size and group sampling size are all larger than 30 (minimum requirement).  Why these 145? The sample background and course information is not mentioned. What is “University Level”, What is the background information of this “credit-bearing Chinese courses”?
  • 28. Sampling: Groups Parental Linguistic Background and L1 Total 145 Chinese- Chinese Group 71 English- Chinese Group 36 Non-Chinese Group 33 Response Rate: 96.5%
  • 29. Factual Information  Gender  L1  Parental Linguistic Background  Ethnic Background  Status of Residency (including length of residence)  Origin  Chinese Language Proficiency Level
  • 30. Subgroup: Chinese-Chinese Gender men women Parental Linguistic Background Both parents were Chinese native speakers Level Beginner Intermediate Advanced •All Chinese or hyphenated background •Age Range: 18~33 (M=20.49, SD=2.77) •Almost 90% were Canadian citizens or PR
  • 31. Subgroup: English-Chinese Gender Men Women Parental Linguistic Background Both parents were Chinese native speakers Level Beginner Intermediat e •Age Range: 18~24 (M=19.97, SD=1.57) Ethnical Background Chinese Mixed
  • 32. Subgroup: Non-Chinese Gender Men Women •Age Range: 18~54 (M=22.26, SD=6.06) •Age that Started Learning Chinese: 15~47 (M=20.59, SD=5.89) •Year of Taking Chinese Courses: 1~4 (M=1.55, SD=0.92) •All Canadian Citizens and Canadian or European Descents. Level Beginner Intermediate
  • 33. Grouping: Check  Grouping criteria were stated and the factual information of each subgroup was given.  Why three groups? Why distinct EC and CC?  The components of students in each group vary a lot.  Sample size are different-Notes 3.  L1 and parental linguistic background as grouping criteria are relatively ambiguous.
  • 34. Instruments: Question Type  Closed-ended questions with rating scale 1 (‘does not correspond at all’) to 7 (‘correspond exactly’).  Single-item indices.  Open-ended questions
  • 35. Instruments: Check  All adapted from existing measures.  Cronbach’s alpha index of internal consistency is taken into account.  Whether these instruments fit the Chinese language context is not justified.  The validity and reliability of the instruments need to be further checked.
  • 36. Motivational Orientations-Instruments Randomly adopted from Noels et al (2000) 33 items in total SDT 29 Intrinsic Motivation 11 Extrinsic Motivation 18 Integrated Regulation 4 Identified Regulation 6 Introjected Regulation 5 External Regulation 7 Amotivation 4
  • 37. Motivational Orientations-Questionnaire Statements • I love doing it. • It is fun. Intrinsic Motivation • It is an important part of how I define myself. Integrated Regulation • Knowing Chinese helps me achieve goals that are important to me. Identified Regulation • Would feel guilty if I didn’t know Chinese.Introjected Regulation • To gain the benefits which taking Chinese will provide. External Regulation • I don’t know. • I cannot come to understand why I’m Studying Chinese. Amotivation
  • 38. Motivational Orientations-Results  Means analyses: a 3 × 6 mixed-model ANOVA.
  • 39.
  • 40. Psychological Needs: Self-perceptions of autonomy, competence and relatedness-Instruments adapted from Noels, Clement, & Pelletier (1999) 19 items in total Autonomy 4 Competence 4 Relatedness 11
  • 41. Psychological Needs: Self-perceptions of autonomy, competence and relatedness-Questionnaire Statements • I study Chinese out of personal choice.Autonomy • I have developed very good abilities as a Chinese student.Competence • I feel a certain connection with Chinese and the Chinese-speaking world. • In my relationships with other people in my Chinese class, I feel supported. Relatedness
  • 42. Psychological Needs: Self-perceptions of autonomy, competence and relatedness-Results  Autonomy: NC>EC>CC  Relatedness: EC=CC>NC  Competence: No significant differences.
  • 43. Engagement in learning-Instruments 15 items in total Motivational Intensity 10 items adapted from Gardner, Tremblay, and Masgoret’s (1997) Intention to Continue 5 items adapted from Noels et al. (1999)
  • 44. Engagement in learning-Questionnaire Statements • I make a point [of] trying to understand all of the Chinese I see and hear. Motivational Intensity • I intend to study Chinese again in the future. Intention to Continue
  • 45. Engagement in learning-Results  One-way ANOVA.  No significant differences.
  • 46. Community Engagement-Instruments 7 items in total Frequency 1 Quality 1 Language Use 1 Chinese Identity 4 Adapted from the identity sub-scale of Luhtanen and Crocker’s (1992)
  • 47. Community Engagement-Results  Frequency: EC=CC>NC  Language Use: CC>EC>NC  Quality: Same  Chinese Identity: Independent t-test comparing the two HL groups’ levels of Chinese identity did not yield a significant difference.
  • 48. Community Engagement: Check  Reverse-coded.  Mixed question types are used without being justified.
  • 49. Reasons for learning Chinese-Instruments  Open-ended question: “In your own words, why are you learning Chinese?”  Coded in coding scheme including ‘intrinsic,’ ‘extrinsic,’ and ‘amotivation’ categories.  Sample Size: 87 out of 145 Sample Origin English-Chinese Chinese- Chinese Non-Chinese
  • 51.  Open-ended questions was used without being justified.  Coding category changed without being justified.  Coding guidelines and examples are not provided.  Interrater (or intrarater) reliability not reported·  Information about the coders not provided. Reasons for learning Chinese: Check
  • 52. Statistical Methods: Check  All statistical methods used are clearly stated.  Data are well summarized an presented with description and graphical methods.  Why Post Hoc Turkey?
  • 53. Correlation Analyses  Orientations × Learning Engagement-TABLE 2  Orientations × Community Engagement-TABLE 3
  • 54. Regression Analyses  Relative contribution of each of the psychological needs to feelings of Self-Determination.  SDI: Self-Determination Index
  • 56. Chinese Chinese vs English Chinese  Degree of linguistic proficiency X  motivation.
  • 57. Chinese Group vs. Non Chinese Group  Chinese Groups:
  • 58. Self-Determined Orientation of Engagement All groups of learners : Self-determined orientations not consistently predict一致預計language use
  • 60. The Implication of the Results for Pedagogy Discussed Pedagog y Theory multiple orientations inappropriateness of framing orientations as categorical and exclusive.
  • 61. Suggestions As to the Direction of Future Research Provided  Consider HL learners with more varied degrees of ancestral relatedness.  Qualitative study: Individual study  greater depth of analysis.  Longitudinal research : shifts in orientations, causal directions, long-term consequences.