The Hong Kong University of Science and Technology · FACULTY OF EDUCATION

MILE5000 Language Learning

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10 Chapters52-page Bible
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Updated for this semester
The Complete Study & Assessment Guide · Fall 2026-27

MILE5000 Overview

Language Learning
— Read the study, name its design, then say what it can and cannot show.
  • HKUST
  • Fall 2026-27
  • Postgraduate course
  • Education
  • Coursework only

What this course asks you to do

MILE5000 Language Learning is a postgraduate course on how additional languages are learned.

  • Assessed by An individual critique of one research article and a group research project reported as a presentation and a paper.
  • The skill being tested Reading a study for its design and keeping every conclusion the same size as the evidence.
  • Hardest step Writing an accurate summary in your own words inside a 750-word limit that also has to hold the critique.
  • Where to confirm Presentation details, deadlines and any pass conditions are controlled by the course Canvas site.
MILE5000 · The Hong Kong University of Science and Technology
An independent, AskSia-authored study guide. AskSia is not affiliated with, endorsed by, or sponsored by The Hong Kong University of Science and Technology; the course code and name are used for identification only.
Assessment

How MILE5000 is assessed

ComponentWeightFormat
Critical summary and critique of a research paper30%Individual, no more than 750 words excluding references
Group project: presentation30%Group of four, oral presentation at the end of term
Group project: research paper40%Group paper, 2,500-word limit excluding references and appendices

The syllabus lists three assessed components that total 100%: a critical summary and critique of one research article worth 30%, and a group research project reported as a presentation worth 30% and a paper worth 40%. The course site's assessment overview gives the same three weights and marks the critique as individual. Weekly discussion posts are set but the syllabus states that they are not graded. The syllabus expects attendance at all class sessions; a numeric attendance threshold is not stated, and a hurdle requirement is not stated, so confirm any pass condition on Canvas. Written assignments are due on Canvas by 11:59pm, and work submitted within 48 hours after a deadline can earn at most 80% of the original points. The presentation schedule is listed as to be confirmed.

Assessment structure

30%30%40%Critical summary and critiqueProject presentationProject paper

Segment widths reproduce the published percentage weights and total 100%.

Current dates · verify in LMS

Current MILE5000 dates

DateItemControl
23 October 2026Critical summary and critiqueDue Friday on Canvas by 11:59pm, stated in the syllabus and on the course site.
18 to 30 November 2026Project presentationsScheduled in the final weeks of the course calendar; the course site lists the presentation schedule as to be confirmed.
4 December 2026Project paperDue Friday on Canvas by 11:59pm, stated in the syllabus and on the course site.

Dates are as published in the published syllabus and the assessment overview on the course site for this offering. Confirm exact deadlines and submission settings in the live LMS.

Contents · every chapter, one map

What MILE5000 covers

Ten chapters move from the split between cognitive and social research, through learner psychology, motivation, emotion and willingness to communicate, to the two assessed tasks: the individual critique and the group research project.

01

Cognitive and Social Approaches to Language Learning

why the field split · what each side assumes about evidence · the interaction approach · theories that try to cross

Two traditions with different starting assumptions

Second language research grew from borrowed disciplines, and the set reading for the first week argues that the division between cognitive and social work comes from the assumptions those disciplines carry.

  • Why second language research divided into two traditions
  • Ontology and epistemology in plain terms
  • The interaction approach and its hypotheses
  • Agency, identity and investment
  • The 1997 statement of the split
  • Theories that try to join cognitive and social work
02

A Transdisciplinary Framework for a Multilingual World

micro, meso and macro levels · the ten themes · repertoires, investment and ideology · limits the authors admit

A collective statement from fifteen researchers

The supplementary reading for the opening week was written jointly by researchers from sociocultural theory, language socialisation, identity research, complex dynamic systems, usage-based linguistics and several other traditions.

  • Why the authors call for a transdisciplinary approach
  • Micro, meso and macro levels of influence
  • Multilingual repertoires and semiotic resources
  • Identity, investment and imagined communities
  • Ideologies, including the monolingual native-speaker benchmark
  • The ten themes in outline
03

Learner Psychology: Personality, Emotion and Motivation

why personality research disappointed · constructed emotion and control-value theory · enjoyment and anxiety · causality in both directions

From personality profiles to emotion

The core reading for the learner-perspective weeks traces the psychology of language learning from early attempts to find the personality profile of the good language learner to a field centred on emotion and on the learner as a complex dynamic system.

  • Why the search for a good-learner personality disappointed
  • Higher-order traits and trait emotional intelligence
  • Constructed emotion and core affect
  • Control-value theory of achievement emotions
  • Anxiety as the first emotion studied
  • Positive psychology and broaden-and-build
04

Theories of L2 Motivation and the Self System

value, control and truth · integrative and instrumental orientations · the self system and its refinement · a bibliometric map of the field

Many theories, one organising scheme

The handbook chapter on motivation defines it as what explains the direction, vigour and persistence of actions in learning, and observes that the field has produced many theories that each view motivation from their own angle.

  • Motivation as direction, vigour and persistence
  • Value, control and truth
  • Integrative and instrumental orientations
  • The L2 Motivational Self System and its evidence
  • The two-by-two model of self-guides
  • Self-efficacy, self-determination and mindsets
05

Future L2 Selves and Emotion in Speech Development

reading a longitudinal design · comprehensibility against accentedness · self-guides and speech gains · which model fits at which time

Why longitudinal studies matter here

Most motivation research in the set readings is measured once. Two articles instead follow the same learners over time and ask whether motivation or emotion predicts how their speech changes.

  • What a longitudinal design can and cannot show
  • Comprehensibility and accentedness as separate outcomes
  • Four self-guides and speech development in one semester
  • Controlling for starting level
  • Four waves over eighteen months
  • Three competing models of direction
06

Enjoyment and Anxiety in the Language Classroom

enjoyment and anxiety as separate dimensions · adding boredom · structural models of emotion and achievement · English against other languages

Three studies built on the same two scales

The additional readings include three studies of foreign language enjoyment and classroom anxiety that use different analyses: a large correlational survey, a structural model that adds boredom, and a comparison of learners of English with learners of other languages.

  • Enjoyment and anxiety as separate dimensions
  • Shared variance and what a correlation means
  • What learners describe as enjoyable
  • Boredom as a third classroom emotion
  • Structural models and the direction of arrows
  • Teacher use of the language and teacher predictability
07

Motivation Across Multiple Languages

the monolingual bias · contentedly bilingual and ideal multilingual selves · international posture · third languages in two university contexts

The monolingual bias in motivation research

The conceptual reading in this cluster argues that motivation research has studied one target language at a time.

  • The monolingual bias in motivation models
  • Emergence and higher-order self-guides
  • Contentedly bilingual and ideal multilingual selves
  • Why an abstract future self can motivate
  • International posture
  • Third-language motivation in an English-medium programme
08

L2 Willingness to Communicate: Grit and Mindset

willingness as readiness to speak · grit and growth mindset · reading a mediation model · causal wording on one occasion

Willingness to communicate and three learner strengths

The set study defines willingness to communicate as a readiness to enter communication in a second language and frames three familiar learner variables as domain-specific character strengths: grit, the ideal L2 self and a growth language mindset.

  • Willingness to communicate as readiness
  • Grit, the ideal L2 self and growth mindset as strengths
  • Reading a mediation model step by step
  • Direct, indirect and total effects
  • Confidence intervals for indirect effects
  • Limits of single-occasion self-report
09

Writing a Critical Summary and Critique

the five parts of the summary · the four critique questions · matching claims to designs · a model critique paragraph

The individual assignment

The critical summary and critique is worth thirty per cent and is due on Friday 23 October.

  • The assignment brief and deadline
  • Five parts of an accurate summary
  • Four critique questions
  • Flaw, consequence and repair
  • Matching claim strength to design
  • Planning 750 words
10

Designing and Reporting a Group Research Project

choosing a perspective and a question · feasible instruments · the group sequence · what the paper and presentation must cover

A project worth seventy per cent

The group project is carried out in groups of four and reported twice: an oral presentation at the end of term worth thirty per cent and a research paper worth forty per cent, due on Friday 4 December.

  • Choosing a theoretical perspective and an area
  • Limiting the project to one or two questions
  • Choosing a feasible instrument from the question
  • A group timeline and roles
  • What the presentation must cover
  • Sections the paper must document

Its published description covers two dimensions: the generative and cognitive side, including first language influence, universal constraints, age effects, explicit and implicit instruction, corrective feedback and interaction, and the social side, including motivation, affect, agency and identity within the learner and social context outside the learner.

The stated outcomes include evaluating theoretical approaches and how they relate to teaching, analysing learner data from different perspectives, and identifying resources for future teaching preparation. Every assessed task is coursework, and each asks you to read research for its design as much as for its findings.

How the course is taught

Two instructors teach two strands.

One set of sessions works through the required coursebooks on cognitive and linguistic theories: where data come from, the role of the native language, formal and typological approaches, usage-based and processing accounts, instructed acquisition and third language acquisition.

The other set works through readings on the social turn, motivation and affect, identity and investment, sociocultural theory, language socialisation and intercultural pragmatics.

Weekly discussion posts accompany the readings and are not graded.

What this guide covers

The first eight chapters follow the readings made available for the social and learner strand: the split between cognitive and social research, a transdisciplinary framework for multilingual learning, learner psychology, motivation theory and the self system, longitudinal studies of speech, classroom enjoyment and anxiety, motivation for several languages, and willingness to communicate.

The last two chapters turn to the coursework itself, the individual critique and the group project. Topics taught only from the coursebooks are named here so you can find them, but they are not reconstructed.

Pass rules and attendance

The syllabus expects you to attend all class sessions, do the weekly readings and take part in discussion.

A numeric attendance threshold is not stated in the course materials, and a hurdle requirement is not stated either, so confirm any pass condition on Canvas.

Written work submitted within 48 hours of a deadline can earn at most 80% of the original points, and later work is not accepted.

How to use this guide

Read the front matter, then work one chapter at a time, writing your own answer to each practice item before reading ours. The practice chapter plans a full critique on an invented abstract, and the closing chapter is the pass to run before you submit.

Worked example · free

Match a study's conclusion to what its design can show

Q [6 marks]. AskSia-authored practice. An article surveys 180 university learners once and reports that those with a stronger ideal L2 self also report more willingness to speak in class. Its discussion concludes that building learners' future self-images will make them speak more. Write the critique point on this conclusion. The marks shown are an AskSia study allocation and are not the University's marking scheme.
Match the verb to the design.Match the verb to the design. Associated, predicts and causes are three different claims. A critique often turns on noticing that an article used the third while its data support only the first.How high a conclusion may climb depends on the design underneath itAssociated in this sampleneeds one survey, one occasionComes before, and predictsneeds same learners, 2+ occasionsCausesneeds manipulated condition + comparison
Match the verb to the design. Associated, predicts and causes are three different claims. A critique often turns on noticing that an article used the third while its data support only the first.
  • 2State the design in one sentence: who, what was measured, and how many times.
  • 2Name the claim the design supports and the claim the discussion makes instead.
  • 2Propose one concrete change that would let a pilot test the stronger claim.
The study measured both variables once in the same sample, so it supports an association: learners with a stronger ideal L2 self also reported more willingness to speak. The discussion goes further and claims that strengthening the self-image will increase speaking, which is a causal claim about change that a single survey cannot support, since willing speakers may simply come to picture themselves as future users. A pilot that could test the stronger claim would run a short visualisation activity with one class, keep a comparison class, and measure willingness before and after in both.
Sia tip — Before writing any critique point, underline the verb in the article's conclusion and check it against the number of measurement occasions: one occasion supports 'is associated with', never 'will make'.
Glossary

Key terms

Critical Summary
An account of a research article in your own words that covers its background, questions, design, results and implications accurately enough that a reader could rely on it without the original.
Critique
An evaluation of a study that judges whether its design answers its questions, how far its conclusions generalise, how it could be modified and what an extension could add.
Social Turn
The shift in second language research towards interaction, identity and context as explanations of learning, set against the earlier cognitive focus on processes in the individual mind.
Ideal L2 Self
The image of the second language user a learner hopes to become. It is the component of the self system that most consistently predicts effort in the set readings.
Ought-to L2 Self
The attributes a learner believes they should have to meet obligations and avoid negative outcomes. Studies often find it a weak predictor of effort.
Foreign Language Enjoyment
A positive emotion arising from challenge combined with a sense of being able to meet it, measured with scales covering personal and social aspects of the class.
Classroom Anxiety
A negative emotion specific to learning and using a foreign language in class, distinct from general anxiety and measured with its own scale.
Longitudinal Design
A study that measures the same participants on more than one occasion, which allows claims about order and change that a single survey cannot make.
Mediation
An analysis testing whether a predictor affects an outcome through an intervening variable, reported as direct and indirect effects.
Willingness to Communicate
A readiness to enter communication in a second language, usually measured by self-report and distinct from how often a learner actually speaks.
FAQ

MILE5000 FAQ

Is the course assessed only by coursework?

Yes. The syllabus lists three assessed components, all coursework: an individual critique of one research article, and a group project reported twice, as an oral presentation near the end of term and as a written paper. Plan your time around the two written deadlines in October and December and the presentation weeks in late November.

How much is each assignment worth?

Thirty per cent for the critical summary and critique, thirty per cent for the group presentation and forty per cent for the group paper, which totals one hundred. The Canvas assessment overview repeats the same weights. Weekly discussion posts are set as well, and the syllabus encourages them strongly, but it states that they are not graded.

How long can the critique and the project paper be?

The critique has a ceiling of 750 words excluding references, and the project paper has a limit of 2,500 words excluding references and appendices. Instruments such as questionnaires, tasks and interview protocols go in the appendices, which is also where full item lists belong. APA style is required for citations in the paper.

What happens if an assignment is submitted late?

Written assignments are due on Canvas by 11:59pm on the due date. Anything submitted within 48 hours after the deadline can earn at most 80 per cent of its original points, and anything later is not accepted and receives zero. The policy is described as covering accidental misses, so contact the instructors early if something is going wrong.

Is there an attendance requirement or a hurdle to pass the course?

The syllabus expects you to attend every class session, do the readings and take part in discussion, but a numeric attendance threshold is not stated, and a hurdle requirement is not stated in the course materials either. Treat attendance as expected rather than optional, and confirm on Canvas whether any pass condition applies to this offering.

Can I use generative AI tools for the assignments?

The syllabus sets no penalty for using or not using them, but says they cannot substitute for your own work and that you must write your assessed assignments and prepare presentations yourself. It lists helpful uses, such as brainstorming and language suggestions, each with a warning, including that automated summaries may omit important information.

Do group members all receive the same mark?

Usually. The syllabus states that members of the same group receive the same mark for the project paper unless there are obvious differences in preparation, contribution or performance, for example in the presentation, or unless a dispute is raised and justified with supporting evidence. Keeping a record of who did what protects everyone.

Chapter questions

Questions students ask in each MILE5000 chapter

Is the split between cognitive and social research real?
The reading argues it is real in research and false in people. Researchers divide because their methods must fit their assumptions, yet when anyone learns, teaches or does research they act socially, cognitively and bodily at once. Treat it as a map of research traditions that helps you place a study, not as a description of two kinds of learner. Chapter 01 · Cognitive and Social Approaches to Language Learning
What does transdisciplinary mean in this framework?
It means organising research around a problem that people face, here learning and living with several languages, rather than around one discipline. Each disciplinary perspective is treated as valid and kept distinct, but the perspectives are brought into dialogue so that patterns can be connected across levels and time scales. Chapter 02 · A Transdisciplinary Framework for a Multilingual World
Does personality predict success in learning a language?
Only weakly. The reading reports that the effect sizes found for personality traits are so small that listing them is hardly worthwhile, and that no single higher-order trait predicts success. Traits work through lower-order traits and emotions, so they are better treated as background than as predictors a teacher should act on. Chapter 03 · Learner Psychology: Personality, Emotion and Motivation
Why has integrative motivation fallen out of use?
Leading researchers have moved beyond the integrative and instrumental distinction, and publications using it have almost disappeared from major journals. The usual explanation is that identifying with a native-speaker community makes little sense for learners of English as a global language, although smaller studies still use it where a specific community is attached to the language. Chapter 04 · Theories of L2 Motivation and the Self System
Does a stronger ideal L2 self improve pronunciation?
In the one-semester study, learners with a stronger ideal L2 self of their own improved more in comprehensibility, and those whose ideal self reflected important others' hopes became less accented. Both effects were small beside the pre-test, and the design had no comparison group, so the finding is an association with change rather than proof of cause. Chapter 05 · Future L2 Selves and Emotion in Speech Development
Are enjoyment and anxiety opposites?
The first study argues they are not. The two correlated only moderately and negatively, which the authors interpret as two related but separate dimensions. A learner can report high levels of both in the same class, and reducing anxiety does not automatically increase enjoyment, so the two are best measured and discussed separately. Chapter 06 · Enjoyment and Anxiety in the Language Classroom
What is an ideal multilingual self?
It is a self-guide representing a learner's aspiration to be or become someone who uses several languages. The conceptual reading proposes that it emerges when the ideal selves for different languages complement rather than compete with each other, and that it then strengthens motivation for each new language. Chapter 07 · Motivation Across Multiple Languages
What does willingness to communicate measure?
It measures a learner's readiness to start communicating in a second language, usually through statements such as being willing to ask a classmate a question in English. It is self-reported and distinct from how often learners actually speak, which is why a critique can question how far results about willingness extend to real communication. Chapter 08 · L2 Willingness to Communicate: Grit and Mindset
How should I divide 750 words between summary and critique?
The brief sets only the ceiling, so the split is yours. Because the critique must answer four questions while the summary reports five parts briefly, giving the critique at least as much space as the summary is sensible. Leave some room for revision rather than drafting to the limit. Chapter 09 · Writing a Critical Summary and Critique
How many research questions should the group project have?
The syllabus advises limiting them to one or two. One question answered well fits the 2,500-word paper and leaves room for a proper methods section and discussion, while several questions usually mean several instruments and thinner analysis of each. Chapter 10 · Designing and Reporting a Group Research Project
Study strategy

How to prepare for the assessments

Keep a one-line card for every article you read: construct, participants, instrument, number of occasions and analysis. By the time you choose an article for the critique you will have a table that shows which designs support which claims, and that comparison is where most critique points come from. Draft your project questions against the same table before you design any instrument.

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