MOOC Dropout Prediction Using Machine Learning Techniques ...
Self-paced and learning through co-construction in...
Transcript of Self-paced and learning through co-construction in...
SELF-PACED AND LEARNING THROUGH CO-CONSTRUCTION IN MOOCSPAULA HODGSON & BETTY HUI
THE CHINESE UNIVERSITY OF HONG KONG
OUTLINE
• Background of the study
• Platforms for massive open online course (MOOC)
• Types of MOOC
• Advantages and disadvantages of self-paced and weekly structured MOOCs
• Learning opportunities
• Design principles
BACKGROUND OF THE STUDY
•Ten MOOCs from three platforms (edX, coursera, FutureLearn) offered between 2014 and 2016.
• Learners can work towards certification for individual or series in MOOCs.
TYPES OF MOOC• Weekly tasks:
• Leaders of Learning
• Assessment and Teaching of 21st Century Skills
• Inspiring Leadership through Emotional Intelligence
• Making Sense of News
• Teach English Now! Foundational Principles
• Teach English Now! Theories of Second Language Acquisition
• Teach English Now! Lesson Design and Assessment
• Getting Started with Essay Writing
TYPES OF MOOC
• Self-paced:
• A Beginner’s Guide to Writing in English for University Study.
• ContractsX: From Trust to Promise to Contract.
Platform University Course title Educator(s) SpecializationedX Harvard University Leaders of Learning Richard Elmorecoursera The University of
MelbourneAssessment and Teaching of 21st Century Skills
Patrick Griffin
FutureLearn University of Reading A Beginner’s Guide to Writing in English for University Study
Steve Thomas
edX University of Hong Kong
Making Sense of News Masato Kajimoto
edX Harvard University ContractsX: From Trust to Promise to Contract Charles Fried
coursera Case Western Reserve University
Inspiring Leadership through Emotional Intelligence
Richard Boyatzis Inspired Leadership Specialization (4 courses + capstone)
coursera Arizona State University Teach English Now! Foundational Principles Dr Shane DixonDr Justin ShewellAndrea Haraway
TESOL Certificate, Part 1: Teach English Now!
coursera Arizona State University Teach English Now! Theories of Second Language Acquisition
Dr. Shane DixonDr. Justin ShewellJessica Cinco
TESOL Certificate, Part 2: Teach English Now!
coursera Arizona State University Teach English Now! Lesson Design and Assessment
Dr. Shane DixonDr. Justin ShewellJessica Cinco
TESOL Certificate, Part 3: Teach English Now!
coursera University of California, Irvine
Getting Started with Essay Writing Tamy Chapman Academic English: Writing Specialization Course 2
ADVANTAGES AND DISADVANTAGES OF SELF-PACED COURSES
• Complete all tasks in just over ONE week, although it is set for eight weeks of study.
• Speedy completers
• Can read fairly few postings in the forum activities.
• May not be able to proceed with peer review .
• Won’t read top-scoring responses (many peers have not done the assignment yet).
• Late starters
• Receive weekly reminders.
• Many postings to catch up.
• Miss deadlines on assignments.
• Miss resubmission in failing assessment tasks (a requirement to pass all the graded tasks).
• Sparkle starters
• Start working on week one only.
• May have low priority in working through the topics.
ADVANTAGES AND DISADVANTAGES OF SELF-PACED COURSES
ADVANTAGES AND DISADVANTAGES OF WEEKLY STRUCTURED COURSES
•Learners can learn through organized weekly tasks for four to eight weeks.
•Manageable amount of time setting for study, i.e. 1–2 hrs or 3–4 hrs per week (half day or less commitment).
•Learners have opportunities to communicate/interact better with global learners.
ADVANTAGES AND DISADVANTAGES OF WEEKLY STRUCTURED COURSES
•Learners can only complete a MOOC within a set time.
•Working adult learners may not be able to spare time when on a weekly basis.
ONLINE TASKS
Required
• Quizzes (formative and summative)• Writing assignments with peer assessment• Forum discussion
Optional• Reading• Assessment task [project; quiz for bonus]
Voluntary
• Forum discussion• Reflection• Self-assessment
OPTIONAL TASK
•Watch a video and make analysis of a case
•Poll [over 800]
•Show overall results
•Discuss the case
[optional]
OPTIONAL TASKS
Source: http://www.nytimes.com/2015/05/15/nyregion/witness-accounts-in-midtown-hammer-attack-show-the-power-of-false-memory.html?_r=1
POLL AND DISCUSS
• Watch the scenario
• Make your poll
• Read the overall result [over 790]
• Read peer posts
• Respond to peers or create yours
• Can ‘CHANGE’ your vote
afterwards
LEARNING THEORIES
LEARNING THROUGH STIMULI
• Watching bite-size segments of video to avoid cognitive overload
• Combining check [quizzes, short exercises], and reflect [writing]
CO-CONSTRUCTIONISM
• Meaning making through interacting with global learners
DESIGN PRINCIPLES THAT FACILITATE LEARNER ENGAGEMENT AND COMMITMENT (1)
CONTENT-DRIVEN
80%
CO-CONSTRUCTION OF KNOWLEDGE
20%
DESIGN PRINCIPLES THAT FACILITATE LEARNER ENGAGEMENT AND COMMITMENT (3)
MANAGEABLE + TASKS WITH CHALLENGE
80%
CONCLUSION
• Learning is not only about gaining one more certificate.
• MOOCs offer a different learning opportunity from traditional classroom learning; learners can choose educators, institutions and when to take.
• MOOCs offer flexibility to learn in both self-paced and weekly structured content.
• Learning no longer happens in a set and individual context.
• Learning with global learners is unprecedented.
• There can be a high possibility in co-constructing meaning through the interactions with global peers.