44
A new Revolution in e-ducation Quality at Scale

A new revolution in e-ducation quality at scale Vijay Kumar

Embed Size (px)

DESCRIPTION

 

Citation preview

Page 1: A new revolution in e-ducation quality at scale Vijay Kumar

A new Revolution in e-ducation

Quality at Scale

Page 2: A new revolution in e-ducation quality at scale Vijay Kumar

Click to edit Master title style

Open • Content

• Tools/Applications

– Finding; Getting; Using

– Knowledge

• Enabling Resources

– Legal

– Policy

– Community

Technology

• Networks; Devices; Software ;

Architecture; Processes

– Mobile Computing

– Cloud Computing

– Data Visualization & Analytics

– Simple Augmented Reality

– The Semantic Web

– Game-Based Learning

The Technology and Open Influence

Educational Innovation

and Transformation

Page 3: A new revolution in e-ducation quality at scale Vijay Kumar

Educational Technology Initiatives

Educational Value / Opportunity Potential Value / Impact

TEAL

(8.01, 8.02)

Create an active learning environment for

large lecture classes

Cost effective TEAL model for other

departments, Virtual TEAL

iLab

Expand range of experiments available for

students via remote access to labs

Online lab courses, significantly

more lab experiences, more

sophisticated labs (utilization of

high cost/rare equipment)

Mathlets

(18.03, 8.07, 16.90)

Interactive applets to promote deeper

understanding of mathematical concepts

(relevance to systems behavior;

transference)

Utilization by other departments,

create additional Mathlets,

implement concept with other

content areas

STAR

(7.012, 7.03)

Bring research software into the classroom

bridging research and education

STAR resources enriching online

courses

HyperStudio

(Metamedia, Cultura)

Tools to support language and culture

education

Flexible online collaborative

environments

3

Page 4: A new revolution in e-ducation quality at scale Vijay Kumar

Educational Technology Initiatives

Educational Value / Opportunity Potential Value / Impact

NB

(2.003, 24.02)

Collaboratively annotate and review

documents and problem sets

Online discussion of problem sets,

exams, solutions; enable

interaction around OCW PDFs

Math CI Online community where instructors of

communication-intensive courses in

mathematics can share materials and

actively discuss teaching ideas. of

communication-intensive courses; Promote

pedagogical knowledge sharing;

Being used by the entire Math

Department; Possible use at other

MIT departments and beyond

OpenCourseWare Sharing MIT’s course materials with the

world

Self-learners, faculty can view

models of MIT courses

Experimental

Learning

Environments

Classrooms to support faculty experiments,

T/L Innovations, e,g., Project-Based

Learning

Continuous curriculum

improvement

Athena Clusters Contemporary learning spaces; student

community spaces

Support new collaboration forms

4

Page 5: A new revolution in e-ducation quality at scale Vijay Kumar

The Open Explosion Education

5

Page 6: A new revolution in e-ducation quality at scale Vijay Kumar

• MIT & Harvard invest

$30M each

• Free world education

• Open source platform

• We disrupt ourselves!!

So we launched a new

venture

Page 7: A new revolution in e-ducation quality at scale Vijay Kumar

Expand access to quality education

Advance research

Improve

on campus education

Non-profit venture founded by MIT & Harvard

7

Page 8: A new revolution in e-ducation quality at scale Vijay Kumar

What’s unique?

• Scale

– Thousands – Tens of Thousands – Hundreds of Thousands

of simultaneous participants

– Communities

• Content (mostly video) and (formative) assessments

are tightly coupled

• Many innovative activities

– Assessments

– Tight Loop

– Automatically evaluated

8

Page 9: A new revolution in e-ducation quality at scale Vijay Kumar

Video Vignettes

9

Personalization effect - Mayer 2003

Page 10: A new revolution in e-ducation quality at scale Vijay Kumar

Interactive Simulations: Physics

10

Page 11: A new revolution in e-ducation quality at scale Vijay Kumar

11

Instant Feedback

Page 12: A new revolution in e-ducation quality at scale Vijay Kumar

Virtual Game-Like Laboratory

12

Page 13: A new revolution in e-ducation quality at scale Vijay Kumar

13

2MM Learners 196+

All Countries

4MM Course Enrollments

157 Courses

English, French,

Mandarin, Hindi

44+ Institutions

130+ Blended Classes

13,500+ Enrollments

The edX Impact

Page 14: A new revolution in e-ducation quality at scale Vijay Kumar

Internal adoption has been amazing

Semesters

Number

of

Courses

Number

of

Students

Courses Offered

2012F 3 600 8.01rq, CC.801, ES.801

2013S 7 994 5.11x, 6.041,6.s064, 8.011, 18.05, CC.801,

ES.802

2013F 13 1689 2.01, 2.03, 3.012, 3.091, 5.37, 6.341, 6.042,

8.21, 8.33, 8.021, 8.13, 18.03, CC.801

2014S 27 2318

2.01, 2.003, 5.03, 3.039, 3.086, 3.091, 5.11x,

7.013, 7.014, 7.06, 7.28, 8.011, 8.02, 8.13,

8.421, 6.00, 6.002, 6.003, 6.042, 6.s076,

6.874, 16.003, 16.90,, 18.03, 18.05, 18.06,

CC.802

Page 15: A new revolution in e-ducation quality at scale Vijay Kumar
Page 16: A new revolution in e-ducation quality at scale Vijay Kumar

3.091x Introduction to Solid State Chemistry

• “Treasure chest” of problems (412)

• 277 videos • 164-page e-text • No home-works, no exams • All proctored weekly quizzes

Page 17: A new revolution in e-ducation quality at scale Vijay Kumar
Page 18: A new revolution in e-ducation quality at scale Vijay Kumar

STAR: Software Tools for Academics & Research: http://web.mit.edu/star

Innovative tools to bring the practice of research to the process of learning

StarGenetics

StarBiochem

protein visualization

genetic cross simulator

StarOrf

gene finder

StarMolSim

materials

modeling

StarHydro

hydrology visualization

StarHPC

parallel programming

Expose students to the discovery aspect of research

and to the processes of doing research using interactive technology

18

Page 19: A new revolution in e-ducation quality at scale Vijay Kumar

iLabs: “If you can’t come to the lab… the lab will come to you!”

U.S., Australia, China, India, Africa: iLabs

Consortium

19

Shake table (Civil Eng., 2004) Dynamic signal analyzer (EECS, 2004)

Order of magnitude more lab experiences

More lab time to users/researchers

More sophisticated labs available

Communities of scholars created around iLabs

Sharing educational & research content

Page 20: A new revolution in e-ducation quality at scale Vijay Kumar

MITCET Modularity Experiments

John Essigmann

Bridge challenging concepts between

courses with similar concepts

Chemistry

Ken Kamrin & Pedro Reis

Modularize mechanics and materials into discrete learning

experiences

MechE

Wilcox, Darmofal, Radovitzky, Wang

Transform 16.20 & 16.90 to modular, active

learning experiences, and enable self-paced

completion of the courses

Aero-Astro

20

Page 21: A new revolution in e-ducation quality at scale Vijay Kumar

Concept-Based Learning &

Modularity

21

i2.002 Online Course

Crosslinks Video Concept Browser

Page 22: A new revolution in e-ducation quality at scale Vijay Kumar

5/20/2014 22

Page 23: A new revolution in e-ducation quality at scale Vijay Kumar

Caesar: Divide & Conquer

23

programs chopped into chunks and

sent to many reviewers

Courtesy, Eric Klopfer,MIT

Page 24: A new revolution in e-ducation quality at scale Vijay Kumar

Social Reviewing

24

reply &

discuss

upvote &

downvote

seeded by

automatic

style

checker

write new

comments

go beyond

the chunk,

if needed

Courtesy, Eric Klopfer,MIT

Page 25: A new revolution in e-ducation quality at scale Vijay Kumar

Reason #1: Mens et Manus

Industrial Chemistry Lab

Project Whirwind

2.007

Leveraged Freedom Chair

Page 26: A new revolution in e-ducation quality at scale Vijay Kumar

MIT’s exertions reestablish hands-on

Massively Flipped

Classrooms using

edX Platform

Rogers: Learning by Doing

ESG Concourse TEAL

6.01,

2.007

Page 27: A new revolution in e-ducation quality at scale Vijay Kumar

Reason #2: Instant Feedback

Page 28: A new revolution in e-ducation quality at scale Vijay Kumar

Feedback “I absolutely love the new way of doing problem sets. It lets me know that I am on the right track and helps me understand the problems better.”

“One of the most rewarding things about the first 8.02 problem set was solving a problem on paper, then immediately checking the answer online to receive a confirmation (small dopamine rush, confidence, motivation to continue, and reinforcement of concepts) or an error (immediate feedback, prompt to go look over solution and fix careless mistakes or more importantly, correct fundamental misunderstandings of the material).

Page 29: A new revolution in e-ducation quality at scale Vijay Kumar

Reasons 3~n

• More modularity

• “Choose your own

adventure” courses

• More research

apprenticeship

• More field experiences

• More internships/travel

☞ More Magic Time

Page 30: A new revolution in e-ducation quality at scale Vijay Kumar

Changing the Ecology and Economics of

Education • Abundance

– A • Actionable Access to Resources, Learning Experiences; Communities

• Alternate ways to learn: Models; Pathways

– B • Blended Learning; Boundary-less Education

– C • Customization and Continuous Improvement ;

– Learner feedback/Analytics /Open Design

• Continuous Education

Page 31: A new revolution in e-ducation quality at scale Vijay Kumar

31

Online

textbook Videos Assessments

Courtesy Seaton, Pritchard Aug 2012

Learner activity and performance

3) Research in Learning on an

Unprecedented Scale via “Big Data”

All learners

Those

who

passed

Page 32: A new revolution in e-ducation quality at scale Vijay Kumar

The Open Difference

– Generative • 4Rs: Reuse; Remix, Revise, Redistribute

– Permitted by Technology Policy and Legally

– Boundary-less • Access, Development and Use not limited by domain/

community/technology/Policy – Bidirectional – Distributed locus of control; – Outcome and Process are shareable/transparent

– New Structural Relationships

• Access – Cost - Quality • Individual – Institution – Knowledge

– Agency of the Community (Crwd) – Learning Opportunities – Disaggregation of educational services

32

Page 33: A new revolution in e-ducation quality at scale Vijay Kumar

The Future of MIT Education

• Taskforces

– MIT Education and Facilities for the Future

– Future Global Implications of edX and the

Opportunities It Creates

– New Financial Models for Education

Page 34: A new revolution in e-ducation quality at scale Vijay Kumar

34

Visible Usable;

Situated

Anywhere; Virtual;

Blended

Receiving/Knowing

Affecting

Limited Term

Varying; Lifelong

Enrolled Student

Registered; Life-long

Member

Dropouts

100% completion

DE as 2nd Class Net-Enabled, Open as

Central Modality

University

Metaversity

Page 35: A new revolution in e-ducation quality at scale Vijay Kumar
Page 37: A new revolution in e-ducation quality at scale Vijay Kumar

Electricity & Magnetism

with Studio Physics

Studio format

Visualization/simulation

Desktop lab experiments

Student teams

Page 38: A new revolution in e-ducation quality at scale Vijay Kumar

iLabs at MIT

Shake table (Civil Eng.,

deployed early 2004)

Flagpole (Civil Eng.,

deployed 2000,)

Polymer crystallization

(Chem. E., deployed

2003)

Microelectronics device characterization

(EECS, deployed 1998) Heat exchanger (Chem. E., deployed 2001)

Page 39: A new revolution in e-ducation quality at scale Vijay Kumar

Click to edit Master title style

Open • Content

• Tools/Applications

– Finding; Getting; Using

– Knowledge

• Enabling Resources

– Legal

– Policy

– Community

Technology

• Networks; Devices; Software ;

Architecture; Processes

– Mobile Computing

– Cloud Computing

– Data Visualization & Analytics

– Simple Augmented Reality

– The Semantic Web

– Game-Based Learning

– MOOCs?

The Technology and Open Influence

Educational Innovation

and Transformation

Page 40: A new revolution in e-ducation quality at scale Vijay Kumar

Goals to be served by research

• See how/place-based learning can leverage and benefit from learnings

• Understand how online experiences can be made better/optimal

e.g. for different disciplines.

• Understand how OL affects overall, production, distribution, process, and economics of education?

• Will enable us to develop and provide great on-line learning environments through

- Leveraging distributed communities / self-organized groups (instructor control Vs. student autonomy)

- Providing the right kinds of scaffolding to support optimal student learning.

• Will enable us to provide great overall (diverse) learning experiences.

5/20/2014 40

Page 41: A new revolution in e-ducation quality at scale Vijay Kumar

Technologies

• Nb – Collaborative PDF Annotation (David Karger)

• Caesar - Crowdsourced Code Review (Rob Miller)

• Crosslinks – With and Across Course Concept Links (Haynes Miller + Karen

Wilcox, OEIT)

• MC3 – MIT Core Concept Catalog (OEIT)

• Video Capture (AMPS, OEIT)

• Video Editing/Mixing (Pete Donaldson)

• Online Course Data Mining (Dave Pritchard)

• Games (Eric Klopfer)

• Xblock (edX)

Page 42: A new revolution in e-ducation quality at scale Vijay Kumar

Credentials and Course Sequences

ID Verified

Certificates of

Achievement

Audit

42

60% pass

5% pass rate

Honor Code

Certificate

5% pass rate

Page 43: A new revolution in e-ducation quality at scale Vijay Kumar

Revenue approaches for sustainability of edX

• B2C

• Verified certificates

• B2B

• Author institution subscription fees

• While-label hosted platform with revenue share (e.g., World Economic Forum’s

Forum academy, MITx executive education OnlineX)

• B2N

• Course licensing to countries adopting OpenEdx (e.g., with edraak and

xuetangX)

• Philanthropy

• Individual donations

• Gates foundation

• Hewlett foundation

43

Page 44: A new revolution in e-ducation quality at scale Vijay Kumar

Unless otherwise specified this work is licensed under a Creative Commons Attribution 3.0 United States License.

Modularity Activity

44