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Open General Education Curriculum at
Multi-Institutional Scale
David Wiley, Ph.D.
Co-founder & Chief Academic Officer, Lumen Learning

Ronda Neugebauer, M.Ed.
Faculty Success Lead, Lumen Learning

lumenlearning.com
Kim
Thanos, M.B.A.
David Wiley, Ph.D.
NGLC grants target specific
challenges that address barriers
to educational success.
NGLC strives to dramatically
improve college readiness and
completion, particularly for
low-income students and
students of color, by identifying
promising technology solutions.
http://nextgenlearning.org/nglc-overview
Kaleidoscope: Goal
Use open educational resources (OER) to improve the
success of at-risk students at multi-institutional scale

http://oli.cmu.edu/
Makes It Easy to Share OER: 4Rs
Reuse

• Use the content in its unaltered form

Revise

• Adapt, adjust, modify, improve, or alter
the content

Remix

• Combine the original or revised content
with other OER to create something new

Redistribute

• Share copies of the original
content, revisions or remixes with others

http://opencontent.org/blog/archives/1270
Percent Change Since 1978
Educational Books - Medical Services
New Home Prices - Consumer Price Index

http://www.aei-ideas.org/2012/12/the-college-textbook-bubble-and-how-the-open-educational-resources-movement-is-going-up-against-the-textbook-cartel/
Direct Relationship between
Textbook Costs and Student Success
60%+ do not purchase textbooks
at some point due to cost

35% take fewer courses due to
textbook cost

31% choose not to register for a
course due to textbook cost
23% regularly go without
textbooks due to cost
14% have dropped a course
due to textbook cost
10% have withdrawn from a
course due to textbook cost













Source: 2012 student survey
by Florida Virtual Campus

http://www.openaccesstextbooks.org/pdf/2012_Exec_Sum_Student_Txtbk_Survey.pdf
OER Impact
no broken links or surprise content changes
freedom from the textbook and impact of costs
access to course materials on Day 1
teacher and learner customization
right to make changes for continuous improvement
deconstructing the silos for collaboration
Kaleidoscope Approach
develop open course designs
create full set of open materials for every
outcome
implement sound instructional design
support architecture of attribution
continuously improve using learning analytics
Mercy College Results
Percentage passing with C or better
n=2,842 including pilot

80.00%
70.00%

68.90%
63.60%

64.50%
60.18%

60.00%

55.91%
48.40%

50.00%
40.00%
30.00%
20.00%
10.00%
0.00%

Fall 2011 Fall 2012
No OER OER

Spring 2011
No OER

Spring 2013
OER

Total
Total
No OER OER
Kaleidoscope 2013-2014
Create and share 20+ additional open course designs




Open content and assessments
Aligned to outcomes
Analytics enabled
http://www.tcc.edu/news/press/2013/TextbookFreeDegree.htm
Kaleidoscope 2013-2014
Create and share 20+ additional open course designs




Open content and assessments
Aligned to outcomes
Analytics enabled

Support institutions through transition



Faculty training and support
Leadership training and support

Sustain



Curate and update
Improve learning results based on analytics
Kaleidoscope Open Course
Initiative
innovating teaching and learning and
improving student success

lowering costs for students and
institutions
accessing course materials from Day 1
customizing content for diverse needs
using learning analytics to strengthen
instructional design
Interested in Kaleidoscope?
http://www.lumenlearning.com/engage
Continuous Improvement
Using empirical data to drive
instructional redesign loops
ImprovOER
https://github.com/lumenlearning
Hosted, managed, and supported ImprovOER
http://lumenlearning.com/
What Kind of Data?
Content data like visits and time
Assessment data like score, attempts, timing
Step 0: Alignment
Determine which content support success
on which assessments
Step 1: Engagement
Combine content and
non-score assessment data
Step 2: Performance
Assessment score
Step 3: Simple Backpropagation
Neural Network

xij

si

(hidden)

aj

yij

yij = xij * si * aj
Estimate student and assignment params
Step 5: Identify Candidates
Use all available data, plus SSEs, to identify
Step 6: Recommendations
Provide alternative open content and assessment
suggestions to faculty
Decrease Cost, Increase Quality
Continuous improvement drives OER
quality, augmenting cost benefits
Discussion
@opencontent
@rondaneugebauer
Aect2013 Kaleidoscope Open Course Intiative
Aect2013 Kaleidoscope Open Course Intiative

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Aect2013 Kaleidoscope Open Course Intiative

  • 1. Open General Education Curriculum at Multi-Institutional Scale David Wiley, Ph.D. Co-founder & Chief Academic Officer, Lumen Learning Ronda Neugebauer, M.Ed. Faculty Success Lead, Lumen Learning lumenlearning.com
  • 3. NGLC grants target specific challenges that address barriers to educational success. NGLC strives to dramatically improve college readiness and completion, particularly for low-income students and students of color, by identifying promising technology solutions. http://nextgenlearning.org/nglc-overview
  • 4.
  • 5. Kaleidoscope: Goal Use open educational resources (OER) to improve the success of at-risk students at multi-institutional scale http://oli.cmu.edu/
  • 6. Makes It Easy to Share OER: 4Rs Reuse • Use the content in its unaltered form Revise • Adapt, adjust, modify, improve, or alter the content Remix • Combine the original or revised content with other OER to create something new Redistribute • Share copies of the original content, revisions or remixes with others http://opencontent.org/blog/archives/1270
  • 7. Percent Change Since 1978 Educational Books - Medical Services New Home Prices - Consumer Price Index http://www.aei-ideas.org/2012/12/the-college-textbook-bubble-and-how-the-open-educational-resources-movement-is-going-up-against-the-textbook-cartel/
  • 8. Direct Relationship between Textbook Costs and Student Success 60%+ do not purchase textbooks at some point due to cost 35% take fewer courses due to textbook cost 31% choose not to register for a course due to textbook cost 23% regularly go without textbooks due to cost 14% have dropped a course due to textbook cost 10% have withdrawn from a course due to textbook cost            Source: 2012 student survey by Florida Virtual Campus http://www.openaccesstextbooks.org/pdf/2012_Exec_Sum_Student_Txtbk_Survey.pdf
  • 9. OER Impact no broken links or surprise content changes freedom from the textbook and impact of costs access to course materials on Day 1 teacher and learner customization right to make changes for continuous improvement deconstructing the silos for collaboration
  • 10. Kaleidoscope Approach develop open course designs create full set of open materials for every outcome implement sound instructional design support architecture of attribution continuously improve using learning analytics
  • 11.
  • 12. Mercy College Results Percentage passing with C or better n=2,842 including pilot 80.00% 70.00% 68.90% 63.60% 64.50% 60.18% 60.00% 55.91% 48.40% 50.00% 40.00% 30.00% 20.00% 10.00% 0.00% Fall 2011 Fall 2012 No OER OER Spring 2011 No OER Spring 2013 OER Total Total No OER OER
  • 13. Kaleidoscope 2013-2014 Create and share 20+ additional open course designs    Open content and assessments Aligned to outcomes Analytics enabled
  • 15. Kaleidoscope 2013-2014 Create and share 20+ additional open course designs    Open content and assessments Aligned to outcomes Analytics enabled Support institutions through transition   Faculty training and support Leadership training and support Sustain   Curate and update Improve learning results based on analytics
  • 16. Kaleidoscope Open Course Initiative innovating teaching and learning and improving student success lowering costs for students and institutions accessing course materials from Day 1 customizing content for diverse needs using learning analytics to strengthen instructional design
  • 18. Continuous Improvement Using empirical data to drive instructional redesign loops
  • 20. Hosted, managed, and supported ImprovOER http://lumenlearning.com/
  • 21. What Kind of Data? Content data like visits and time Assessment data like score, attempts, timing
  • 22. Step 0: Alignment Determine which content support success on which assessments
  • 23. Step 1: Engagement Combine content and non-score assessment data
  • 25. Step 3: Simple Backpropagation Neural Network xij si (hidden) aj yij yij = xij * si * aj Estimate student and assignment params
  • 26.
  • 27. Step 5: Identify Candidates Use all available data, plus SSEs, to identify
  • 28.
  • 29. Step 6: Recommendations Provide alternative open content and assessment suggestions to faculty
  • 30. Decrease Cost, Increase Quality Continuous improvement drives OER quality, augmenting cost benefits

Editor's Notes

  1. Welcome to Anaheim! It’s a pleasure to be here, and my first time at AECT. I’m excited to have the opportunity today to share with you one of the most profound experiences of my professional career, the Kaleidoscope Open Course Initiative.I’d like to take an opportunity to thank Dr. Reigeluth, for the encouragement to join AECT last year, to AECT for the opportunity to present. And thanks to you for choosing this presentation.I’m Ronda Neugebauer, Lumen Learning’s Faculty Success Lead. I’m also a graduate student with Indiana University Bloomington in Instructional Systems Technology, a Kaleidoscope founding member, and current adjunct faculty member at Chadron State College in northwestern Nebraska teaching transitional reading, writing, student success, and digital literacy courses.So to take the pulse of conference attendees by a show of hands (and feel free to raise your hand more than once): how many of you are –administrators?faculty?instructional designers?programmers?researchers?students?What am I missing?Alright, and how many of you have heard of OER?And how many of you are now using or have used open materials?Thanks for your feedback!Great…so let’s get started… Image:http://aectorg.yourwebhosting.com/events/Anaheim/
  2. The Kaleidoscope Open Course Initiative was founded in 2011 by Kim Thanos and David Wiley.Imageshttp://www.project-kaleidoscope.org/http://www.lumenlearning.com/team
  3. The project received initial funding in 2011 as well as follow-on funding in 2012 from a Next Generation Learning Challenges Wave I grant focused on improving college completion for at-risk students using technology solutions.Screenshot:http://nextgenlearning.org/nglc-overview
  4. In 2011, Kaleidoscope’s founding 8 members consisted of community colleges and open access, 4-year schools from California to Nebraska to New York. I represented Chadron State College, a four-year open enrollment institution, as a collaborator in developmental reading, writing, and college success courses.Today, just shy of 2 ½ years later, the project partners have grown to a robust group of 23 collaborators across the nation.
  5. Kaleidoscope’s goal is to improve the academic success of at-risk students by:using the best of existing open educational resources, also known as OERto improve student successby eliminating textbook costs as a barrier improve learning materials using a continuous, assessment driven enhancement process, andcreate a collaborative community to share learning, investment, and faculty developmentQuote:http://oli.cmu.edu/
  6. Open educational resources are defined as teaching materials - such as textbooks, syllabi, lesson plans, videos, exams, etc. - that use an open license, such as the CC BY of Creative Commons. Dr. David Wiley, in his 2010 “Open Education and the Future” TedxNYED talk, related how at its core, OER are about what he calls the permission to engage in the “4Rs: Reuse, Revise, Remix, Redistribute”All of these impact teaching and learning.Images:Source David Wiley, http://opencontent.org/blog/archives/1270http://creativecommons.org/licenses/http://www.lumenlearning.com/oer
  7. So why does Kaleidoscope use OER? Over the last three decades, college textbook prices (the highest line in blue on the graph) have risen more than three times the amount of the average increase for all goods and services (the lowest line in burgundy on the graph).Table:http://www.aei-ideas.org/2012/12/the-college-textbook-bubble-and-how-the-open-educational-resources-movement-is-going-up-against-the-textbook-cartel/
  8. And with this rise in textbook prices, we see a direct relationship between the costs of textbooks and student success. Recent research conducted by the Florida Virtual Campus quantifies the ways high textbook costs affect student persistence and success.Perhaps what’s more alarming is what we don’t see in the data over time related to drops and withdrawals.Research: http://www.openaccesstextbooks.org/pdf/2012_Exec_Sum_Student_Txtbk_Survey.pdf
  9. So why use openly licensed materials?There’s the practical matter of broken links: when you link to materials online, you never know if the links might disappear,if the content changes, if the edition changes, or if the materials end up behind a pay wall. There’s also freedom from the textbook in saving students money, improving access to materials for everyone to use on the first day of class, and no longer suffering “financial aid wait” sometimes weeks into the term, or work paydays, before students purchase their textbooks or other content for class.Finally, the permission to edit OER empowers faculty and students alike with the flexibility to customizethe content for the diverse needs of learners and continuous quality improvement, which in turn (and hopefully!) prompts a richer conversation about collaboration around curriculum.
  10. The approach centers on creating and adopting open course designs for high-enrollment courses, collaboratively, across multiple institutions, using the best of existing OER and supporting development of the “full instructional package” of open materials. Implementation of sound instructional design, such as what meets Quality Matters initiatives, appropriate author attribution of course materials, and utilization of learning analytics are the drivers for continuous improvement in open content, learning, and instruction.
  11. Given that faculty collaborators in the initial phase of the project (myself included) had little or no knowledge or experience with OER, including open licensing, mining the wealth of existingOER, and identifying quality OERwere unsure of how to effectively collaborate across institutionswere not strong instructional designers or educational technologists norknew how to utilize learning analytics for continuous improvementit was imperative that the project included OER experts in advisory roles from different organizations. These advisors continue to support the project through the current iteration of our work and beyond.Images:http://www.lumenlearning.com/http://home.byu.edu/home/http://creativecommons.org/http://www.cmu.edu/index.shtmlhttp://www.mit.edu/http://www.aacu.org/http://openstaxcollege.org/http://www.saylor.org/http://www.instructure.com/http://opencourselibrary.org/http://www.ck12.org/teacher/http://nextgenlearning.org/http://www.gatesfoundation.org/http://www.shuttleworthfoundation.org/
  12. During the 2011-2012 iteration of the project, there were 8 participating institutions 67 faculty 10 courses created with OER and adopted137 course sections andover 4200 students impactedThe results of the 2011-2012 phase pilot were reducing the cost of textbooks to $0an average change in student success of C or better estimated at 10%100% of faculty committed to OER use in the futureFor some courses there was no statistically significant difference in students using OER instead of purchasing textbooks – which is a win for reducing the cost of higher education.Source:https://docs.google.com/spreadsheet/ccc?key=0AnkMwQNsnjwUdEpzZDNEWlpJYnNyaENwNWFuelhXbFE&usp=drive_web#gid=0For others – especially related to math – having access to materials on the first day of class and beyond made a difference (students who used MyOpenMath instead of Pearson’s MyMathLab never experienced the latter’s trial access for, say, the first two weeks of class with the expectation that the student must pay or they are “cut off” from the course materials. In this slide, we see one partner’s collective results over time with the navy bars representing student success for those participating in the Kaleidoscope Open Course Initiative and the gold bars representing student success for those not involved in the project.We can see an increase in student success rates of C or better with Mercy College students over 5% in fall, nearly 12% in spring, and more than 8% overall.
  13. The current phase of the project includes the creation and sharing of over 20 additional open course designs – the impact of which means for some institutions, students will not have to purchase textbooks for the first two years of college.
  14. Notably, one of project collaborators, Tidewater Community College in Virginia, this year announced they “will be the first institution in the United States to offer a degree in which students pay nothing for required textbooks.” http://www.tcc.edu/news/press/2013/TextbookFreeDegree.htm
  15. Additionally, the next phase will support institutions with leadership and faculty training and support for a sustainable change toward improving higher education.
  16. Overall Kaleidoscope is about leveraging OER innovation to improve teaching and learning for student success.
  17. Thank you for the opportunity to be here today and share the Kaleidoscope Open Course Initiative experience! It’s been a pleasure presenting at AECT and please let me know if you have any questions or are interested in more information about the project. All the best to you!