1. Changing the Production Function in Higher Education Candace Thille, Director, Open Learning Initiative

2. “Improvement in Post Secondary Education will require converting teaching from a ‘solo sport’ to a community based research activity.” —Herbert Simon

3. What is Carnegie Mellon’s Open Learning Initiative? Scientifically-based open online learning environments designed to improve both quality and productivity in higher education

4. Team-based design and development

5. Community-based Research

6. Learning Dashboard Team led by Dr. Marsha Lovett

9. Single Student View

10. What Are the Affordances of the Technology?

11. “The Killer App” Feedback Loops for Continuous Improvement

12. Learning Curve Analysis DataShop: Pittsburgh Science of Learning Center

13. LearnLab: Transforming Education Research English Reading Tutor Chemistry Virtual Lab Algebra Intelligent Tutor Ed tech + wide use = “Basic research at scale” + = NSF Science of Learning Center 10 years, ~$50 million Tech enhanced courses, assessment, & research School cooperation for data collection

14. Strategy for Educational Improvement Data Theory EdTec h

15. “Improvement in Post Secondary Education will require converting teaching from a ‘solo sport’ to a community based research activity.” —Herbert Simon OLI receives generous financial and intellectual support from: The William and Flora Hewlett Foundation, The Bill and Melinda Gates Foundation, The Lumina Foundation, The Spencer Foundation, The Kresge Foundation, The Walter S. Johnson Foundation, and Carnegie Mellon University LearnLab is funded by The National Science Foundation and IES cthille@cmu.edu

22. What is a Cognitive Tutor? A computerized learning environment whose design is based on cognitive principles and whose interaction with students is based on that of a (human) tutor—i.e., making comments when the student errs, answering questions about what to do next, and maintaining a low profile when the student is performing well.

26. Basic Premise It’s not teaching that causes learning. Attempts by the learner to perform cause learning, dependent upon the quality of feedback and opportunities to use it. Grant Wiggins President, Center of Learning Assessment

27. Better insight => better courses Past research –Careful “cognitive task analysis” produces much better courses OLI Chemistry, equilibrium topic Previously: 20% correct on exam After analysis & redesign: 60% Flat learning curve => Discovery opportunity! New opportunity –Ed tech provides data for automated analysis