IdeasLab 2014 - Kenneth R. Koedinger - Redesigning How We Learn

TL;DR

Technology, data analysis, and personalized instruction can double learning outcomes and improve educational outcomes for all students.

Transcript

kids are capable of great creativity and they initially engage in learning very naturally kids who are in supportive environments they continue to learn but what about those kids who do not have the benefits of a supportive environment in their homes how do we provide them with the personalized learning support they need to be to reach their full p... Read More

Key Insights

• 🧑‍🎓 Supportive environments at home naturally foster learning, but personalized instruction is essential for students without such support.
• 🧑‍🎓 Technology, such as computer-based tutoring systems, can provide one-on-one support and double student achievement in subjects like algebra.
• 🧑‍🎓 Online interactive courses have the potential to accelerate learning by enabling students to learn more in a shorter time period than traditional courses.
• ❓ Data analysis and technology-enabled instruction can uncover nuanced barriers to learning and enhance instruction to improve learning outcomes.
• 👨‍🔬 The lecture model of instruction is often less effective than research-based examples, as experts may not be aware of the nuances in their own knowledge.
• 🎓 Collaboration between industry, universities, and government is crucial to unlocking the potential of human learning and making a significant difference in education.
• 🛄 The Simon Initiative and the Global Learning Council aim to enhance learning outcomes through technology, data analysis, and personalized instruction.

Questions & Answers

Q: How can technology provide personalized learning support for kids who don't have a supportive environment at home?

Technology, such as computer-based tutoring systems, can provide kids with one-on-one support similar to a human tutor. Studies have shown that these systems can double students' achievement in algebra over a full school year.

Q: Can online interactive courses improve learning outcomes?

Yes, online interactive courses have been proven to help students learn more in a shorter time period. For example, a statistics course demonstrated that students learned more in half a semester than a full course.

Q: Why is the lecture model less effective than research-based examples for learning?

The lecture model relies on experts reflecting on their knowledge to design content. However, studies have shown that video analysis often reveals nuances that experts are not aware of. Research-based examples of problem-solving lead to better learning outcomes.

Q: How can data analysis enhance instruction?

By collecting and analyzing large amounts of data, nuanced barriers to learning can be discovered. Instruction can then be redesigned to address these barriers, resulting in significantly better and faster learning outcomes.

Summary & Key Takeaways

• Kids who have supportive environments naturally engage in learning, but those without support at home need personalized learning to reach their full potential.

• The Simon Initiative at Carnegie Mellon aims to enhance the science and practice of learning by focusing on educational outcomes.

• Computer-based tutoring systems and online interactive courses have been shown to double student achievement and improve learning outcomes.