Everything about Design-based learning
Learner centric pedagogy
Design-based learning (DBL), also known as design-based instruction, is an inquiry-based form of learning, or pedagogy, that is based on integration of design thinking and the design process into the classroom at the K-12 and post-secondary levels. Design-based learning environments can be found across many disciplines, including those traditionally associated with design, as well as others not normally considered to be design-related. DBL, as well as project-based learning and problem-based learning, is used to teach 21st century skills such as communication and collaboration and foster deeper learning. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Design-based learningA 5-minute orientation
- Skim a recent paper: Robust deep learning–based protein sequence design using ProteinMPNNInfluential work since 2022
- Pick up a classic book: Data miningThe most-reprinted book on the subject
- Read the landmark paper: Design‐based science and student learningCited 287 times
- Go sideways: Phenomenon-based learningA closely related topic
- Go sideways: Project-based learningA closely related topic
📖 Definitions
Noun An educational approach that incorporates design thinking and the design process into K-12 and post-secondary classrooms across diverse disciplines.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Design‐based science and student learning
Using Universal Design for Learning to Design Standards-Based Lessons
Machine Learning-Based Design Concept Evaluation
DzAIℕ: Deep learning based generative design
Learning-based ship design optimization approach
Deep Learning Based Predictive Beamforming Design
Refining active learning design principles through design-based research
Design‐based learning for biology
🆕 Influential since 2022
Robust deep learning–based protein sequence design using ProteinMPNN
Geometric Deep Learning for Structure-Based Ligand Design
Deep learning based design of thermal metadevices
Machine‐learning‐based optimization framework to support recovery‐based design
Developing Computational Thinking: Design-Based Learning and Interdisciplinary Activity Design
📚 Books worth reading
Data miningI. H. Witten, Ian H. Witten · 1999- 📕Alternate Reality Games and the Cusp of Digital GameplayAntero Garcia, Greg Niemeyer · 2017
Rule Based Systems for Big DataHan Liu, Alexander Gegov · 2015- 📕Scenario-Based E-LearningRuth C. Clark, Richard E. Mayer · 2012
Supervising Practices for Postgraduate Research in Art, Architecture and DesignBrent Allpress, Robyn Barnacle · 2012
Designing effective online instructionFranklin R. Koontz · 2006
Objectives, competences and learning outcomesReginald F. Melton, Reginald Melton · 1997
Knowledge-Based Systems Techniques and Applications (4-Volume Set)Cornelius T. Leondes · 2000
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Phenomenon-based learning Phenomenon-based learning is a constructivist form of learning or pedagogy, where students study a topic or concept in a holistic approach instead of in…
- Project-based learning Project-based learning is a teaching method that uses a dynamic classroom approach in which students acquire deeper knowledge through active exploration…
- Experiential learning Experiential learning (ExL) is the process of learning through experience, and is more narrowly defined as "learning through reflection on doing". Hands-on…
- Instructional design Instructional design (ID), also known as instructional systems design and originally known as instructional systems development (ISD), is the practice…
- Multiliteracy Multiliteracy (plural: multiliteracies) is an approach to literacy theory and pedagogy coined in the mid-1990s by the New London Group. The approach is…
- Pedagogy Pedagogy (/ˈpɛdəɡɒdʒi, -ɡoʊdʒi, -ɡɒɡi/), most commonly understood as the approach to teaching, is the theory and practice of learning, and how this process…
- Inquiry-based learning Inquiry-based learning (also spelled as enquiry-based learning in British English) is a form of active learning that starts by posing questions, problems…
- Teaching method A teaching method is a set of principles and methods used by teachers to enable student learning. These strategies are determined partly by the subject…