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Field Overview & History
What is LE? Origins in cognitive science, instructional design, systems engineering. ICICLE body of knowledge. Why LE is distinct from instructional design.
34 resources tagged with this topic
Concepts in this topic
What is Learning Engineering? Understand
LE vs. Instructional Design Analyze
Builds on: What is Learning Engineering?
Learning Engineering Teams & Roles Apply
Builds on: What is Learning Engineering?
Resources
Reading List 16
Better Faster Learning
Long-form feature on learning engineering for a broad audience, profiling CMU/ICICLE-aligned work and the case for evidence-based instructional improvement at scale.
Breakthrough Leadership in the Digital Age: Using Learning Science to Reboot Schooling
Leadership-focused bridge text arguing that technology adoption should be driven by learning science rather than device-first strategy.
Learning Engineering: A View on the Field and Future Research (Baker, Boser, Snow, 2022)
Open-access overview of the field’s current state, defining practices and outlining priority research problems for the next stage of development.
Learning Engineering Perspectives for Educational Systems (Craig et al., 2023)
Article on how learning engineering can shape educational systems at scale through changes to policy, infrastructure, and practice.
Learning Sciences and Learning Engineering: Natural or Artificial Distinction? (Lee, 2023)
Scholarly analysis of the relationship between learning sciences and learning engineering, arguing for tighter integration of the two.
Learning Engineering: What It Is and Why I’m Involved (Kolodner, 2023)
Reflective essay on the origins, purpose, and practical value of learning engineering from a leading field contributor.
Learning Engineering at a Glance (Army Press, 2023)
Short military-facing overview connecting LE concepts to mission-critical workforce training and high-consequence performance contexts.
Teaming Up to Improve Medical and Healthcare Education (Kurzweil & Marcellas, 2020)
Case study showing how LE team practices are applied in medical and healthcare education, where performance stakes are high.
Build a Learning Data Dream Team (Torrance, Lin, Goodell, 2024)
Practitioner article on staffing and collaboration patterns for data-informed learning improvement teams.
Learning Engineering Enlightenment: Think Like an Engineer
Wagner's 2024 follow-on to her long thread of LE-vs-ID articles. The sharpest version of her argument that the shift isn't tools, it's disposition: LEs reason like engineers about uncertainty and evidence.
Learning Engineering for Online Education: Theoretical Contexts and Design-Based Examples
An early anchor text for the field's online-learning strand, connecting theory to design-based case studies. (Frequently cataloged in 2018/2019 depending on edition metadata.)
Practice 3
Learning Engineering Team Roles and Expertise Guide
Role map for multidisciplinary LE teams, outlining typical contributions from learning science, data, design, engineering, and domain experts.
Learning Engineering Is a Team Sport (ICICLE, 2024)
Presentation on building effective multidisciplinary LE teams and clarifying contributions across roles throughout a project lifecycle.
Events 14
AECT Learner Engagement Activated — Jim Goodell episode
Fensie interviews Goodell in a long-form format — origin story, ICICLE's founding, and the case for LE as an engineering discipline. If you want biographical context on one of the field's anchors, start here.
All Rise the Learning Engineers
An early (2018) public conversation about the LE role. Useful as a time-capsule: what the field thought it was before ICICLE consolidated. Barr and Robson are both early movers; the episode holds up.
ICICLE Conference on Learning Engineering 2019
The inaugural ICICLE conference -- the opening public record of the learning engineering community's annual meeting and the baseline for how the field has evolved since.
ICICLE Conference on Learning Engineering 2022
2022 edition of the ICICLE annual conference. Program, proceedings, and recorded sessions available.
ICICLE Conference on Learning Engineering 2023
2023 edition of the ICICLE annual conference. Program, proceedings, and recorded sessions available.
ICICLE Conference on Learning Engineering 2024
The field's flagship annual gathering. The 2024 ICICLE conference is the most recent edition, with proceedings, recorded sessions, and the latest practitioner and research presentations.
IEEE Learning Engineering Podcast
ICICLE's official podcast series — interviews with working learning engineers across sectors. The first episode ("What is Learning Engineering?") is the most linked-to; subsequent episodes get into specific practitioner stories.
QIP Learning Engineering Video Series
Curated video series featuring LE practitioners and researchers discussing field foundations, implementation cases, and lessons learned.
Introduction to Learning Engineering Webinar Series
ICICLE-hosted webinar series for newcomers, introducing core concepts, workflows, and entry points into the LE community.
Silver Lining for Learning: The Art and Science of Learning Engineering
Podcast episode on balancing rigorous evidence practices with creative design in real-world learning engineering work.
AECT Learning Engagement Activated: Jim Goodell on Learning Engineering
Podcast episode covering LE principles, ICICLE community work, and implications for evidence-based professional learning design.
Learning Engineering: A path to empowering learners in and for the Age of AI — Panel
Panel response to the McNamara and Garg keynotes above. Worth watching as a trio — the panel is where the rough edges of AI-in-LE show up (evaluation, equity, disciplinary identity).
Learning Engineering: What We Know, What We Can Do — Bror Saxberg keynote
Saxberg's clearest public statement of the learning-engineer role: why instructional design's compliance model falls short at scale, what evidence-based iteration actually looks like in industry, and where the next generation of LEs needs to come from. The canonical 'what is LE' talk for newcomers.
Silver Lining for Learning — The Art and Science of Learning Engineering
Roscoe, Craig, and McNamara on what makes LE distinct from adjacent fields — and where art/intuition still lives inside what's meant to be an engineering discipline. A more philosophical companion to the ICICLE 2024 materials.
Community 1
Learning Engineering Adjacent Academic Programs Directory
Directory of degree and training programs adjacent to LE, including learning sciences, edtech, HCI, and LE-focused pathways.