Skip to content

Learning-Science Digest

Fringe of Human Learning Technology and Emergence

Categories

  • 4E Cognition
  • Ability grouping
  • Accelerated learning
  • Acting/ Role play
  • Active learning
  • Active/ Action learning
  • Activities
  • Adaptive Learning
  • Administration & Leadership
  • Affordances
  • After-School Programs
  • Agency/ Autonomy
  • Analogy & Analogy based Learning
  • Anchored Instruction
  • Andragogy
  • Anthropology/ Ethnographic learning
  • Apprenticeship
  • Approaches
  • Apps
  • Artificial Intelligence
  • Assessment
  • Asynchronous Learning
  • Attitude
  • Banking model
  • Behavior Design
  • Behavioural
  • Belonging
  • Biology
  • Blended, Flipped, etc
  • books
  • Brain
  • Bricolage
  • Catholic Education
  • Causation
  • Coaching
  • Cognitive Diversity
  • Cognitive Load
  • Cognitive Science
  • Collaborative learning
  • Communities of practice
  • Competency-Based Learning
  • Complexity Theory
  • Compliance Training
  • Computational Learning
  • Computer Based Math
  • Concept Differences
  • Concept similarity
  • Connected Learning
  • Connectivism
  • Constraints
  • Constraints-Led Approach
  • Constructionism
  • Constructivism
  • Contextualized Learning
  • Contrast and Polarity
  • Courses
  • Creativity/ Innovation
  • Critical articles
  • Critical Pedagogy
  • Critical Thinking
  • Cultural Intelligence
  • Cultural Learning
  • Cumulative culture
  • Curriculum
  • Curriculum Design
  • Deliberate Practice
  • Design Science/ Approaches
  • Desirable Difficulty
  • Dialogic Learning
  • Differential learning
  • Digital Learning
  • Direct Instruction/ KLC
  • Disability and Learning
  • Discovery Learning
  • Discussion/ Debate
  • Disposition/Propensity
  • Distributed Cognition/ Learning
  • DIY learning/ Edupunk
  • Dynamics and learning
  • Early Intervention
  • Ecological Approch
  • Ecological Dynamics
  • Ed-tech
  • Education
  • Education Models
  • Education Policy
  • Education Thinkers
  • Effectuation
  • Elaboration
  • Embedded Cognition
  • Embodied Cognition
  • Emergence
  • Emergency learning
  • Emerging technology
  • Emulative learning
  • Enactive learning
  • Enskilment
  • Entangled pedagogy
  • Entrepreneurial Learning
  • Ethics and Moral learning
  • Evaluation
  • Evidence
  • Evolution and Learning
  • Exams
  • Exaptation
  • Exercise
  • Experiential Learning
  • Expertise
  • Explicit instruction
  • Extended Cognition
  • Family/ Religion
  • Feedback
  • Frameworks
  • Future Of Learning
  • Games/ Gamification
  • Generation Effect
  • Generative AI
  • Genius
  • Geragogy
  • Grading
  • Happiness and learning
  • Heuristics
  • Heutagogy
  • Higher Education
  • History Of Education
  • Home Slider
  • Home/ Home Schooling/ Learning
  • Homework
  • Human Machine Interface
  • Humor
  • Hypercorrection
  • Improvisation
  • Informal Learning
  • Innovation
  • Inquiry
  • Instructional Design
  • Instrumentalism
  • Intelligence
  • Interviews
  • Job training
  • Knowledge Rich Curriculum
  • Knowledge: Types. etc.
  • Labelling
  • Language Learning
  • Law and Legal Learning
  • Learning and Development
  • Learning Difficulties
  • Learning Environments
  • Learning for life
  • Learning in Chaos
  • Learning in complexity
  • Learning Management System
  • Learning Myths
  • Learning Programming
  • Learning Science
  • Learning Stations
  • Learning Systems
  • Learning Techniques/Methods
  • Learning Thinkers
  • Learning under anxiety/pressure/stress
  • Learning/ Teaching Strategies
  • Learning/ Understanding By Design
  • Looping effect
  • Maker Learning
  • Mastery
  • Mathew Effect
  • Maths Learning
  • Measurement
  • Medical Education/Learning
  • Memory
  • Meta-Analysis
  • Meta-Cognition
  • mindset
  • Mnemonics
  • Montessori
  • Motivation
  • Motor Learning
  • Music/ Arts and Learning
  • Mystagogy
  • Needs and Need based Learning
  • Networked Learning
  • Networks and Ecosystem
  • Neurodivergence
  • Neuroscience
  • Non Computational
  • Non-Representational
  • Nonlinear Pedagogy
  • Novelty and learning
  • Observational learning
  • On-the-Job Training
  • Online and MOOC Learning
  • outdoor-education
  • Pedagogy
  • Peer Learning
  • Personalized Learning
  • Philosophy Of Education
  • Philosophy Of Learning
  • Philosophy Of Science
  • Place-Based Learning
  • Play/ Ludic Pedagogy
  • Policy
  • Pragmatism
  • Problem-based learning
  • Productive Failures
  • Professional education
  • Professional Learning
  • Progressive Education
  • Project Based Learning
  • Proximity and Learning
  • Psychological Issues
  • Question asking/ Question design
  • Reading , Literacy , etc
  • Recognition
  • Reification/ Reductionism
  • Relational Expertise
  • Relational Learning
  • Religion
  • Research
  • Resting/ offline consolidation
  • Retrieval
  • Salience/Closeness
  • Scaffolding
  • Science Of Learning
  • self-efficacy
  • Self-Organization
  • Self-Paced Learning
  • Self-Regulated/ Self-Directed
  • Service Learning
  • Short Concept Introduction
  • Signalling
  • Simulation or Simulative Learning
  • Situated Learning
  • Skill
  • Sleep and Rest
  • Social Effects
  • Social Learning
  • Social-emotional learning
  • Society-Ecosystem etc
  • Socioeconomic Factors
  • Sociology Of Learning
  • Software And Technology Review
  • Speaking/Public Speaking
  • Spiral design
  • Sports learning
  • Sports Science
  • Story/Narrative based learning
  • Studying
  • Teacher/ teaching
  • Testing
  • Theology and learning
  • Theories
  • Tools, Aids, Artifacts
  • Training
  • Training Needs Analysis
  • Transdisciplinary/ Interdisciplinary, etc
  • Transfer Of Learning
  • Trending News
  • Uncategorized
  • Uncertainty and learning
  • Variable Practice
  • Vicarious learning
  • Video playlist
  • Virtual, Augmented, etc
  • Visible Learning/ Hattie
  • Visual Learning/Drawing
  • Vocational Education
  • Wakeful Resting
  • Work Place Learning
  • Workshop Model
  • Zone of Proximal Development (ZPD)
Primary Menu
  • Home
  • About
  • Thinkers
    • Learning Thinkers
    • Education Thinkers
  • Design For Learning
    • Design Science/ Approaches
    • Instructional Design
    • Behavior Design
    • Curriculum Design
    • Learning/ Understanding By Design
    • Motivation
    • Ecological Approch
    • Blended, Flipped, etc
    • Games/ Gamification
  • Tools/Techniques/Methods
    • Learning Techniques/Methods
    • Education Models
    • Testing
    • Retrieval
    • Blended, Flipped, etc
    • Differential learning
    • Dialogic Learning
    • Computer Based Math
    • Tools, Aids, Artifacts
    • Knowledge Rich Curriculum
    • Cognitive Load
    • Online and MOOC Learning
    • Scaffolding
    • Contrast and Polarity
    • Play/ Ludic Pedagogy
    • Problem-based learning
    • Cultural Learning
    • Direct Instruction/ KLC
    • Deliberate Practice
    • Visual Learning/Drawing
    • Games/ Gamification
    • Acting/ Role play
    • Analogy & Analogy based Learning
    • Inquiry
    • Improvisation
    • Constructionism
    • Situated Learning
    • Productive Failures
    • Anthropology/ Ethnographic learning
    • Project Based Learning
    • Connected Learning
    • Nonlinear Pedagogy
    • Personalized Learning
    • Maker Learning
    • Virtual, Augmented, etc
    • Service Learning
    • Constructivism
    • Connectivism
    • Vicarious learning
    • Active/ Action learning
    • Computational Learning
    • Relational Learning
    • Apprenticeship
    • Communities of practice
    • Home/ Home Schooling/ Learning
    • Contextualized Learning
    • DIY learning/ Edupunk
    • Constraints-Led Approach
    • Peer Learning
  • Domains
    • Language Learning
    • Entrepreneurial Learning
    • Maths Learning
    • Sports Science
    • Theology and learning
    • Sports learning
    • Professional education
    • Law and Legal Learning
    • Catholic Education
    • Higher Education
    • Medical Education/Learning
    • Work Place Learning
    • Learning Programming
    • On-the-Job Training
    • Job training
    • Compliance Training
  • Approaches
    • Neuroscience
    • Social Learning
    • Ecological Approch
    • 4E Cognition
    • Active learning
    • Transfer Of Learning
    • Cumulative culture
    • Embodied Cognition
    • Evolution and Learning
    • Embedded Cognition
    • Differential learning
    • Dialogic Learning
    • Experiential Learning
    • Learning Environments
    • Cultural Intelligence
    • Enactive learning
    • Constraints-Led Approach
    • Non-Representational
    • Self-Organization
    • Relational Learning
    • Relational Expertise
    • Enskilment
    • Extended Cognition
    • Distributed Cognition/ Learning
  • Artificial Intelligence
  • Education Policy
  • Expertise
Subscribe or Login
  • Home
  • Complexity Theory
  • Learning in Chaos: Some Insights
  • Complexity Theory
  • Learning in Chaos
  • Learning in complexity

Learning in Chaos: Some Insights

In the early days of the COVID-19 pandemic, as the world grappled with unprecedented uncertainty, Dr. Michael Ryan, Chief Executive Director of the WHO Health Emergencies Program, provided invaluable guidance on navigating chaotic situations. During a press briefing, he offered a profound piece of advice: "Be fast, have no regrets; If you need to be right before you move, you will never win. Perfection is the enemy of the good when it comes to emergency management. Speed triumphs perfection."
kiran Johny November 4, 2022
man in silver suit under black clouds

Photo by Pixabay on <a href="https://www.pexels.com/photo/man-in-silver-suit-under-black-clouds-71272/" rel="nofollow">Pexels.com</a>

In the early days of the COVID-19 pandemic, as the world grappled with unprecedented uncertainty, Dr. Michael Ryan, Chief Executive Director of the WHO Health Emergencies Program, provided invaluable guidance on navigating chaotic situations. During a press briefing, he offered a profound piece of advice:

“Be fast, have no regrets; If you need to be right before you move, you will never win. Perfection is the enemy of the good when it comes to emergency management. Speed triumphs perfection.”

This statement is a powerful reminder that decision-making in chaotic circumstances—where unpredictability reigns supreme—demands a different mindset. It’s not about waiting for all the answers or achieving perfection but about acting swiftly with the best available information.

Understanding Chaos in Decision-Making

Novel emergencies like viral pandemics fall into the chaotic domain, where:

  • Relationships between cause and effect are unclear.
  • Events unfold rapidly, often without patterns or predictability.
  • Decisions must be made quickly to stabilize the situation.

This chaotic environment contrasts sharply with more familiar domains like simple or complicated systems, where clear rules or expertise can guide actions.

The Cynefin Framework: Clarifying Decision Domains

The Cynefin Framework, developed by Dave Snowden, offers a structured approach to navigating different types of problems. It categorizes decision-making contexts into five domains:

  1. Simple: Clear cause-and-effect relationships (e.g., following a recipe).
  2. Complicated: Requires analysis or expertise, but solutions exist (e.g., engineering challenges).
  3. Complex: Unpredictable with emergent outcomes; solutions evolve (e.g., ecosystems, innovation).
  4. Chaotic: No discernible patterns; immediate action is essential to restore order (e.g., emergencies like pandemics).
  5. Disorder: A state where it’s unclear which domain applies.

In chaotic situations, the focus must shift to stabilization, emphasizing immediate action over prolonged analysis.

Implications for Learning and Decision-Making

Dr. Ryan’s advice, paired with the Cynefin Framework, has profound implications for education, leadership, and personal development:

  1. Structured vs. Unstructured Learning:
    • Structured Environments: Defined rules and predictable feedback loops, such as academic testing or athletic training, align with simple or complicated domains.
    • Unstructured or Novel Environments: Contexts like entrepreneurship, politics, or pandemics fall into complex or chaotic domains, requiring adaptive thinking and resilience.
  2. Educators and Policy Makers:
    Understanding the nature of the learning environment can help educators design approaches tailored to the specific domain. For instance:
    • Structured tools like SAT preparation or retrieval practice suit predictable settings.
    • Exploratory methods like project-based learning or simulations are better for complex scenarios.
  3. Decision-Making Agility:
    Developing the ability to transition between decision-making styles is crucial. In chaotic domains, prioritizing speed over precision can make the difference between success and failure.

Lessons for Life

Dr. Ryan’s emphasis on action in chaotic times serves as a valuable metaphor for life itself. Whether navigating a pandemic, building a business, or tackling personal challenges, we often face situations that defy analysis or predictability. Embracing imperfection and acting decisively can lead to unexpected growth and resilience.

The Cynefin Framework reminds us that the nature of the problem should dictate our approach. In a world that oscillates between order and chaos, the ability to learn, adapt, and decide dynamically is the ultimate skill.

Let this serve as a call to action: In chaos, don’t fear imperfection—lean into it, and act.

Continue Reading

Previous: Understanding Learning: Insights into Self-Perception and Education
Next: Olli-Pekka Heinonen discusses Finland education system with a complexity perspective

Categories

Archives

  • September 2025
  • July 2025
  • June 2025
  • May 2025
  • April 2025
  • March 2025
  • February 2025
  • January 2025
  • December 2024
  • November 2024
  • October 2024
  • September 2024
  • August 2024
  • July 2024
  • June 2024
  • May 2024
  • April 2024
  • March 2024
  • February 2024
  • January 2024
  • December 2023
  • November 2023
  • October 2023
  • September 2023
  • August 2023
  • July 2023
  • June 2023
  • May 2023
  • April 2023
  • March 2023
  • February 2023
  • January 2023
  • December 2022
  • November 2022
  • October 2022
  • September 2022
  • August 2022
  • July 2022
  • June 2022
  • May 2022
  • April 2022
  • March 2022
  • February 2022
  • January 2022
  • December 2021
  • November 2021
  • October 2021
  • September 2021
  • August 2021
  • July 2021
  • June 2021
  • May 2021
Copy Right © 2025–2026 Learning Science Digest (lsdigest.com). All rights reserved.

Copyright © 2025-2026 LsDigest.com

Copyright © 2025-2026 LsDigest.com | MoreNews by AF themes.