This is Important: Before we get started, could you please… Use the Four Questions worksheet provided to prepare a short memorable introduction of.
Download ReportTranscript This is Important: Before we get started, could you please… Use the Four Questions worksheet provided to prepare a short memorable introduction of.
This is Important:
Before we get started, could you please… Use the Four Questions worksheet provided to prepare a short
memorable
introduction of yourself with answers to the four questions listed
MetaLearning: Facilitating Student Success in the 21
st
Century
St. Cloud State University ~ 2013 Stephen Carroll, PhD
Thoughts & feelings that arise
Notes You Can Use
Date, Course, Page # Notes on what’s being presented This makes sense!
Q: How does this connect with … ?
Summary: Summary Reflections: ASAP –
before sleeping What’s worth reviewing & remembering?
For Best Results: Review Summary within 24 hours
Framing our Problem: A Vision of Students Today
A Vision of Students Today
The Problem:
Students’ existing ways of learning are based on 19 th century paradigms and technologies that are ill suited to our present world They know very little about how to learn in ways that will create success in college and they do “know” is wrong, leading to inefficient and ineffective learning Reduced performance caused by the inaptness of their learning habits creates motivation and engagement problems that further reduce their academic performance—and learning Success in the 21 st century demands rapid adaptation (learning) Average number of jobs a person will hold skyrocketing Number of years spent per job is plummeting
A Big Problem: Passive Learning Current Practice: 10-20% EXCELL S
t1
S
t2
20-50% complete college but with a MEDIOCRE EDUCATION 20-70% FAIL to complete college
One Solution: Teach MetaLearning
Teach students
how to learn
for the 21 st century Teach them to learn for themselves Teach them all the learning skills we want them to have Metalearning is based on current research in cognitive science, neurobiology and learning theory Seven years worth of data and experience show that it makes a significant difference in students’ learning It’s especially effective in making students more self motivated and more self-directed learners
One Solution: Teach MetaLearning S
t1
Teacher/Coach S
t2
S
t1
Teacher/Coach S
t2 •
?
Meta-Learner:
S
t1
Teacher/Coach S
t2
?
•
Meta-Learner: One Who Takes Charge of their… Own Learning/ Development Own Knowing/Beliefs Own Thinking Own Performance Own Caring/Values
One Solution: Teach MetaLearning If we can help students Learn how to learn: 30-60% EXCELL 10-20% complete college but with a MEDIOCRE EDUCATION S
t1
Teacher/Coach 10-20% FAIL to complete college S
t2
MetaLearning’s Promise
This is no panacea; it will be difficult at first. It will take you and your students a while to unlearn old habits and to develop new ones. (It takes ~21 days to break in a new habit, so you need to supervise their development for a month or two.) The payoff is that your students will learn more, learn faster and retain what they learn longer—thus,
your performance as faculty will increase as well
. Start with one day—the first day of class, perhaps.
Objectives for Today
Have you experience metalearning Motivate you to try metalearning techniques with your students Provide you with theories, resources, tools and inspiration to help you develop your own metalearning lessons Provide tools so you can prove it works
MetaLearning: 6 Steps to Changing Learning Habits
1.
2.
3.
4.
5.
6.
Help students discover self-motivations for learning Align their definitions of learning with ours (redefine learning) Teach students how learning works and derive principles they can use to guide themselves Derive strategies and tactics from principles (application) Practice often to develop effective learning habits Maintain those habits
Step 1: Priming Students for Self-Directed Learning
Start with the foundation and the goal
Choice Point: Do you want to watch videos and discuss?
Or Do the activity yourselves?
Part 1: Building Self-Motivated Learners
Self-Directed Learning Videos
Videos online through metalearninghabits.org learninghabits.wordpress.com
and on YouTube Youtube.com/user/learninghabits/videos http:// www.youtube.com/watch?v=dwu8QqhrOP8
Fostering Self-Directed Learning
Key Take-Aways: Get students to recognize that they have goals of their own and that these goals will require them to change who they are and how they think Get students to commit publically to their own learning goals for your course so that these goals can be used to guide and regulate classroom activities and behavior Show students how their current learning habits prevent them from attaining their goals
Fostering Self-Directed Learning
Places responsibility for learning on the student Connects students’ learning to their own goals Helps them develop a self-directed and self sustaining metalearning practice Herbert Simon: “Learning takes place in the mind of the student and nowhere else, and the effectiveness of teachers lies in what they can induce students to do. -”What we Know about Learning, Journal of Engineering Education
Step 2 Aligning Definitions of Learning
What is learning? What does it mean to learn something? How can you tell when you’ve learned something? Part 2: Defining Learning
Typical Answers - Understanding
Knowing something Understanding something Being able to teach something Getting it Eureka! Making a connection to something new Insight Discovery Enlightenment Knowing that (vs. knowing how) Memorizing Being able to recall Remembering something Understanding the principles Seeing the logic Being able to extrapolate Seeing how it works Epiphany Part 2: Defining Learning
Typical Answers - Skills
Being able to do something Knowing how Facility Doing it Mastering a procedure or process Increasing level of proficiency Following correct procedures Being able to use what I know Being able to apply something in a new situation Acquiring the knack of something Gains in craftsmanship Getting better at something Part 2: Defining Learning
Typical Answers - Affective
Learning to like something Getting engaged Being inspired Being motivated Finding joy Wanting to do more Wanting to practice Looking for chances to use what I know Learning to love something Learning to see the beauty or complexity or artistry in something Learning to appreciate something Gaining confidence Becoming more interested in something Part 2: Defining Learning
Typical Answers - Habits
Being able to do something without paying a lot of attention Using what I know as a matter of course Doing things automatically Knowing when to use what I've learned Integrating what I know into my life Ability to improvise based on what I already know Part 2: Defining Learning
Learning is Forming New Habits
Fueled by attitudes and desires (emotion) Supported by skills and understanding Part 2: Defining Learning
Therefore Teaching ≠
We want to move away from the learning-as acquisition-of-facts and teaching-as-Sherwin Williams model toward defining learning as durable habit formation and teaching as developing and mentoring self-directed learners .
Defining Learning
How we define learning affects how we teach and shapes how students learn in our classes far more than what we say about our goals. Part 2: Defining Learning
Try this experiment
Rank your course learning objectives using Bloom’s taxonomy.
Try this experiment
Then ask your students to use a list of verbs correlated with that taxonomy to evaluate where your teaching focuses.
Benjamin Bloom’s Taxonomy of Learning Lower-Order Cognitive Tasks
Benjamin Bloom’s Taxonomy of Learning Higher-Order Cognitive Tasks
A Cross-lateral Neurobic
Cross-lateral Activity
Cross-lateral activity opens up the corpus callosum Gets more of your brain involved Balances the load Aids memory Makes learning easier
Write your summaries
3-5 sentences in 3 minutes
The ART of Learning
Acquire new material Transfer Acquire Retain new material Retain Transfer use of new material
The ART of Learning.
The A in ART is for Acquisition Mnemonic: Actively Build Connections Part 3: How Learning Works
Part 3: How Learning Works
Learning IS making connections:
Neurons that fire together wire together 2 pyramidal neurons forming a synapse Part 3: How Learning Works
Ideas are patterns of neural firing Part 3: How Learning Works
More complex ideas are more complex patterns—made up of smaller patterns Part 3: How Learning Works
Learning IS Making Connections
Learning has the physical and metaphorical structure of an analogy. Therefore we must teach analogically, not
de novo.
“Nothing we learn can stand in isolation; we can sustain new learning only to the degree we can relate it to what we already know.” (Sci Am Mind, July 2010.)
Learning Changes the Brain A Basic Brain —not very fold-ey Part 3: How Learning Works
A Better Brain —more fold-ey Part 3: How Learning Works
Learning Increases Brain Plasticity
Therefore we need our students to regularly experience sustained, challenging learning tasks The more they learn, the better learners they will become Analogy; Like working a muscle or learning a foreign language
Learning Hard Stuff Grows Your Brain New Brain Cells Forming Part 3: How Learning Works
Learning Builds and Maintains Healthy Neurons Part 3: How Learning Works
Learning works best when it is difficult
Therefore, we must teach our students to seek challenge Always prefer the difficult over the routine or the easy Optimal learning occurs in “flow state”—midway between boredom and anxiety Analogy: crosswords and sudokus
Difficulty Increases Engagement
Based on
Flow
, by Mihaly Csikszentmihalyi (2002)
Some Mantras for Learning
Fat sausages Foldey lobes Hairy neurons Fat, Foldey, and Hairy Part 3: How Learning Works
The ART of Learning
• • • • Habits of Acquisition Note-Taking Reading strategies Paying attention/active learning Not multitasking (microbreaks) Part 3: How Learning Works
Counting Vowels?
The ART of Learning
R is RETAIN (Acronym) REview, Test, Analyze, INtegrate.
Part 3: How Learning Works
Retention is controlled by Repetition and Chemistry
Part 3: How Learning Works
Review/Repetition
The importance of review within certain windows How to make review happen in the classroom Daily review at start of class Daily summaries at end of class Review summaries offline on a regular basis Repeated review is necessary for habit formation and transfer Classroom mantras
Key Influences on Brain Chemistry
Emotions How much and what kind of sleep you’re getting How much and what kind of exercise you’re getting Hydration and nutrition (including caffeine and alcohol) Physical cycles and rhythms Part 3: How Learning Works
Managing Emotions: Your Amygdalas
Amygdalas Part 3: How Learning Works
Fear response
Part 3: How Learning Works
Key Factors Shaping Retention
Strong emotion Repetition and reinforcement Sleep (then review) Exercise Hydration and nutrition Richness of the learning and studying environments Part 3: How Learning Works
The ART of Learning
T is for Transfer (Bus transfer, job transfer) Transfer is taking what you know and applying it to what you don’t know Part 3: How Learning Works
Teaching for Transfer
Transfer is about pattern recognition and Changing set It is the most difficult part of learning … and the least practiced!
Students need to practice as much as possible Part 3: How Learning Works
Principles derived from neurobiology:
1) Learning ONLY works when it is active and conscious.
2) Learning actively connects new ideas to old information. 3) Learning IS making connections/patterns.
4) Involving multiple senses enhances learning Part 3: How Learning Works
Principles derived from neurobiology:
5) 6) Learning works best if it requires real effort (if it is difficult). Learning depends on managing emotions well. Positive emotions (especially self-motivation) accelerate learning by reducing resistance (electrically and metaphorically). Negative emotions (esp. fear and stress) block learning and recall.
Part 3: How Learning Works
Principles derived from neurobiology:
7) 8) Varying your modes of learning (rich learning environment) increases activity, helps reinforce neural pathway development and moves what was learned to long-term memory.
Active repetition is the best way to create durable learning. (Moving things from short-term to long term memory
requires
reinforcement within 24 hours.) Part 3: How Learning Works
Write your summaries
3-5 sentences in 4 minutes
Break Time!
Neurobic: While on your break, use only your non-dominant hand.
Practice in Teams
Make a team of 4-5 people Pick one of the principles we just derived Make a plan for teaching this to your students Make a plan to change one aspect of your teaching practice to reflect this principle.
Step 4: Strategies and Tactics
Manage the learning environment and emotions to maximize your learning. Reduce fear and stress Make students’ studying as active as possible (but don’t multi-task—that reduces performance) Build bridges between what they’re learning and what they know and love. Build in rewards and positive feedback loops: celebrate successes (even small ones).
Part 4: Application
Strategies and Tactics
Exercise regularly— Moving blood and oxygen to your brain helps it work more effectively. (Making new brain cells is a huge metabolic load on the body.) The chemicals your body makes when you exercise help you make connections more easily.
And taking your mind off of the mental work you’re doing helps you solve the problems you’re working on. (Eureka!) Part 4: Application
Strategies and Tactics
Make sure you are properly hydrated and nourished. If what you eat comes through a car window or if the label lists ingredients with numbers, it isn’t food.
Hard mental work is equally taxing to the body as hard physical work—you have to nourish it to sustain peak performance.
Water is key. Even a modest amount of dehydration decreases your reasoning ability by 20%. (Don’t overdo it—over-hydration also adversely affects cognition.) Caffeine, nicotine and alcohol Part 4: Application
Strategies and Tactics
Pay attention to your daily cycles and rhythms— you’re more awake and better able to learn at certain times than at others. Arrange your day so that you study during these times. Attention Cycle: Take breaks every 20 minutes so that you remain active and don’t go on autopilot. Do something physical and bilateral on your break. Study Cycle: Take a major break every 2 hours. Spend ten minutes on a different kind of task. Make sure you get up and move around. (Put an alarm on your phone to help you remember.) Part 4: Application
Strategies and Tactics
Get enough sleep— New research shows that mental performance drops off quite sharply if you don’t get
at least
reasoning problems, persistence, etc. six hours of sleep per night regularly. You cannot learn some things without this amount of sleep: long-chain Teenagers need 9-10 hours of sleep for optimum brain performance.
You’ll perform better on the test if you are well-rested than if you have stayed up most of the night reviewing the material one more time.
Part 4: Application
Strategies and Tactics
Sleep Cycle: 90 minutes. Minimum of 6 hours for optimum performance. (9-10 hours for teenagers.) If you must do with less, you want to wake in the REM period at the end of the cycle, not a deep part of the cycle. The less sleep you get, the more important it is when you wake up.
Part 4: Application
Sleep cycles: ~ 90 minutes/cycle
If you wake up in one of these peaks, you’ll feel rested and perform well. REM 1 2 3 7 Chart shows 7 hours of sleep If you wake up in these troughs, you’ll be tired and groggy all day. You’ll perform significantly less well on cognitive tasks. Part 4: Application
Strategies and Tactics
Sleep Cycles Plot your cycle so that you know how it works.
Your period of maximum fatigue will fall 12 hours after the deepest period of sleep. Use the information-sorting function of sleep to help you solve problems. Focus on the problem you want to solve repeatedly as you fall asleep. Review in the morning. (Keep paper by the bed.) Lucid dreaming can also help you study.
Adjust bedtime to the type of test you’re taking.
Part 4: Application
Strategies and Tactics
Information Transfer Cycle Summarize materials before you sleep to mark them as important.
Review materials within 24 hours to move to long-term memory. Part 4: Application
Step 5: Practice Note-taking Reading strategies Finding analogies Seeking difficulty Classroom mantras Part 5: Practice
Stages of Change Model
based on the Transtheoretical Model developed by James O. Prochaska Part 6: Maintain
Stages of Change Model
based on the Transtheoretical Model developed by James O. Prochaska
Evidence that MetaLearning Works 1. Dean’s List (Top 10% of each class) • • Juniors: ~40% of my students make this list Seniors: ~45% 2. Elected to honor societies: More than 3 times the rate of the general population.
3. Campus Leadership Positions: Significantly
over-represented
peer tutoring, EMT group, editor of Santa Clara Review, etc.
in The quality of the work my students do now is better in every way than the work my students did before I started using these methods.
More Evidence
• • • • A recently completed study of 6 years’ worth of data showed correlations between MetaLearning and increased learning proficiency in relation to 4 aspects of the course: Instructional approach Integration of class topics, activities, readings and assignments Course activities which required them to read with a critical point of view that displayed depth of thought and is mindful of the rhetorical situation Course activities which required them to analyze the rhetorical opportunities and constraints offered by different modes of presentation
Learning Assessment for Courses
The Student Assessment of their Learning Gains (SALG) Free Tools at www.salgsite.org
Thank You!
Don’t forget to write your summaries!
Stephen: [email protected]