In this webinar, Dr. Tim Hudson shares insights about leveraging technology to improve student learning. At a time when schools are exploring “flipped” and “blended” learning models, it’s important to deeply understand how to design effective learning experiences, curriculum, and differentiation approaches. The quality of students’ digital learning experiences is just as important as the quality of their educational experiences inside the classroom. Having worked for over 10 years in public education as a teacher and administrator, Dr. Hudson has worked with students, parents, and teachers to improve learning outcomes for all students. As Curriculum Director at DreamBox Learning, he provides an overview of Intelligent Adaptive Learning, a next generation technology available to schools that uses sound pedagogy to tailor learning to each student’s unique needs. This webinar focuses on how administrators and teachers can make true differentiation a reality by focusing on learning goals and strategic use of technology.
Intelligent Adaptive Learning: A Powerful Element for 21st Century Learning & Differentiation
1. Intelligent Adaptive Learning:
A Powerful Element for 21st Century
Learning & Differentiation
Tim Hudson, PhD
Senior Director of Curriculum Design
DreamBox Learning
timh@dreambox.com
@DocHudsonMath
2. Introduction
• Senior Director of Curriculum Design for
DreamBox Learning
• Over 10 years in public education:
o HS math teacher
o K-12 Math Curriculum Coordinator
o Strategic Planning Facilitator
• Consulted for Authentic Education
• PhD in Educational Leadership
• Co-author of a chapter in NCTM book on
Math Intervention Models: Reweaving the
Tapestry (I get no royalties)
3. How can we leverage
technology to improve
student learning?
4. Which schedule is better?
BLOCK
• 8 courses/semester
• 4 classes/day
• Each course meets
every other day
• 90-minute periods
TRADITIONAL
• 8 courses/semester
• 8 classes/day
• Every course meets
every day
• 45-minute periods
Scheduling is a means to what ends?
What is happening during class?
10. Key Questions
1. What do you want
students to accomplish?
2. How will you know
they‟ve achieved it?
3. What technologies can
help students meet goals?
17. Let‟s Take a Poll!
Question #2: If computers can solve math problems so
efficiently, why do we drill our students in answering them?
17
18. Better Goals for Students
David Bressoud, Mathematical Association of
America (www.maa.org/columns)
Regarding Wolfram|Alpha:
• “If computers can solve [math] problems so
efficiently, why do we drill our students in
answering them?
• “There are important mathematical ideas behind
these methods, and showing one knows how to
solve these problems is one way of exhibiting
working knowledge of these ideas.”
19. Better Goals for Students
David Bressoud, (cont‟d)
• “The existence of Wolfram|Alpha does push
instructors to be more honest about their use of
standard problems executed by memorizing
algorithmic procedures.
• “If a student feels that she or he has learned
nothing that cannot be pulled directly from
Wolfram|Alpha, then the course really has been
a waste of time.”
21. Pop Quiz
• 3,998 + 4,247 =
• 288 + 77 =
• 8 + 7 =
• What is a good strategy?
• What is fluency?
• How is fluency learned?
• Can you get this from Wolfram|Alpha?
26. Typical Teaching Cycle
Whole
Class or
Small
Group
Instruction
Guided
Practice
Whole
Class
Assessment
Use Data
Formatively
to Plan
Use Data
Summatively
27. Teaching as Content Delivery
Whole
Class or
Small
Group
Instruction
Guided
Practice
Whole
Class
Assessment
Use Data
Formatively
to Plan
Use Data
Summatively
28. Let‟s Take a Poll!
Question #3: How old were you when you decided whether
or not you were a "math person?"
28
29. Lichtenberg, 1749-99
“We accumulate our opinions at an age
when our understanding is at its
weakest.”
At what age did you acquire your
mental models of how math is
taught and learned?
33. Let Me
Show You
How To Do
X
Now You
Go Do
X
Can You
Independently
Do
X?
Maybe You
Need to Be
Shown X
Again
You Know
X
Schooling as Content Delivery
34. Let Me
Show You
How To Do
X
Now You
Go Do
X
Can You
Independently
Do
X?
Maybe You
Need to Be
Shown X
Again
You Know
X
Content Delivery cannot
„give understandings‟
38. Flipping the classroom?
At Home:
Explicit
Instructional
Videos & Online
Practice
At School:
Guided
Practice &
Problem
Solving
Whole
Class
Assessment
Maybe You
Need to
Watch the
Video Again
Use Data
Summatively
39. Pros & Cons
Benefit of Blending &
Flipping
Becoming MORE thoughtful
and strategic about the use
of precious class time
Danger of Blending
& Flipping
Becoming LESS thoughtful
and strategic about how
students learn and make
sense of things
43. Don‟t Start by Telling
“Providing students with opportunities
to first grapple with specific information
relevant to a topic has been shown to
create a „time for telling‟ that enables
them to learn much more from an
organizing lecture.”
• How People Learn, p. 58
44. Let‟s Take a Poll!
Question #4: Are you currently working on differentiated
instruction in your classroom, school, or district?
44
46. Rethink Differentiation
Our mental models of learning often cause us to
differentiate in two wrong ways:
1. around knowledge, skills, and procedures rather than
ideas, understanding, and complex performance
2. in response to student knowledge AFTER being shown
a skill instead of in response to student thinking when
solving an unfamiliar problem or at the point of
conception formation.
47. Formative Assessment
• What incorrect answers would we expect on a
problem like 29 + 62?
• 81 Student does not regroup to the tens place
• 81 Student adds columns from left to right
• 811 Student adds each column independently
• 92 Arithmetic error in ones place
• 33 Student believes this is a subtraction problem
• How would you score each error?
• How would you respond to each error?
• What lesson(s) need to come before & after?
• Which of these errors are “naturally occurring?”
48. Pop Quiz
For a bicycle race, Donald’s time was:
3 hours, 4 minutes, and 11 seconds.
Keina’s time was:
2 hours, 58 minutes, and 39 seconds.
How long was Keina finished before Donald
crossed the finish line?
50. Oxford University, 1992
“To the person without number sense,
arithmetic is a bewildering territory in
which any deviation from the known
path may rapidly lead to being totally
lost. The person with number
sense…has, metaphorically, an effective
„cognitive map‟ of that same territory.”
Ann Dowker, Computational Estimation Strategies of Professional Mathematicians,
Journal for Research in Mathematics Education, Vol. 23(1), January 1992
66. Engaging Learning
Experience
with Context
Individuals are Presented
with Accessible Problems or
Questions
Individuals Make a Prediction,
Answer the Problem, Take a
Guess
Individuals Receive Instant,
Specific Feedback Based on
their Prediction
Data from that Prediction
Informs the next Problem
Presented or Question Posed
Original, Independent, Strategic Thinking
67. Engaging Learning
Experience
with Context
Self-Directed, Coherent, Connected Paths
Individuals are Presented
with Accessible Problems or
Questions
Individuals Make a Prediction,
Answer the Problem, Take a
Guess
Individuals Receive Instant,
Specific Feedback Based on
their Prediction
Data from that Prediction
Informs the next Problem
Presented or Question Posed
68. Seamless
• DreamBox
Lessons, Practice,
& Assessments
look identical to
students
• These are not
banks of practice
items.
• Students need no
prior instruction to
engage in the
lessons.
Original,
Independent
Thinking
Feedback,
Realizations
Practice or
Assessment
Feedback,
Realizations
New Problem
or New
Lesson
69. Assessments throughout the curriculum assess the skills taught in a unit
Unit
Pretest
Lesson1
Lesson3
Lesson4
Lesson2 Lesson5
Students who demonstrate understanding of this concept skip the
unit and move to a new skill assessment
Lesson 3
Lesson 4
Lesson 1
Lesson 2 Lesson 5
Students who don‟t have these skills work through a unique sequence
of lessons in the unit to learn those concepts
Why is DreamBox so Effective?
Integrated Assessment and Instruction
The Steering Committee has spent most of its time and energy in the first two stages so that we know our Strategic Plan is aiming in the right direction for the next five years. The draft Strategic Plan you are receiving expresses our priorities in terms of achievements, and explains the needed assessment evidence that will be collected to determine success. These two steps had to be completed prior to developing the specifics of a detailed Strategic Plan.
The Steering Committee has spent most of its time and energy in the first two stages so that we know our Strategic Plan is aiming in the right direction for the next five years. The draft Strategic Plan you are receiving expresses our priorities in terms of achievements, and explains the needed assessment evidence that will be collected to determine success. These two steps had to be completed prior to developing the specifics of a detailed Strategic Plan.
These are the 3 planning stages the Steering Committee has used to develop the Strategic Plan. First, we used our Mission, Vision, and Commitments to frame our goals. Next, we established the indicators of success for judging progress. The third stage gets into the specifics of a plan, outlining actions that need to happen to accomplish the goal.
The Steering Committee has spent most of its time and energy in the first two stages so that we know our Strategic Plan is aiming in the right direction for the next five years. The draft Strategic Plan you are receiving expresses our priorities in terms of achievements, and explains the needed assessment evidence that will be collected to determine success. These two steps had to be completed prior to developing the specifics of a detailed Strategic Plan.
Here the buckets help students “play with” the numbers – which is critical for meaning making and developing proper mental models of numbers.If a student grabs a pencil or calculator for these problems, then we have not accomplished our goalsDreamBox helps students use nicer numbers innately, rather than thinking “9 + 2 = 11, so I’ll need to carry the 1.”
All of the work begun with multiplying on an array in 3rd grade pays off now that we’re multiplying fractions. Students mostly learn “just multiply the top numbers and multiply the bottom numbers” but have no real idea why that works. Here, students actually build fractions and fractions of fractions on an array. Just like back in 3rd grade, we choose the problems and problem sequences strategically. Problems are randomly generated, but only within the defined parameters set by DreamBox teachers. The relationships are the focus. This array shows that 5/12 x 2/3 = 10/36. But we also go ahead and ask students a question that can’t be represented on this array: 13/12 x 2/3.
All of the work begun with multiplying on an array in 3rd grade pays off now that we’re multiplying fractions. Students mostly learn “just multiply the top numbers and multiply the bottom numbers” but have no real idea why that works. Here, students actually build fractions and fractions of fractions on an array. Just like back in 3rd grade, we choose the problems and problem sequences strategically. Problems are randomly generated, but only within the defined parameters set by DreamBox teachers. The relationships are the focus. This array shows that 5/12 x 2/3 = 10/36. But we also go ahead and ask students a question that can’t be represented on this array: 13/12 x 2/3.
All of the work begun with multiplying on an array in 3rd grade pays off now that we’re multiplying fractions. Students mostly learn “just multiply the top numbers and multiply the bottom numbers” but have no real idea why that works. Here, students actually build fractions and fractions of fractions on an array. Just like back in 3rd grade, we choose the problems and problem sequences strategically. Problems are randomly generated, but only within the defined parameters set by DreamBox teachers. The relationships are the focus. This array shows that 5/12 x 2/3 = 10/36. But we also go ahead and ask students a question that can’t be represented on this array: 13/12 x 2/3.
All of the work begun with multiplying on an array in 3rd grade pays off now that we’re multiplying fractions. Students mostly learn “just multiply the top numbers and multiply the bottom numbers” but have no real idea why that works. Here, students actually build fractions and fractions of fractions on an array. Just like back in 3rd grade, we choose the problems and problem sequences strategically. Problems are randomly generated, but only within the defined parameters set by DreamBox teachers. The relationships are the focus. This array shows that 5/12 x 2/3 = 10/36. But we also go ahead and ask students a question that can’t be represented on this array: 13/12 x 2/3.
DreamBox is highly effective because the program breaks down the wall between assessment and instruction. Unlike other programs DreamBox does not have students take one large static assessment at the beginning of the program to determine where a student should begin working, but instead assesses students continuously as they work through our curriculum, both before a student starts any new unit within the program AND within lessons, and DreamBox adjusts the student’s learning path based on these assessments dynamically. Before a student begins working on any new unit within DreamBox-they take a quick 8 to 12 question ‘pretest’ on the most difficult requirements of that unit. The pretest looks like any other lesson- so students don’t realize they are taking a test. DreamBox is able to very quickly asses if a student understands a concept, or if a student does not understand a concept and needs to move into the adaptive lessons within a unit. The integration of assessment and instruction ensures that DreamBox captures any gaps in student understanding—and fills those gaps, AND also ensures students who already know concepts are able to skip those concepts and move on to new lessons. For example, one Kindergarten student may already know how to compare 1 to 10, but not how to build 1 to 10 optimally. DreamBox makes sure that each student is working in their ‘just right’ optimal learning zone– skipping concepts they already know to work on new math concepts and challenges. This helps teachers maximize every instructional minute-and helps students close the achievement gap.
Student choice, but limited to options from professional, experienced teachers.
Lastly, we get to the generalized distributive property lesson – a 6th grade Common Core Standard that actually is a challenge for many Algebra 1 students. We bring in variables and students realize that “FOIL-ing” – which we never call it in the product for a number of good reasons – is nothing more than the partial products they’ve been doing since 3rd grade – it’s the same as the multiplication algorithm, too. It’s a natural progression with connections to much of their prior knowledge. When you think of middle and high school teachers showing students how to FOIL – and maybe wondering why kids struggle with it – we should think about all of these many lessons, models, and very strategic lessons that have been built into DreamBox for students to work with over the course of 4 years. When we talk about gaps in student understanding or holes in prior knowledge, we oversimplify the complexity of what’s lost by thinking “skill gaps” are easily remedied. Students need to access great models and manipulatives over the course of many years as they develop into mathematicians.
Lastly, we get to the generalized distributive property lesson – a 6th grade Common Core Standard that actually is a challenge for many Algebra 1 students. We bring in variables and students realize that “FOIL-ing” – which we never call it in the product for a number of good reasons – is nothing more than the partial products they’ve been doing since 3rd grade – it’s the same as the multiplication algorithm, too. It’s a natural progression with connections to much of their prior knowledge. When you think of middle and high school teachers showing students how to FOIL – and maybe wondering why kids struggle with it – we should think about all of these many lessons, models, and very strategic lessons that have been built into DreamBox for students to work with over the course of 4 years. When we talk about gaps in student understanding or holes in prior knowledge, we oversimplify the complexity of what’s lost by thinking “skill gaps” are easily remedied. Students need to access great models and manipulatives over the course of many years as they develop into mathematicians.
DreamBox Learning’s intelligent adaptive learning program accelerates student learning. DreamBox combines a rigorous mathematics curriculum, motivating learning environments and an intelligent adaptive learning™ engine which has the power to deliver millions of individualized learning paths- each one tailored to a student’s unique needs.The result is a program that supports teachers in differentiating instruction for each student in the class, and truly personalized instruction for every student, from struggling to advanced, enabling each child to excel in mathematics. And DreamBox supports teachers and administrators with real time reporting on student progress and proficiency.