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Personalization
with Knewton
Director, Academic Platform Programs
November 2014
D. Bradley McIlquham
The internet does two things:
2. Data mining1. Distribution
PROPRIETARY & CONFIDENTIAL - NOT FOR REDISTRIBUTION © 2014 KNEWTON, INC.
Knewton’s mission is
to bring personalized
learning to the world.
Our engine analyzes student activity to recommend the best
content and evaluate progress & engagement by:
● modeling and analyzing how different students learn
● figuring out which materials and lessons are most effective
● empowering teachers with data about student progress
Across disciplines and grade levels
Personalization, behind the scenes
What the Knewton API provides
Recommendations
provide underlying insights
on proficiency,
engagement, and more to
teachers, parents, and
students.
Analytics Learning histories
allow students to start warm in
new courses, drawing on
previously demonstrated
learning preferences and gaps.
guide each student to the
right content to tackle
next within the partner’s
pool of recommendable
content.
Experience
Adaptive Learning
PROPRIETARY & CONFIDENTIAL - NOT FOR REDISTRIBUTION © 2014 KNEWTON, INC.
WATCH NOW
Blended learning toolkit
Student profile dashboard
Partner Products
Partner Products
18% 78% 47% $12M+
in annual
recovered
tuition from
retained
students
increase in
pass rate for
development
al math
reduction in
withdrawal
rate from
development
al math
Extensive, multi-year implementation
across all first year math courses
overall
pass rate
for
developme
ntal math
Adaptivity improving student
outcomes
PROPRIETARY & CONFIDENTIAL - NOT FOR REDISTRIBUTION © 2014 KNEWTON, INC.
85%
pass rate;
taking Knewton
increase a
student’s
chance of
placing into first
year math by
25%.
87%
pass rate for the
lowest-level
developmental
math course, an
increase of
20 - 25% over
previous years.
10%
improvement in
pre-versus post-
test scores for
students using
Knewton versus
other
developmental
math software.
Improving student outcomes
PROPRIETARY & CONFIDENTIAL - NOT FOR REDISTRIBUTION © 2014 KNEWTON, INC.
Top 5 For-Profit
University
Data Driven
Adaptive Learning
Open platform for education
Our API partnerships vary by subject, grade level, centrality of adaptivity, and more. Knewton is flexible.
PROPRIETARY & CONFIDENTIAL - NOT FOR REDISTRIBUTION © 2014 KNEWTON, INC.
Analytics for the publisher
Exhaustion
How much content are
students utilizing, mapped
to proficiency achieved
Assessment Quality
How well individual questions
assess underlying topics
Instructional Impact
How pieces of content
contribute to learning
Restructuring class time:
Lab time & space
Tutoring resources
Student grouping (proficiency,
engagement, heterogeneous groups)
Creative projects
Inspiring discussion and mini lectures
informed by analytics
Data-driven decisions
Data-driven decisions
Evaluating and creating new curriculae
Students completing course
Data-driven decisions
Planning lab space based on pacing for exams
Rethinking completion policies and linear milestones
Thank you
brad@knewton.com
@bmcilquham

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Experiences from personalised learning (ENG) - Brad McIlquham - OWD14

  • 1. Personalization with Knewton Director, Academic Platform Programs November 2014 D. Bradley McIlquham
  • 2. The internet does two things: 2. Data mining1. Distribution
  • 3. PROPRIETARY & CONFIDENTIAL - NOT FOR REDISTRIBUTION © 2014 KNEWTON, INC. Knewton’s mission is to bring personalized learning to the world. Our engine analyzes student activity to recommend the best content and evaluate progress & engagement by: ● modeling and analyzing how different students learn ● figuring out which materials and lessons are most effective ● empowering teachers with data about student progress
  • 4. Across disciplines and grade levels
  • 5.
  • 6.
  • 7.
  • 9. What the Knewton API provides Recommendations provide underlying insights on proficiency, engagement, and more to teachers, parents, and students. Analytics Learning histories allow students to start warm in new courses, drawing on previously demonstrated learning preferences and gaps. guide each student to the right content to tackle next within the partner’s pool of recommendable content.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17. PROPRIETARY & CONFIDENTIAL - NOT FOR REDISTRIBUTION © 2014 KNEWTON, INC. WATCH NOW
  • 20.
  • 23. 18% 78% 47% $12M+ in annual recovered tuition from retained students increase in pass rate for development al math reduction in withdrawal rate from development al math Extensive, multi-year implementation across all first year math courses overall pass rate for developme ntal math Adaptivity improving student outcomes PROPRIETARY & CONFIDENTIAL - NOT FOR REDISTRIBUTION © 2014 KNEWTON, INC.
  • 24. 85% pass rate; taking Knewton increase a student’s chance of placing into first year math by 25%. 87% pass rate for the lowest-level developmental math course, an increase of 20 - 25% over previous years. 10% improvement in pre-versus post- test scores for students using Knewton versus other developmental math software. Improving student outcomes PROPRIETARY & CONFIDENTIAL - NOT FOR REDISTRIBUTION © 2014 KNEWTON, INC. Top 5 For-Profit University
  • 26. Open platform for education Our API partnerships vary by subject, grade level, centrality of adaptivity, and more. Knewton is flexible.
  • 27. PROPRIETARY & CONFIDENTIAL - NOT FOR REDISTRIBUTION © 2014 KNEWTON, INC. Analytics for the publisher Exhaustion How much content are students utilizing, mapped to proficiency achieved Assessment Quality How well individual questions assess underlying topics Instructional Impact How pieces of content contribute to learning
  • 28. Restructuring class time: Lab time & space Tutoring resources Student grouping (proficiency, engagement, heterogeneous groups) Creative projects Inspiring discussion and mini lectures informed by analytics Data-driven decisions
  • 29. Data-driven decisions Evaluating and creating new curriculae
  • 30. Students completing course Data-driven decisions Planning lab space based on pacing for exams Rethinking completion policies and linear milestones