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Department of Electrical and Computer Engineering
Team-Based Learning in a Graduate Course on Embedded Systems
Diane Rover
Panel: Flipping a Computer Architecture Course: What, If, When,
HowJune 13, 2015
Workshop on Computer Architecture EducationIn conjunction with 42nd International Symposium
on Computer Architecture
Department of Electrical and Computer Engineering2
System Level Design (CPRE 588)
Source: Gajski et al., Embedded Systems Design book
Department of Electrical and Computer Engineering3
Team-Based Learning Approach
• Structured flipped classroom model• Each TBL module contains:
• Selected readings or other resources• Individual preparation and assessment on key concepts
(RA)• Several individual homework problems (Pre-App)• Several team application exercises solved in class
(AppX)• Short lectures as needed
Department of Electrical and Computer Engineering4
Student Feedback on TBL
34.92%
41.27%
3.17%
11.11%
9.52%
Experience of TBL Implementation (Q 1,2,3,5) Total responses 63/64
37.70%
40.98%
9.84%
4.92%
6.56%
Perception Regarding TBL (Q 6,7,8,9) Total responses 61/64
Department of Electrical and Computer Engineering5
More Student Feedback
35.44%
51.27%
10.13%
3.16%
Experience of Application Exercises (Q 11-16,20-24) Total responses 158/160
Very PositivePositiveNeither Positive nor NegativeNegativeVery Negative
43.75%
25.00%
18.75%
6.25%6.25%
I had to spend more time preparing for this class (Q4).
Department of Electrical and Computer Engineering6
Advice• Start small• Learn from others• Start with the end in mind• Stay positive• Take advantage of resources and expertise
• Process• Course content
• Be prepared to put in more/new effort• Build in student accountability• Don’t forget about basic best practices• Have fun!
Department of Electrical and Computer Engineering7
How much is enough?
• Active learning• Structure of the flipped model• Student motivation • Student use of resources (preparation)• Performance feedback to students• Instructional collaboration• Availability of multimedia and problem-
solving resources specific to the course
Department of Electrical and Computer Engineering9
Assessment of Cognitive Levels in Application Exercises (CPRE 588)
2A 2B 3A 3B 3C 3D 4A 4B 5A 5B 5C Overall0
20
40
60
80
100
120Knowledge Translation Interpretation Application Analysis Synthesis Evaluation
Application Exercises
Perc
enta
ge o
f obs
erva
tions
at a
giv
en c
ogni
tive
leve
l
Department of Electrical and Computer Engineering10
Mean Cognitive Level (CPRE 588)
2A 2B 3A 3B 3C 3D 4A 4B 5A 5B 5C Overall2
2.5
3
3.5
4
4.5
5
2.51
3.82
3.97
3.98
4.034.26
3.76
4.39
3.88
4.18
4.254.01
Cognitive level of Application Exercises
Application Exercises
Mea
n co
gniti
ve le
vel (
1-7)
Department of Electrical and Computer Engineering11
MIT’s first MOOC
• 6.002x consisted of video lectures, interactive problems, online laboratories, and a discussion forum. • Set of videos, called lecture sequences, released weekly;
narrated by the lead instructor, averaged less than 10 minutes each, composed of illustrations, text, and equations
• Online exercises to let students practice the concepts covered in the videos
• Tutorials similar to small-group recitations that often accompany MIT lecture courses
• Textbook accessible electronically
• Discussion forum where students can have questions answered by other students or the teaching assistants
• A Wiki to post additional resources
Department of Electrical and Computer Engineering12
MIT’s first MOOC (continued)
• “Studying Learning in the Worldwide Classroom - Research into edX’s First MOOC”
• Research study:• Students’ use of resources by time spent on
each;• How student background and capabilities
related to their achievement and persistence; and
• How their interactions with 6.002x’s curricular and pedagogical components contributed to their level of success in the course.
Department of Electrical and Computer Engineering14
Reference
• MIT’s first MOOC, “Circuits and Electronics” (6.002x):• L. Breslow, D. E. Pritchard, J. DeBoer, G. S.
Stump, A. D. Ho, and D. T. Seaton, "Studying Learning in the Worldwide Classroom Research into edX’s First MOOC," Research & Practice in Assessment, vol. 8, Summer 2013, pp. 13-25. URL: http://www.rpajournal.com/dev/wp-content/uploads/2013/05/SF2.pdf
• edX, MITx: 6.002x – Circuits and Electronics, Spring 2013, URL: https://www.edx.org/course/mitx/mitx-6-002x-circuits-electronics-1130
Department of Electrical and Computer Engineering15
Teaching Alone, Teaching Together• Typical teaching: Instructors independently
teach courses and collaborate intermittently to plan curricula or establish evaluation and accreditation procedures.
• Traditional team teaching: • Faculty have different disciplinary knowledge
and come together to teach a complex subject.• Bess’ model of team teaching:
• Faculty from the same discipline form teams of specialists based on process knowledge, i.e., the process of teaching.
• Seven major functional domains in the process of teaching: Pedagogy; Research; Lecturing; Leading discussions; Mentoring; Curricular and co-curricular integration; Assessment.
Department of Electrical and Computer Engineering16
• Preparatory Roles• The Pedagogue: Creating Designs for Teaching• The Researcher: Generating Knowledge for Team
Teaching• Direct Student Contact Roles in Classroom
Settings • The Lecturer: Working with Large Groups• The Discussion Leader: Fostering Student Learning in
Groups• Facilitating Roles
• The Mentor: Facilitating Out-of-Class Cognitive and Affective Growth
• The Integrator: Linking Curricular and Co-curricular Experiences
• The Assessor: Appraising Student and Team Performance
Teaching Alone, Teaching Together
Department of Electrical and Computer Engineering17
Reference
• Teaching Alone, Teaching Together, J. Bess et al.• J. L. Bess and Associates, Teaching Alone,
Teaching Together: Transforming the Structure of Teams for Teaching, Jossey-Bass, 2000.
• D. T. Rover, “Taking Our Own Advice: Team Teaching,” Academic Bookshelf, ASEE Journal of Engineering Education, July 2002, pp. 265-266. URL: http://onlinelibrary.wiley.com/doi/10.1002/j.2168-9830.2002.tb00702.x/abstract