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Enhancing the Classroom Learning Experience with Web Lectures

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Use class time for more learning by doing, less learning by listening ... Pilot Study Results ... Study Details Experimental Section. 21 class meetings ... – PowerPoint PPT presentation

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Title: Enhancing the Classroom Learning Experience with Web Lectures


1
Enhancing the Classroom Learning Experience with
Web Lectures
  • Jason Day Jim Foley
  • dayja, foley_at_cc.gatech.edu
  • Past Contributor Remco Groeneweg

2
Introduction
  • By taking the lecture out of the class onto the
    web, time in class can be spent in more engaging
    ways

3
Motivation
  • Use class time for more learning by doing, less
    learning by listening
  • A lot of lecture material to be
    coveredlearning-by-doing activities take a lot
    of time

4
Research Areas
  • Educational
  • Educational framework for web lectures
    meaningful in-class learning activities
  • Ways to motivate students to watch web lectures
  • Which in-class activities work well with web
    lectures?
  • Technological Affordances
  • Ways to make web lecture watching more engaging
    (delivery mechanism, interactive elements, etc.)

5
Technology
  • Web lecture studio-recorded, condensed lecture

6
Web Lecture Production Workflow
PowerPoint slides
Streamed video HTML
web lecture
Microsoft PowerPoint
Microsoft Producer
Streaming Server
Web Browser
Publish
Import
Narrate slides with audio/video
View lecture
7
Web Lecture Studio Design
Total equipment cost 3000
8
Pedagogy
  • Accepted educational approaches as inspiration
    for the design of in-class learning activities
  • Learning activities stimulate the social process
    of articulation and reflection on shared public
    artifacts
  • Learning activities grounded in real-world
    examples or anchored in group-project activities

9
Related Work
  • Tutored Video Instruction _at_ Stanford (Gibbons et
    al. 1977)
  • eTeach _at_ UWisconsin (Moses, 2002)
  • iCampus _at_ MIT
  • Internet Learning Environments _at_ Edith Cowan
    University (Oliver, 2001)
  • HWebs _at_ GT (Collard et al. 2002)
  • eClass _at_ GT (Abowd et al. 1999)

10
Research Context
  • CS/Psych 4750 Senior elective course on Human
    Computer Interaction
  • Typically 25-35 students
  • Semester-long UI design project
  • 3 to 5-person teams
  • Gather requirements, prototype, build, test
  • Midterm, final, homeworks

11
Formative Evaluation, Fall 2003
  • Student feedback guided us to optimal level of
    web lecture production quality
  • Notable improvements
  • Audio quality
  • Animate slides to help viewer focus
  • Include body and hands in video
  • Teleprompter and slide advancement

12
Pilot Study, Spring 2004
  • 35 students enrolled
  • 27 class meetings (down from 30)
  • 17 lectures (down from 25)
  • 13 web lectures, totaling 277 minutes (about 3.5
    80-minute class meetings)
  • 7 new constructivist-inspired learning activities

13
Example Class Activities
  • Project anchored
  • Requirements Gathering presentations
  • Prototype poster session (old)
  • Evaluation Plan presentations
  • Cognitive Walkthrough presentations
  • Critiquing
  • Professor critiquing
  • Small group critiques
  • UI Hall of Fame/Shame
  • Use and critique of physical interfaces

14
Evaluation Methods
  • Four surveys
  • Survey 1 Second week of class
  • Survey 2 Mid-Semester
  • Survey 3 Group vs. Individual
  • Survey 4 Final
  • Three focus groups
  • Focus group 1 Second week, 5 students
  • Focus group 2 Sixth week, 5 students
  • Focus group 3 Week before finals, 4 students
  • Three observations

15
Pilot Study Results
  • Satisfactory web lectures can be created with
    modest faculty time and simple, inexpensive
    equipment
  • Students desire some form of explicit motivation
    to watch web lectures
  • Students prefer watching web lectures
    individually over group watching
  • Students find class activities educational and
    enjoyable

16
Pilot Study Results (2)
  • Slight preference for this course format over
    traditional lecture format (avg. 3.36 out of 5)
  • Web lectures not as useful for exam review as
    students predicted on first and second surveys
  • Covered same amount of material and added 7
    learning activitieswith 3 fewer class meetings
  • Informal judgment that educational outcomes were
    same as in Fall 03

17
Quasi-experimental Study, Spring 2005
  • Two sections of 4750
  • One taught traditionally (n18)
  • One using our web lecture / class activity format
    (n29)
  • Hypothesis
  • Web lecture intervention as good or better based
    on educational outcomes and subjective attitudes

18
Study Design
  • Matched two sections on
  • Instructor teaching the course
  • Topics covered
  • Lecture slides used in class or integrated into
    web lecture
  • Assigned reading
  • LHWs, homeworks, and semester project
  • Mid-term and final exams
  • Time on task
  • Control section time spent in class
  • Experimental section time spent in class plus
    total running time of assigned web lectures
  • Counterbalanced and blind grading
  • Exception Projects were graded together with
    same grading criteria

19
Lecture Homeworks (LHWs)
  • Short homeworks associated with each web lecture
    / lecture
  • Blind to instructor
  • Served as
  • explicit motivation (15 LHWs worth 1 each)
  • discussion guide for next class meeting

20
Study Details Experimental Section
  • 21 class meetings (compared to 28)
  • 3 lectures (compared to 25)
  • 27 web lectures, totaling 537 minutes (about 7
    80-minute class meetings)
  • 13 QA / discussion / learning activity classes

21
Preliminary Results Educational Outcomes
  • So far, experimental section average grades have
    been higher for every graded assignment and exam

22
Preliminary Results Educational Outcomes (2)
  • Experimental section average LHW grades across
    all LHWs is significantly (plt0.01) higher than
    control section.

23
Preliminary Results Educational Outcomes (3)
  • Experimental section average project grades are
    significantly higher for Phase 1 (plt1.8E-7) and
    Phase 3 (plt0.03) Phase 2 grades were higher, but
    not statistically significant (p0.06).

24
Preliminary Results Subjective Attitudes
  • If you compare the new course format of web
    lectures and in-class activities to the
    traditional in-class lecturing format, how would
    you rate the new course format?
  • Average Responses
  • Interim Survey after 11 web lectures 3.11
  • Midway Survey after 25 web lectures 3.61
  • Statistically significant increase (plt0.04)

25
Preliminary Results Subjective Attitudes (2)
  • Both sections reported LHWs helped them focus on
    and learn the material presented
  • Both sections came in with very positive
    attitudes towards the relevance of HCI to
    education and career
  • Experimental section has slightly increased
  • Control section has slightly decreased

26
Future Work
  • Look for correlation between survey responses and
    digital library use
  • Implement and evaluate technological affordances
    of web lectures
  • Question submission mechanism, built-in
    interactive learning activities, discussion
    forum, FAQs, variable playback speed, etc.
  • Development new in-class activities, current
    activities will be further improved
  • Use of this class format in other courses

27
The End
  • Web lectures available at http//hcc.cc.gatech.ed
    u/videolectures
  • Questions/comments
  • Stop by the recording studio TSRB 377
  • Email dayja_at_cc

28
Web Lecture Host Infrastructure
Streaming Server Windows Media Services 9 Series
Web Server Apache/1.3.29
TCP/IP Internet
HTTP
MMS
Client Machine Web browser Media Player
29
Production Quality
  • How would you rate the production quality (i.e.
    audio/video quality) of the web lectures?

30
Perceived Usefulness of In-class Activities
31
Perceived Usefulness of Other Possible
Technological Affordances
32
Human-Centered Computing Education Digital Library
  • Ed Clarkson, Jason Day, Jim Foley, Aarjav Trivedi

33
IntroductionHuman-Centered Computing (HCC)
Education Digital Library
  • Support the new GT College of Computing Ph.D.
    program in Human-Centered Computing
  • Expose Georgia Tech as a leader for HCI/HCC
    educational content
  • Leverages one of the largest HCI faculty in the
    world!
  • Enhance the overall learning experience via rich
    set of instructional material

34
A Question
  • What resources are there for people who want to
    learn or teach HCI/HCC?

35
Existing Answers
  • HCI/HCC-specific
  • HCI Bibliography (Gary Perlman)
  • SIGHCI Teaching Resources
  • Colleagues
  • General
  • Google
  • Educational Digital Libraries (e.g.,
    )

36
Common Issues
  • HCI-specific
  • Materials not specifically for education
  • Not active
  • Not universal
  • General
  • Wide target audiences
  • Problems with linking
  • Browsing?
  • Quality control

37
Requirements Gathering
  • Focus groups
  • Online Surveys
  • HCI Education Workshop (CHI 05)
  • http//hcc.cc.gatech.edu/chi2005workshop.htm

38
Derived Requirements
  • High-quality, locally-stored content
  • Syllabi, lectures, tests exams, homework and
    project assignments, videos
  • Quality assurance
  • Filtering over reviewing
  • Controlled reviews over free-for-all

39
Derived Requirements (contd)
  • Browse vs. search
  • I would like to see the detailed level of
    granularity because many instructors of HCI are
    thrown into the task rather then being trained in
    it.
  • Scalability/sustainability

40
Prototype Implementation
  • Demo the live site

41
Future Work, Research Goals and Questions
  • Version 2.0 in progress
  • Dynamic, database-backed
  • What can aggregate user behavior over time tell
    us?
  • Web lecture
  • Automated hierarchy reorganization

42
Future Work, Research Goals and Questions
  • Scalability/sustainability
  • What mechanisms (both organizational and
    technological) are needed for a sustainable
    educational knowledge repository?
  • How well does Wikipedia model transfer?
  • How does the taxonomic organizational scheme
    scale? What are alternatives?

43
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