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Quan%ta%ve	
  Digital	
  Backchannel:	
  
Developing	
  a	
  Web-­‐Based	
  Audience	
  
Response	
  System	
  for	
  Measuring	
  
Audience	
  Percep%on	
  in	
  Large	
  Lectures	
  	
  
	
  
by	
  Chris)an	
  Haintz	
  
1	
  
Research	
  Ques)on	
  
ì  How	
  to	
  create	
  a	
  	
  quan)ta)ve	
  digital	
  backchannel	
  
with	
  state	
  of	
  the	
  art	
  technology	
  to	
  support	
  agile	
  
teaching	
  in	
  large	
  lectures?	
  
2	
  
Agile	
  Teaching	
  
Students	
   Lecturer	
  
Feedback	
  
adapted	
  lecturing	
  
3	
  
Feedback	
  
Qualita)ve	
   Quan)ta)ve	
  
4	
  
Feedback	
  -­‐	
  Backchannel	
  
Frontchannel	
  
Backchannel	
  
5	
  
84	
  %	
  
Quelle:	
  APA	
  25.4.2013,	
  hPp://oesterreich.orf.at/stories/2581600/	
  	
  
6	
  
Backchannel	
  
7	
  
Requirements	
  
ì  BYOD	
  support	
  
ì  Con)nuous	
  backchannel	
  ac)vity	
  
ì  Ac)ons	
  of	
  students	
  generate	
  visible	
  impact	
  
ì  Maximize	
  informa)on	
  while	
  keeping	
  it	
  simple	
  
ì  …	
  
8	
  
Implementa)on	
  
Application ServerApplication ServerDatabase Server
Application ServerApplication Server
Internet
Client Application Server
Auditor Interface
DB
Application
Interface
MVC Application
Lecturer Interface
MVC Application
DB
DBLoadBalancer
9	
  
Backchannel	
  
10	
  
Dimension	
  Criterias	
  
ì  Understandable	
  to	
  the	
  student	
  
ì  Meaningful	
  to	
  the	
  lecturer	
  
ì  Clear	
  extremums	
  
ì  Values	
  should	
  be	
  expectable	
  to	
  change	
  over	
  )me	
  
11	
  
Dimensions	
  
ì  Happiness	
  
ì  Comprehension	
  
ì  Presenta)on	
  Speed	
  
12	
  
13	
  
Happiness	
  
Comprehension	
  
Speed	
  
14	
  
15	
  
16	
  
Findings	
  
ì  75%	
  Par)cipa)on	
  (~100	
  Students)	
  
ì  BYOD	
  (21	
  Screen	
  Res.,	
  5	
  OSs,	
  18	
  OS	
  Versions,	
  8	
  
Browser)	
  
ì  Maximize	
  meaningful	
  informa)on	
  
ì  35%	
  in	
  between	
  of	
  extrema	
  and	
  neutral	
  posi)on	
  
ì  Con)nuous	
  Ac)vity	
  
ì  Ac)vity	
  decreases	
  significantly	
  over	
  )me	
  
17	
  
Conclusion	
  
ì  Dimensions	
  
ì  BYOD	
  
ì  User	
  Experience	
  
ì  Mo)va)on	
  to	
  par)cipate	
  
ì  Informa)on	
  visualiza)on	
  crucial	
  for	
  lecturer	
  
How	
  to	
  create	
  a	
  	
  quan)ta)ve	
  digital	
  
backchannel	
  with	
  state	
  of	
  the	
  art	
  technology	
  
to	
  support	
  agile	
  teaching	
  in	
  large	
  lectures?	
  
18	
  
Thank	
  you!	
  
Chris)an	
  Haintz	
  
chris)an.haintz@cnc.io	
  
19	
  
20	
  
21	
  
Agile	
  Development	
  Cycle	
  
ì  1.	
  Planning	
  
2.	
  Requirements	
  
3.	
  Analysis	
  &	
  Design	
  
4.	
  Implementa)on	
  
5.	
  Tes)ng	
  and	
  Evalua)on	
  	
  
22	
  
11	
  Requirements	
  
1.  Constant	
  and	
  con)nuous	
  ac)vity	
  
2.  Reduce	
  distrac)on	
  
3.  Usability	
  
4.  Simplicity	
  
5.  Support	
  BYOD	
  policy	
  
6.  Responsive	
  Design	
  
7.  Auditor	
  impact	
  
8.  Reduce	
  informa)on	
  
9.  Cross-­‐plaiorm	
  capabili)es	
  
10.  Interna)onaliza)on	
  
11.  Maximize	
  meaningful	
  informa)on	
  
23	
  
24	
  
Avatar	
  -­‐	
  Image	
  Sprites	
  	
  
25	
  
1.	
  Prototypes	
  for	
  Collec)ve	
  Percep)on	
  
26	
  
User	
  Experience	
  Problem	
  
27	
  
Data	
  Structure	
  (JSON)	
  
28	
  
Facts	
  -­‐	
  Test	
  Lecture	
  
29	
  
Raw	
  Data	
  -­‐	
  Test	
  Lecture	
  
30	
  
31	
  
Ac)vity	
  
Test	
  
Lecture	
  
Auditor	
  Votes	
  Histogram	
  –	
  Test	
  Lecture	
  
32	
  
12.0%
47.9%
23.9%
10.3%
6.0%
0.0%
10.0%
20.0%
30.0%
40.0%
50.0%
60.0%
70.0%
0% 1,10% 11,20% 21,30% >30%
%"auditors"
#"votes"
Auditor"Votes"Histogram"
Aging	
  
33	
  !30$
!20$
!10$
0$
10$
20$
30$
40$
50$
0$ 2$ 4$ 6$ 8$ 10$ 12$ 14$ 16$ 18$ 20$ 22$ 24$ 26$ 28$ 30$ 32$ 34$ 36$ 38$ 40$
value&[%]&
*me&[minutes]&
Different&Aging&Approaches&
speed$(no$aging)$ speed$(linear$aging)$ speed$(quadra:c$aging)$
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1.0
10 2 3 4 5 6 7 8 9
value
age [minutes]
Laptops'
65%'
Devices'
Mobile'
Devices'
35%'
'
Sta)s)cs	
  Test	
  Lecture	
  
34	
  
1.2$ 1.2$
2.4$
3.6$ 3.6$
1.2$
3.6$
2.4$
1.2$ 1.2$ 1.2$
10.8$
1.2$ 1.2$
13.3$
16.9$
7.2$
8.4$
6.0$
7.2$
4.8$
0.0$
2.0$
4.0$
6.0$
8.0$
10.0$
12.0$
14.0$
16.0$
18.0$
20.0$
240x320$320x344$320x480$320x568$360x592$360x640$480x800$601x906$640x360$
720x1230$
720x1280$
768x1024$
1100x2100$
1280x720$
1280x800$
1366x768$
1440x900$
1600x900$
1680x1050$
1920x1080$
1920x1200$
visits%[%]% Screen%Resolu2on%
43.4$
24.1$
19.3$
6.0$
3.6$
1.2$ 1.2$ 1.2$
0.0$
5.0$
10.0$
15.0$
20.0$
25.0$
30.0$
35.0$
40.0$
45.0$
50.0$
Chrome$ Firefox$ Safari$ Android$
Browser$
Opera$ Internet$
Explorer$
Mozilla$
CompaEble$
Agent$
Safari$(inI
app)$
visits%[%]% Browser%
7"
8"
Vista"
XP"
x86_64"
i686"
10.8"
10.7"
10.6"
4.2.2"
4.1.x"
4.0.x"
2.3.x"
2.1.x"
6.1.x"
6.0.x"
5.0.x"
5.1.x"
0.0"
5.0"
10.0"
15.0"
20.0"
25.0"
30.0"
35.0"
Windows" Macintosh" Android" iOS" Linux"
visits%[%]% Opera.ng%System%Versions%

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Quantitative Digital Backchannel: Developing a Web-Based Audience Response System for Measuring Audience Perception in Large Lectures

  • 1. Quan%ta%ve  Digital  Backchannel:   Developing  a  Web-­‐Based  Audience   Response  System  for  Measuring   Audience  Percep%on  in  Large  Lectures       by  Chris)an  Haintz   1  
  • 2. Research  Ques)on   ì  How  to  create  a    quan)ta)ve  digital  backchannel   with  state  of  the  art  technology  to  support  agile   teaching  in  large  lectures?   2  
  • 3. Agile  Teaching   Students   Lecturer   Feedback   adapted  lecturing   3  
  • 4. Feedback   Qualita)ve   Quan)ta)ve   4  
  • 5. Feedback  -­‐  Backchannel   Frontchannel   Backchannel   5  
  • 6. 84  %   Quelle:  APA  25.4.2013,  hPp://oesterreich.orf.at/stories/2581600/     6  
  • 8. Requirements   ì  BYOD  support   ì  Con)nuous  backchannel  ac)vity   ì  Ac)ons  of  students  generate  visible  impact   ì  Maximize  informa)on  while  keeping  it  simple   ì  …   8  
  • 9. Implementa)on   Application ServerApplication ServerDatabase Server Application ServerApplication Server Internet Client Application Server Auditor Interface DB Application Interface MVC Application Lecturer Interface MVC Application DB DBLoadBalancer 9  
  • 11. Dimension  Criterias   ì  Understandable  to  the  student   ì  Meaningful  to  the  lecturer   ì  Clear  extremums   ì  Values  should  be  expectable  to  change  over  )me   11  
  • 12. Dimensions   ì  Happiness   ì  Comprehension   ì  Presenta)on  Speed   12  
  • 13. 13  
  • 15. 15  
  • 16. 16  
  • 17. Findings   ì  75%  Par)cipa)on  (~100  Students)   ì  BYOD  (21  Screen  Res.,  5  OSs,  18  OS  Versions,  8   Browser)   ì  Maximize  meaningful  informa)on   ì  35%  in  between  of  extrema  and  neutral  posi)on   ì  Con)nuous  Ac)vity   ì  Ac)vity  decreases  significantly  over  )me   17  
  • 18. Conclusion   ì  Dimensions   ì  BYOD   ì  User  Experience   ì  Mo)va)on  to  par)cipate   ì  Informa)on  visualiza)on  crucial  for  lecturer   How  to  create  a    quan)ta)ve  digital   backchannel  with  state  of  the  art  technology   to  support  agile  teaching  in  large  lectures?   18  
  • 19. Thank  you!   Chris)an  Haintz   chris)an.haintz@cnc.io   19  
  • 20. 20  
  • 21. 21  
  • 22. Agile  Development  Cycle   ì  1.  Planning   2.  Requirements   3.  Analysis  &  Design   4.  Implementa)on   5.  Tes)ng  and  Evalua)on     22  
  • 23. 11  Requirements   1.  Constant  and  con)nuous  ac)vity   2.  Reduce  distrac)on   3.  Usability   4.  Simplicity   5.  Support  BYOD  policy   6.  Responsive  Design   7.  Auditor  impact   8.  Reduce  informa)on   9.  Cross-­‐plaiorm  capabili)es   10.  Interna)onaliza)on   11.  Maximize  meaningful  informa)on   23  
  • 24. 24  
  • 25. Avatar  -­‐  Image  Sprites     25  
  • 26. 1.  Prototypes  for  Collec)ve  Percep)on   26  
  • 29. Facts  -­‐  Test  Lecture   29  
  • 30. Raw  Data  -­‐  Test  Lecture   30  
  • 31. 31   Ac)vity   Test   Lecture  
  • 32. Auditor  Votes  Histogram  –  Test  Lecture   32   12.0% 47.9% 23.9% 10.3% 6.0% 0.0% 10.0% 20.0% 30.0% 40.0% 50.0% 60.0% 70.0% 0% 1,10% 11,20% 21,30% >30% %"auditors" #"votes" Auditor"Votes"Histogram"
  • 33. Aging   33  !30$ !20$ !10$ 0$ 10$ 20$ 30$ 40$ 50$ 0$ 2$ 4$ 6$ 8$ 10$ 12$ 14$ 16$ 18$ 20$ 22$ 24$ 26$ 28$ 30$ 32$ 34$ 36$ 38$ 40$ value&[%]& *me&[minutes]& Different&Aging&Approaches& speed$(no$aging)$ speed$(linear$aging)$ speed$(quadra:c$aging)$ 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 10 2 3 4 5 6 7 8 9 value age [minutes]
  • 34. Laptops' 65%' Devices' Mobile' Devices' 35%' ' Sta)s)cs  Test  Lecture   34   1.2$ 1.2$ 2.4$ 3.6$ 3.6$ 1.2$ 3.6$ 2.4$ 1.2$ 1.2$ 1.2$ 10.8$ 1.2$ 1.2$ 13.3$ 16.9$ 7.2$ 8.4$ 6.0$ 7.2$ 4.8$ 0.0$ 2.0$ 4.0$ 6.0$ 8.0$ 10.0$ 12.0$ 14.0$ 16.0$ 18.0$ 20.0$ 240x320$320x344$320x480$320x568$360x592$360x640$480x800$601x906$640x360$ 720x1230$ 720x1280$ 768x1024$ 1100x2100$ 1280x720$ 1280x800$ 1366x768$ 1440x900$ 1600x900$ 1680x1050$ 1920x1080$ 1920x1200$ visits%[%]% Screen%Resolu2on% 43.4$ 24.1$ 19.3$ 6.0$ 3.6$ 1.2$ 1.2$ 1.2$ 0.0$ 5.0$ 10.0$ 15.0$ 20.0$ 25.0$ 30.0$ 35.0$ 40.0$ 45.0$ 50.0$ Chrome$ Firefox$ Safari$ Android$ Browser$ Opera$ Internet$ Explorer$ Mozilla$ CompaEble$ Agent$ Safari$(inI app)$ visits%[%]% Browser% 7" 8" Vista" XP" x86_64" i686" 10.8" 10.7" 10.6" 4.2.2" 4.1.x" 4.0.x" 2.3.x" 2.1.x" 6.1.x" 6.0.x" 5.0.x" 5.1.x" 0.0" 5.0" 10.0" 15.0" 20.0" 25.0" 30.0" 35.0" Windows" Macintosh" Android" iOS" Linux" visits%[%]% Opera.ng%System%Versions%