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Matching Attentional Draw with Utility in Interruption Jennifer Gluck, Andrea Bunt, Joanna McGrenere University of British Columbia CHI 2007 April 30, 2007
Matching Attentional Draw with Utility in Interruption? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Interruption ,[object Object]
Negative Effects ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Positive Aspects ,[object Object],[object Object],[object Object],
[object Object],[object Object],[object Object],Mixed-Initiative Systems How can we design interruption to emphasize positive aspects?
Design Guideline ,[object Object],[object Object],[object Object]
What did we do? ,[object Object],[object Object],[object Object]
Attentional Draw (AD) ,[object Object],[object Object],[object Object],[object Object],attentional draw
Utility ,[object Object],[object Object],[object Object],[object Object],[object Object],utility
Findings ,[object Object],[object Object],Empirical investigation of the effects of matching  attentional draw  (AD) of  notification and interruption  utility
Research Overview ,[object Object],[object Object],[object Object],[object Object]
Primary Task
 
 
 
 
 
 
[object Object],[object Object],[object Object],[object Object],[object Object],Study 1
Notification Signals ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Signals Time (seconds)
Study 1 Design ,[object Object],[object Object],[object Object],[object Object]
Study 1 Results: Detection Times High AD signal: Follow Med AD signal: Slow Zoom Low AD signal: Flag
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Study 2
Interrupting Task ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
3 Game Conditions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Low utility hint   ↔   Low AD signal Med utility hint   ↔   Med AD signal High utility hint   ↔   High AD signal   Low utility hint  Med utility hint   ↔   Med AD signal High utility hint
Study 2 Design ,[object Object],[object Object],[object Object],[object Object]
Study 2 Measures & Procedure ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Study 2 Hypotheses ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Results: Annoyance & Benefit ,[object Object],[object Object]
Condition Preference
Performance Results (# of matches) ,[object Object],[object Object],[object Object],[object Object],
Study 2: Summary of Results ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],  
Future Research ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Take Home Message ,[object Object],[object Object],[object Object],[object Object]
Acknowledgements ,[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],Take Home Message Questions?
Additional Information
Interview Results ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Related Work ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Study 1: Simple Editor Task
Study 1 Design ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Study 1: Structure of a Trial
Study 1 Results ,[object Object],[object Object]
Study 1: Pairwise Comparisons
Study 1: Timeouts Main effect of signal (F(2.542,27.961) = 3.630,  p  = .031,  η 2  = .248)
Study 2 Design ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Study 2: Interruption Structure
Missed-Hints Dialog
Study 2 General Annoyance No main effect of condition ( F (2,24) = 2.788,  p  = .079,  η 2  = .166, power = .429)
Study 2: Presentation Order Effect F (5,14) = 2.720,  p  = .064,  η 2  = .493
Study 2 Interaction Effect F (10,28) = 2..35,  p  = .068,  η 2  = .421
Study 2 Hint Duration Main effect of utility ( F (2,36) = 6.839,  p  = .003,  η 2  = .275)
Study 2 Workload .143 .115 2.335 Physical Demand .027 .687 .381 Frustration .088 .276 1.347 Perceived Performance .008 .889 .118 Effort .071 .357 1.069 Temporal Demand .004 .945 .057 Mental Demand η 2 p F(2,28) NASA-TLX Factor
NASA Task Load Index ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
NASA Task Load Index (2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Performance Results ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 

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Matching Attentional Draw with Utility in Interruption