How can we best use PowerPoint? Three streams of research provide answers: (1) surveys provide student and faculty perceptions, (2) expert presenters give their opinion, and (3) cognitive scientists conduct focused perceptual experiments. I expand on this research by testing existing research findings against actual conference presentations. My C# software automatically analyzes 166 slide presentations to generate numeric slide characteristics. A regression analysis then correlates these characteristics with audience ratings and social media impact. The results generally support existing research, but have two surprising outcomes: (1) only certain types of images generate positive session ratings, (2) high words counts lead to improved social media impact.
8. What does the research
has to say about this?
Can we move beyond opinions?
9. How much better are slides than
transparencies or the blackboard?
Powerpoint improves but not
• Instructor likability • Learning Outcomes
• Organization
• Novelty
17. Get output attributes for each deck
Star Ratings Star Counts Social Media
Avg Sd Avg Sd Avg Sd
MIX 11
4.6 0.7 3.7 5.6 32.3 34.9
Oscon 09
3.2 1.0 6.2 8.0 - -
Oscon 01
3.4 0.8 9.3 10.5 - -
Oscon 11
3.2 1.0 4.1 3.6 7.6 9.8
Overall
3.9 1.1 5.0 6.8 24.4 31.4
18. Regression shows that images
predict a presentation’s star ratings
Model: Star Ratings R2 = 0.141
Variable Coefficient Significance
(Constant) 4.209 0.000
Slides Size as Jpg -0.578 β 0.000
Slide Count 0.218 β 0.091
Image Count 0.514 β 0.002
Images Per Slide -0.309 β 0.031
19. Regression also lets us see that word
count and image size predicts social
media impact
2
Model: Social Media Impact R = 0.385
Variable Coefficient Significance
(Constant) -33.699 0.002
Star Count 0.463 β 0.000
Star Ratings 0.234 β 0.003
Words Per Slide 0.241 β 0.002
Image Bytes 0.168 β 0.028
20. So…
• PowerPoint has a significant impact on audience
satisfaction
• Complex slides and large number of images
(provided they’re not all on one slide) hurt
session ratings
• High image quality and longer sentences increase
social media shares