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Table 2 Average ratings for each image

From: How does this message make you feel? A study of user perspectives on software update/warning message design

Image # Important Annoying Confusing Noticeable
01 3.7 3.5 3.4 4.6
02 5.4 4.3 3.1 6.0
03 3.6 3.8 2.5 4.9
04 3.6 4.5 4.2 4.1
05 5.9 4.1 3.6 6.3
06 4.3 4.4 4.0 4.5
07 3.6 4.3 3.0 4.8
08 4.6 3.9 3.5 4.8
09 3.6 3.4 2.3 4.8
10 3.9 4.2 4.1 4.9
11 4.8 2.8 2.2 4.8
12 3.8 3.3 2.3 5.0
13 3.5 4.0 3.6 4.7
14 3.0 3.8 2.2 3.4
Average 4.1 3.9 3.1 4.8