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Correlation
A researcher is interested in investigating the relationship between viewing time (in seconds) and ratings of aesthetic appreciation. Participants are asked to view a painting for as long as they like. Time (in seconds) is measured. After the viewing time, the researcher asks the participants to provide a 'preference rating' for the painting on a scale ranging from 1-10. Create a scatter plot depicting the following data:
Viewing Time in Seconds
Preference Rating
10
3
12
4
24
7
5
16
6
11
2
21
8
23
9
17
14
1
0
5 10 15 20 25 30
What does the scatter plot suggest about the relationship between viewing time and aesthetic preference?
The scatter plot suggests that those who spent more time viewing the painting were more aesthetically pleased with the painting. Scatterplots show what happens to one variable when the other is changed; in other words, it shows the relationship or the correlation between two sets of data. The scatterplot above shows a representation of the seconds that a person viewed artwork and how it was measured aesthetically based on one's visual perception and the time spent; those who viewed the painting longer preferred the painting more than those that did not.
Is it accurate to state that longer viewing times are the result of greater preference for paintings? Explain. Submit your scatter plot and your answers to the questions to your instructor.
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