After doing AVONA on the SPSS I got result of sig. 0.165. What does that say about my data and hypothesis? How should I comment on it?

Calculus For The Life Sciences
2nd Edition
ISBN:9780321964038
Author:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Publisher:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Chapter13: Probability And Calculus
Section13.2: Expected Value And Variance Of Continuous Random Variables
Problem 10E
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After doing AVONA on the SPSS I got result of sig. 0.165. What does that say about my data and hypothesis? How should I comment on it? 

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