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can i reject the null hypothesis based on the 0.05 significance level? Interpret the results of this analysis statistically and non-statistically. A coffee shop chain

can i reject the null hypothesis based on the 0.05 significance level? Interpret the results of this analysis statistically and non-statistically.

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A coffee shop chain was considering expanding its coffee offerings and wanted to determine whether the coffee buying experience was a signicant factor in customers' coffee purchase decisions. To inform related decisions, a survey of customers who visited one of its shops and purchased coffee products was conducted. On a vepoint scale, one question in the survey asked participants "To what extent do you agree or disagree that you drink coffee for the entire buying experience?" 1 indicates strongly disagree; 2 indicates somewhat disagree; 3 indicates neither agree nor disagree; 4 indicates somewhat agree; 5 indicates strongly agree. 515 customers were surveyed, 290 of whom were male and 225 ofwhom were female, The following is the SPSS output for the appropriate test at the 0.05 level of significance: Gender N Mean Std. Deviation Std. Error Mean Entire buying experience Male 290 3.25 0.861 0.051 Female 225 4.02 0.868 0.058 Levene's Test for Equality of t-test for Equality of Means Variances 95% Confidence Interval of the F S' t df Sig. (2- Mean Std, Error Difference '3 tailed) Difference Difference Lower Upper Equal var'agces 1.941 0.164 1 0.08 513 0.000 0.774 0.077 0.925 0.623 Entire buying assume experience - Equal \"names "0' 1 0.07 479.7 0.000 0.774 0.077 0.925 0.623 assumed

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