Question: I am looking for some assistance with a homework assignment question. The questions is, Based on the results, what managerial intervention would I recommend for
I am looking for some assistance with a homework assignment question. The questions is, "Based on the results, what managerial intervention would I recommend for the restaurant?" I have to answer the question by basing my recommendation(s) on the output of the regression analysis (data provided).
Here is what I think the answer is... Because there is a significant positive relationship between dependent variable loyalty (x13) and independent variables benefits reasonable (x12), and supervisor recognizes my potential (x6), management should intervene to find out what is causing both of those IV's to be related to loyalty DV). Did I answer the question correctly? Did I leave out any interpretation or additional necessary information? I appreciate any clarification.



Model Summary Adjusted R Std. Error of the Model R R Square Square Estimate 1 460 .211 171 878 a. Predictors: (Constant), X12 -- Benefits Reasonable, X6 -- Supervisor Recognizes My Potential, X5 -- Learn New Skills ANOVA Sum of Model Squares df Mean Square F Sig. Regression 12. 185 3 4.062 5.271 003 Residual 45.466 59 771 Total 57.651 62 a. Dependent Variable: X13 -- Loyalty (Self-report) b. Predictors: (Constant), X12 -- Benefits Reasonable, X6 -- Supervisor Recognizes My Potential, X5 -- Learn New SkillsCoefficients Unstandardized Coefficients Standardized Coefficients Model B Std. Error Beta Sig. 1 (Constant) 2.777 973 2.856 006 X6 -- Supervisor 274 Recognizes My Potential .086 .371 3. 189 002 X5 --Learn New Skills 001 115 001 010 992 X12 -- Benefits Reasonable .332 134 290 2.468 016 a. Dependent Variable: X13 -- Loyalty (Self-report)Correlations X6 -- Supervisor Recognizes My X5 --Learn New X12 -- Benefits Potential Skills Reasonable X6 -- Supervisor Pearson Correlation 1.00 .12 .05 Recognizes My Potential Sig. (2-tailed) 36 70 N 63.00 63.00 63.00 X5 --Learn New Skills Pearson Correlation .12 1.00 -.17 Sig. (2-tailed) 36 .19 N 63.00 63.00 63.00 X12 -- Benefits Reasonable Pearson Correlation .05 .17 1.00 Sig. (2-tailed) .70 19 N 63.00 63.00 63.00 X13 -- Loyalty (Self-report) Pearson Correlation 36 00 27 Sig. (2-tailed) 00 98 03 N 63.00 63.00 63.00 Correlations X13 -- Loyalty (Self-report) X6 -- Supervisor Pearson Correlation 36 Recognizes My Potential Sig. (2-tailed) 00 N 63.00 X5 --Learn New Skills Pearson Correlation 00 Sig. (2-tailed) 86 N 63.00 X12 -- Benefits Reasonable Pearson Correlation 27 Sig. (2-tailed) 03 N 63.00 X13 -- Loyalty (Self-report) Pearson Correlation 1.00 Sig. (2-tailed) 63.00 **. Correlation is significant at the 0.01 level (2-tailed). *. Correlation is significant at the 0.05 level (2-tailed)
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