Question
RESULTS Table 1 provides the means and standard deviations of the variables of interest to this study and the results of a multiple regression analysis
RESULTS
Table 1 provides the means and standard deviations of the variables of interest to this study and the results of a multiple regression analysis that was conducted to test the hypotheses of this study.
Table 1 Summary statistics and results of the regression analysis
Adjusted R2 | df | F | M | SD | B | SE | t | p | |
Regression | .365 | 7, 89 | 7.304 | - | - | - | - | - | .000a |
Constant | - | - | 2.213 | .522 | 4.238 | .000 | |||
Instrumental attributes | |||||||||
Workplace atmosphere | 4.32 | .75 | .088 | .152 | .577 | .565 | |||
Job opportunities | 4.73 | .75 | .390 | .136 | 2.868 | .005 | |||
Industry characteristics | 4.24 | .74 | .275 | .186 | 1.473 | .144 | |||
Symbolic attributes | |||||||||
Excitement | 3.78 | .91 | .071 | .149 | .474 | .637 | |||
Sincerity | 5.13 | .80 | .109 | .137 | .794 | .429 | |||
Prestige | 4.05 | .81 | .146 | .115 | 1.268 | .208 | |||
Subjective norm | 4.98 | 1.13 | .317 | .100 | 3.169 | .002 | |||
Employer attraction | 3.71 | 1.23 | - | - | - | - |
Note. df = degrees of freedom; F = F-statistic; M = Mean; SD = Standard deviation; B = Unstandardized beta coefficient; SE = standard error; t = t-statistic; p = significance level; Scale 1-7 a. Predictors: (Constant), Workplace atmosphere, Job opportunities, Industry characteristics, Excitement, Sincerity, Prestige, Subjective norm.
b. Dependent Variable: Employer Attraction.
N= 197 (88 men and 109 women).
Questions
1.) Interpret the results of the regression analysis. Discuss:
a. the model fit;
b. the significance of the model;
c. the constant;
d. the statistical validity of the beta coefficients;
e. the face validity of the results.
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