The following is the result of multiple regression analysis to predict salary. Based on the following SPSS result table, please interpret the effects of education, years of services, and gender (female dummy) on the salary level. Interpret the result of the female dummy coefficient. If you believe that men were paid more than women, what would you conclude after conducting this analysis? Model Summary Model R R Square Adjusted R Square Std. Error of the Estimate 1 .810a .650 .530 11334.16409 a. Predictors: (Constant), Female, YOS, EDUC Coefficientsa Model Unstandardized Coefficients Standardized Coefficients t Sig. B Std. Error Beta 1 (Constant) -35400 20250 -1.847 .102 EDUC 4200 1230 .806 3.389 .010 YOS 750 540 .307 1.477 .178 Female -4300 7000 .278 1.181 .021 a. Dependent Variable: SALARY




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