Please refer to your regression output table.

Please interpret R Square. (Performance view is the dependant variable)

A. R-square tells us that the model (regression equation) is only 3.48% correct.

B. R-square tells us that 3.48% of the variables are significant.

C. R-square tells us that 3.48% of goal clarity is explained by the model (regression equation).

D. R-square tells us that 3.48% of the variance in employees' view of the performance system is explained by the model (regression equation).

E G H Regression Statistics Multiple R 0.186582386 R Square 0.034812987 Adjusted R Square 0.031952195 Standard Error 1.427514884 8 Observations 4400 9 10 ANOVA 11 of 55 MS F Significance F 12 Regression 13 322.373795 24.79798423 12.16900555 1.52551E-26 13 Residual 4386 8937.785296 2.037798745 14 Total 4399 9260.159091 15 16 Coefficients Standard Error t Stat P-value Lower 9596 Upper 959% Lower 95.09% Upper 95.096 17 Intercept 2.199582691 0.346491303 6.348161339 2.39987E-10 1.520284758 2.878880624 1.520284758 2.878880624 18 goal_clarity 0.153412887 0.019715766 7.781228765 8.894998-15 0.114760029 0.192065745 0.114760029 0.192065745 19 black -0.15386469 0.109870502 -1.4004186 0.16145874 -0.36926636 0.061536974 -0.36926636 0.061536974 20 white -0.08992526 0.093419967 -0.96259145 0.335805654 -0.27307558 0.093225051 -0.27307558 0.093225051 21 asian 0.042307254 0.136316136 0.310361309 0.75630096 -0.22494121 0.30955572 -0.22494121 0.30955572 22 hispanic -0.26822024 0.083869119 -3.19808108 0.001393293 -0.43264607 -0.10379442 -0.43264607 -0.10379442 23 supervisor -0.41067632 0.04711906 -8.71571546 4.0338E-18 -0.50305347 -0.31829917 -0.50305347 -0.31829917 24 experience -0.01204165 0.031661166 -0.38032855 0.703719962 -0.07411352 0.050030229 -0.07411352 0.050030229 25 age40up+ 0.174164089 0.061475511 2.833064506 0.004631455 0.053641042 0.294687137 0.053641042 0.294687137 26 female -0.0480151 0.047428482 -1.0123685 0.311417735 -0.14099888 0.044968675 -0.14099888 0.044968675 27 military 0.000995777 0.054684203 0.018209597 0.985472475 -0.10621288 0.108204431 -0.10621288 0.108204431 28 agency_defense -0.02579112 0.322114196 -0.08006826 0.936186618 -0.65729762 0.605715369 -0.65729762 0.605715369 29 agency_domestic 0.123621919 0.321759184 0.384206341 0.700844144 -0.50718857 0.754432408 -0.50718857 0.754432408 30 agency_humanserv 0.106358836 0.327472968 0.324786611 0.745358068 -0.53565356 0.748371228 -0.53565356 0.748371228