求各位大神帮忙分析一下结果,跪谢。主要看哪几个结果,数值大小代表什么,统计完全不懂,最好说得仔细点 谢谢谢谢
Run MATRIX procedure:
************* PROCESS Procedure for SPSS Release 2.16.3 ******************
Written by Andrew F. Hayes, Ph.D.
www.afhayes.com
Documentation available in Hayes (2013).
www.guilford.com/p/hayes3
**************************************************************************
Model = 4
Y = Y
X = X
M1 = M1
M2 = M2
M3 = M3
Sample size
488
**************************************************************************
Outcome: M1
Model Summary
R R-sq MSE F df1 df2 p
.4498 .2023 .5119 123.2571 1.0000 486.0000 .0000
Model
coeff se t p LLCI ULCI
constant 1.7222 .1286 13.3919 .0000 1.4695 1.9749
X .3672 .0331 11.1021 .0000 .3022 .4322
**************************************************************************
Outcome: M2
Model Summary
R R-sq MSE F df1 df2 p
.3966 .1573 .8859 90.7042 1.0000 486.0000 .0000
Model
coeff se t p LLCI ULCI
constant 1.0206 .1692 6.0331 .0000 .6882 1.3531
X .4144 .0435 9.5239 .0000 .3289 .4998
**************************************************************************
Outcome: M3
Model Summary
R R-sq MSE F df1 df2 p
.3368 .1134 .3983 62.1750 1.0000 486.0000 .0000
Model
coeff se t p LLCI ULCI
constant 2.4982 .1134 22.0233 .0000 2.2753 2.7211
X .2300 .0292 7.8851 .0000 .1727 .2873
**************************************************************************
Outcome: Y
Model Summary
R R-sq MSE F df1 df2 p
.5007 .2507 .5709 40.3970 4.0000 483.0000 .0000
Model
coeff se t p LLCI ULCI
constant 1.7746 .2017 8.7995 .0000 1.3783 2.1708
M1 -.2053 .0642 -3.1959 .0015 -.3315 -.0791
M2 .4850 .0484 10.0270 .0000 .3900 .5801
M3 .1663 .0555 2.9983 .0029 .0573 .2753
X .0092 .0404 .2285 .8194 -.0702 .0886
******************** DIRECT AND INDIRECT EFFECTS *************************
Direct effect of X on Y
Effect SE t p LLCI ULCI
.0092 .0404 .2285 .8194 -.0702 .0886
Indirect effect of X on Y
Effect Boot SE BootLLCI BootULCI
TOTAL .1639 .0293 .1067 .2229
M1 -.0754 .0273 -.1328 -.0245
M2 .2010 .0294 .1469 .2630
M3 .0383 .0163 .0101 .0753
Normal theory tests for specific indirect effects
Effect se Z p
M1 -.0754 .0246 -3.0597 .0022
M2 .2010 .0292 6.8874 .0000
M3 .0383 .0137 2.7831 .0054
******************** ANALYSIS NOTES AND WARNINGS *************************
Number of bootstrap samples for bias corrected bootstrap confidence intervals:
5000
Level of confidence for all confidence intervals in output:
95.00
------ END MATRIX -----