Table 2. Maximum Likelihood Estimates of the Openness Model using Different Missing Data Methods.
Effect | Complete dataa | FIMLbc | MIbc | MIbd | FIMLbd |
---|---|---|---|---|---|
| |||||
Openness on BMOpen | 1.00* | 1.00* | 1.00* | 1.00* | 1.00* |
| |||||
Openness on AMOpen | 1.24 (0.11) | 1.14 (0.06) | 1.13 (0.06) | 1.14 (0.06) | 1.14 (0.06) |
(1.02, 1.46) | (1.03, 1.25) | (1.01, 1.25) | (1.02, 1.26) | (1.03, 1.25) | |
| |||||
Openness on AFOpen | 1.16 (0.11) | 1.09 (0.06) | 1.08 (0.06) | 1.08 (0.06) | 1.09 (0.06) |
(0.94, 1.38) | (0.98, 1.20) | (0.97, 1.19) | (0.97, 1.19) | (0.97, 1.20) | |
| |||||
Openness on BMSatis | -0.12 (0.29) | 0.28 (0.17) | 0.29 (0.15) | 0.31(0.15) | 0.32 (0.15) |
(-0.69, 0.44) | (-0.04, 0.61) | (-0.01, 0.59) | (0.01, 0.60) | (0.02, 0.62) | |
| |||||
Openness on BMAdjust | 1.37 (0.70) | 0.80 (0.36) | 0.78 (0.35) | 0.88 (0.34) | 0.87 (0.34) |
(-.01, 2.74) | (0.11, 1.50) | (0.09, 1.47) | (0.21, 1.55) | (0.20, 1.54) | |
| |||||
BFOpen on BMSatis | 0.17 (0.18) | 0.22 (0.17) | 0.18 (0.16) | 0.16 (0.13) | 0.16 (0.16) |
(-0.19, 0.52) | (-0.12, 0.55) | (-0.15, 0.50) | (-0.09, 0.40) | (-0.15, 0.46) | |
| |||||
BFOpen on BMAdjust | 0.61 (0.43) | 0.42 (0.37) | 0.47 (0.31) | 0.27 (0.29) | 0.29 (0.31) |
(-0.23, 1.45) | (-0.30, 1.13) | (-0.14, 1.08) | (-0.31, 0.84) | (-0.33, 0.90) | |
| |||||
Openness on BFSatisf | -1.12 (0.31) | -0.84 (0.26) | -0.84 (0.28) | -0.89 (0.32) | -0.82(0.30) |
(-1.73, -0.50) | (-1.36, -0.33) | (-1.38, -0.30) | (-1.52, -0.26) | (-1.40, -0.23) | |
| |||||
Openness on BFAdjust | 0.03 (0.63) | -0.17 (0.57) | -0.11 (0.59) | -0.16 (0.66) | -0.24 (0.63) |
(-1.21, 1.27) | (-1.29, 0.95) | (-1.25, 1.04) | (-1.46, 1.13) | (-1.47, 1.00) | |
| |||||
BFOpen on BFSatisf | 1.01 (0.19) | 1.07 (0.22) | 1.02 (0.20) | 1.18 (0.19) | 1.20 (0.26) |
(-0.19, 0.52) | (0.65, 1.49) | (0.62, 1.42) | (0.81, 1.55) | (0.69, 1.72) | |
| |||||
BFOpen on BFAdjust | 0.96 (0.40) | 0.93 (0.31) | 0.85 (0.35) | 1.18 (0.42) | 1.11 (0.34) |
(0.18, 1.74) | (0.31, 1.54) | (0.16, 1.54) | (0.36, 2.00) | (0.45, 1.78) |
Notes: Robust standard errors for maximum likelihood estimates are in parentheses following the estimates. Estimated 95% confidence intervals appear directly below and assume normality.
Factor loading was set equal to 1.
n = 93;
n= 359;
model excludes auxiliary variables.
model includes auxiliary variables.