Moderated regression analyses for learning value and leader–member exchange as predictors for employability
| Occupational expertise | Anticipation and optimization | Personal flexibility | Corporate sense | Balance | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variable | B | SE | β | B | SE | β | B | SE | β | B | SE | β | B | SE | β |
| Age in years | 0.01 | 0.00 | 0.10 | −0.01 | 0.01 | −0.19* | −0.01 | 0.00 | −0.20* | 0.01 | 0.01 | 0.07 | 0.00 | 0.00 | 0.00 |
| Change in R² | 0.01 | 0.03* | 0.04* | 0.01 | 0.00 | ||||||||||
| Age in years | 0.01 | 0.00 | 0.12 | −0.01 | 0.01 | −0.13 | −0.01 | 0.00 | −0.17* | 0.01 | 0.01 | 0.14 | 0.00 | 0.00 | 0.03 |
| Learning value of the job | 0.08 | 0.05 | 0.13 | 0.24 | 0.06 | 0.31*** | 0.09 | 0.05 | 0.15 | 0.31 | 0.06 | 0.41*** | 0.12 | 0.05 | 0.20* |
| Change in R² | 0.02 | 0.09*** | 0.02 | 0.17*** | 0.04* | ||||||||||
| Age in years | 0.01 | 0.00 | 0.12 | −0.01 | 0.01 | −0.13 | −0.01 | 0.00 | −0.17* | 0.01 | 0.01 | 0.14 | 0.00 | 0.00 | 0.03 |
| Learning value of the job | 0.08 | 0.05 | 0.13 | 0.25 | 0.07 | 0.32*** | 0.07 | 0.05 | 0.12 | 0.27 | 0.06 | 0.36*** | 0.10 | 0.06 | 0.16 |
| LMX | −0.00 | 0.06 | −0.00 | −0.02 | 0.07 | −0.02 | 0.04 | 0.06 | 0.06 | 0.10 | 0.07 | 0.12 | 0.06 | 0.06 | 0.09 |
| Change in R² | 0.00 | 0.00 | 0.00 | 0.01 | 0.01 | ||||||||||
| Age in years | 0.01 | 0.00 | 0.11 | −0.01 | 0.01 | −0.14 | −0.01 | 0.00 | −0.19* | 0.01 | 0.01 | 0.13 | 0.00 | 0.00 | 0.02 |
| Learning value of the job | −0.26 | 0.17 | −0.46 | −0.18 | 0.22 | −0.24 | −0.51 | 0.17 | −0.89** | −0.37 | 0.20 | −0.50 | −0.46 | 0.18 | −0.78* |
| LMX | −0.48 | 0.24 | −0.80* | −62 | 0.31 | −0.76* | −0.78 | 0.23 | −1.28** | −0.81 | 0.28 | −1.03** | −0.74 | 0.25 | −1.15** |
| Learning value of the job × LMX | 0.11 | 0.05 | 1.19* | 0.14 | 0.07 | 1.10* | 0.19 | 0.05 | 2.00*** | 0.21 | 0.06 | 1.71** | 0.18 | 0.06 | 1.86** |
| Change in R² | 0.03* | 0.03* | 0.09*** | 0.06*** | 0.07** | ||||||||||
| Overall R²/F-statistic | 0.06/F(134)=2.04 | 0.15/F(134)=6.11 | 0.15/F(134)=5.80 | 0.25/F(134)=10.83 | 0.12/F(134)=4.55 | ||||||||||
| Occupational expertise | Anticipation and optimization | Personal flexibility | Corporate sense | Balance | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variable | SE | SE | SE | SE | SE | ||||||||||
| Age in years | 0.01 | 0.00 | 0.10 | −0.01 | 0.01 | −0.19* | −0.01 | 0.00 | −0.20* | 0.01 | 0.01 | 0.07 | 0.00 | 0.00 | 0.00 |
| Change in | 0.01 | 0.03* | 0.04* | 0.01 | 0.00 | ||||||||||
| Age in years | 0.01 | 0.00 | 0.12 | −0.01 | 0.01 | −0.13 | −0.01 | 0.00 | −0.17* | 0.01 | 0.01 | 0.14 | 0.00 | 0.00 | 0.03 |
| Learning value of the job | 0.08 | 0.05 | 0.13 | 0.24 | 0.06 | 0.31*** | 0.09 | 0.05 | 0.15 | 0.31 | 0.06 | 0.41*** | 0.12 | 0.05 | 0.20* |
| Change in | 0.02 | 0.09*** | 0.02 | 0.17*** | 0.04* | ||||||||||
| Age in years | 0.01 | 0.00 | 0.12 | −0.01 | 0.01 | −0.13 | −0.01 | 0.00 | −0.17* | 0.01 | 0.01 | 0.14 | 0.00 | 0.00 | 0.03 |
| Learning value of the job | 0.08 | 0.05 | 0.13 | 0.25 | 0.07 | 0.32*** | 0.07 | 0.05 | 0.12 | 0.27 | 0.06 | 0.36*** | 0.10 | 0.06 | 0.16 |
| LMX | −0.00 | 0.06 | −0.00 | −0.02 | 0.07 | −0.02 | 0.04 | 0.06 | 0.06 | 0.10 | 0.07 | 0.12 | 0.06 | 0.06 | 0.09 |
| Change in | 0.00 | 0.00 | 0.00 | 0.01 | 0.01 | ||||||||||
| Age in years | 0.01 | 0.00 | 0.11 | −0.01 | 0.01 | −0.14 | −0.01 | 0.00 | −0.19* | 0.01 | 0.01 | 0.13 | 0.00 | 0.00 | 0.02 |
| Learning value of the job | −0.26 | 0.17 | −0.46 | −0.18 | 0.22 | −0.24 | −0.51 | 0.17 | −0.89** | −0.37 | 0.20 | −0.50 | −0.46 | 0.18 | −0.78* |
| LMX | −0.48 | 0.24 | −0.80* | −62 | 0.31 | −0.76* | −0.78 | 0.23 | −1.28** | −0.81 | 0.28 | −1.03** | −0.74 | 0.25 | −1.15** |
| Learning value of the job × LMX | 0.11 | 0.05 | 1.19* | 0.14 | 0.07 | 1.10* | 0.19 | 0.05 | 2.00*** | 0.21 | 0.06 | 1.71** | 0.18 | 0.06 | 1.86** |
| Change in | 0.03* | 0.03* | 0.09*** | 0.06*** | 0.07** | ||||||||||
| Overall | 0.06/ | 0.15/ | 0.15/ | 0.25/ | 0.12/ | ||||||||||
Notes: Predictors and moderators are grand mean centered. Significance tests are two-tailed. p all F-values <0.05. *p<0.05; **p <0.01; ***p <0.001
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