Career Adaptability as a Strategy to Improve Sustainable Employment: A Proactive Personality Perspective
Abstract
:1. Introduction
2. Theoretical Background and Hypotheses
2.1. The New Generation of Employees
2.2. Career Construction Theory and Career Adaptability
2.3. Proactive Personality and Career Adaptability
2.4. Proactive Personality and Career Identity
2.5. Mediating the Role of Career Identity
2.6. Proactive Personality and Thriving at Work
2.7. Mediating the Role of Thriving at Work
2.8. The Moderating Role of Task Interdependence
3. Methods
3.1. Research Subjects
3.2. Measures
4. Data Analysis and Results
4.1. Strategy for Analyses
4.2. Reliability Analysis
4.3. Confirmatory Factor Analysis
4.4. Common Method Bias
4.5. Correlation Analysis
4.6. Main Effect Test
4.7. Mediating Effect Test
4.8. Moderating Effect Test
5. Conclusions and Discussion
5.1. Theoretical Contributions
5.2. Practical Implications
5.3. Limitations and Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Item | Category | Percentage |
---|---|---|
Gender | Male | 49.12% |
Female | 50.88% | |
Birth Date | Post-2000s | 17.19% |
Post-1995s | 43.16% | |
Post-1990s | 25.26% | |
Post-1980s | 14.39% | |
Education | College degree or below | 7.37% |
Bachelor’s degree | 80.00% | |
Master’s degree or above | 12.63% | |
Position Level | General employee | 60.00% |
First-line manager | 30.53% | |
Middle manager | 3.86% | |
Senior manager | 5.61% | |
Years of Experience | 3 years or less | 46.32% |
3–5 years | 17.54% | |
6–8 years | 21.75% | |
9 years or more | 14.39% |
Variables | Items | FL | AVE | CR | Cronbach’α | Variables | Items | FL | AVE | CR | Cronbach’α |
---|---|---|---|---|---|---|---|---|---|---|---|
Proactive Personality | PP1 | 0.936 | 0.85 | 0.972 | 0.971 | Career Adaptability | CA1 | 0.897 | 0.854 | 0.993 | 0.993 |
PP2 | 0.908 | CA2 | 0.929 | ||||||||
PP3 | 0.931 | CA3 | 0.931 | ||||||||
PP4 | 0.914 | CA4 | 0.911 | ||||||||
PP5 | 0.922 | CA5 | 0.909 | ||||||||
PP6 | 0.922 | CA6 | 0.933 | ||||||||
Career Identity | CI1 | 0.934 | 0.837 | 0.981 | 0.981 | CA7 | 0.926 | ||||
CI2 | 0.915 | CA8 | 0.898 | ||||||||
CI3 | 0.918 | CA9 | 0.906 | ||||||||
CI4 | 0.898 | CA10 | 0.918 | ||||||||
CI5 | 0.912 | CA11 | 0.937 | ||||||||
CI6 | 0.897 | CA12 | 0.920 | ||||||||
CI7 | 0.904 | CA13 | 0.923 | ||||||||
CI8 | 0.908 | CA14 | 0.924 | ||||||||
CI9 | 0.921 | CA15 | 0.924 | ||||||||
CI10 | 0.939 | CA16 | 0.934 | ||||||||
Thriving at Work | TW1 | 0.913 | 0.679 | 0.955 | 0.954 | CA17 | 0.927 | ||||
TW2 | 0.869 | CA18 | 0.911 | ||||||||
TW3 | 0.768 | CA19 | 0.931 | ||||||||
TW4 | 0.788 | CA20 | 0.934 | ||||||||
TW5 | 0.803 | CA21 | 0.947 | ||||||||
TW6 | 0.836 | CA22 | 0.927 | ||||||||
TW7 | 0.839 | CA23 | 0.936 | ||||||||
TW8 | 0.784 | CA24 | 0.938 | ||||||||
TW9 | 0.821 | ||||||||||
TW10 | 0.810 | ||||||||||
Task Interdependence | TI1 | 0.926 | 0.842 | 0.964 | 0.964 | ||||||
TI2 | 0.912 | ||||||||||
TI3 | 0.929 | ||||||||||
TI4 | 0.919 | ||||||||||
TI5 | 0.903 |
Model | χ2/df | RMSEA | CFI | NFI | TLI |
---|---|---|---|---|---|
Five-factor model 1 | 1.097 | 0.018 | 0.997 | 0.981 | 0.990 |
Four-factor model 2 | 6.284 | 0.136 | 0.903 | 0.887 | 0.886 |
Three-factor model 3 | 8.729 | 0.165 | 0.855 | 0.840 | 0.833 |
Two-factor model 4 | 23.914 | 0.284 | 0.564 | 0.554 | 0.506 |
One-factor model 5 | 32.484 | 0.333 | 0.397 | 0.391 | 0.321 |
Variables | Mean | Std. | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
1. Gender | 1.510 | 0.501 | 1 | |||||||||
2. Age | 2.370 | 0.931 | −0.509 ** | 1 | ||||||||
3. Education | 2.050 | 0.445 | −0.089 | 0.318 ** | 1 | |||||||
4. Position Level | 1.550 | 0.815 | −0.430 ** | 0.729 ** | 0.503 ** | 1 | ||||||
5. Years of Work Experience | 2.040 | 1.122 | −0.565 ** | 0.871 ** | 0.306 ** | 0.772 ** | 1 | |||||
6. PP | 3.744 | 1.2765 | 0.009 | 0.088 | −0.026 | 0.006 | 0.09 | 1 | ||||
7. CI | 3.667 | 1.2881 | −0.05 | −0.045 | −0.116 | −0.077 | −0.085 | 0.215 ** | 1 | |||
8. TAW | 3.387 | 0.9634 | 0.053 | −0.089 | −0.079 | −0.095 | −0.067 | 0.368 ** | 0.362 ** | 1 | ||
9. TI | 3.448 | 1.3689 | −0.119 * | 0.075 | −0.106 | −0.009 | 0.094 | 0.505 ** | 0.431 ** | 0.307 ** | 1 | |
10. CA | 3.744 | 1.1454 | 0.166 ** | 0.040 | 0.049 | 0.041 | 0.001 | 0.531 ** | 0.344 ** | 0.375 ** | 0.307 ** | 1 |
Variables | Career Adaptability | |
---|---|---|
M1 | M2 | |
Control Variables | ||
Gender | 0.249 ** | 0.198 ** |
Age | 0.165 | 0.119 |
Education | −0.002 | 0.012 |
Position Level | 0.082 | 0.162 |
Years of Experience | −0.068 | −0.170 |
Dependent Variable | ||
Proactive Personality | 0.532 *** | |
R2 | 0.052 | 0.327 |
Adjust-R2 | 0.035 | 0.313 |
ΔF2 | 3.048 * | 113.910 *** |
VIF | 1.027–5.457 |
Variables | Career Identity | Thriving at Work | Career Adaptability | |||
---|---|---|---|---|---|---|
M1 | M2 | M3 | M4 | M5 | M6 | |
Control Variables | ||||||
Gender | −0.150 | −0.011 | 0.297 | 0.238 | 0.240 | 0.201 |
Age | 0.110 | −0.132 | 0.116 | 0.089 | 0.203 | 0.147 |
Education | −0.095 | −0.031 | 0.036 | 0.038 | 0.013 | 0.019 |
Position Level | 0.057 | −0.010 | 0.074 | 0.147 | 0.108 | 0.164 |
Years of Experience | −0.302 | 0.025 | 0.028 | −0.090 | −0.106 | −0.176 |
Dependent Variables | ||||||
Proactive Personality | 0.231 *** | 0.377 *** | 0.470 *** | 0.450 *** | ||
Career Identity | 0.376 *** | 0.267 *** | ||||
Thriving at Work | 0.384 *** | 0.217 *** | ||||
R2 | 0.290 | 0.389 | 0.435 | 0.393 | 0.444 | 0.367 |
Adjust-R2 | 0.065 | 0.133 | 0.171 | 0.377 | 0.180 | 0.351 |
ΔF2 | 15.786 *** | 45.290 *** | 46.966 *** | 29.762 *** | 50.458 *** | 17.456 *** |
VIF | 1.207–5.574 |
Effect | BootSE | BootLLCI | BootULCI | |
---|---|---|---|---|
Total | 0.4784 | 0.0447 | 0.3904 | 0.5664 |
Direct | 0.3833 | 0.0456 | 0.2934 | 0.4731 |
Indirect total | 0.0952 | 0.0295 | 0.0420 | 0.1566 |
Variables | Career Adaptability | ||
---|---|---|---|
M1 | M2 | M3 | |
Control Variables | |||
Gender | 0.275 | 0.209 | 0.188 |
Age | 0.160 | 0.122 | 0.081 |
Education | 0.035 | 0.024 | 0.038 |
Position Level | 0.122 | 0.162 | 0.122 |
Years of Experience | −0.121 | −0.173 | −0.113 |
Dependent Variables | |||
Proactive Personality | 0.484 ** | 0.535 ** | |
Task Interdependence | 0.344 *** | 0.098 | 0.099 |
Interaction Variables | 0.123 * | ||
R2 | 0.164 | 0.335 | 0.346 |
Adjust-R2 | 0.146 | 0.318 | 0.327 |
ΔF2 | 9.103 *** | 19.907 *** | 18.222 *** |
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Zhao, L.; Li, W.; Zhang, H. Career Adaptability as a Strategy to Improve Sustainable Employment: A Proactive Personality Perspective. Sustainability 2022, 14, 12889. https://doi.org/10.3390/su141912889
Zhao L, Li W, Zhang H. Career Adaptability as a Strategy to Improve Sustainable Employment: A Proactive Personality Perspective. Sustainability. 2022; 14(19):12889. https://doi.org/10.3390/su141912889
Chicago/Turabian StyleZhao, Li, Wei Li, and Hongru Zhang. 2022. "Career Adaptability as a Strategy to Improve Sustainable Employment: A Proactive Personality Perspective" Sustainability 14, no. 19: 12889. https://doi.org/10.3390/su141912889