| Literature DB >> 35756212 |
Yina Bai1, Zheng Wang2, Mehboob Alam3, Fozia Gul4, Yiqun Wang5.
Abstract
The purpose of the study is to investigate the impact of authentic leadership and proactive personality on innovative work behavior through dual mediation approach. This study applied a judgment sampling technique and data were gathered from 311 high-tech manufacturing industries of Shenzhen, China. The measurement model and structural model were tested using structural equation modeling technique through AMOS 24 software. The results indicate that authentic leadership has a positive and significant effect on proactive personality. Meanwhile, findings show that proactive personality has a significant impact on innovative work behavior. Moreover, findings show that proactive personality positively mediates the relationship between authentic leadership and innovative work behavior. Furthermore, findings illustrate that work engagement positively mediates the relationship between proactive personality and innovative work behavior. This study provides insightful and valuable implications to high-tech manufacturing industries executives and regulators interested in organizational productivity.Entities:
Keywords: authentic leadership; innovative work behavior; manufacturing industries 4.0; proactive personality; work engagement
Year: 2022 PMID: 35756212 PMCID: PMC9226888 DOI: 10.3389/fpsyg.2022.879176
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
FIGURE 1Conceptual Model.
Measurement model analysis.
| Constructs | Items | Measures | Std. β | S.E | Z |
|
| Authentic leadership | ||||||
| AL 1 | Seeks feedback to improve interactions with others. | 0.926 | − | − | − | |
| AL 2 | Accurately describes how others view his or her capabilities. | 0.845 | 0.035 | 25.613 |
| |
| AL 3 | Says exactly what he or she means. | 0.860 | 0.034 | 26.814 |
| |
| AL 4 | Is willing to admit mistakes when they are made. | 0.813 | 0.035 | 23.500 |
| |
| AL 5 | Demonstrates beliefs that are consistent with actions. | 0.834 | 0.037 | 24.892 |
| |
| AL 6 | Makes decisions based on his/her core beliefs. | 0.849 | 0.034 | 25.949 |
| |
| AL 7 | Solicits views that challenge his or her deeply held positions. | 0.737 | 0.045 | 19.325 |
| |
| AL 8 | Listens carefully to different points of view before coming to conclusions. | 0.834 | 0.035 | 24.886 |
| |
| Proactive personality | ||||||
| PP 1 | Wherever I have been, I have been a powerful force for constructive change | 0.827 | − | − | − | |
| PP 2 | If I see something I don’t like, I fix it. | 0.903 | 0.052 | 22.799 |
| |
| PP 3 | I love being a champion for my ideas, even against others opposition. | 0.845 | 0.055 | 20.552 |
| |
| PP 4 | I excel at identifying opportunities. | 0.822 | 0.056 | 19.671 |
| |
| PP 5 | I can spot a good opportunity long before others can. | 0.891 | 0.053 | 22.335 |
| |
| Work engagement | ||||||
| WE 1 | At my work, I feel bursting with energy. | 0.843 | − | − | − | |
| WE 2 | At my job, I feel strong and vigorous. | 0.796 | 0.044 | 19.533 |
| |
| WE 3 | I am enthusiastic about my job. | 0.842 | 0.045 | 21.425 |
| |
| WE 4 | My job inspires me. | 0.782 | 0.043 | 18.999 |
| |
| WE 5 | When I get up in the morning, I feel like going to work. | 0.796 | 0.046 | 19.534 |
| |
| WE 6 | I feel happy when I am working intensely. | 0.833 | 0.045 | 21.037 |
| |
| WE 7 | I am proud of the work that I do. | 0.857 | 0.046 | 22.075 |
| |
| WE 8 | I am immersed in my work. | 0.876 | 0.044 | 22.912 |
| |
| WE 9 | I get carried away when I am working. | 0.792 | 0.044 | 19.365 |
| |
| Innovative work behavior | ||||||
| IWB 1 | Searches out new technologies, processes, techniques, and/or product ideas. | 0.862 | − | − | − | |
| IWB 2 | Generates creative ideas. | 0.888 | 0.045 | 24.388 |
| |
| IWB 3 | Promotes and champions ideas to others, | 0.887 | 0.045 | 24.313 |
| |
| IWB 4 | Investigates and secures funds needed to implement new ideas. | 0.866 | 0.044 | 23.219 |
| |
| IWB 5 | Investigates and secures funds needed to implement new ideas. | 0.821 | 0.046 | 21.108 |
| |
| IWB 6 | Is innovative. | 0.831 | 0.044 | 21.555 |
|
***Significant (p < 0.001).
Reliability and validity analysis.
| CA | CR | AVE | WE | AL | IWB | PP | |
| WE | 0.949 | 0.950 | 0.680 |
| |||
| AL | 0.944 | 0.950 | 0.704 | 0.257 |
| ||
| IWB | 0.940 | 0.944 | 0.738 | 0.222 | 0.231 |
| |
| PP | 0.930 | 0.933 | 0.736 | 0.298 | 0.286 | 0.292 |
|
AL = Authentic leadership; PP = Proactive personality; WE = Work engagement; IWB = Innovative work behavior.
Values diagonals with bold are the square root of the AVE.
Values are under diagonals are the correlations.
***Significant (p < 0.001).
Direct effects.
| Hypotheses | Direct Relationships | Un-standardized Estimates | S.E | Critical Ratio | Standardized Estimates | |
| H1 | AL→PP | 0.301 | 0.055 | 5.524 | 0.002 | 0.287 |
| H2 | AL→IWB | 0.090 | 0.050 | 1.999 | 0.047 | 0.097 |
| H3 | PP→IWB | 0.136 | 0.051 | 2.672 | 0.008 | 0.155 |
| H5 | PP→WE | 0.283 | 0.050 | 5.696 | 0.000 | 0.300 |
| H6 | WE→IWB | −0.065 | 0.051 | −1.276 | 0.202 | −0.070 |
AL = Authentic leadership; PP = Proactive personality; WE = Work engagement; IWB = Innovative work behavior.
Significant < 0.001***.
FIGURE 2Structural Model.
Indirect effects.
| Path Coefficients and Hypotheses | Std. Estimations | Bootstrapping 5000 samples with a 95% Confidence Interval |
|
| Percentile Lower and Upper | |||
|
| |||
| Standardized Direct Effects | |||
| AL→IWB | 0.287 | 0.090, 0.350 | 0.001 |
| Standardized Indirect Effects | |||
| AL→PP→IWB | 0.038 | 0.020, 0.120 | 0.001 |
| Standardized Total Effects | 0.325 | 0.200, 0.400 | 0.001 |
|
| |||
| Standardized Direct Effects | |||
| PP→IWB | 0.155 | 0.120, 0.210 | 0.001 |
| Standardized Indirect Effects | |||
| PP→WE→IWB | 0.086 | 0.030, 0.130 | 0.001 |
| Standardized Total Effects | 0.241 | 0.190, 0.320 | 0.001 |
AL = Authentic leadership; PP = Proactive personality; WE = Work engagement; IWB = Innovative work behavior.
Significant < 0.001***.