| Literature DB >> 36204748 |
Xiaoyang Zhao1, Changjun Yi1, Chusheng Chen1.
Abstract
With the digital transformation of the economy and the rise of community innovation, how stimulating employees' innovative behavior (EIB) becomes the basis for building sustainable competitive advantage in organizations. However, research has yet to systematically investigate the effect of internal social capital (ISC) on EIB. Based on social identity theory and resource conservation theory, this paper constructs a model to explain the mediating role of II between ISC and EIB and the moderating role of workplace friendship (WF). Using SPSS 27 and Amos 24 to analyze the data of 284 questionnaires, the results show that (1) ISC has a positive effect on EIB, (2) II plays a partial mediating effect in the relationship between ISC and EIB, and (3) WF has a positive moderating effect on the relationship between ISC and EIB. The conclusion provides management insight and practical guidance for creating an internal organizational climate to promote EIBs.Entities:
Keywords: employees’ innovative behavior; innovative identity; internal social capital; psychological factors; workplace friendship
Year: 2022 PMID: 36204748 PMCID: PMC9531240 DOI: 10.3389/fpsyg.2022.1000332
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
FIGURE 1A research framework.
Sample distribution of demographic characteristics.
| Variables | Category | Frequency | Percentage |
| Gender | Male | 137 | 48.24% |
| Female | 147 | 51.76% | |
| Age | 20-29 | 77 | 27.11% |
| 30-39 | 171 | 60.21% | |
| 40-49 | 19 | 6.70% | |
| 50-59 | 16 | 5.63% | |
| 60 years old and above | 1 | 3.5% | |
| Organizational level | Entry level employee | 95 | 33.45% |
| Grassroots managers | 85 | 29.93% | |
| Middle management | 76 | 26.76% | |
| Senior management | 28 | 9.86% | |
| Educational level | High school or technical secondary school | 11 | 3.87% |
| Junior college | 25 | 8.80% | |
| Undergraduate | 192 | 67.61% | |
| Master degree and above | 56 | 19.72% | |
| Years working | 5 years and below | 27 | 9.51% |
| 6-10 | 234 | 82.39% | |
| 11-15 | 13 | 4.58% | |
| 16-20 | 4 | 1.41% | |
| 21 years and above | 6 | 2.11% |
Exploratory factor analysis.
| Constructs | Items | Factor loadings | Cronbach’ alpha | CR | AVE |
| Internal social capital | ISC1 | 0.719 | 0.812 | 0.869 | 0.791 |
| ISC2 | 0.807 | ||||
| ISC3 | 0.820 | ||||
| ISC4 | 0.811 | ||||
| Employees’ innovative behavior | EIB1 | 0.797 | 0.813 | 0.886 | 0.813 |
| EIB2 | 0.817 | ||||
| EIB3 | 0.828 | ||||
| EIB4 | 0.809 | ||||
| Innovative identity | II1 | 0.753 | 0.721 | 0.756 | 0.715 |
| II2 | 0.754 | ||||
| II3 | 0.626 | ||||
| Workplace friendship | WF1 | 0.875 | 0.675 | 0.890 | 0.850 |
| WF2 | 0.899 | ||||
| WF3 | 0.782 |
Confirmatory factor analysis.
| Model | χ |
| χ | GFI | NFI | CFI | RMSEA |
| Four-factor | 107.664 | 71 | 1.516 | 0.951 | 0.954 | 0.984 | 0.043 |
| three-factor | 432.723 | 74 | 5.848 | 0.828 | 0.816 | 0.841 | 0.131 |
| Two-factor | 660.851 | 76 | 8.695 | 0.729 | 0.718 | 0.741 | 0.165 |
| Single factor | 909.820 | 77 | 11.816 | 0.643 | 0.612 | 0.631 | 0.195 |
Four-factor model, internal social capital, innovative identity, workplace friendship and innovative behavior; Three-factor model, internal social capital, innovative identity + workplace friendship, innovative behavior; Two-factor model, internal social capital + innovative identity, Workplace friendship + innovative behavior; Single factor model, internal social capital + innovative identity + workplace friendship + innovative behavior. “ + “ means mixed.
Common method bias test.
| Model | χ | GFI | NFI | CFI | RMSEA |
| Four-factor | 1.516 | 0.951 | 0.954 | 0.984 | 0.043 |
| Add common method factor | 1.406 | 0.963 | 0.966 | 0.990 | 0.038 |
Descriptive statistics and correlation analysis.
| Variables | Mean |
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
| 1.Gender | 1.518 | 0.501 | 1.000 | ||||||||
| 2.Age | 2.919 | 0.768 | –0.038 | 1.000 | |||||||
| 3.Educational level | 4.032 | 0.664 | 0.036 | 0.188 | 1.000 | ||||||
| 4.Years working | 2.042 | 0.622 | 0.009 | 0.376 | –0.029 | 1.000 | |||||
| 5.Organizational level | 2.130 | 0.991 | –0.087 | 0.384 | 0.047 | 0.146 | 1.000 | ||||
| 6.Internal social capital | 3.690 | 0.784 | –0.067 | 0.189 | 0.140 | 0.078 | 0.072 | 1.000 | |||
| 7.Innovative identity | 3.948 | 0.736 | 0.044 | 0.261 | 0.168 | 0.064 | 0.143 | 0.582 | 1.000 | ||
| 8.Workplace friendship | 3.330 | 0.967 | 0.055 | –0.078 | –0.058 | 0.132 | 0.030 | 0.089 | 0.051 | 1.000 | |
| 9.Employees’ innovative behavior | 3.777 | 0.792 | –0.009 | 0.247 | –0.094 | 0.059 | 0.215 | 0.475 | 0.682 | 0.029 | 1.000 |
***p < 0.01, **p < 0.05.
Benchmark regression analysis results.
| Variable type | Variables | Innovative behavior | Innovative behavior |
| Model 1 | Model 2 | ||
| Control variables | Gender | 0.020 | 0.059 |
| Age | 0.197 | 0.136 | |
| Educational level | –0.080 | –0.021 | |
| Years working | –0.008 | –0.015 | |
| Organizational level | 0.120 | 0.116 | |
| Independent variable | Internal social capital | 0.453 | |
|
| 0.084 | 0.274 | |
|
| 5.075 | 17.179 |
***p < 0.01, **p < 0.05.
Mediating effect analysis results.
| Variable type | Variables | Innovative identity | Employees’ innovative behavior | Employees’ innovative behavior |
| Model 3 | Model 4 | Model 5 | ||
| Control variables | Gender | 0.045 | 0.137 | –0.028 |
| Age | 0.047 | 0.140 | 0.047 | |
| Educational level | –0.025 | –0.080 | 0.030 | |
| Years working | –0.004 | –0.013 | –0.007 | |
| Organizational level | 0.08 | 0.049 | 0.084 | |
| Independent variable | Internal social capital | 0.521 | 0.121 | |
| Mediating variable | Innovative identity | 0.712 | 0.638 | |
|
| 0.274 | 0.382 | 0.491 | |
|
| 17.179 | 28.557 | 37.919 |
***p < 0.01, **p < 0.05, *p < 0.1.
Decomposition table of the total effect, direct effect and mediating effect.
| Effect value | Boot | Boot LLCI | Boot ULCI | Relative effect value | |
| Total effect | 0.453 | 0.053 | 0.349 | 0.558 | |
| Direct effect | 0.121 | 0.054 | 0.014 | 0.228 | 26.71% |
| Mediation effect | 0.332 | 0.051 | 0.235 | 0.453 | 73.29% |
Moderating effect regression results.
| Variable type | Variables | Innovative behavior | Innovative behavior |
| Model 2 | Model 6 | ||
| Control variables | Gender | 0.059 | 0.018 |
| Age | 0.136 | 0.121 | |
| Educational level | –0.021 | –0.024 | |
| Years working | –0.015 | –0.016 | |
| Organizational level | 0.116 | 0.125 | |
| Independent variable | Internal social capital | 0.453 | 0.444 |
| Moderator variable | Workplace friendship | –0.016 | |
| Interaction variable | Internal social capital*workplace friendship | 0.136 | |
|
| 0.274 | 0.295 | |
|
| 17.179 | 14.231 |
***p < 0.01, **p < 0.05, *p < 0.1.
FIGURE 2Moderating effect of workplace friendship.