| Literature DB >> 31572030 |
Zhenxing Gong1, Chao Shan1, Haizhen Yu2.
Abstract
BACKGROUND: For companies, employee creativity is vital to gaining competitive business advantages. Research regarding creativity has focused on contextual factors such as feedback, but results of studies on the relationship between feedback and creativity are inconsistent; further, only a handful of studies have been carried out from the perspective of coworkers. In this study, we aimed to analyze the association between the coworker feedback environment and creativity, to test the mediating role of feedback monitoring in this relationship and to test the moderating role of self-motivation among employees in China.Entities:
Keywords: creativity; feedback environment; feedback seeking; self-motivation
Year: 2019 PMID: 31572030 PMCID: PMC6748317 DOI: 10.2147/PRBM.S221670
Source DB: PubMed Journal: Psychol Res Behav Manag ISSN: 1179-1578
Figure 1Hypothesis model.
Variable mean, standard deviation, correlation coefficient
| Measure | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. Coworker feedback environment (T1) | – | ||||||||||
| 2. Self-enhancement motivation (T1) | 0.32** | – | |||||||||
| 3. Self-assessment motivation (T1) | 0.31** | 0.33** | – | ||||||||
| 4. Self - verification motivation (T1) | 0.35** | 0.58** | 0.32** | – | |||||||
| 5. Self-improvement motivation (T1) | 0.29** | 0.43** | 0.60** | 0.52** | – | ||||||
| 6. Coworker feedback monitoring (T2) | 0.48** | 0.51** | 0.33** | 0.28** | 0.38** | – | |||||
| 7. Creativity (T3) | 0.36** | 0.22** | 0.19* | 0.37** | 0.28** | 0.25** | – | ||||
| 8. Gender | 0.06 | 0.03 | 0.16* | −0.01 | 0.05 | 0.07 | −0.16* | – | |||
| 9. Age | 0.02 | −0.08 | −0.05 | −0.06 | −0.01 | 0.03 | 0.11* | −0.04 | – | ||
| 10. Job tenure | 0.08 | 0.01 | 0.04 | 0.01 | 0.08 | 0.09 | 0.05 | −0.19* | 0.08 | – | |
| 11. Education | 0.11 | 0.02 | 0.02 | 0.10 | 0.01 | −0.06 | 0.09 | −0.12* | 0.04 | 0.36** | – |
| 4.72 | 5.01 | 5.74 | 5.11 | 5.18 | 5.23 | 4.21 | – | 2.21 | 2.49 | – | |
| 0.61 | 1.22 | 1.07 | 1.21 | 1.01 | 1.26 | 1.23 | – | 1.09 | 1.11 | – | |
| Potential range | 1–7 | 1–7 | 1–7 | 1–7 | 1–7 | 1–7 | 1–7 | 1–2 | 1–5 | 1–5 | 1–3 |
| Actual range | 1.0–7.0 | 1.0–7.0 | 1.0–7.0 | 1.0–6.0 | 1.0–7.0 | 1.0–7.0 | 1.0–6.0 | 1.0–2.0 | 1.0–5.0 | 1.0–5.0 | 1.0–3.0 |
Notes: n=235. *p<0.05. **p<0 0.01.
Abbreviation: T, time.
Regression results for relevant variables at different time (T) points
| Independent variable | Dependent variable | ||
|---|---|---|---|
| Coworker feedback monitoring (T2) | Creativity (T3) | Creativity (T3) | |
| Intercept | 1.79** | 1.57** | 1.55** |
| Coworker feedback environment (T1) | 0.53** | 0.60** | 0.31* |
| Coworker feedback monitoring (T2) | 0.18* | ||
| | 0.17 | 0.19 | 0.02 |
| | 10.38** | 12.79** | 8.87** |
Notes: n=235. *p<0.05. **p<0 0.01. The numerical value in the table is a fully normalized path coefficient, indicating the variation of the endogenous latent variables being interpreted by exogenous latent variables.
Abbreviation: T, time.
Comparison of structural equation
| Path model | CFI | TLI | GFI | RMSEA | SRMR | |||
|---|---|---|---|---|---|---|---|---|
| Finding Inter-mediator Variables with coworker feedback monitoring | ||||||||
| Model 1(Partial intermediary model) | 182.63 | 73 | 2.50 | 0.93 | 0.91 | 0.93 | 0.05 | 0.03 |
| Model 2 (fully mediated model) | 221.75 | 74 | 3.00 | 0.81 | 0.79 | 0.78 | 0.09 | 0.08 |
| Model 3 (Non-intermediary model) | 269.15 | 72 | 3.74 | 0.75 | 0.76 | 0.72 | 0.13 | 0.09 |
Regression results of mediation analysis
| Independent variable | Mediator variable | Dependent variable | Completely standardized indirect effect | BOOT SE | 95% CI | |
|---|---|---|---|---|---|---|
| LL | UL | |||||
| Feedback environment (T1) | Co-worker feedback monitoring (T2) | Creativity (T3) | 0.15 | 0.06 | 0.02 | 0.22 |
Abbreviations: T, time; CI, confidence interval; LL, lower limit; UL, upper limit.
Regression analysis of the adjustment effect test of self-motivation
| Measure | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 |
|---|---|---|---|---|---|
| Intercept | 3.42** | −0.50 | 3.68 | 1.96 | −2.43 |
| Coworker feedback environment (T1) | 0.29** | ||||
| Coworker feedback monitoring (T2) | 0.09 | 0.17* | −0.08 | 0.17* | 0.16* |
| Self-enhancement motivation (T1) | 0.07 | ||||
| Self-assessment motivation (T1) | 0.12* | 0.10* | |||
| Self-verification motivation (T1) | 0.07 | ||||
| Self-improvement motivation (T1) | 0.04 | ||||
| Co-worker feedback monitoring (T2)× | 0.02 | ||||
| Co-worker feedback monitoring (T2)× | −0.13** | −0.12** | |||
| Co-worker feedback monitoring (T2)× | 0.06 | ||||
| Co-worker feedback monitoring (T2)× | −0.01 | ||||
| R2 | 0.12 | 0.13 | 0.21 | 0.15 | 0.20 |
| △R2 | 0.01 | 0.02 | 0.01 | 0.01 | 0.07 |
| F | 0.11 | 4.44** | 1.63 | 0.06 | 7.10** |
Notes: n=235. *p<0.05. **p<0 0.01.
Abbreviation: T, time.
Figure 2Simple slopes of coworker feedback environment predicting creativity at low (one SD below M) and high (one SD above M) levels of self-assessment motivation.
Test result of condition indirect effect
| Moderation variable | Indirect effect of condition | Moderated mediation effect | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Effect | SE | Min | Max | Index | SE | LL CI | UL CI | ||
| Self assessment motivation | Low | 0.19 | 0.08 | 0.06 | 0.36 | −0.08 | 0.05 | −0.19 | −0.01 |
| Mid | 0.10 | 0.07 | −0.04 | 0.23 | |||||
| High | 0.01 | 0.09 | −0.17 | 0.17 | |||||
Abbreviations: CI, confidence interval; LL, lower limit; UL, upper limit.
Figure 3The validated model.